From 9b58689c1bf2622d187af745dabcc8f32a3945f0 Mon Sep 17 00:00:00 2001
From: Hsianghua Chen <chen.hsian@husky.neu.edu>
Date: Thu, 25 Apr 2019 18:56:48 -0400
Subject: [PATCH] update report

---
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 DB/report/Hyperparameter.ipynb                |  1130 +
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 DS/H2O.ipynb                                  | 11594 ++++----
 DS/H2O_CleanData.ipynb                        | 22887 +++++-----------
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diff --git a/DB/Hyperparameter.ipynb b/DB/report/.ipynb_checkpoints/Hyperparameter-checkpoint.ipynb
similarity index 100%
rename from DB/Hyperparameter.ipynb
rename to DB/report/.ipynb_checkpoints/Hyperparameter-checkpoint.ipynb
diff --git a/DB/report/Hyperparameter.ipynb b/DB/report/Hyperparameter.ipynb
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index 0000000..05f42d8
--- /dev/null
+++ b/DB/report/Hyperparameter.ipynb
@@ -0,0 +1,1130 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Abstract  \n",
+    "\n",
+    "Hyperparameters are parameters that are specified prior to running machine learning algorithms that have a large effect on the predictive power of statistical models. Knowledge of the relative importance of a hyperparameter to an algorithm and its range of values is crucial to hyperparameter tuning and creating effective models. \n",
+    "\n",
+    "The hyperparameter database allows users to visualize and understand how to choose hyperparameters that maximize the predictive power of their models. The hyperparameter database is created by running millions of hyperparameter values, calculating the individual conditional expectation of every hyperparameter on the quality of a model. The data science part need to generating models using H2O to find best hyperparameters"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Data Source\n",
+    "\n",
+    "The dataset is from the website https://www.kaggle.com/econdata/predciting-price-transaction#trainPrice.csv . \n",
+    "Housing price always been a popular item that people wants to predict. Since it is critical for us to find out the factors that affecting transaction price.  The data we collected and stored concerns predicting  housing transaction price which contains values of  cities, floors, unit area households counts and parking capacity, rooms, heat fuel, heat type and front door structure. \n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Conceptual Schema \n",
+    "\n",
+    "- For each dataset, it has only one data description and one data distribution, and has serval different model.\n",
+    "- For each data description, it has only one dataset.\n",
+    "- For each data distribution, it has only one dataset.\n",
+    "- For each model, it has only one dataset, and one metadata.\n",
+    "- For each metadata, it has only one dataset and has only one hyperparameter table.\n",
+    "- For each hyperparameter table, it has only one metadata and one variable importance table.\n",
+    "- For each variable importance table, it has only one hyperparameter table."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Old ERD"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![OERD](images/OERD.png) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# New ERD"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![NERD](images/NERD.png) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Physical Model"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![PM](images/PM.png) "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Part II - Physical Model"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Create the database\n",
+    "\n",
+    "```sql\n",
+    "create table Twitter_singers (\n",
+    "singer_id varchar(50) primary key,\n",
+    "singer_name varchar(50),\n",
+    "singer_url varchar(2000),\n",
+    "singer_description varchar(1000),\n",
+    "singer_followers_count varchar(50)\n",
+    ");\n",
+    "\n",
+    "drop table Twitter_singers;\n",
+    "SHOW VARIABLES LIKE \"secure_file_priv\";\n",
+    "\n",
+    "sHOW GLOBAL VARIABLES LIKE 'local_infile';\n",
+    "SET GLOBAL local_infile = 'ON';\n",
+    "SHOW GLOBAL VARIABLES LIKE 'local_infile';\n",
+    "\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/twitter_singers.csv'\n",
+    "INTO TABLE Twitter_singers\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "SELECT * FROM Twitter_singers;\n",
+    "\n",
+    "create table Company_data (\n",
+    "Company_name varchar(50) primary key,\n",
+    "Date_of_establishment varchar(50),\n",
+    "Artists_number INTEGER,\n",
+    "Typical_singers varchar(100)\n",
+    ");\n",
+    "\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/company_data.csv'\n",
+    "INTO TABLE Company_data\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM Company_data;\n",
+    "\n",
+    "create table Spotify_singer_Account (\n",
+    "Spotify_singer_name varchar(50),\n",
+    "Spotify_singer_ID varchar(50) primary key,\n",
+    "Spotify_singer_followers INTEGER,\n",
+    "singer_spotify_popularity integer,\n",
+    "Spotify_singer_total_albums INTEGER,\n",
+    "Spotify_singer_top_1_related_artist varchar(50),\n",
+    "Spotify_singer_top_2_related_artist varchar(50),\n",
+    "Spotify_singer_top_3_related_artist varchar(50)\n",
+    ");\n",
+    "drop table Spotify_singer_Account;\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_artist.csv'\n",
+    "INTO TABLE Spotify_singer_Account\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM Spotify_singer_Account;\n",
+    "\n",
+    "\n",
+    "create table Spotify_album (\n",
+    "singer_name varchar(50) ,\n",
+    "singer_id varchar(50),\n",
+    "album_name varchar(50),\n",
+    "album_id varchar(50) primary key,\n",
+    "album_relase_date varchar(100),\n",
+    "total_tracks Integer\n",
+    ");\n",
+    "drop table Spotify_album;\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_album.csv'\n",
+    "INTO TABLE Spotify_album\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM Spotify_album;\n",
+    "\n",
+    "create table Spotify_songs (\n",
+    "singer_name varchar(50) ,\n",
+    "singer_id varchar(50),\n",
+    "song_name varchar(50),\n",
+    "song_id varchar(100) primary key,\n",
+    "duration_ms Integer,\n",
+    "song_popularity integer,\n",
+    "album_name varchar(50),\n",
+    "album_id varchar(50)\n",
+    "\n",
+    ");\n",
+    "drop table Spotify_songs;\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/spotify_song.csv'\n",
+    "INTO TABLE Spotify_songs\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM Spotify_songs;\n",
+    "\n",
+    "create table twitter_post (\n",
+    "singer_name varchar(50),\n",
+    "most_popular_post_ID varchar(50) primary key,\n",
+    "post_content varchar(200),\n",
+    "post_time varchar(100),\n",
+    "post_retweet_count Integer\n",
+    ");\n",
+    "drop table twitter_post;\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/twitter_post.csv'\n",
+    "INTO TABLE twitter_post\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM twitter_post;\n",
+    "\n",
+    "\n",
+    "create table 24hr_twitter_post (\n",
+    "singer_name varchar(50),\n",
+    "recnet_post_ID varchar(50) primary key,\n",
+    "recnet_post_content varchar(200),\n",
+    "recnet_post_time varchar(100),\n",
+    "recnet_post_retweet_count Integer\n",
+    ");\n",
+    "drop table 24hr_twitter_post;\n",
+    "LOAD DATA local INFILE '/Users/cyyo/Desktop/recent_24hr.csv'\n",
+    "INTO TABLE 24hr_twitter_post\n",
+    "CHARACTER SET latin1\n",
+    "FIELDS TERMINATED BY ',' \n",
+    "ENCLOSED BY '\"' \n",
+    "LINES TERMINATED BY '\\r\\n'\n",
+    "IGNORE 1 LINES;\n",
+    "\n",
+    "\n",
+    "SELECT * FROM 24hr_twitter_post;\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 10 Use Cases\n",
+    "\n",
+    "## Use Case 1 <br>\n",
+    "Description: select the best model\n",
+    "\n",
+    "```sql\n",
+    "SELECT me.Model_id, me.RMSE, mm.Model_name, mm.Run_time\n",
+    "FROM Metrices_Model me inner join Model_Metadata mm\n",
+    "ON me.Model_id  = mm.ID\n",
+    "order by RMSE desc \n",
+    "LIMIT 1;\n",
+    "\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+---------------------+\n",
+    "| singer_name   | Company_name        |\n",
+    "|---------------|---------------------|\n",
+    "| Taylor Swift  | Big Machine Records |\n",
+    "| Rihanna       | Def Jam Recordings  |\n",
+    "| KATY PERRY    | CAPITOL RECORDS.    |\n",
+    "| Bruno Mars    | Atlantic Records    |\n",
+    "| Avril Lavigne | RCA Rcords          |\n",
+    "| Ariana Grande | Republic Records    |\n",
+    "+---------------+---------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 2 <br>\n",
+    "Description: select the hyperparameter with the same model but different runtime.\n",
+    "\n",
+    "```sql\n",
+    "SELECT mm.ID, mm.Model_name, mm.Run_time, \n",
+    "me.RMSE,\n",
+    "dl. hidden1, hidden2,hidden3,epochs\n",
+    "FROM Model_Metadata mm left join Deep_learning_model dl\n",
+    "ON mm.ID = dl.model_id\n",
+    "JOIN Metrices_Model me \n",
+    "ON  dl.model_id = me.Model_id\n",
+    "WHERE mm.ID LIKE \"DL%\" \n",
+    "ORDER BY mm.Model_name, me.RMSE, mm.Run_time desc；\n",
+    "\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| singer_name   | most_popular_post_ID | post_content                                                                                                                                           |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| Ariana Grande | 1102985085719068672  | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo           |\n",
+    "| KATY PERRY    | 1102866539433254918  | hi I’m wide awake and I can never say that without singing the katy perry song....lol                                                                  |\n",
+    "| Avril Lavigne | 1102763914368970752  | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3           |\n",
+    "| Taylor Swift  | 1102697124830085120  | Strength of both 2019 draft &amp; 2019 free agency is defensive line. Good FA group for DTs &amp; 3-4 DE types even with Gr… https://t.co/YIUij4oP9n   |\n",
+    "| Chris Brown   | 1102692675231330304  | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5           |\n",
+    "| Justin Bieber | 1102670872010207235  | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n",
+    "\n",
+    "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz                                          |\n",
+    "| Rihanna       | 1102548147497287680  | Report: Rihanna To Sell Office Supplies &amp; Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS                                              |\n",
+    "| Maroon 5      | 1102468355762532352  | When is Justin Bieber gonna release new music                                                                                                          |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 3 <br>\n",
+    "Description: select the average rmse with the same type model\n",
+    "\n",
+    "```sql\n",
+    "\n",
+    "SELECT avg(mm.RMSE) as GLM_AVERAGE_rmse\n",
+    "FROM Metrices_Model mm \n",
+    "WHERE mm.Model_id LIKE \"G%\"\n",
+    "\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| singer_name   | recnet_post_ID | recnet_post_content                                                                                                                                                      |\n",
+    "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| Taylor Swift  | 9.70649E+17    | ✨✨✨✨✨✨✨✨✨✨✨✨✨ https://t.co/KHNRCaKfU0                                                                                                          |\n",
+    "| Ariana Grande | 1.10293E+18    | ŸŒŤ @starbucks cloud #cloudmacchiato #starbucksambassador #trythesoyversion ŸŒą https://t.co/y2LRAx33Sq                                                                  |\n",
+    "| KATY PERRY    | 1.10243E+18    | One of my favorite #AmericanIdol moments: turning uncle @LionelRichie into FASHUN Ÿ’Ÿź                                                                                 |\n",
+    "| Bruno Mars    | 1.1017E+18     | What’s the plot tho? https://t.co/eh6m7hHB6Z                                                                                                                           |\n",
+    "| Maroon 5      | 1.10022E+18    | RT @maroon5: Blown away by these submissions on @yarntexts! Check out our favorites from \"Girls Like You”! https://t.co/IeEZT9vX0Z https://…\"                        |\n",
+    "| Avril Lavigne | 1.09793E+18    | Ÿ–¤icon. You’re truly missed. https://t.co/8roMHjW70o                                                                                                                  |\n",
+    "| Lady Gaga     | 1.09473E+18    | Ÿ˜­â¤ď¸a Grammy for Joanne is more than me &amp; my family could ever dream of. I sang that version in one take, &amp; poured m… https://t.co/QeiWEjfjF0             |\n",
+    "| Chris Brown   | 1.08675E+18    | #Undecided has hit @ministryofsound’s R&amp;B Mixtape playlist! Stream exclusively on @applemusic now! \n",
+    "Playlist link:… https://t.co/bIZ89gxkGs                      |\n",
+    "| Rihanna       | 1.08196E+18    | For the ❤️ of X. Get ready for @savagexfenty's Valentine's Day styles - out Jan. 9th! https://t.co/oG4Xocxo9a                                                        |\n",
+    "| Justin Bieber | 1.05745E+18    | @torikelly I have listened to this album 10 times in a row. Incredible                                                                                                   |\n",
+    "+---------------+----------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+                                                          \n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 4 <br>\n",
+    "Description: select ID, name, runtime and rmse which is higher than the average rmse with the same “XG” ID\n",
+    "\n",
+    "```sql\n",
+    "SELECT s.Spotify_singer_name,o.album_id,o.album_name \n",
+    "FROM (Spotify_singer_Account s left JOIN Spotify_album o ON s.Spotify_singer_name = o.singer_name)\n",
+    "ORDER BY o.album_id DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------------+------------------------+--------------------------------+\n",
+    "| Spotify_singer_name | album_id               | album_name                     | \n",
+    "|---------------------|------------------------|--------------------------------|\n",
+    "| Maroon 5            | 75iQSBSaztFIAun9qLLCnb | Girls Like You (feat. Cardi B) |  \n",
+    "| Justin Bieber       | 6Fr2rQkZ383FcMqFyT7yPr | Purpose (Deluxe)               |  \n",
+    "| Taylor Swift        | 6DEjYFkNZh67HP7R9PSZvv | reputation                     |  \n",
+    "| Katy Perry          | 5MQBzs5YlZlE28mD9yUItn | PRISM (Deluxe)                 |  \n",
+    "| Lady Gaga           | 4sLtOBOzn4s3GDUv3c5oJD | A Star Is Born Soundtrack      |  \n",
+    "| Bruno Mars          | 4PgleR09JVnm3zY1fW3XBA | 24K Magic                      |   \n",
+    "| Avril Lavigne       | 3zXjR3y2dUWklKmmp6lEhy | Let Go                         |   \n",
+    "| Rihanna             | 3Q149ZH46Z0f3oDR7vlDYV | ANTI                           |   \n",
+    "| Ariana Grande       | 2fYhqwDWXjbpjaIJPEfKFw | thank u,next                   |   \n",
+    "| Chris Brown         | 0JOT3Ff4gJ939hqdeEpsZv | Undecided                      |   \n",
+    "+---------------------+------------------------+--------------------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 5 <br>\n",
+    "Description: Get all the songs name and id from the Spotify singers' which Singer have the most followers \n",
+    "\n",
+    "```sql\n",
+    "SELECT s.Spotify_singer_name,o.song_id,o.song_name \n",
+    "FROM (Spotify_singer_Account s inner JOIN Spotify_songs o ON s.Spotify_singer_name = o.singer_name)\n",
+    "ORDER BY o.song_id DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------------+------------------------+------------------------------------------+\n",
+    "| Spotify_singer_name | song_id                | song_name                                |\n",
+    "+---------------------+------------------------+------------------------------------------+\n",
+    "| Chris Brown         | 7uiBocndm12aKbsdnQ3Scx | Undecided                                |\n",
+    "| Taylor Swift        | 6NFyWDv5CjfwuzoCkw47Xf | Delicate                                 |\n",
+    "| Maroon 5            | 6FRLCMO5TUHTexlWo8ym1W | Girls Like You (feat. Cardi B)           |\n",
+    "| Avril Lavigne       | 5xEM5hIgJ1jjgcEBfpkt2F | Complicated                              |\n",
+    "| Katy Perry          | 5jrdCoLpJSvHHorevXBATy | Dark Horse                               |\n",
+    "| Justin Bieber       | 50kpGaPAhYJ3sGmk6vplg0 | Love Yourself                            |\n",
+    "| Ariana Grande       | 4kV4N9D1iKVxx1KLvtTpjS | break up with your girlfriend, i'm bored |\n",
+    "| Lady Gaga           | 2VxeLyX666F8uXCJ0dZF8B | Shallow                                  |\n",
+    "| Rihanna             | 2aksifNn5ph8igDOkPBA02 | Love On The Brain                        |\n",
+    "| Bruno Mars          | 0KKkJNfGyhkQ5aFogxQAPU | That's What I Like                       |\n",
+    "+---------------------+------------------------+------------------------------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 6 <br>\n",
+    "Description: Get all the songs name,id and popularity and from the typical singers of the companies  which Singer have the most followers \n",
+    "\n",
+    "```sql\n",
+    "SELECT o.song_popularity,o.song_id,o.song_name,c.Company_name,c.Typical_singers\n",
+    "FROM ( Company_data c inner JOIN Spotify_songs o ON o.singer_name = c.Typical_singers)\n",
+    "ORDER BY o.song_id DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n",
+    "| song_popularity | song_id                | song_name                                | Company_name        | Typical_singers |\n",
+    "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n",
+    "|              80 | 6NFyWDv5CjfwuzoCkw47Xf | Delicate                                 | Big Machine Records | Taylor Swift    |\n",
+    "|              76 | 5xEM5hIgJ1jjgcEBfpkt2F | Complicated                              | RCA Rcords          | Avril Lavigne   |\n",
+    "|              77 | 5jrdCoLpJSvHHorevXBATy | Dark Horse                               | CAPITOL RECORDS.    | katy Perry      |\n",
+    "|              99 | 4kV4N9D1iKVxx1KLvtTpjS | break up with your girlfriend, i'm bored | Republic Records    | Ariana Grande   |\n",
+    "|              73 | 2aksifNn5ph8igDOkPBA02 | Love On The Brain                        |  Def Jam Recordings | Rihanna         |\n",
+    "|              84 | 0KKkJNfGyhkQ5aFogxQAPU | That's What I Like                       | Atlantic Records    | Bruno Mars      |\n",
+    "+-----------------+------------------------+------------------------------------------+---------------------+-----------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 7 <br>\n",
+    "Description: Get all the Spotify singers' total albums who are the typical singers the the all ompany data\n",
+    "\n",
+    "```sql\n",
+    "SELECT s.Spotify_singer_name,s.Spotify_singer_total_albums,c.Company_name\n",
+    "FROM (Spotify_singer_Account s inner JOIN Company_data c ON c.Typical_singers = s.Spotify_singer_name)\n",
+    "ORDER BY s.Spotify_singer_name DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------------+-----------------------------+---------------------+\n",
+    "| Spotify_singer_name | Spotify_singer_total_albums | Company_name        |\n",
+    "+---------------------+-----------------------------+---------------------+\n",
+    "| Taylor Swift        |                          49 | Big Machine Records |\n",
+    "| Rihanna             |                          48 |  Def Jam Recordings |\n",
+    "| Katy Perry          |                          34 | CAPITOL RECORDS.    |\n",
+    "| Bruno Mars          |                           7 | Atlantic Records    |\n",
+    "| Avril Lavigne       |                           7 | RCA Rcords          |\n",
+    "| Ariana Grande       |                          24 | Republic Records    |\n",
+    "+---------------------+-----------------------------+---------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 8 <br>\n",
+    "Description: Get the most popular post content for the Twitter singers\n",
+    "\n",
+    "```sql\n",
+    "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n",
+    "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n",
+    "ORDER BY p.most_popular_post_ID DESC\n",
+    "LIMIT 8;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| singer_name   | most_popular_post_ID | post_content                                                                                                                                           |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| Ariana Grande | 1102985085719068672  | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo           |\n",
+    "| KATY PERRY    | 1102866539433254918  | hi I’m wide awake and I can never say that without singing the katy perry song....lol                                                                  |\n",
+    "| Avril Lavigne | 1102763914368970752  | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3           |\n",
+    "| Taylor Swift  | 1102697124830085120  | Strength of both 2019 draft &amp; 2019 free agency is defensive line. Good FA group for DTs &amp; 3-4 DE types even with Gr… https://t.co/YIUij4oP9n   |\n",
+    "| Chris Brown   | 1102692675231330304  | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5           |\n",
+    "| Justin Bieber | 1102670872010207235  | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n",
+    "\n",
+    "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz                                          |\n",
+    "| Rihanna       | 1102548147497287680  | Report: Rihanna To Sell Office Supplies &amp; Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS                                              |\n",
+    "| Maroon 5      | 1102468355762532352  | When is Justin Bieber gonna release new music                                                                                                          |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 9 <br>\n",
+    "Description: Get the most popular post content for the Twitter singers\n",
+    "\n",
+    "```sql\n",
+    "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n",
+    "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n",
+    "ORDER BY p.most_popular_post_ID DESC\n",
+    "LIMIT 8;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| singer_name   | most_popular_post_ID | post_content                                                                                                                                           |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| Ariana Grande | 1102985085719068672  | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo           |\n",
+    "| KATY PERRY    | 1102866539433254918  | hi I’m wide awake and I can never say that without singing the katy perry song....lol                                                                  |\n",
+    "| Avril Lavigne | 1102763914368970752  | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3           |\n",
+    "| Taylor Swift  | 1102697124830085120  | Strength of both 2019 draft &amp; 2019 free agency is defensive line. Good FA group for DTs &amp; 3-4 DE types even with Gr… https://t.co/YIUij4oP9n   |\n",
+    "| Chris Brown   | 1102692675231330304  | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5           |\n",
+    "| Justin Bieber | 1102670872010207235  | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n",
+    "\n",
+    "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz                                          |\n",
+    "| Rihanna       | 1102548147497287680  | Report: Rihanna To Sell Office Supplies &amp; Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS                                              |\n",
+    "| Maroon 5      | 1102468355762532352  | When is Justin Bieber gonna release new music                                                                                                          |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Use Case 10 <br>\n",
+    "Description: Get the most popular post content for the Twitter singers\n",
+    "\n",
+    "```sql\n",
+    "SELECT s.singer_name,p.most_popular_post_ID,p.post_content\n",
+    "FROM (Twitter_singers s left JOIN twitter_post p ON s.singer_name = p.singer_name)\n",
+    "ORDER BY p.most_popular_post_ID DESC\n",
+    "LIMIT 8;\n",
+    "```\n",
+    "\n",
+    "```\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| singer_name   | most_popular_post_ID | post_content                                                                                                                                           |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "| Ariana Grande | 1102985085719068672  | love someone in your life as much as Jake Tapper loves the US war machine. Man is always there like one of those we… https://t.co/IGhzrnYeWo           |\n",
+    "| KATY PERRY    | 1102866539433254918  | hi I’m wide awake and I can never say that without singing the katy perry song....lol                                                                  |\n",
+    "| Avril Lavigne | 1102763914368970752  | \"I saw a lot of friends disappear,\" @AvrilLavigne says of her battle with #Lyme disease. \"Now I keep my group small… https://t.co/EfNotExPk3           |\n",
+    "| Taylor Swift  | 1102697124830085120  | Strength of both 2019 draft &amp; 2019 free agency is defensive line. Good FA group for DTs &amp; 3-4 DE types even with Gr… https://t.co/YIUij4oP9n   |\n",
+    "| Chris Brown   | 1102692675231330304  | I'm glad Lady Gaga didn't stay in her lane. Same for Chris Jericho,Justin Timberlake, Mark Wahlberg,The Rock,etc. A… https://t.co/zqCpkS6wd5           |\n",
+    "| Justin Bieber | 1102670872010207235  | Cardi B's new video delivers East L.A. tacos and Bruno Mars:\n",
+    "\n",
+    "https://t.co/FpLKl5Kx7w https://t.co/2wv7NFwulz                                          |\n",
+    "| Rihanna       | 1102548147497287680  | Report: Rihanna To Sell Office Supplies &amp; Garden Ware https://t.co/oGrLduJRuX https://t.co/5OYO85JaKS                                              |\n",
+    "| Maroon 5      | 1102468355762532352  | When is Justin Bieber gonna release new music                                                                                                          |\n",
+    "+---------------+----------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------+\n",
+    "```"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 4 Views\n",
+    "\n",
+    "## View 1 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "CREATE VIEW case_1 AS \n",
+    "SELECT s.singer_name,c.Company_name\n",
+    "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n",
+    "ORDER BY s.singer_name DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## View 2 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "CREATE VIEW case_1 AS \n",
+    "SELECT s.singer_name,c.Company_name\n",
+    "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n",
+    "ORDER BY s.singer_name DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## View 3 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "CREATE VIEW case_1 AS \n",
+    "SELECT s.singer_name,c.Company_name\n",
+    "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n",
+    "ORDER BY s.singer_name DESC\n",
+    "LIMIT 10;\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## View 4 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "CREATE VIEW case_1 AS \n",
+    "SELECT s.singer_name,c.Company_name\n",
+    "FROM (Twitter_singer s inner JOIN Company_data c ON c.Typical_singers = s.singer_name)\n",
+    "ORDER BY s.singer_name DESC\n",
+    "LIMIT 10;\n",
+    "```\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 10 Procedures\n",
+    "\n",
+    "## Procedure 1 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```          \n",
+    "\n",
+    "\n",
+    "## Procedure 2 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 3 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 4 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 5 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 6 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 7 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 8 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 9 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Procedure 10 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "-- 1.\n",
+    "CREATE DEFINER=`root`@`localhost` PROCEDURE `album_amount`(albums_amount varchar(10))\n",
+    "BEGIN\n",
+    "\n",
+    "SELECT s.Spotify_singer_name, s.Spotify_singer_total_albums, t.singer_followers_count\n",
+    "FROM Spotify_singer_Account s  INNER JOIN Twitter_singer t \n",
+    "ON s.Spotify_singer_name = t.singer_name\n",
+    "WHERE s.Spotify_singer_total_albums > albums_amount;\n",
+    "\n",
+    "END\n",
+    "```\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 4 Functions\n",
+    "\n",
+    "## Function 1 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "\n",
+    "\n",
+    "DELIMITER $$ \n",
+    "\n",
+    "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n",
+    "    DETERMINISTIC\n",
+    "BEGIN\n",
+    "\n",
+    "  DECLARE song VARCHAR(50);\n",
+    "\n",
+    "  SELECT song_popularity INTO song FROM Spotify_song \n",
+    "  WHERE song_id = songId;\n",
+    "\n",
+    "  RETURN song;\n",
+    "\n",
+    "END $$\n",
+    "DELIMITER ;\n",
+    "\n",
+    "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Function 2 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "DELIMITER $$ \n",
+    "\n",
+    "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n",
+    "    DETERMINISTIC\n",
+    "BEGIN\n",
+    "\n",
+    "  DECLARE song VARCHAR(50);\n",
+    "\n",
+    "  SELECT song_popularity INTO song FROM Spotify_song \n",
+    "  WHERE song_id = songId;\n",
+    "\n",
+    "  RETURN song;\n",
+    "\n",
+    "END $$\n",
+    "DELIMITER ;\n",
+    "\n",
+    "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Function 3 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "\n",
+    "\n",
+    "DELIMITER $$ \n",
+    "\n",
+    "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n",
+    "    DETERMINISTIC\n",
+    "BEGIN\n",
+    "\n",
+    "  DECLARE song VARCHAR(50);\n",
+    "\n",
+    "  SELECT song_popularity INTO song FROM Spotify_song \n",
+    "  WHERE song_id = songId;\n",
+    "\n",
+    "  RETURN song;\n",
+    "\n",
+    "END $$\n",
+    "DELIMITER ;\n",
+    "\n",
+    "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n",
+    "```\n",
+    "\n",
+    "\n",
+    "## Function 4 <br>\n",
+    "Description: Get all the Twitter singers' name who are the typical singers the the all ompany data.\n",
+    "\n",
+    "```sql\n",
+    "\n",
+    "\n",
+    "DELIMITER $$ \n",
+    "\n",
+    "CREATE DEFINER=`root`@`localhost` FUNCTION `GetSongPopularty`(songId VARCHAR(500)) RETURNS varchar(50) CHARSET utf8mb4\n",
+    "    DETERMINISTIC\n",
+    "BEGIN\n",
+    "\n",
+    "  DECLARE song VARCHAR(50);\n",
+    "\n",
+    "  SELECT song_popularity INTO song FROM Spotify_song \n",
+    "  WHERE song_id = songId;\n",
+    "\n",
+    "  RETURN song;\n",
+    "\n",
+    "END $$\n",
+    "DELIMITER ;\n",
+    "\n",
+    "- eg: '0PJIbOdMs3bd5AT8liULMQ'\n",
+    "```\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# 10 Indexs\n",
+    "\n",
+    "## Index 1 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 2 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 3<br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 4 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 5 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 6 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 7 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 8 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 9 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n",
+    "\n",
+    "\n",
+    "## Index 10 <br>\n",
+    "\n",
+    "```sql\n",
+    "select song_popularity from Spotify_song;\n",
+    "CREATE INDEX get_song_popularity\n",
+    "ON sys.Spotify_song (song_popularity);\n",
+    "select song_popularity from Spotify_song;\n",
+    "```\n",
+    "\n",
+    "![5](5.png) \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#  Analytics\n",
+    "\n",
+    "BLANK"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Conclusion\n",
+    "\n",
+    "BLANK\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": []
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#  Citations\n",
+    "\n",
+    "https://www.visual-paradigm.com/guide/data-modeling/what-is-entity-relationship-diagram/\n",
+    "\n",
+    "https://en.wikipedia.org/wiki/Hyperparameter_(machine_learning)\n",
+    "\n",
+    "https://towardsdatascience.com/what-are-hyperparameters-and-how-to-tune-the-hyperparameters-in-a-deep-neural-network-d0604917584a\n",
+    "\n",
+    "https://towardsdatascience.com/hyperparameters-in-deep-learning-927f7b2084dd\n",
+    "\n",
+    "https://www.w3schools.com/sql/sql_create_index.asp\n",
+    "\n",
+    "https://docs.microsoft.com/en-us/sql/t-sql/statements/create-function-transact-sql?view=sql-server-2017\n",
+    "\n",
+    "https://www.w3schools.com/sql/sql_view.asp"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "#  License\n",
+    "\n",
+    "MIT License\n",
+    "\n",
+    "Copyright (c) 2019 Hsiang-Hua Chen, Yuan Chai\n",
+    "\n",
+    "Permission is hereby granted, free of charge, to any person obtaining a copy\n",
+    "of this software and associated documentation files (the \"Software\"), to deal\n",
+    "in the Software without restriction, including without limitation the rights\n",
+    "to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n",
+    "copies of the Software, and to permit persons to whom the Software is\n",
+    "furnished to do so, subject to the following conditions:\n",
+    "\n",
+    "The above copyright notice and this permission notice shall be included in all\n",
+    "copies or substantial portions of the Software.\n",
+    "\n",
+    "THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n",
+    "IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n",
+    "FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n",
+    "AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n",
+    "LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n",
+    "OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n",
+    "SOFTWARE."
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/DB/LICENSE b/DB/report/LICENSE
similarity index 100%
rename from DB/LICENSE
rename to DB/report/LICENSE
diff --git a/DB/report/Portfolio.docx b/DB/report/Portfolio.docx
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similarity index 100%
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similarity index 100%
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similarity index 100%
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similarity index 100%
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diff --git a/DB/result/result/organized/300/Hyperparameter_DL_300.csv b/DB/result/result/organized/300/Hyperparameter_DL_300.csv
deleted file mode 100644
index 158ff4d..0000000
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+++ /dev/null
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diff --git a/DB/result/result/organized/300/Hyperparameter_GBM_300.csv b/DB/result/result/organized/300/Hyperparameter_GBM_300.csv
deleted file mode 100644
index a3f4833..0000000
--- a/DB/result/result/organized/300/Hyperparameter_GBM_300.csv
+++ /dev/null
@@ -1,19 +0,0 @@
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diff --git a/DB/result/result/organized/300/Hyperparameter_GLM_300.csv b/DB/result/result/organized/300/Hyperparameter_GLM_300.csv
deleted file mode 100644
index 8009cbe..0000000
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+++ /dev/null
@@ -1,2 +0,0 @@
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diff --git a/DB/result/result/organized/300/Hyperparameter_XGBoost_300.csv b/DB/result/result/organized/300/Hyperparameter_XGBoost_300.csv
deleted file mode 100644
index 2e44a6d..0000000
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+++ /dev/null
@@ -1,12 +0,0 @@
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diff --git a/DB/result/result/organized/300/leaderboard_300.csv b/DB/result/result/organized/300/leaderboard_300.csv
deleted file mode 100644
index d25eb4e..0000000
--- a/DB/result/result/organized/300/leaderboard_300.csv
+++ /dev/null
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diff --git a/DB/result/result/organized/300/varimp_percentage_300.csv b/DB/result/result/organized/300/varimp_percentage_300.csv
deleted file mode 100644
index dbd0094..0000000
--- a/DB/result/result/organized/300/varimp_percentage_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
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diff --git a/DB/result/result/organized/300/varimp_relative_importance_300.csv b/DB/result/result/organized/300/varimp_relative_importance_300.csv
deleted file mode 100644
index 40bb8b1..0000000
--- a/DB/result/result/organized/300/varimp_relative_importance_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
-,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
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diff --git a/DB/result/result/organized/300/varimp_scaled_importance_300.csv b/DB/result/result/organized/300/varimp_scaled_importance_300.csv
deleted file mode 100644
index b84aa7f..0000000
--- a/DB/result/result/organized/300/varimp_scaled_importance_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
-,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
-0,GBM_1_AutoML_20190421_193027,1.0,0.7520702814649974,0.7120477231114524,0.25778148881322865,0.23090686867570653,0.2186460796287017,0.17480340509201484,0.16660611095128045,0.1209448025286695,0.11102840561596308,0.10116433684346904,0.09631060414090588,0.09481718016770155,0.04397313764977775,0.037631906352348525,0.02742228180413481,0.020811376726409467,0.011268824031505484
-1,XGBoost_1_AutoML_20190421_193027,1.0,0.9737134878582274,0.6506431153200696,0.28589775065843787,0.27851376962480356,0.1943728485823688,0.1641609893490821,0.15340104477951358,0.1317253224076846,0.0979138576299417,0.09604797786889353,0.08118519528817046,0.07396734161558977,0.04661748465153741,0.02986950012043854,0.014276044862308167,0.011775612640008426,0.009692597145937733
-2,XGBoost_2_AutoML_20190421_193027,1.0,0.9417451957222575,0.7195860659484249,0.23627611393420073,0.22536448541174028,0.2117042866710606,0.17427394584824699,0.1363407255379408,0.1268071644751408,0.10450263661796917,0.1008058684074429,0.07743893288490637,0.03670207852415452,0.019397428539678137,0.015500606947400183,0.010687716532909966,0.010263405722461984,0.005080015176415222
-3,XGBoost_grid_1_AutoML_20190421_193027_model_6,1.0,0.7921717471628684,0.6380180013621046,0.3548910268512195,0.30186805464995226,0.24523315507584667,0.20181498400235132,0.19891851342413278,0.1609707306495001,0.15537224865160068,0.1325963310228756,0.10536957274762081,0.10417389761661229,0.10187892985387045,0.03921171843512788,0.030653023089489265,0.020964113977349864,0.014214509998106886
-4,XGBoost_grid_1_AutoML_20190421_193027_model_4,1.0,0.9098963015370036,0.8046999971026014,0.2811837729015212,0.2549515452697696,0.2258474370047792,0.17666144503682252,0.13821730972187057,0.13492034710456144,0.13192803742529965,0.12235678660697394,0.0967660995940044,0.08323735503301803,0.0820575172911255,0.054347533537388464,0.031930897541169095,0.011484815098628016,0.00612581464775587
-5,XGBoost_grid_1_AutoML_20190421_193027_model_1,1.0,0.5789403641032493,0.502312065688858,0.2821563942315206,0.2597763204106656,0.25385416970800817,0.16749796500178635,0.16132430923637806,0.14815065637854274,0.13551702462726428,0.0945509492801758,0.08530385258265775,0.0707511772338974,0.0541883202611679,0.029972080030461673,0.02453230817862723,0.012933943720229936,0.010434284678592642
-6,GBM_4_AutoML_20190421_193027,1.0,0.6573891301699228,0.585386988341651,0.21503719143415745,0.1750996048827338,0.1379863576477839,0.12455517784469307,0.11776211452267021,0.1027651484784009,0.07885666307050897,0.06953727047566995,0.06566974685625364,0.046533638661677236,0.02369343509124538,0.022757890832545445,0.01989524210083117,0.00680138297734769,0.005214968163136522
-7,GBM_grid_1_AutoML_20190421_193027_model_2,1.0,0.6655986161839679,0.653180428715298,0.3561751675135411,0.25139625388810166,0.2208091132370136,0.18922097198095067,0.1872629045487059,0.17363007623527765,0.15028372893326375,0.14715110175062918,0.11228559864331289,0.11214432102795695,0.06460619792566254,0.044174895395408524,0.03606313185890671,0.0131563413434482,0.006236503480376598
-8,GBM_2_AutoML_20190421_193027,1.0,0.8743101445980568,0.8652301834651002,0.24264856096498383,0.23853824054149536,0.18052296891696987,0.17877847424155674,0.1756484844543658,0.146285354719614,0.13277195164563999,0.13152809539130011,0.09671098775733707,0.06846664505146763,0.06246194736087009,0.029577762613932242,0.019842506770926773,0.015398746468176096,0.005361333457922359
-9,GBM_3_AutoML_20190421_193027,1.0,0.5606896748148897,0.33227343727659037,0.16579267136528683,0.14864273451287696,0.1280312795618521,0.11956025314850773,0.09536621180724993,0.06945483394027066,0.06656344291433737,0.06339016453745726,0.05775657347635838,0.04725745399390563,0.04641698150499708,0.042599109760813214,0.008399835896370193,0.00523683795232756,0.0033717280553080325
-10,XGBoost_grid_1_AutoML_20190421_193027_model_2,1.0,0.8439656256054573,0.6902260349939531,0.30620785524964805,0.2552247940863321,0.15749513798785308,0.1426457668039126,0.13831514693384797,0.11269409773839661,0.10374730823321614,0.09106021969794911,0.08858028461908433,0.06047438729962386,0.04192047096025479,0.028239419673345843,0.027397263301795538,0.009482987109512515,0.006484854469559443
-11,XRT_1_AutoML_20190421_193027,1.0,0.9915446540696542,0.9642707091736621,0.3727136146462694,0.3560040620316027,0.2667192485815425,0.2640646826049541,0.23749248041900647,0.2352728676486174,0.17594424138708883,0.1672191555095168,0.09384796339802587,0.06167929656986775,0.05289472743966031,0.042383428676236255,0.03225622846696998,0.02310190659039728,0.01984773386510119
-12,XGBoost_grid_1_AutoML_20190421_193027_model_3,1.0,0.8453589555277807,0.6644026434968899,0.24128692028786713,0.23149962423443743,0.20200738846205926,0.13590130377814277,0.12235725816478414,0.11153885939421457,0.10317864821044483,0.09525829415018844,0.05348301076557011,0.02356473379791011,0.022399538082694598,0.020410494304118926,0.011114934711677325,0.007404096410922924,0.006448522367363313
-13,DRF_1_AutoML_20190421_193027,1.0,0.8938540292570314,0.7234693184706382,0.32387688698187805,0.2823838732152486,0.23972969864872262,0.22874663220548982,0.20839359222136958,0.17436596460761083,0.13036388849553138,0.11311716010011093,0.10399443788225557,0.09058547171144367,0.057994872342657586,0.04673036624354312,0.025464267428804924,0.01893785853305615,0.015539287832845451
-14,GBM_grid_1_AutoML_20190421_193027_model_6,1.0,0.8575155501757336,0.6496121118129464,0.4662743849732763,0.41756740300617146,0.3632875993300528,0.32542410168836267,0.24295323458649237,0.18936001336490443,0.18013164917166366,0.1439001398897821,0.135617903440389,0.13432495125943356,0.073945098781962,0.047519278915181484,0.03294520938789305,0.025865307468278614,0.010115815642631858
-15,XGBoost_3_AutoML_20190421_193027,1.0,0.7296208503097589,0.6103004449318692,0.17695081557402662,0.17278791043301728,0.11063551471581413,0.10692082752892461,0.1027376817174733,0.09269615205501269,0.09198930107190881,0.07693464722970943,0.07549622402632093,0.06490208273273243,0.04963627273295419,0.03667707512232098,0.016171619062115068,0.015010345875560197,0.012143399303672553
-16,XGBoost_grid_1_AutoML_20190421_193027_model_7,1.0,0.6843346429261634,0.5803107374887514,0.22760900571986833,0.1979110431636053,0.14885895088453832,0.1408867584237935,0.10832588527935191,0.09177567493893024,0.08922588767036992,0.08876197954355663,0.06236603012564108,0.052721113093965426,0.025045016533099,0.023831497712428117,0.009085351975385951,0.0026310645898929893,0.002472468604180013
-17,GBM_grid_1_AutoML_20190421_193027_model_5,1.0,0.9146839831199,0.5341798059764179,0.5135162831010833,0.5040796822529253,0.3992706017251313,0.3971515222370186,0.28345114017193285,0.27647290193814505,0.2578927772873308,0.1529724217078052,0.12196274577403701,0.11961566710060204,0.10684318811787966,0.07492456443968647,0.05349366772241961,0.04131595646907176,0.03479234100165823
-18,GBM_grid_1_AutoML_20190421_193027_model_3,1.0,0.8004117041458544,0.7534049868090135,0.3109617250699495,0.27982911654538917,0.13556870248835093,0.1099869617359203,0.07161280387408266,0.07089764182363578,0.06633986036780182,0.050535233783194564,0.04347716044533728,0.03444481921113597,0.01408059155289337,0.00907350500665922,0.006241853407372401,0.0060764841727112195,0.0
-19,GBM_grid_1_AutoML_20190421_193027_model_7,1.0,0.7179572257760438,0.5992474412809058,0.20065631703934791,0.13165237790532205,0.12109341926039452,0.11992633897168893,0.10960429726069404,0.08864237966224324,0.08809283124285643,0.08416617719231026,0.0819126826371452,0.06895537258074869,0.04779334181971655,0.03035804643977099,0.013309863281060066,0.005130125825704341,0.0004062772644915204
-20,GBM_grid_1_AutoML_20190421_193027_model_10,1.0,0.4599719665081019,0.17214411412066535,0.1483432158249918,0.14689167536664985,0.10352644728750067,0.0903636281420585,0.08124324656951579,0.06486830869298282,0.045483538443030054,0.029810929270990317,0.019391403258292954,0.012975553736916477,0.011001665095587377,0.008345764499296082,0.007211034631554972,0.0063212622513377364,0.0027956371957934306
-21,GBM_5_AutoML_20190421_193027,1.0,0.8952532305702082,0.805221299248035,0.17270641075019427,0.17074030321006908,0.15165212759007404,0.14320805443124818,0.08049036674518574,0.07179160030728052,0.06834778680609888,0.05075759605887862,0.037902517514411656,0.03671539385379409,0.02137043029913086,0.01875141295575171,0.0070868570473887026,0.00231685454599452,0.0
-22,GBM_grid_1_AutoML_20190421_193027_model_4,1.0,0.7881969750043907,0.6429472311292582,0.19326890662995821,0.13279607727293366,0.10675353369355874,0.10575831145657959,0.10341758645820734,0.09268651745808282,0.09243902205966392,0.07696098113286931,0.06390551553448895,0.05429404145893287,0.04563893849084732,0.027451596085139453,0.02245930927506459,0.0038732775227660584,0.0
-23,DeepLearning_1_AutoML_20190421_193027,1.0,0.756159245967865,0.677639365196228,0.6222917437553406,0.6190869212150574,0.6024385094642639,0.5798927545547485,0.5578292012214661,0.5522172451019287,0.5244091749191284,0.5093113780021667,0.5090535283088684,0.49558570981025696,0.4500841796398163,0.42389270663261414,0.3869556486606598,0.3798987865447998,0.37545397877693176
-24,DeepLearning_grid_1_AutoML_20190421_193027_model_3,1.0,0.8910967111587524,0.8654041290283203,0.8623175024986267,0.8608731627464294,0.8534992933273315,0.848537266254425,0.8448624014854431,0.8444206118583679,0.8321366310119629,0.8301095366477966,0.8295007348060608,0.8281052708625793,0.82469242811203,0.8218578696250916,0.8073364496231079,0.7924529910087585,0.7673959136009216
-25,GBM_grid_1_AutoML_20190421_193027_model_9,1.0,0.7780394958960867,0.6952894391428565,0.23325010303402263,0.2218505920793863,0.19175235866891313,0.1414985876003693,0.13810346791963912,0.1234687216841017,0.12267600282239002,0.10970202203152239,0.09626692367337528,0.09105083356331248,0.06700077305632524,0.03158497229253285,0.018412854288014504,0.014144644884876626,0.009241930092843699
-26,DeepLearning_grid_1_AutoML_20190421_193027_model_1,1.0,0.7604896426200867,0.7340376377105713,0.7000300884246826,0.5499024391174316,0.5293046832084656,0.5145142078399658,0.5102518796920776,0.48114627599716187,0.46777981519699097,0.4663582742214203,0.41538769006729126,0.4148634970188141,0.412527471780777,0.41252416372299194,0.35780954360961914,0.30356600880622864,0.2980256974697113
-27,GBM_grid_1_AutoML_20190421_193027_model_8,1.0,0.5571977576741237,0.43275579092196786,0.33240575134379147,0.29905322447051225,0.28935441231898873,0.2374333765097318,0.2182142126894005,0.16394080660602298,0.12227754266749088,0.06780350453685374,0.054087134342154675,0.03433509224628811,0.01953840332572278,0.01584505713421364,0.01454534637857136,0.01378189679387872,0.011722965072811809
-28,GBM_grid_1_AutoML_20190421_193027_model_1,1.0,0.5305229063311984,0.43027761453165597,0.4138223308761892,0.18225167654595734,0.13087961982381352,0.11794750651078569,0.11634910116851077,0.10486419269240752,0.04836588974771265,0.04085641070006235,0.02718578140987969,0.02472444292882436,0.0219380242935089,0.01542763481726544,0.009736169031891662,0.009543455159480688,0.00854841152304654
-29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,1.0,0.9208096265792847,0.9162268042564392,0.9123388528823853,0.9073420166969299,0.8908087015151978,0.8815135955810547,0.8717778921127319,0.859717607498169,0.846998929977417,0.8387015461921692,0.8337118625640869,0.8237316012382507,0.8115488290786743,0.8029087781906128,0.797060489654541,0.7946454286575317,0.7863799929618835
-30,GBM_grid_1_AutoML_20190421_193027_model_11,1.0,0.8586776804705881,0.7194289499307274,0.1737576700180607,0.14634439513818062,0.1284518694093727,0.11501990196590144,0.10472971766784867,0.09032461575315577,0.07754936345501937,0.07111248606088819,0.0669290948685877,0.036699368678732865,0.025409748044443983,0.02068539408689233,0.016481894626010164,0.0030758242655433317,0.0
-31,GBM_grid_1_AutoML_20190421_193027_model_13,1.0,0.9829033224217405,0.5186932894109931,0.44481931343814196,0.2754832143961598,0.13679324320649858,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-32,GBM_grid_1_AutoML_20190421_193027_model_12,1.0,0.6069351407476821,0.33618265591149343,0.3118539726886598,0.3073534296472767,0.30275445233738707,0.2993565951354623,0.2642557984445116,0.23911484747967812,0.13936873881574546,0.06288504698102346,0.04550865710888833,0.018825151418548826,0.01613739631590384,0.0032437726478995853,0.002109039584921686,0.0006072708418466229,0.0
-33,GLM_grid_1_AutoML_20190421_193027_model_1,1.0,0.9972037180801214,0.8080881133251931,0.7513442577743596,0.6557905209053693,0.5843256362517915,0.5820039171631601,0.5465844888657325,0.5465844888123271,0.5363356229828524,0.504322900731093,0.4168516738042035,0.37688280116553957,0.34530941315958463,0.17721263615384603,0.08432987377505967,0.06672003292471182,0.02594975616749298
-34,XGBoost_grid_1_AutoML_20190421_193027_model_5,1.0,0.9311375607560775,0.8221022755144908,0.2168486189122715,0.12804798161398342,0.12253135064399709,0.10132946386208226,0.10089593407756577,0.06855214005462268,0.057018764022994904,0.05004941588504406,0.04462926739295488,0.040016512504425214,0.01617090236842971,0.011589065527773328,0.011438210982622203,0.009952782044766052,0.0012536844690471795
-35,XGBoost_grid_1_AutoML_20190421_193027_model_8,1.0,0.4046064757493189,0.12425016214824679,0.1219594204845651,0.05181726513225435,0.023872696454413967,0.017623823316928317,0.0008041664601403988,,,,,,,,,,
diff --git a/DB/result/sql/View1.sql b/DB/result/sql/View1.sql
new file mode 100644
index 0000000..33c3d4e
--- /dev/null
+++ b/DB/result/sql/View1.sql
@@ -0,0 +1,11 @@
+CREATE 
+    ALGORITHM = UNDEFINED 
+    DEFINER = `root`@`localhost` 
+    SQL SECURITY DEFINER
+VIEW `finall`.`case1` AS
+    SELECT 
+        COUNT(0) AS `COUNT(*)`
+    FROM
+        `finall`.`model` `m`
+    WHERE
+        (`m`.`Type` = 'DL')
\ No newline at end of file
diff --git a/DB/result/sql/View2.sql b/DB/result/sql/View2.sql
new file mode 100644
index 0000000..4b7495c
--- /dev/null
+++ b/DB/result/sql/View2.sql
@@ -0,0 +1,13 @@
+CREATE 
+    ALGORITHM = UNDEFINED 
+    DEFINER = `root`@`localhost` 
+    SQL SECURITY DEFINER
+VIEW `finall`.`case2` AS
+    SELECT 
+        `mm`.`ID` AS `ID`,
+        `mm`.`Model_name` AS `Model_name`,
+        `dl`.`standardize` AS `standardize`
+    FROM
+        (`finall`.`model_metadata` `mm`
+        JOIN `finall`.`glm_model` `dl` ON ((`mm`.`ID` = `dl`.`Model_id`)))
+    ORDER BY `mm`.`Model_name` , `mm`.`Run_time` DESC
\ No newline at end of file
diff --git a/DB/result/sql/View3.sql b/DB/result/sql/View3.sql
new file mode 100644
index 0000000..5fe695a
--- /dev/null
+++ b/DB/result/sql/View3.sql
@@ -0,0 +1,18 @@
+CREATE 
+    ALGORITHM = UNDEFINED 
+    DEFINER = `root`@`localhost` 
+    SQL SECURITY DEFINER
+VIEW `finall`.`case3` AS
+    SELECT 
+        `metr`.`ID` AS `ID`,
+        `metr`.`Model_id` AS `Model_id`,
+        `mm`.`Model_name` AS `Model_name`,
+        `mm`.`Run_time` AS `Run_time`,
+        `metr`.`MSE` AS `MSE`
+    FROM
+        (`finall`.`metrices_model` `metr`
+        JOIN `finall`.`model_metadata` `mm` ON ((`metr`.`Model_id` = `mm`.`ID`)))
+    WHERE
+        (`metr`.`Model_id` LIKE 'DL%')
+    ORDER BY `metr`.`MSE`
+    LIMIT 20
\ No newline at end of file
diff --git a/DB/result/sql/View4.sql b/DB/result/sql/View4.sql
new file mode 100644
index 0000000..c6f75e5
--- /dev/null
+++ b/DB/result/sql/View4.sql
@@ -0,0 +1,11 @@
+CREATE 
+    ALGORITHM = UNDEFINED 
+    DEFINER = `root`@`localhost` 
+    SQL SECURITY DEFINER
+VIEW `finall`.`case4` AS
+    SELECT 
+        AVG(`mm`.`RMSE`) AS `GLM_AVERAGE_rmse`
+    FROM
+        `finall`.`metrices_model` `mm`
+    WHERE
+        (`mm`.`Model_id` LIKE 'DRF%')
\ No newline at end of file
diff --git a/DB/result/sql/function1.sql b/DB/result/sql/function1.sql
new file mode 100644
index 0000000..fa38d9a
--- /dev/null
+++ b/DB/result/sql/function1.sql
@@ -0,0 +1,10 @@
+CREATE DEFINER=`root`@`localhost` FUNCTION `Type_Max_Get_Max_MAE_In_Metrices_Model`(Enter VARCHAR(50)) RETURNS varchar(500) CHARSET utf8
+BEGIN
+
+  DECLARE namemodel VARCHAR(500);
+
+  SELECT max(MAE) INTO namemodel FROM Metrices_Model
+  where Enter = "max";
+
+  RETURN namemodel;
+END
\ No newline at end of file
diff --git a/DB/result/sql/function2.sql b/DB/result/sql/function2.sql
new file mode 100644
index 0000000..506c695
--- /dev/null
+++ b/DB/result/sql/function2.sql
@@ -0,0 +1,9 @@
+CREATE DEFINER=`root`@`localhost` FUNCTION `get_Deep_learning_model_Epochs`(id int) RETURNS varchar(500) CHARSET utf8
+BEGIN
+  DECLARE a varchar(500);
+ -- DECLARE b BIGINT;
+ SELECT epochs INTO a FROM Deep_learning_model 
+ WHERE ID = id limit 1;
+ 
+RETURN (a);
+END
\ No newline at end of file
diff --git a/DB/result/sql/function3.sql b/DB/result/sql/function3.sql
new file mode 100644
index 0000000..015b062
--- /dev/null
+++ b/DB/result/sql/function3.sql
@@ -0,0 +1,8 @@
+CREATE DEFINER=`root`@`localhost` FUNCTION `Max_depth_Bigger_Than_Enter_In_XGBoost_Model`(EnteredNum int) RETURNS varchar(50) CHARSET utf8
+BEGIN
+ DECLARE b BIGINT;
+ SELECT count(max_depth) INTO b FROM XGBoost_Model
+ WHERE max_depth > EnteredNum;
+ 
+RETURN (b);
+END
\ No newline at end of file
diff --git a/DB/result/sql/function4.sql b/DB/result/sql/function4.sql
new file mode 100644
index 0000000..fa38d9a
--- /dev/null
+++ b/DB/result/sql/function4.sql
@@ -0,0 +1,10 @@
+CREATE DEFINER=`root`@`localhost` FUNCTION `Type_Max_Get_Max_MAE_In_Metrices_Model`(Enter VARCHAR(50)) RETURNS varchar(500) CHARSET utf8
+BEGIN
+
+  DECLARE namemodel VARCHAR(500);
+
+  SELECT max(MAE) INTO namemodel FROM Metrices_Model
+  where Enter = "max";
+
+  RETURN namemodel;
+END
\ No newline at end of file
diff --git a/DB/result/sql/usecase.sql b/DB/result/sql/usecase.sql
new file mode 100644
index 0000000..50cc27f
--- /dev/null
+++ b/DB/result/sql/usecase.sql
@@ -0,0 +1,89 @@
+#1. ------找到最好的model
+SELECT me.Model_id, me.RMSE, mm.Model_name, mm.Run_time
+FROM Metrices_Model me inner join Model_Metadata mm
+ON me.Model_id  = mm.ID
+order by RMSE desc 
+LIMIT 1
+;
+
+# 2. ------同一個model， 不同runtime 的hyper parameter
+SELECT mm.ID, mm.Model_name, mm.Run_time, 
+me.RMSE,
+dl. hidden1, hidden2,hidden3,epochs
+FROM Model_Metadata mm left join Deep_learning_model dl
+ON mm.ID = dl.model_id
+JOIN Metrices_Model me 
+ON  dl.model_id = me.Model_id
+WHERE mm.ID LIKE "DL%" 
+ORDER BY mm.Model_name, me.RMSE, mm.Run_time desc
+;
+
+#3. ------同一個 類型 model的average rmse
+SELECT avg(mm.RMSE) as GLM_AVERAGE_rmse
+FROM Metrices_Model mm 
+WHERE mm.Model_id LIKE "G%" 
+;
+
+# 4. ------高於同一個xg的 avg  rmse 的模型name和runtime
+SELECT metr.ID, metr.Model_id,mm.Model_name, mm.Run_time, metr.RMSE
+FROM Metrices_Model metr INNER JOIN Model_Metadata mm
+ON metr.Model_id = mm.ID
+WHERE metr.Model_id LIKE "XG%"  
+HAVING metr.RMSE > (
+SELECT avg(metr.RMSE) 
+FROM Metrices_Model metr 
+WHERE metr.Model_id LIKE "XG%" 
+)
+ORDER BY metr.RMSE DESC;
+
+#5. ---- 2000 秒的model 有幾個
+SELECT COUNT(*)
+FROM Model_Metadata mm
+WHERE mm.Run_time = 2000
+order BY mm.Run_time
+;
+
+
+# 6. ---- dl 模型的top 10 rmse
+SELECT metr.ID, metr.Model_id,mm.Model_name, mm.Run_time, metr.RMSE
+FROM Metrices_Model metr INNER JOIN Model_Metadata mm
+ON metr.Model_id = mm.ID
+WHERE metr.Model_id LIKE "XRT%"
+ORDER BY metr.RMSE
+LIMIT 10;
+
+#7. ------Whats the range of the learning rate of all the model in the database,
+
+SELECT 
+MIN(gm.ntrees) AS min_ntrees,  
+MAX(gm.ntrees) AS max_ntrees,
+MIN(gm.max_depth) AS min_max_depth,  
+MAX(gm.max_depth) AS max_max_depth
+FROM GBM_Model gm;
+
+
+#8 ------ city variable > 0.08 的
+SELECT *
+FROM percentage pp
+having pp.city > 0.08
+order by pp.city desc;
+
+# 9 -------- To find all the runtime of a Dataset
+SELECT distinct mm.Run_time
+from Model_Metadata mm
+order by mm.Run_time;
+
+
+# 10 ---------  有那幾種model type， 每一個model type 的數量和最佳 rmse
+SELECT mo.TYPE AS MODEL_TYPE, COUNT(*) AS AMOUNT, MAX(me.RMSE) AS BEST_RMSE
+FROM Model_Metadata mm,  Model mo, Metrices_Model me
+WHERE mm.Model_name = mo.Model_name AND  mm.ID = me.Model_id
+GROUP BY mo.type
+ORDER BY max(me.RMSE) desc 
+;
+
+
+
+
+
+
diff --git a/DB/~$presentation1.pptx b/DB/~$presentation1.pptx
deleted file mode 100644
index cfdd0a96a2773257e1e459a5324c23818650efd7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 165
zcmd=0D9%jGOV{-%O;m8sNX=tVAPVp^crX+*WHKZ&<T0c(=mL4AK(+#dGeZVLDo{*;
Gst^EWY7|8P

diff --git a/DS/H2O.ipynb b/DS/H2O.ipynb
index 1c352ca..31d3ba0 100644
--- a/DS/H2O.ipynb
+++ b/DS/H2O.ipynb
@@ -28,27 +28,842 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import matplotlib.pyplot as plt\n",
-    "%matplotlib inline\n",
+    "#data_path=None\n",
+    "all_variables=None\n",
+    "test_path=None\n",
     "\n",
-    "import warnings\n",
-    "import matplotlib.cbook\n",
-    "warnings.filterwarnings(\"ignore\", category = matplotlib.cbook.mplDeprecation)"
+    "nthreads=1 \n",
+    "min_mem_size=6 \n",
+    "classification=False\n",
+    "scale=False\n",
+    "max_models=9    \n",
+    "model_path=None\n",
+    "balance_y=False \n",
+    "balance_threshold=0.2\n",
+    "name=None \n",
+    "\n",
+    "analysis=0"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1\n"
+     ]
+    }
+   ],
    "source": [
-    "target='transaction_real_price'"
+    "pct_memory=0.5\n",
+    "virtual_memory=psutil.virtual_memory()\n",
+    "min_mem_size=int(round(int(pct_memory*virtual_memory.available)/1073741824,0))\n",
+    "print(min_mem_size)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "target = 'transaction_real_price'\n",
+    "project = 'hyper'\n",
+    "data_path = '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv'\n",
+    "#root_path = '/Users/bonnie/6105/project/DS/project/results/'\n",
+    "server_path='/Users/bonnie/6105/project/DS/project/results'  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "##  metadata\n",
+    "def alphabet(n): \n",
+    "    alpha='abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ'    \n",
+    "    str=''\n",
+    "    r=len(alpha)-1   \n",
+    "    while len(str) < n :\n",
+    "        i=random.randint(0,r)\n",
+    "        str+=alpha[i]   \n",
+    "    return str\n",
+    "\n",
+    "def set_meta_data(analysis,run_id,server,data,test,model_path,target,run_time,\n",
+    "                  classification,scale,model,balance,balance_threshold,name,\n",
+    "                  path,nthreads,min_mem_size,X, Variable_type):\n",
+    "        meta_data={} \n",
+    "        meta_data['start_time'] = time.time()\n",
+    "        meta_data['target']=target\n",
+    "        meta_data['server_path']=server\n",
+    "        meta_data['data_path']=data \n",
+    "        meta_data['test_path']=test\n",
+    "        meta_data['max_models']=model\n",
+    "        meta_data['run_time']=run_time\n",
+    "        meta_data['run_id'] =run_id\n",
+    "        meta_data['scale']=scale\n",
+    "        meta_data['classification']=classification\n",
+    "        meta_data['scale']=False\n",
+    "        meta_data['model_path']=model_path\n",
+    "        meta_data['balance']=balance\n",
+    "        meta_data['balance_threshold']=balance_threshold\n",
+    "        meta_data['project'] =name\n",
+    "        meta_data['end_time'] = time.time()\n",
+    "        meta_data['execution_time'] = 0.0\n",
+    "        meta_data['run_path'] =path\n",
+    "        meta_data['nthreads'] = nthreads\n",
+    "        meta_data['min_mem_size'] = min_mem_size\n",
+    "        meta_data['analysis'] = analysis\n",
+    "        meta_data['X']=X\n",
+    "        meta_data['variables']=Variable_type\n",
+    "\n",
+    "        return meta_data\n",
+    "    \n",
+    "\n",
+    "def get_types(df):\n",
+    "    d={}\n",
+    "    for key, val in df.types.items():\n",
+    "        d[key]=val           \n",
+    "    return d    \n",
+    "\n",
+    "def mkdir(path, name):\n",
+    "    exist = os.path.exists(path)\n",
+    "    if not exist:                   \n",
+    "        os.makedirs(path)            \n",
+    "        print ('--- create new folder',name, ' ---')\n",
+    "        \n",
+    "    else:\n",
+    "        print (\"---  \", name, \" existed ---\")\n",
+    "        \n",
+    "def create_folder(path, name):\n",
+    "    exist = os.path.exists(path)\n",
+    "    if not exist:                   \n",
+    "        os.makedirs(path)            \n",
+    "        print ('--- create new folder',name, ' ---')\n",
+    "        \n",
+    "    else:\n",
+    "        print (\"---  \", name, \" existed ---\")\n",
+    "        \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 116,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [],
+   "source": [
+    "\n",
+    "def get_leaderBoard(runtime):\n",
+    "    aml = H2OAutoML(max_runtime_secs=runtime, \n",
+    "                    project_name = project)\n",
+    "    aml.train(x=X, y=y, training_frame=df)\n",
+    "    \n",
+    "    board = aml.leaderboard    \n",
+    "    print ('get_leaderBoard done')\n",
+    "    return board\n",
+    "\n",
+    "def board_to_csv(board):\n",
+    "    board_csv = board.as_data_frame() \n",
+    "    system_date = datetime.date.today()\n",
+    "    board_csv['system_date'] = system_date\n",
+    "    board_csv['runtime'] = runtime\n",
+    "    \n",
+    "    name = 'leaderboard'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "    mkdir(file, name) \n",
+    "    \n",
+    "    path =  file + '/leaderboard'+'_'+run_id+'.csv'\n",
+    "    board_csv.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('board_to_csv done')\n",
+    "    return board_csv    \n",
+    "\n",
+    "\n",
+    "def get_BestModel(board_csv):\n",
+    "    id = board_csv['model_id'][0]\n",
+    "    best_model = h2o.get_model(id)\n",
+    "    return best_model        \n",
+    "\n",
+    "\n",
+    "def get_modelList(board_csv):\n",
+    "    model_list = []\n",
+    "    for index, row in board_csv.iterrows():    \n",
+    "        model_list.append(row['model_id'])\n",
+    "    return model_list\n",
+    "\n",
+    "\n",
+    "def get_all_varimp(board_csv):\n",
+    "    model_list = get_modelList(board_csv) \n",
+    "    \n",
+    "    bigSi = []\n",
+    "    bigPe = []\n",
+    "    bigRi = []\n",
+    "    for mid in model_list:    \n",
+    "        model = h2o.get_model(mid)\n",
+    "        varimp = model.varimp()\n",
+    "        ri = []\n",
+    "        si = []\n",
+    "        pe = []\n",
+    "        try:\n",
+    "            ri.append(mid)\n",
+    "            si.append(mid)\n",
+    "            pe.append(mid)\n",
+    "            for item in varimp:\n",
+    "            \n",
+    "                name = item[0]\n",
+    "                #print(name)\n",
+    "                rela = item[1]\n",
+    "                scal = item[2]\n",
+    "                perc = item[3]\n",
+    "                ri.append(rela) \n",
+    "                si.append(scal)\n",
+    "                pe.append(perc)\n",
+    "            bigSi.append(si)\n",
+    "            bigPe.append(pe)\n",
+    "            bigRi.append(ri)\n",
+    "        except:\n",
+    "            pass\n",
+    "        continue\n",
+    "        \n",
+    "    relative_importance = pd.DataFrame(bigRi, columns = [\n",
+    "        'model_id',\n",
+    "        'exclusive_use_area',\n",
+    "        'city',\n",
+    "        'supply_area',\n",
+    "        'apartment_building_count_in_sites',\n",
+    "        'total_parking_capacity_in_site',\n",
+    "    'room_count',\n",
+    "    'total_household_count_in_sites',\n",
+    "    'floor',\n",
+    "    'bathroom_count',\n",
+    "    'heat_type_district',\n",
+    "    'total_household_count_of_area_type',\n",
+    "    'heat_fuel_cogeneration',\n",
+    "    'heat_type_individual',\n",
+    "    'heat_fuel_gas',\n",
+    "    'front_door_structure_mixed',\n",
+    "    'front_door_structure_stairway',\n",
+    "    'front_door_structure_corridor',\n",
+    "    'heat_type_central'                          \n",
+    "                               ])\n",
+    "\n",
+    "    \n",
+    "    scaled_importance = pd.DataFrame(bigSi, columns = [\n",
+    "        'model_id',\n",
+    "        'exclusive_use_area',\n",
+    "        'city',\n",
+    "        'supply_area',\n",
+    "        'apartment_building_count_in_sites',\n",
+    "        'total_parking_capacity_in_site',\n",
+    "    'room_count',\n",
+    "    'total_household_count_in_sites',\n",
+    "    'floor',\n",
+    "    'bathroom_count',\n",
+    "    'heat_type_district',\n",
+    "    'total_household_count_of_area_type',\n",
+    "    'heat_fuel_cogeneration',\n",
+    "    'heat_type_individual',\n",
+    "    'heat_fuel_gas',\n",
+    "    'front_door_structure_mixed',\n",
+    "    'front_door_structure_stairway',\n",
+    "    'front_door_structure_corridor',\n",
+    "    'heat_type_central',                           \n",
+    "                               ])\n",
+    "    \n",
+    "    percentage = pd.DataFrame(bigPe, columns = [\n",
+    "        'model_id',\n",
+    "        'exclusive_use_area',\n",
+    "        'city',\n",
+    "        'supply_area',\n",
+    "        'apartment_building_count_in_sites',\n",
+    "        'total_parking_capacity_in_site',\n",
+    "    'room_count',\n",
+    "    'total_household_count_in_sites',\n",
+    "    'floor',\n",
+    "    'bathroom_count',\n",
+    "    'heat_type_district',\n",
+    "    'total_household_count_of_area_type',\n",
+    "    'heat_fuel_cogeneration',\n",
+    "    'heat_type_individual',\n",
+    "    'heat_fuel_gas',\n",
+    "    'front_door_structure_mixed',\n",
+    "    'front_door_structure_stairway',\n",
+    "    'front_door_structure_corridor',\n",
+    "    'heat_type_central',                           \n",
+    "                               ])\n",
+    "    \n",
+    "    name = 'varimp'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "    mkdir(file, name) \n",
+    "    \n",
+    "    \n",
+    "    path1 = file+'/varimp_relative_importance'+'_'+run_id+'.csv'\n",
+    "    relative_importance.to_csv(path1, sep=',')\n",
+    "                               \n",
+    "    \n",
+    "    path2 = file+'/varimp_scaled_importance'+'_'+run_id+'.csv'\n",
+    "    scaled_importance.to_csv(path2, sep=',')\n",
+    "    \n",
+    "    path3 = file+'/varimp_percentage'+'_'+run_id+'.csv'\n",
+    "    percentage.to_csv(path3, sep=',')\n",
+    "    print('all varimp done')\n",
+    "    return percentage   \n",
+    "\n",
+    "def get_DL_params(board_csv, model_list, name): \n",
+    "\n",
+    "    all_params = []\n",
+    "    \n",
+    "    for i in model_list:  \n",
+    "        dqw = int(i)\n",
+    "        idg = board_csv['model_id'][dqw]\n",
+    "        \n",
+    "        \n",
+    "        \n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params     \n",
+    "        \n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        \n",
+    "        if 'l2' in params:\n",
+    "            l2= params['l2']['actual']\n",
+    "        else:\n",
+    "            l2 = 'None'\n",
+    "            print(' l2 not exist')\n",
+    "        \n",
+    "        l1= params['l1']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        \n",
+    "        \n",
+    "        max_w2= params['max_w2']['actual'] \n",
+    "        momentum_ramp= params['momentum_ramp']['actual']             \n",
+    "        momentum_stable= params['momentum_stable']['actual']       \n",
+    "        momentum_start= params['momentum_start']['actual']        \n",
+    "        rate_annealing= params['rate_annealing']['actual'] \n",
+    "        rate= params['rate']['actual']   \n",
+    "        adaptive_rate= params['adaptive_rate']['actual']         \n",
+    "        score_duty_cycle= params['score_duty_cycle']['actual']         \n",
+    "        score_validation_samples= params['score_validation_samples']['actual'] \n",
+    "        epochs= params['epochs']['actual']       \n",
+    "        hidden= params['hidden']['actual']       \n",
+    "        overwrite_with_best_model= params['overwrite_with_best_model']['actual']       \n",
+    "        \n",
+    "        params_GLM = {                                        \n",
+    "            'model_id': model_id,       \n",
+    "            'overwrite_with_best_model' : overwrite_with_best_model,\n",
+    "            'hidden' : hidden,\n",
+    "            'epochs' : epochs,\n",
+    "            'score_validation_samples' : score_validation_samples,\n",
+    "            'score_duty_cycle' : score_duty_cycle,\n",
+    "            'adaptive_rate' : adaptive_rate,\n",
+    "            'rate' : rate,\n",
+    "            'rate_annealing' : rate_annealing,    \n",
+    "            'momentum_start' : momentum_start,\n",
+    "            'momentum_stable' : momentum_stable,\n",
+    "            'momentum_ramp' : momentum_ramp,\n",
+    "            'l1' : l1,\n",
+    "            'l2' : l2,\n",
+    "            'max_w2' : max_w2,\n",
+    "        }\n",
+    "        \n",
+    "        all_params.append(params_GLM) \n",
+    "        \n",
+    "    print ('HP done')   \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "                      'model_id',   \n",
+    "                      'overwrite_with_best_model',       \n",
+    "                      'hidden',                                   \n",
+    "                      'epochs',                                       \n",
+    "                      'score_validation_samples',                         \n",
+    "                      'score_duty_cycle',    \n",
+    "                      'adaptive_rate',                        \n",
+    "                      'rate',                                                 \n",
+    "                      'rate_annealing',                                           \n",
+    "                      'momentum_start',                                           \n",
+    "                      'momentum_stable',                                              \n",
+    "                      'momentum_ramp',                                        \n",
+    "                      'l1',                                                \n",
+    "                      'l2',                                            \n",
+    "                      'max_w2',     \n",
+    "                  ])\n",
+    "    \n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "    mkdir(file, name)\n",
+    "    \n",
+    "\n",
+    "    path =  file+ '/hyperparameter'+'_DL_'+run_id+'.csv'\n",
+    "\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    print ('HP_to_csv done')\n",
+    "    return df\n",
+    "\n",
+    "    \n",
+    "def get_XG_params(board_csv, model_list, name): \n",
+    "\n",
+    "    all_params = []  \n",
+    "    for i in model_list:         \n",
+    "        dqw = int(i)       \n",
+    "        idg = board_csv['model_id'][dqw]       \n",
+    "        \n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params        \n",
+    "\n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        reg_alpha= params['reg_alpha']['actual'] \n",
+    "        reg_lambda= params['reg_lambda']['actual']     \n",
+    "        booster= params['booster']['actual'] \n",
+    "        col_sample_rate_per_tree= params['col_sample_rate_per_tree']['actual'] \n",
+    "        col_sample_rate= params['col_sample_rate']['actual'] \n",
+    "        sample_rate= params['sample_rate']['actual'] \n",
+    "        min_sum_hessian_in_leaf= params['min_sum_hessian_in_leaf']['actual'] \n",
+    "        min_rows= params['min_rows']['actual'] \n",
+    "        max_depth= params['max_depth']['actual'] \n",
+    "        ntrees= params['ntrees']['actual'] \n",
+    "        \n",
+    "        params_GLM = { \n",
+    "            'model_id': model_id,        \n",
+    "            'ntrees' : ntrees,     \n",
+    "            'max_depth' : max_depth,            \n",
+    "            'min_rows' : min_rows,\n",
+    "            'min_sum_hessian_in_leaf' : min_sum_hessian_in_leaf,\n",
+    "            'sample_rate' : sample_rate,  \n",
+    "            'col_sample_rate' : col_sample_rate,\n",
+    "            'col_sample_rate_per_tree' : col_sample_rate_per_tree,\n",
+    "            'booster' : booster,\n",
+    "            'reg_lambda' : reg_lambda,\n",
+    "            'reg_alpha' : reg_alpha\n",
+    "        }\n",
+    "        all_params.append(params_GLM) \n",
+    "    print ('HP done')\n",
+    "        \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "    'model_id' , 'ntrees',\n",
+    "    'max_depth',            'min_rows' ,\n",
+    "    'min_sum_hessian_in_leaf',                 \n",
+    "    'sample_rate',\n",
+    "    'col_sample_rate' ,\n",
+    "    'col_sample_rate_per_tree'     ,                                  \n",
+    "    'booster' ,\n",
+    "    'reg_lambda' ,\n",
+    "    'reg_alpha' ])\n",
+    "    \n",
+    "\n",
+    "    \n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "    \n",
+    "    path =  file+ '/hyperparameter'+'_XGBoost_'+run_id+'.csv'\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('HP_to_csv done')\n",
+    "\n",
+    "    return df\n",
+    "\n",
+    "def get_DRF_params(board_csv, model_list,  name): \n",
+    "\n",
+    "    all_params = []\n",
+    "    \n",
+    "    \n",
+    "    for i in model_list:  \n",
+    "        \n",
+    "        dqw = int(i)\n",
+    "        \n",
+    "        idg = board_csv['model_id'][dqw]\n",
+    "        \n",
+    "        \n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params        \n",
+    "          \n",
+    " \n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        stopping_tolerance= params['stopping_tolerance']['actual']  \n",
+    "        seed= params['seed']['actual']   \n",
+    "        score_each_iteration= params['score_each_iteration']['actual']    \n",
+    "        stopping_rounds= params['stopping_rounds']['actual']     \n",
+    "        max_depth= params['max_depth']['actual']        \n",
+    "        ntrees= params['ntrees']['actual']        \n",
+    "        min_rows= params['min_rows']['actual']    \n",
+    "        max_after_balance_size= params['max_after_balance_size']['actual']    \n",
+    "        class_sampling_factors= params['class_sampling_factors']['actual']    \n",
+    "        balance_classes= params['balance_classes']['actual']  \n",
+    "    \n",
+    "        params_common = {\n",
+    "        'model_id': model_id,\n",
+    "          'balance_classes' : balance_classes,\n",
+    "                'class_sampling_factors' : class_sampling_factors,\n",
+    "                        'max_after_balance_size' : max_after_balance_size,\n",
+    "                                'min_rows' : min_rows,\n",
+    "         'ntrees' : ntrees,\n",
+    "         'max_depth' : max_depth,\n",
+    "         'stopping_rounds' : stopping_rounds,\n",
+    "         'score_each_iteration' : score_each_iteration,            \n",
+    "        'stopping_tolerance' : stopping_tolerance,\n",
+    "                  'seed' : seed\n",
+    "        }\n",
+    "        all_params.append(params_common) \n",
+    "        \n",
+    "    print ('HP done')\n",
+    "        \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "    'model_id'                                   ,   \n",
+    "    'balance_classes'                       ,\n",
+    "    'class_sampling_factors'         ,\n",
+    "    'max_after_balance_size'                     ,    \n",
+    "    'min_rows'                                   ,  \n",
+    "    'ntrees'                                     ,        \n",
+    "    'max_depth'                                  ,         \n",
+    "    'stopping_rounds'                           ,\n",
+    "    'score_each_iteration'                     ,\n",
+    "    'stopping_tolerance'                         ,    \n",
+    "    'seed'  ,\n",
+    "                  ])\n",
+    "\n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "        \n",
+    "\n",
+    "    path =  file+ '/hyperparameter'+'_DRF_'+run_id+'.csv'\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('HP_to_csv done')\n",
+    "\n",
+    "    return df\n",
+    "\n",
+    "\n",
+    "def get_XRT_params(board_csv, model_list, name): \n",
+    "\n",
+    "    all_params = []\n",
+    "    \n",
+    "    \n",
+    "    for i in model_list:  \n",
+    "        \n",
+    "        dqw = int(i)\n",
+    "        \n",
+    "        idg = board_csv['model_id'][dqw]\n",
+    "        \n",
+    "        \n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params                   \n",
+    "        \n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        \n",
+    "        stopping_tolerance= params['stopping_tolerance']['actual']  \n",
+    "        \n",
+    "        seed= params['seed']['actual']   \n",
+    "        \n",
+    "        score_each_iteration= params['score_each_iteration']['actual']    \n",
+    "        \n",
+    "        stopping_rounds= params['stopping_rounds']['actual']     \n",
+    "        \n",
+    "        max_depth= params['max_depth']['actual']     \n",
+    "        \n",
+    "        ntrees= params['ntrees']['actual']  \n",
+    "        min_rows= params['min_rows']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        max_after_balance_size= params['max_after_balance_size']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        class_sampling_factors= params['class_sampling_factors']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        balance_classes= params['balance_classes']['actual']    \n",
+    "\n",
+    "    \n",
+    "    \n",
+    "        params_common = {\n",
+    "        'model_id': model_id,\n",
+    "          'balance_classes' : balance_classes,\n",
+    "                'class_sampling_factors' : class_sampling_factors,\n",
+    "                        'max_after_balance_size' : max_after_balance_size,\n",
+    "                                'min_rows' : min_rows,\n",
+    "         'ntrees' : ntrees,\n",
+    "         'max_depth' : max_depth,\n",
+    "         'stopping_rounds' : stopping_rounds,\n",
+    "         'score_each_iteration' : score_each_iteration,            \n",
+    "        'stopping_tolerance' : stopping_tolerance,\n",
+    "                  'seed' : seed\n",
+    "         }\n",
+    "    \n",
+    "        all_params.append(params_common) \n",
+    "        \n",
+    "    print ('HP done')\n",
+    "        \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "    'model_id'                     ,      \n",
+    "    'balance_classes'              ,      \n",
+    "    'class_sampling_factors'       ,                  \n",
+    "    'max_after_balance_size'       ,              \n",
+    "    'min_rows'                     ,              \n",
+    "    'ntrees'                       ,              \n",
+    "    'max_depth'                    ,              \n",
+    "    'stopping_rounds'              ,                          \n",
+    "    'score_each_iteration'         ,                          \n",
+    "    'stopping_tolerance'           ,                      \n",
+    "    'seed'                         ,\n",
+    "                  ])\n",
+    "\n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "    \n",
+    "    \n",
+    "    path =  file + '/hyperparameter'+'_XRT_'+run_id+'.csv'\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('HP_to_csv done')\n",
+    "\n",
+    "    return df\n",
+    "\n",
+    "\n",
+    "\n",
+    "def get_GBM_params(board_csv, model_list, name): \n",
+    "\n",
+    "    all_params = []\n",
+    "    \n",
+    "    for i in model_list:  \n",
+    "        \n",
+    "        dqw = int(i)\n",
+    "        \n",
+    "        idg = board_csv['model_id'][dqw]\n",
+    "\n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params       \n",
+    "        \n",
+    "\n",
+    "            \n",
+    "        \n",
+    "  \n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        \n",
+    "        if 'stopping_rounds' in params:\n",
+    "            stopping_rounds= params['stopping_rounds']['actual']\n",
+    "        else:\n",
+    "            stopping_rounds = 'None'\n",
+    "            print('stopping_rounds not exist')\n",
+    "            \n",
+    "        if 'stopping_metric' in params:\n",
+    "            stopping_metric= params['stopping_metric']['actual']\n",
+    "            \n",
+    "        else:\n",
+    "            stopping_metric = 'None'\n",
+    "            print('stopping_metric not exist')\n",
+    "        \n",
+    "        if 'stopping_tolerance' in params:\n",
+    "            stopping_tolerance= params['stopping_tolerance']['actual']\n",
+    "        else:\n",
+    "            stopping_tolerance = 'None'\n",
+    "            print('topping_tolerance not exist')\n",
+    "        \n",
+    "        if 'col_sample_rate' in params:\n",
+    "            col_sample_rate= params['col_sample_rate']['actual'] \n",
+    "        else:\n",
+    "            col_sample_rate = 'None'\n",
+    "            print('col_sample_rate not exist')      \n",
+    "            \n",
+    "        if 'sample_rate' in params:\n",
+    "            sample_rate= params['sample_rate']['actual'] \n",
+    "        else:\n",
+    "            sample_rate = 'None'\n",
+    "            print(' sample_rate not exist')  \n",
+    "        \n",
+    "        if 'max_depth' in params:\n",
+    "            max_depth= params['max_depth']['actual'] \n",
+    "        else:\n",
+    "            max_depth = 'None'\n",
+    "            print(' max_depth not exist')         \n",
+    "        \n",
+    "        if 'learn_rate' in params:\n",
+    "            learn_rate= params['learn_rate']['actual'] \n",
+    "        else:\n",
+    "            learn_rate = 'None'\n",
+    "            print(' learn_rate not exist')  \n",
+    "            \n",
+    "        if 'ntrees' in params:\n",
+    "            ntrees= params['ntrees']['actual'] \n",
+    "        else:\n",
+    "            ntrees = 'None'\n",
+    "            print(' ntrees not exist')  \n",
+    "        \n",
+    "        seed= params['seed']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        score_each_iteration= params['score_each_iteration']['actual']     \n",
+    "        \n",
+    "        params_common = {\n",
+    "        'model_id': model_id,\n",
+    "        'ntrees' : ntrees,\n",
+    "        'learn_rate' : learn_rate,\n",
+    "                        'max_depth' : max_depth,\n",
+    "                                'sample_rate' : sample_rate,\n",
+    "                                        'col_sample_rate' : col_sample_rate,\n",
+    "        'score_each_iteration' : score_each_iteration,\n",
+    "        'seed' : seed,\n",
+    "\n",
+    "        'stopping_rounds' : stopping_rounds, \n",
+    "        'stopping_metric' : stopping_metric,\n",
+    "        'stopping_tolerance' : stopping_tolerance\n",
+    "    }\n",
+    "        \n",
+    "        \n",
+    "        all_params.append(params_common) \n",
+    "        \n",
+    "    print ('HP done')\n",
+    "        \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "    'model_id'                          ,                       \n",
+    "    'ntrees'                            ,                    \n",
+    "    'learn_rate'                        ,                \n",
+    "    'max_depth'                         ,                 \n",
+    "    'sample_rate'                       ,                       \n",
+    "    'col_sample_rate'                   ,                       \n",
+    "    'score_each_iteration'              ,                                                  \n",
+    "    'seed'                              ,                                  \n",
+    "    'stopping_rounds'                   ,                                   \n",
+    "    'stopping_metric'                   ,                           \n",
+    "    'stopping_tolerance'                 \n",
+    "                  ])\n",
+    "\n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "        \n",
+    "    path =  file + '/hyperparameter'+'_GBM_'+run_id+'.csv'\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('HP_to_csv done')\n",
+    "\n",
+    "    return df\n",
+    "\n",
+    "\n",
+    "    \n",
+    "\n",
+    "def get_GLM_params(board_csv, model_list, name): \n",
+    "\n",
+    "    all_params = []\n",
+    "    \n",
+    "    for i in model_list:  \n",
+    "        dqw = int(i)\n",
+    "        idg = board_csv['model_id'][dqw]\n",
+    "        \n",
+    "        \n",
+    "        \n",
+    "        model = h2o.get_model(idg)\n",
+    "        params = model.params     \n",
+    "        \n",
+    "        model_id = params['model_id']['actual']['name']\n",
+    "        \n",
+    "\n",
+    "        \n",
+    "        standardize= params['standardize']['actual']     \n",
+    "        \n",
+    "        missing_values_handling= params['missing_values_handling']['actual']     \n",
+    "        \n",
+    "        lambda1 = params['lambda']['actual']     \n",
+    "        \n",
+    "        alpha= params['alpha']['actual']     \n",
+    "        tweedie_link_power= params['tweedie_link_power']['actual']     \n",
+    "        \n",
+    "        tweedie_variance_power= params['tweedie_variance_power']['actual']     \n",
+    "        \n",
+    "        seed= params['seed']['actual'] \n",
+    "        \n",
+    "        \n",
+    "        params_GLM = {                                        \n",
+    "\n",
+    "\n",
+    "\n",
+    "\n",
+    "        'model_id': model_id,       \n",
+    "        'seed': seed, \n",
+    "            \n",
+    "        'tweedie_variance_power': tweedie_variance_power, \n",
+    "        \n",
+    "        'tweedie_link_power': tweedie_link_power, \n",
+    "        'alpha': alpha, \n",
+    "        'lambda': lambda1, \n",
+    "            \n",
+    "        'missing_values_handling': missing_values_handling, \n",
+    "        'standardize': standardize, \n",
+    "        \n",
+    "        }\n",
+    "        \n",
+    "        all_params.append(params_GLM) \n",
+    "        \n",
+    "    print ('HP done')\n",
+    "        \n",
+    "    df = pd.DataFrame(all_params, \n",
+    "                  columns =  [\n",
+    "'model_id'                              ,\n",
+    "'seed'                                  ,\n",
+    "'tweedie_variance_power'                ,\n",
+    "'tweedie_link_power'                    ,\n",
+    "'alpha'                                 ,\n",
+    "'lambda'                                ,\n",
+    "'missing_values_handling'               ,\n",
+    "'standardize'                           ,    \n",
+    "                  ])\n",
+    "\n",
+    "   \n",
+    "    name = 'hyperparameter'\n",
+    "    file = os.path.join(run_path,name)\n",
+    "        \n",
+    "\n",
+    "    path =  file+ '/hyperparameter'+'_GLM_'+run_id+'.csv'\n",
+    "    df.to_csv(path, sep=',')\n",
+    "    \n",
+    "    print ('HP_to_csv done')\n",
+    "\n",
+    "    return df\n",
+    "\n",
+    "\n",
+    "def get_every_params(board_csv):\n",
+    "    \n",
+    "    model_list = get_modelList(board_csv)\n",
+    "    for i in model_list:\n",
+    "        print(i)\n",
+    "        param = []\n",
+    "        model = h2o.get_model(i)\n",
+    "        paramItem = model.params\n",
+    "        param.append(paramItem)\n",
+    "\n",
+    "  \n",
+    "        name = 'param'\n",
+    "        file = os.path.join(run_path,name)\n",
+    "        mkdir(file, name) \n",
+    "    \n",
+    "        \n",
+    "        path =  file + '/param_' + run_id  +'_'+ i + '.json'\n",
+    "        with open (path, 'w') as f :\n",
+    "            json.dump(param, f)\n",
+    "    \n",
+    "def get_best_models (best_models, model_set):\n",
+    "    best = []\n",
+    "    for i in best_models:\n",
+    "        model = model_set[i]\n",
+    "        best.append(model)\n",
+    "    return best        \n",
+    "\n",
+    "\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
    "outputs": [
     {
      "name": "stdout",
@@ -58,9 +873,9 @@
       "Attempting to start a local H2O server...\n",
       "  Java Version: java version \"1.8.0_191\"; Java(TM) SE Runtime Environment (build 1.8.0_191-b12); Java HotSpot(TM) 64-Bit Server VM (build 25.191-b12, mixed mode)\n",
       "  Starting server from /Users/bonnie/anaconda3/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar\n",
-      "  Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df\n",
-      "  JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df/h2o_bonnie_started_from_python.out\n",
-      "  JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpq62b55df/h2o_bonnie_started_from_python.err\n",
+      "  Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr\n",
+      "  JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr/h2o_bonnie_started_from_python.out\n",
+      "  JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp4uhciagr/h2o_bonnie_started_from_python.err\n",
       "  Server is running at http://127.0.0.1:54321\n",
       "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n"
      ]
@@ -77,9 +892,9 @@
        "<tr><td>H2O cluster version:</td>\n",
        "<td>3.24.0.1</td></tr>\n",
        "<tr><td>H2O cluster version age:</td>\n",
-       "<td>15 days </td></tr>\n",
+       "<td>24 days </td></tr>\n",
        "<tr><td>H2O cluster name:</td>\n",
-       "<td>H2O_from_python_bonnie_lh008k</td></tr>\n",
+       "<td>H2O_from_python_bonnie_lkwcy3</td></tr>\n",
        "<tr><td>H2O cluster total nodes:</td>\n",
        "<td>1</td></tr>\n",
        "<tr><td>H2O cluster free memory:</td>\n",
@@ -107,8 +922,8 @@
        "H2O cluster timezone:       America/New_York\n",
        "H2O data parsing timezone:  UTC\n",
        "H2O cluster version:        3.24.0.1\n",
-       "H2O cluster version age:    15 days\n",
-       "H2O cluster name:           H2O_from_python_bonnie_lh008k\n",
+       "H2O cluster version age:    24 days\n",
+       "H2O cluster name:           H2O_from_python_bonnie_lkwcy3\n",
        "H2O cluster total nodes:    1\n",
        "H2O cluster free memory:    1.778 Gb\n",
        "H2O cluster total cores:    4\n",
@@ -132,8 +947,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
+   "execution_count": 11,
+   "metadata": {
+    "scrolled": false
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -144,12 +961,12 @@
     }
    ],
    "source": [
-    "df = h2o.import_file(path = 'data/trainPriceCleaned.csv')"
+    "df = h2o.import_file(path = data_path)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 12,
    "metadata": {
     "scrolled": true
    },
@@ -158,7 +975,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Rows:4465\n",
+      "Rows:7420\n",
       "Cols:19\n",
       "\n",
       "\n"
@@ -169,26 +986,26 @@
       "text/html": [
        "<table>\n",
        "<thead>\n",
-       "<tr><th>       </th><th>transaction_real_price  </th><th>city               </th><th>exclusive_use_area  </th><th>floor             </th><th>total_parking_capacity_in_site  </th><th>total_household_count_in_sites  </th><th>apartment_building_count_in_sites  </th><th>supply_area      </th><th>total_household_count_of_area_type  </th><th>room_count        </th><th>bathroom_count    </th><th>heat_fuel_cogeneration  </th><th>heat_fuel_gas     </th><th>heat_type_central  </th><th>heat_type_district  </th><th>heat_type_individual  </th><th>front_door_structure_corridor  </th><th>front_door_structure_mixed  </th><th>front_door_structure_stairway  </th></tr>\n",
+       "<tr><th>       </th><th>transaction_real_price  </th><th>city              </th><th>exclusive_use_area  </th><th>floor             </th><th>total_parking_capacity_in_site  </th><th>total_household_count_in_sites  </th><th>apartment_building_count_in_sites  </th><th>supply_area       </th><th>total_household_count_of_area_type  </th><th>room_count        </th><th>bathroom_count    </th><th>heat_fuel_cogeneration  </th><th>heat_fuel_gas      </th><th>heat_type_central  </th><th>heat_type_district  </th><th>heat_type_individual  </th><th>front_door_structure_corridor  </th><th>front_door_structure_mixed  </th><th>front_door_structure_stairway  </th></tr>\n",
        "</thead>\n",
        "<tbody>\n",
-       "<tr><td>type   </td><td>int                     </td><td>int                </td><td>real                </td><td>int               </td><td>int                             </td><td>int                             </td><td>int                                </td><td>real             </td><td>int                                 </td><td>int               </td><td>int               </td><td>int                     </td><td>int               </td><td>int                </td><td>int                 </td><td>int                   </td><td>int                            </td><td>int                         </td><td>int                            </td></tr>\n",
-       "<tr><td>mins   </td><td>15150000.0              </td><td>0.0                </td><td>23.32               </td><td>1.0               </td><td>0.0                             </td><td>100.0                           </td><td>1.0                                </td><td>25.52            </td><td>0.0                                 </td><td>0.0               </td><td>0.0               </td><td>0.0                     </td><td>0.0               </td><td>0.0                </td><td>0.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
-       "<tr><td>mean   </td><td>407325225.0839865       </td><td>0.6326987681970885 </td><td>78.98916750279955   </td><td>10.478387458006718</td><td>1358.196640537514               </td><td>1205.4591265397537              </td><td>13.059350503919374                 </td><td>101.8436640537514</td><td>302.55341545352746                  </td><td>2.9393057110862264</td><td>1.5979843225083987</td><td>0.23829787234042554     </td><td>0.7617021276595745</td><td>0.08421052631578947</td><td>0.23852183650615902 </td><td>0.6772676371780515    </td><td>0.26382978723404255            </td><td>0.01702127659574468         </td><td>0.7191489361702128             </td></tr>\n",
-       "<tr><td>maxs   </td><td>3878340000.0            </td><td>1.0                </td><td>244.8647            </td><td>59.0              </td><td>9766.0                          </td><td>6864.0                          </td><td>124.0                              </td><td>309.36           </td><td>2960.0                              </td><td>6.0               </td><td>3.0               </td><td>1.0                     </td><td>1.0               </td><td>1.0                </td><td>1.0                 </td><td>1.0                   </td><td>1.0                            </td><td>1.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>sigma  </td><td>316990725.1286814       </td><td>0.48212352757671595</td><td>27.536207663209645  </td><td>7.258355776752853 </td><td>1511.328449626355               </td><td>1147.2439103271977              </td><td>14.478395659958464                 </td><td>32.50384704917918</td><td>342.17734963028045                  </td><td>0.6466331065494135</td><td>0.5029887953511339</td><td>0.4260899642891898      </td><td>0.4260899642891898</td><td>0.27773438634871633</td><td>0.42622747160873403 </td><td>0.4675736829724452    </td><td>0.4407574610598276             </td><td>0.12936499080697303         </td><td>0.4494652253397927             </td></tr>\n",
-       "<tr><td>zeros  </td><td>0                       </td><td>1640               </td><td>0                   </td><td>0                 </td><td>5                               </td><td>0                               </td><td>0                                  </td><td>0                </td><td>54                                  </td><td>8                 </td><td>8                 </td><td>3401                    </td><td>1064              </td><td>4089               </td><td>3400                </td><td>1441                  </td><td>3287                           </td><td>4389                        </td><td>1254                           </td></tr>\n",
-       "<tr><td>missing</td><td>0                       </td><td>0                  </td><td>0                   </td><td>0                 </td><td>0                               </td><td>0                               </td><td>0                                  </td><td>0                </td><td>0                                   </td><td>0                 </td><td>0                 </td><td>0                       </td><td>0                 </td><td>0                  </td><td>0                   </td><td>0                     </td><td>0                              </td><td>0                           </td><td>0                              </td></tr>\n",
-       "<tr><td>0      </td><td>570000000.0             </td><td>1.0                </td><td>84.91               </td><td>15.0              </td><td>1391.0                          </td><td>1606.0                          </td><td>15.0                               </td><td>104.75           </td><td>958.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>1      </td><td>1050000000.0            </td><td>1.0                </td><td>84.99               </td><td>17.0              </td><td>7876.0                          </td><td>5563.0                          </td><td>65.0                               </td><td>109.35           </td><td>828.0                               </td><td>3.0               </td><td>2.0               </td><td>1.0                     </td><td>0.0               </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>2      </td><td>586050000.0             </td><td>0.0                </td><td>156.7997            </td><td>13.0              </td><td>857.0                           </td><td>390.0                           </td><td>4.0                                </td><td>198.7            </td><td>154.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>3      </td><td>389370000.0             </td><td>1.0                </td><td>84.93               </td><td>9.0               </td><td>492.0                           </td><td>455.0                           </td><td>6.0                                </td><td>109.81           </td><td>78.0                                </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>4      </td><td>1130000000.0            </td><td>1.0                </td><td>76.5                </td><td>6.0               </td><td>3930.0                          </td><td>3930.0                          </td><td>30.0                               </td><td>112.39           </td><td>1170.0                              </td><td>3.0               </td><td>1.0               </td><td>1.0                     </td><td>0.0               </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>1.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
-       "<tr><td>5      </td><td>128000000.0             </td><td>0.0                </td><td>84.92               </td><td>10.0              </td><td>225.0                           </td><td>343.0                           </td><td>1.0                                </td><td>125.62           </td><td>164.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>6      </td><td>350000000.0             </td><td>1.0                </td><td>59.54               </td><td>26.0              </td><td>2990.0                          </td><td>2182.0                          </td><td>22.0                               </td><td>76.62            </td><td>176.0                               </td><td>3.0               </td><td>1.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>7      </td><td>305000000.0             </td><td>1.0                </td><td>84.96               </td><td>9.0               </td><td>169.0                           </td><td>165.0                           </td><td>1.0                                </td><td>111.28           </td><td>60.0                                </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>8      </td><td>315000000.0             </td><td>1.0                </td><td>60.054              </td><td>4.0               </td><td>635.0                           </td><td>620.0                           </td><td>22.0                               </td><td>81.54            </td><td>256.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>9      </td><td>350000000.0             </td><td>1.0                </td><td>84.99               </td><td>6.0               </td><td>209.0                           </td><td>194.0                           </td><td>2.0                                </td><td>108.79           </td><td>108.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>type   </td><td>int                     </td><td>int               </td><td>real                </td><td>int               </td><td>int                             </td><td>int                             </td><td>int                                </td><td>real              </td><td>int                                 </td><td>int               </td><td>int               </td><td>int                     </td><td>int                </td><td>int                </td><td>int                 </td><td>int                   </td><td>int                            </td><td>int                         </td><td>int                            </td></tr>\n",
+       "<tr><td>mins   </td><td>28600000.0              </td><td>0.0               </td><td>16.396              </td><td>-4.0              </td><td>0.0                             </td><td>100.0                           </td><td>1.0                                </td><td>24.96             </td><td>0.0                                 </td><td>0.0               </td><td>0.0               </td><td>0.0                     </td><td>0.0                </td><td>0.0                </td><td>0.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
+       "<tr><td>mean   </td><td>401904324.7978437       </td><td>0.6277628032345014</td><td>79.57798296091643   </td><td>10.281266846361186</td><td>1326.68962264151                </td><td>1196.5971698113208              </td><td>12.947035040431269                 </td><td>102.35219946091645</td><td>297.8854447439353                   </td><td>2.9510781671159023</td><td>1.5950134770889488</td><td>0.22964959568733154     </td><td>0.7703504043126684 </td><td>0.08530997304582211</td><td>0.22870619946091644 </td><td>0.6859838274932615    </td><td>0.26037735849056604            </td><td>0.016576819407008087        </td><td>0.7230458221024259             </td></tr>\n",
+       "<tr><td>maxs   </td><td>4800000000.0            </td><td>1.0               </td><td>245.39              </td><td>67.0              </td><td>9766.0                          </td><td>6864.0                          </td><td>124.0                              </td><td>330.94            </td><td>2960.0                              </td><td>6.0               </td><td>4.0               </td><td>1.0                     </td><td>1.0                </td><td>1.0                </td><td>1.0                 </td><td>1.0                   </td><td>1.0                            </td><td>1.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>sigma  </td><td>314069510.04207134      </td><td>0.4834337215862094</td><td>27.702214175338888  </td><td>7.166872728819669 </td><td>1435.7567760273569              </td><td>1120.177079019069               </td><td>14.323069318465302                 </td><td>32.72297213938289 </td><td>326.5671910815279                   </td><td>0.6654431461519643</td><td>0.5087210187281898</td><td>0.42063583360019435     </td><td>0.42063583360019435</td><td>0.279361234656427  </td><td>0.4200279163751083  </td><td>0.46415412399704764   </td><td>0.4388700804175143             </td><td>0.12768800178704753         </td><td>0.44752380140791603            </td></tr>\n",
+       "<tr><td>zeros  </td><td>0                       </td><td>2762              </td><td>0                   </td><td>0                 </td><td>1                               </td><td>0                               </td><td>0                                  </td><td>0                 </td><td>74                                  </td><td>20                </td><td>20                </td><td>5716                    </td><td>1704               </td><td>6787               </td><td>5723                </td><td>2330                  </td><td>5488                           </td><td>7297                        </td><td>2055                           </td></tr>\n",
+       "<tr><td>missing</td><td>0                       </td><td>0                 </td><td>0                   </td><td>0                 </td><td>0                               </td><td>0                               </td><td>0                                  </td><td>0                 </td><td>0                                   </td><td>0                 </td><td>0                 </td><td>0                       </td><td>0                  </td><td>0                  </td><td>0                   </td><td>0                     </td><td>0                              </td><td>0                           </td><td>0                              </td></tr>\n",
+       "<tr><td>0      </td><td>135000000.0             </td><td>0.0               </td><td>82.32               </td><td>4.0               </td><td>224.0                           </td><td>200.0                           </td><td>8.0                                </td><td>88.51             </td><td>20.0                                </td><td>3.0               </td><td>1.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>1.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
+       "<tr><td>1      </td><td>145000000.0             </td><td>0.0               </td><td>59.948              </td><td>19.0              </td><td>1497.0                          </td><td>1280.0                          </td><td>11.0                               </td><td>85.37             </td><td>168.0                               </td><td>3.0               </td><td>1.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>2      </td><td>94500000.0              </td><td>0.0               </td><td>59.92               </td><td>14.0              </td><td>559.0                           </td><td>848.0                           </td><td>3.0                                </td><td>80.44             </td><td>598.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>3      </td><td>308000000.0             </td><td>0.0               </td><td>84.99               </td><td>16.0              </td><td>1573.0                          </td><td>1733.0                          </td><td>13.0                               </td><td>102.69            </td><td>628.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>4      </td><td>538000000.0             </td><td>1.0               </td><td>59.88               </td><td>16.0              </td><td>2173.0                          </td><td>2036.0                          </td><td>19.0                               </td><td>85.12             </td><td>895.0                               </td><td>3.0               </td><td>1.0               </td><td>1.0                     </td><td>0.0                </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>1.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
+       "<tr><td>5      </td><td>1265000000.0            </td><td>1.0               </td><td>115.47              </td><td>3.0               </td><td>1444.0                          </td><td>1848.0                          </td><td>36.0                               </td><td>143.81            </td><td>102.0                               </td><td>4.0               </td><td>2.0               </td><td>1.0                     </td><td>0.0                </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>1.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
+       "<tr><td>6      </td><td>206000000.0             </td><td>0.0               </td><td>84.98               </td><td>2.0               </td><td>243.0                           </td><td>170.0                           </td><td>2.0                                </td><td>107.32            </td><td>54.0                                </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>7      </td><td>1120000000.0            </td><td>1.0               </td><td>126.18              </td><td>7.0               </td><td>5540.0                          </td><td>5539.0                          </td><td>122.0                              </td><td>161.98            </td><td>76.0                                </td><td>4.0               </td><td>2.0               </td><td>1.0                     </td><td>0.0                </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>8      </td><td>382000000.0             </td><td>1.0               </td><td>84.09               </td><td>2.0               </td><td>2366.0                          </td><td>1971.0                          </td><td>28.0                               </td><td>105.32            </td><td>394.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
+       "<tr><td>9      </td><td>565000000.0             </td><td>1.0               </td><td>59.9                </td><td>18.0              </td><td>2776.0                          </td><td>2298.0                          </td><td>27.0                               </td><td>82.54             </td><td>384.0                               </td><td>3.0               </td><td>1.0               </td><td>0.0                     </td><td>1.0                </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
        "</tbody>\n",
        "</table>"
       ]
@@ -203,438 +1020,300 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 13,
    "metadata": {
-    "scrolled": false
+    "scrolled": true
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n"
+      "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n",
+      "target:  transaction_real_price\n"
      ]
     }
    ],
    "source": [
     "X  = [name for name in df.columns if name != target]\n",
-    "print(X)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Set target and predictor variables\n",
     "y = target\n",
-    "project = 'hyper'"
+    "\n",
+    "\n",
+    "print(X)\n",
+    "print('target: ', y)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 14,
    "metadata": {
     "scrolled": false
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'transaction_real_price': 'int',\n",
+       " 'city': 'int',\n",
+       " 'exclusive_use_area': 'real',\n",
+       " 'floor': 'int',\n",
+       " 'total_parking_capacity_in_site': 'int',\n",
+       " 'total_household_count_in_sites': 'int',\n",
+       " 'apartment_building_count_in_sites': 'int',\n",
+       " 'supply_area': 'real',\n",
+       " 'total_household_count_of_area_type': 'int',\n",
+       " 'room_count': 'int',\n",
+       " 'bathroom_count': 'int',\n",
+       " 'heat_fuel_cogeneration': 'int',\n",
+       " 'heat_fuel_gas': 'int',\n",
+       " 'heat_type_central': 'int',\n",
+       " 'heat_type_district': 'int',\n",
+       " 'heat_type_individual': 'int',\n",
+       " 'front_door_structure_corridor': 'int',\n",
+       " 'front_door_structure_mixed': 'int',\n",
+       " 'front_door_structure_stairway': 'int'}"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "def get_leaderBoard(runtime):\n",
-    "    aml = H2OAutoML(max_runtime_secs=runtime, \n",
-    "                    project_name = project)\n",
-    "    aml.train(x=X, y=y, training_frame=df)\n",
-    "    \n",
-    "    board = aml.leaderboard    \n",
-    "    print ('get_leaderBoard done')\n",
-    "    return board"
+    "Variable_type=get_types(df)\n",
+    "Variable_type"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# MODEL 1 ( 300 ) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def board_to_csv(board, runtime):\n",
-    "    board_csv = board.as_data_frame() \n",
-    "    system_date = datetime.date.today()\n",
-    "    board_csv['system_date'] = system_date\n",
-    "    board_csv['runtime'] = runtime\n",
-    "    print ('board_to_csv done')\n",
-    "    return board_csv    "
+    "runtime = 300"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 16,
    "metadata": {
     "scrolled": true
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MhjELnB300\n"
+     ]
+    }
+   ],
    "source": [
-    "def get_modelList(board_csv):\n",
-    "    model_list = []\n",
-    "    for index, row in board_csv.iterrows():    \n",
-    "        model_list.append(row['model_id'])\n",
-    "    return model_list"
+    "rtime = str(runtime)\n",
+    "run_id= alphabet(7) + rtime\n",
+    "\n",
+    "run_path = os.path.join(server_path,run_id)\n",
+    "os.mkdir(run_path)\n",
+    "os.chdir(run_path)    \n",
+    "\n",
+    "print (run_id)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 17,
    "metadata": {},
-   "outputs": [],
-   "source": [
-    "def get_all_params(board_csv):\n",
-    "    all_params = []\n",
-    "    model_list = get_modelList(board_csv)\n",
-    "    for i in model_list:  \n",
-    "        print (i)\n",
-    "        model = h2o.get_model(i)\n",
-    "        params = model.params        \n",
-    "        all_params.append(params)\n",
-    "    print (\"get_all_params done\")\n",
-    "    print ('model_list : ', len(model_list))\n",
-    "    print ('all_params : ', len(all_params))\n",
-    "    return all_params"
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs   MhjELnB300_autoh2o_log.zip\n"
+     ]
+    }
+   ],
+   "source": [
+    "logfile=run_id+'_autoh2o_log.zip'\n",
+    "logs_path=os.path.join(run_path,'logs')\n",
+    "print(logs_path,' ',logfile)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 19,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'start_time': 1556176588.4232352, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 300, 'run_id': 'MhjELnB300', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556176588.423242, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/MhjELnB300', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n"
+     ]
+    }
+   ],
    "source": [
-    "def get_BestModel(board_csv):\n",
-    "    id = board_csv['model_id'][0]\n",
-    "    best_model = h2o.get_model(id)\n",
-    "    return best_model        "
+    "# meta data\n",
+    "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n",
+    "                          target,runtime,classification,scale,max_models,balance_y,\n",
+    "                          balance_threshold,name,run_path,nthreads,min_mem_size,X,\n",
+    "                          Variable_type)\n",
+    "\n",
+    "\n",
+    "print(meta_data)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [],
+   "execution_count": 20,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
+      "get_leaderBoard done\n"
+     ]
+    }
+   ],
    "source": [
-    "def get_all_varimp(board_csv):\n",
-    "    model_list = get_modelList(board_csv) \n",
-    "    tup=[]\n",
-    "    gg = 1\n",
-    "    for mid in model_list:    \n",
-    "        model = h2o.get_model(mid)\n",
-    "        varimp = model.varimp()       \n",
-    "        print(\"tryyyyyyyyyyyyyyyy          \", gg)\n",
-    "        gg+= 1\n",
-    "        try:\n",
-    "            for var_item in varimp:\n",
-    "                vv = []\n",
-    "                vv.append(mid)  \n",
-    "                ass = []                     \n",
-    "                for tit in var_item:     \n",
-    "                    ass.append(tit)           \n",
-    "                item = vv + ass\n",
-    "                tup.append(item)   \n",
-    "                \n",
-    "            print('done')\n",
-    "        except:  \n",
-    "            print(mid)  \n",
-    "            print('pass')  \n",
-    "            pass\n",
-    "        continue\n",
-    "\n",
-    "    new_varimp = pd.DataFrame(tup, columns = ['model_id',\n",
-    "                                'variable', \n",
-    "                                'relative_importance', \n",
-    "                                'scaled_importance',\n",
-    "                                'percentage'                                \n",
-    "                               ]) \n",
-    "            \n",
-    "    return new_varimp"
+    "model_start_time = time.time()\n",
+    "leaderBoard = get_leaderBoard(runtime)"
    ]
   },
   {
-   "cell_type": "markdown",
-   "metadata": {},
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Execution time for  300 sec =   306.66742992401123\n"
+     ]
+    }
+   ],
    "source": [
-    "# MODEL 1 ( 300 ) "
+    "execution_time =  time.time() - model_start_time\n",
+    "meta_data['model_execution_time_sec'] = execution_time\n",
+    "meta_data['model_execution_time'] = time.time() - model_start_time\n",
+    "print(\"Execution time for \", runtime,\"sec =  \",meta_data['model_execution_time_sec'])\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 24,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
-      "get_leaderBoard done\n",
+      "---   leaderboard  existed ---\n",
       "board_to_csv done\n",
-      "GBM_1_AutoML_20190416_015849\n",
-      "XGBoost_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_4\n",
-      "GBM_1_AutoML_20190416_020809\n",
-      "XGBoost_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_7\n",
-      "XGBoost_2_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_7\n",
-      "GBM_4_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_020809\n",
-      "GBM_4_AutoML_20190416_020809\n",
-      "XRT_1_AutoML_20190416_020809\n",
-      "GBM_3_AutoML_20190416_020809\n",
-      "DRF_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_4\n",
-      "XRT_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_2\n",
-      "GBM_3_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_1\n",
-      "GBM_2_AutoML_20190416_015849\n",
-      "DRF_1_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_1\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_9\n",
-      "XGBoost_3_AutoML_20190416_015849\n",
-      "XGBoost_3_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_11\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_6\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_1\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_4\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_8\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_2\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_6\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_7\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_5\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_13\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_5\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_1\n",
-      "GBM_5_AutoML_20190416_020809\n",
-      "GBM_5_AutoML_20190416_015849\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_5\n",
-      "DeepLearning_1_AutoML_20190416_020809\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n",
-      "DeepLearning_1_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_11\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_5\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_2\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_3\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_10\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_13\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_10\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_12\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_6\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_3\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_12\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_14\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_14\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "GLM_grid_1_AutoML_20190416_020809_model_1\n",
-      "GLM_grid_1_AutoML_20190416_015849_model_1\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_2\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_4\n",
-      "get_all_params done\n",
-      "model_list :  77\n",
-      "all_params :  77\n",
-      "tryyyyyyyyyyyyyyyy           1\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           2\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           3\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           4\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           5\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           6\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           7\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           8\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           9\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           10\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           11\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           12\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           13\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           14\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           15\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           16\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           17\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           18\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           19\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           20\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           21\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           22\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           23\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           24\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           25\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           26\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           27\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           28\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           29\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           30\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           31\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           32\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           33\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           34\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           35\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           36\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           37\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           38\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           39\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           40\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           41\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           42\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           43\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           44\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           45\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           46\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           47\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           48\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           49\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           50\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           51\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           52\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           53\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           54\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           55\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           56\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           57\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           58\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           59\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           60\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           61\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           62\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           63\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           64\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           65\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           66\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           67\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           68\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           69\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           70\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           71\n",
-      "done\n",
+      "GBM_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_4\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n"
+     ]
+    }
+   ],
+   "source": [
+    "board_csv = board_to_csv(leaderBoard)\n",
+    "\n",
+    "every_params = get_every_params(board_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           72\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           73\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           74\n",
-      "done\n",
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           75\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           76\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           77\n",
-      "done\n"
+      "---   varimp  existed ---\n",
+      "all varimp done\n"
      ]
     }
    ],
    "source": [
-    "runtime = 300\n",
-    "leaderBoard = get_leaderBoard(runtime)\n",
-    "\n",
-    "board_csv = board_to_csv(leaderBoard, runtime)\n",
-    "board_csv.to_csv('result/300/leaderboard.csv', sep='\\t')\n",
-    "\n",
-    "params =  get_all_params(board_csv)\n",
-    "with open('result/300/params.json', 'w') as f:\n",
-    "    json.dump(params, f)\n",
-    "    \n",
-    "all_varimp = get_all_varimp(board_csv)   \n",
-    "all_varimp.to_csv('result/300/all_varimp.csv', sep='\\t')"
+    "all_varimp = get_all_varimp(board_csv)  "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
+   "execution_count": 29,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -643,26 +1322,26 @@
       "Model Details\n",
       "=============\n",
       "H2OGradientBoostingEstimator :  Gradient Boosting Machine\n",
-      "Model Key:  GBM_1_AutoML_20190416_015849\n",
+      "Model Key:  GBM_1_AutoML_20190425_031629\n",
       "\n",
       "\n",
       "ModelMetricsRegression: gbm\n",
       "** Reported on train data. **\n",
       "\n",
-      "MSE: 9064188861621198.0\n",
-      "RMSE: 95206033.74587767\n",
-      "MAE: 67496135.99104144\n",
-      "RMSLE: 0.25946421720441404\n",
-      "Mean Residual Deviance: 9064188861621198.0\n",
+      "MSE: 9907858772325502.0\n",
+      "RMSE: 99538227.6933114\n",
+      "MAE: 70134015.06199461\n",
+      "RMSLE: 0.26668555392680143\n",
+      "Mean Residual Deviance: 9907858772325502.0\n",
       "\n",
       "ModelMetricsRegression: gbm\n",
       "** Reported on cross-validation data. **\n",
       "\n",
-      "MSE: 2.5146739460939084e+16\n",
-      "RMSE: 158577235.00218776\n",
-      "MAE: 96028946.28873461\n",
-      "RMSLE: 0.3325625379269681\n",
-      "Mean Residual Deviance: 2.5146739460939084e+16\n",
+      "MSE: 2.37750319901289e+16\n",
+      "RMSE: 154191543.18615824\n",
+      "MAE: 93754997.58951291\n",
+      "RMSLE: 0.32221306437158137\n",
+      "Mean Residual Deviance: 2.37750319901289e+16\n",
       "Cross-Validation Metrics Summary: \n"
      ]
     },
@@ -678,72 +1357,72 @@
        "<td><b>cv_4_valid</b></td>\n",
        "<td><b>cv_5_valid</b></td></tr>\n",
        "<tr><td>mae</td>\n",
-       "<td>96028944.0000000</td>\n",
-       "<td>3612221.8</td>\n",
-       "<td>100648072.0000000</td>\n",
-       "<td>89991768.0000000</td>\n",
-       "<td>99987528.0000000</td>\n",
-       "<td>89572152.0000000</td>\n",
-       "<td>99945208.0000000</td></tr>\n",
+       "<td>9.3755E7</td>\n",
+       "<td>1389784.2</td>\n",
+       "<td>97104584.0000000</td>\n",
+       "<td>94380984.0000000</td>\n",
+       "<td>93628280.0000000</td>\n",
+       "<td>91456072.0000000</td>\n",
+       "<td>92205064.0000000</td></tr>\n",
        "<tr><td>mean_residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23775032000000000.0000000</td>\n",
+       "<td>1502228700000000.0000000</td>\n",
+       "<td>25162972100000000.0000000</td>\n",
+       "<td>26370317500000000.0000000</td>\n",
+       "<td>21620435900000000.0000000</td>\n",
+       "<td>24808895000000000.0000000</td>\n",
+       "<td>20912539400000000.0000000</td></tr>\n",
        "<tr><td>mse</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23775032000000000.0000000</td>\n",
+       "<td>1502228700000000.0000000</td>\n",
+       "<td>25162972100000000.0000000</td>\n",
+       "<td>26370317500000000.0000000</td>\n",
+       "<td>21620435900000000.0000000</td>\n",
+       "<td>24808895000000000.0000000</td>\n",
+       "<td>20912539400000000.0000000</td></tr>\n",
        "<tr><td>r2</td>\n",
-       "<td>0.7517724</td>\n",
-       "<td>0.0152310</td>\n",
-       "<td>0.7486387</td>\n",
-       "<td>0.7622951</td>\n",
-       "<td>0.7392049</td>\n",
-       "<td>0.7862044</td>\n",
-       "<td>0.7225189</td></tr>\n",
+       "<td>0.7575518</td>\n",
+       "<td>0.0173262</td>\n",
+       "<td>0.7590106</td>\n",
+       "<td>0.7236596</td>\n",
+       "<td>0.7411281</td>\n",
+       "<td>0.768053</td>\n",
+       "<td>0.7959074</td></tr>\n",
        "<tr><td>residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23775032000000000.0000000</td>\n",
+       "<td>1502228700000000.0000000</td>\n",
+       "<td>25162972100000000.0000000</td>\n",
+       "<td>26370317500000000.0000000</td>\n",
+       "<td>21620435900000000.0000000</td>\n",
+       "<td>24808895000000000.0000000</td>\n",
+       "<td>20912539400000000.0000000</td></tr>\n",
        "<tr><td>rmse</td>\n",
-       "<td>157673632.0000000</td>\n",
-       "<td>11953314.0000000</td>\n",
-       "<td>166466832.0000000</td>\n",
-       "<td>137592448.0000000</td>\n",
-       "<td>174422512.0000000</td>\n",
-       "<td>136876560.0000000</td>\n",
-       "<td>173009840.0000000</td></tr>\n",
+       "<td>154035360.0000000</td>\n",
+       "<td>4906163.0</td>\n",
+       "<td>158628416.0000000</td>\n",
+       "<td>162389408.0000000</td>\n",
+       "<td>147038896.0000000</td>\n",
+       "<td>157508400.0000000</td>\n",
+       "<td>144611680.0000000</td></tr>\n",
        "<tr><td>rmsle</td>\n",
-       "<td>0.3324099</td>\n",
-       "<td>0.0071243</td>\n",
-       "<td>0.3404068</td>\n",
-       "<td>0.3175372</td>\n",
-       "<td>0.3412233</td>\n",
-       "<td>0.3229898</td>\n",
-       "<td>0.3398924</td></tr></table></div>"
+       "<td>0.3221292</td>\n",
+       "<td>0.0051993</td>\n",
+       "<td>0.3136168</td>\n",
+       "<td>0.3261858</td>\n",
+       "<td>0.3128205</td>\n",
+       "<td>0.3288958</td>\n",
+       "<td>0.3291269</td></tr></table></div>"
       ],
       "text/plain": [
        "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
        "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.60289e+07  3.61222e+06  1.00648e+08   8.99918e+07   9.99875e+07   8.95722e+07   9.99452e+07\n",
-       "mean_residual_deviance  2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "mse                     2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "r2                      0.751772     0.015231     0.748639      0.762295      0.739205      0.786204      0.722519\n",
-       "residual_deviance       2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "rmse                    1.57674e+08  1.19533e+07  1.66467e+08   1.37592e+08   1.74423e+08   1.36877e+08   1.7301e+08\n",
-       "rmsle                   0.33241      0.00712425   0.340407      0.317537      0.341223      0.32299       0.339892"
+       "mae                     9.3755e+07   1.38978e+06  9.71046e+07   9.4381e+07    9.36283e+07   9.14561e+07   9.22051e+07\n",
+       "mean_residual_deviance  2.3775e+16   1.50223e+15  2.5163e+16    2.63703e+16   2.16204e+16   2.48089e+16   2.09125e+16\n",
+       "mse                     2.3775e+16   1.50223e+15  2.5163e+16    2.63703e+16   2.16204e+16   2.48089e+16   2.09125e+16\n",
+       "r2                      0.757552     0.0173262    0.759011      0.72366       0.741128      0.768053      0.795907\n",
+       "residual_deviance       2.3775e+16   1.50223e+15  2.5163e+16    2.63703e+16   2.16204e+16   2.48089e+16   2.09125e+16\n",
+       "rmse                    1.54035e+08  4.90616e+06  1.58628e+08   1.62389e+08   1.47039e+08   1.57508e+08   1.44612e+08\n",
+       "rmsle                   0.322129     0.00519928   0.313617      0.326186      0.31282       0.328896      0.329127"
       ]
      },
      "metadata": {},
@@ -767,40 +1446,40 @@
        "<td><b>training_mae</b></td>\n",
        "<td><b>training_deviance</b></td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.530 sec</td>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.165 sec</td>\n",
        "<td>0.0</td>\n",
-       "<td>316955226.6467000</td>\n",
-       "<td>217175355.8332210</td>\n",
-       "<td>100460615698660944.0000000</td></tr>\n",
+       "<td>314048346.3356181</td>\n",
+       "<td>211032323.3296905</td>\n",
+       "<td>98626363836136336.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.570 sec</td>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.222 sec</td>\n",
        "<td>5.0</td>\n",
-       "<td>233002195.6791182</td>\n",
-       "<td>161623741.1834266</td>\n",
-       "<td>54290023191290104.0000000</td></tr>\n",
+       "<td>229718329.9602999</td>\n",
+       "<td>155695099.8964960</td>\n",
+       "<td>52770511119749208.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.599 sec</td>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.271 sec</td>\n",
        "<td>10.0</td>\n",
-       "<td>185979042.9780051</td>\n",
-       "<td>128617301.5363942</td>\n",
-       "<td>34588204427014652.0000000</td></tr>\n",
+       "<td>186331085.9792126</td>\n",
+       "<td>126419142.7428571</td>\n",
+       "<td>34719273602192724.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.637 sec</td>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.327 sec</td>\n",
        "<td>15.0</td>\n",
-       "<td>160886370.0168623</td>\n",
-       "<td>110703199.1023516</td>\n",
-       "<td>25884424057202716.0000000</td></tr>\n",
+       "<td>162831019.6057949</td>\n",
+       "<td>110315853.0242588</td>\n",
+       "<td>26513940945862772.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.677 sec</td>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.365 sec</td>\n",
        "<td>20.0</td>\n",
-       "<td>147080024.7121016</td>\n",
-       "<td>100357653.0723404</td>\n",
-       "<td>21632533669312412.0000000</td></tr>\n",
+       "<td>150721019.0011964</td>\n",
+       "<td>101346381.5870620</td>\n",
+       "<td>22716825568758992.0000000</td></tr>\n",
        "<tr><td>---</td>\n",
        "<td>---</td>\n",
        "<td>---</td>\n",
@@ -809,55 +1488,55 @@
        "<td>---</td>\n",
        "<td>---</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.941 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>100875681.1094938</td>\n",
-       "<td>71046537.4405375</td>\n",
-       "<td>10175903039304288.0000000</td></tr>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.900 sec</td>\n",
+       "<td>105.0</td>\n",
+       "<td>103869048.4146706</td>\n",
+       "<td>72926118.1622642</td>\n",
+       "<td>10788779218569190.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.960 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>98941160.7536640</td>\n",
-       "<td>69978548.0206047</td>\n",
-       "<td>9789353291282378.0000000</td></tr>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.935 sec</td>\n",
+       "<td>110.0</td>\n",
+       "<td>102740204.2479388</td>\n",
+       "<td>72158223.9390836</td>\n",
+       "<td>10555549568908182.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.982 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>97317074.0339378</td>\n",
-       "<td>68895259.2815230</td>\n",
-       "<td>9470612898526922.0000000</td></tr>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 4.966 sec</td>\n",
+       "<td>115.0</td>\n",
+       "<td>101435928.7896381</td>\n",
+       "<td>71348536.8398922</td>\n",
+       "<td>10289247649416538.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.000 sec</td>\n",
-       "<td>95.0</td>\n",
-       "<td>95815426.8702730</td>\n",
-       "<td>67948401.3007839</td>\n",
-       "<td>9180596026332636.0000000</td></tr>\n",
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 5.002 sec</td>\n",
+       "<td>120.0</td>\n",
+       "<td>99964726.7631514</td>\n",
+       "<td>70401321.3099730</td>\n",
+       "<td>9992946596831526.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.008 sec</td>\n",
-       "<td>97.0</td>\n",
-       "<td>95206033.7458777</td>\n",
-       "<td>67496135.9910414</td>\n",
-       "<td>9064188861621198.0000000</td></tr></table></div>"
+       "<td>2019-04-25 03:17:36</td>\n",
+       "<td> 5.026 sec</td>\n",
+       "<td>122.0</td>\n",
+       "<td>99538227.6933114</td>\n",
+       "<td>70134015.0619946</td>\n",
+       "<td>9907858772325502.0000000</td></tr></table></div>"
       ],
       "text/plain": [
        "     timestamp            duration    number_of_trees    training_rmse       training_mae        training_deviance\n",
        "---  -------------------  ----------  -----------------  ------------------  ------------------  ----------------------\n",
-       "     2019-04-16 01:59:34  2.530 sec   0.0                316955226.64669997  217175355.83322105  1.0046061569866094e+17\n",
-       "     2019-04-16 01:59:34  2.570 sec   5.0                233002195.67911825  161623741.18342665  5.4290023191290104e+16\n",
-       "     2019-04-16 01:59:34  2.599 sec   10.0               185979042.97800505  128617301.53639418  3.4588204427014652e+16\n",
-       "     2019-04-16 01:59:34  2.637 sec   15.0               160886370.01686227  110703199.10235162  2.5884424057202716e+16\n",
-       "     2019-04-16 01:59:34  2.677 sec   20.0               147080024.71210158  100357653.07234043  2.1632533669312412e+16\n",
+       "     2019-04-25 03:17:36  4.165 sec   0.0                314048346.3356181   211032323.32969052  9.862636383613634e+16\n",
+       "     2019-04-25 03:17:36  4.222 sec   5.0                229718329.96029988  155695099.89649597  5.277051111974921e+16\n",
+       "     2019-04-25 03:17:36  4.271 sec   10.0               186331085.9792126   126419142.74285714  3.4719273602192724e+16\n",
+       "     2019-04-25 03:17:36  4.327 sec   15.0               162831019.60579494  110315853.02425876  2.6513940945862772e+16\n",
+       "     2019-04-25 03:17:36  4.365 sec   20.0               150721019.00119635  101346381.587062    2.271682556875899e+16\n",
        "---  ---                  ---         ---                ---                 ---                 ---\n",
-       "     2019-04-16 01:59:34  2.941 sec   80.0               100875681.10949382  71046537.44053751   1.0175903039304288e+16\n",
-       "     2019-04-16 01:59:34  2.960 sec   85.0               98941160.75366399   69978548.0206047    9789353291282378.0\n",
-       "     2019-04-16 01:59:34  2.982 sec   90.0               97317074.03393775   68895259.28152296   9470612898526922.0\n",
-       "     2019-04-16 01:59:35  3.000 sec   95.0               95815426.87027301   67948401.30078387   9180596026332636.0\n",
-       "     2019-04-16 01:59:35  3.008 sec   97.0               95206033.74587767   67496135.99104144   9064188861621198.0"
+       "     2019-04-25 03:17:36  4.900 sec   105.0              103869048.41467062  72926118.16226415   1.078877921856919e+16\n",
+       "     2019-04-25 03:17:36  4.935 sec   110.0              102740204.2479388   72158223.93908356   1.0555549568908182e+16\n",
+       "     2019-04-25 03:17:36  4.966 sec   115.0              101435928.78963813  71348536.83989218   1.0289247649416538e+16\n",
+       "     2019-04-25 03:17:36  5.002 sec   120.0              99964726.76315144   70401321.30997305   9992946596831526.0\n",
+       "     2019-04-25 03:17:36  5.026 sec   122.0              99538227.6933114    70134015.06199461   9907858772325502.0"
       ]
      },
      "metadata": {},
@@ -879,100 +1558,100 @@
        "<td><b>relative_importance</b></td>\n",
        "<td><b>scaled_importance</b></td>\n",
        "<td><b>percentage</b></td></tr>\n",
-       "<tr><td>supply_area</td>\n",
-       "<td>514244051216881418240.0000000</td>\n",
+       "<tr><td>exclusive_use_area</td>\n",
+       "<td>718127952506826784768.0000000</td>\n",
        "<td>1.0</td>\n",
-       "<td>0.2696530</td></tr>\n",
+       "<td>0.2346125</td></tr>\n",
        "<tr><td>city</td>\n",
-       "<td>355607991304987869184.0000000</td>\n",
-       "<td>0.6915160</td>\n",
-       "<td>0.1864694</td></tr>\n",
-       "<tr><td>exclusive_use_area</td>\n",
-       "<td>287178627309046333440.0000000</td>\n",
-       "<td>0.5584481</td>\n",
-       "<td>0.1505872</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>136599603887541846016.0000000</td>\n",
-       "<td>0.2656319</td>\n",
-       "<td>0.0716284</td></tr>\n",
-       "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>110624380553147711488.0000000</td>\n",
-       "<td>0.2151204</td>\n",
-       "<td>0.0580079</td></tr>\n",
+       "<td>560486484425140338688.0000000</td>\n",
+       "<td>0.7804828</td>\n",
+       "<td>0.1831110</td></tr>\n",
+       "<tr><td>supply_area</td>\n",
+       "<td>514456846299274674176.0000000</td>\n",
+       "<td>0.7163860</td>\n",
+       "<td>0.1680731</td></tr>\n",
        "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>83936717664419840000.0000000</td>\n",
-       "<td>0.1632235</td>\n",
-       "<td>0.0440137</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>79562227090429313024.0000000</td>\n",
-       "<td>0.1547169</td>\n",
-       "<td>0.0417199</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>62866688380418129920.0000000</td>\n",
-       "<td>0.1222507</td>\n",
-       "<td>0.0329653</td></tr>\n",
-       "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>52281927434330177536.0000000</td>\n",
-       "<td>0.1016675</td>\n",
-       "<td>0.0274150</td></tr>\n",
+       "<td>193849423923326746624.0000000</td>\n",
+       "<td>0.2699372</td>\n",
+       "<td>0.0633306</td></tr>\n",
+       "<tr><td>total_parking_capacity_in_site</td>\n",
+       "<td>188845467340480970752.0000000</td>\n",
+       "<td>0.2629691</td>\n",
+       "<td>0.0616958</td></tr>\n",
+       "<tr><td>apartment_building_count_in_sites</td>\n",
+       "<td>158875946960795205632.0000000</td>\n",
+       "<td>0.2212363</td>\n",
+       "<td>0.0519048</td></tr>\n",
+       "<tr><td>room_count</td>\n",
+       "<td>144620585192632877056.0000000</td>\n",
+       "<td>0.2013855</td>\n",
+       "<td>0.0472476</td></tr>\n",
        "<tr><td>heat_fuel_gas</td>\n",
-       "<td>43593366649318670336.0000000</td>\n",
-       "<td>0.0847717</td>\n",
-       "<td>0.0228590</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>42576472325253758976.0000000</td>\n",
-       "<td>0.0827943</td>\n",
-       "<td>0.0223257</td></tr>\n",
+       "<td>116638973039873097728.0000000</td>\n",
+       "<td>0.1624209</td>\n",
+       "<td>0.0381060</td></tr>\n",
+       "<tr><td>total_household_count_of_area_type</td>\n",
+       "<td>102588102842291060736.0000000</td>\n",
+       "<td>0.1428549</td>\n",
+       "<td>0.0335156</td></tr>\n",
+       "<tr><td>heat_fuel_cogeneration</td>\n",
+       "<td>101997559545059082240.0000000</td>\n",
+       "<td>0.1420326</td>\n",
+       "<td>0.0333226</td></tr>\n",
        "<tr><td>heat_type_district</td>\n",
-       "<td>35194944992644694016.0000000</td>\n",
-       "<td>0.0684402</td>\n",
-       "<td>0.0184551</td></tr>\n",
+       "<td>89249936081833426944.0000000</td>\n",
+       "<td>0.1242814</td>\n",
+       "<td>0.0291580</td></tr>\n",
+       "<tr><td>floor</td>\n",
+       "<td>71305224619319885824.0000000</td>\n",
+       "<td>0.0992932</td>\n",
+       "<td>0.0232954</td></tr>\n",
+       "<tr><td>bathroom_count</td>\n",
+       "<td>47231663819768987648.0000000</td>\n",
+       "<td>0.0657705</td>\n",
+       "<td>0.0154306</td></tr>\n",
        "<tr><td>heat_type_individual</td>\n",
-       "<td>34225360454899728384.0000000</td>\n",
-       "<td>0.0665547</td>\n",
-       "<td>0.0179467</td></tr>\n",
+       "<td>20038828114636177408.0000000</td>\n",
+       "<td>0.0279043</td>\n",
+       "<td>0.0065467</td></tr>\n",
+       "<tr><td>front_door_structure_corridor</td>\n",
+       "<td>12105508672604471296.0000000</td>\n",
+       "<td>0.0168570</td>\n",
+       "<td>0.0039549</td></tr>\n",
        "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>24499676530895486976.0000000</td>\n",
-       "<td>0.0476421</td>\n",
-       "<td>0.0128468</td></tr>\n",
-       "<tr><td>room_count</td>\n",
-       "<td>20022249678312570880.0000000</td>\n",
-       "<td>0.0389353</td>\n",
-       "<td>0.0104990</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>10703568675027288064.0000000</td>\n",
-       "<td>0.0208142</td>\n",
-       "<td>0.0056126</td></tr>\n",
+       "<td>10025334927433662464.0000000</td>\n",
+       "<td>0.0139604</td>\n",
+       "<td>0.0032753</td></tr>\n",
        "<tr><td>heat_type_central</td>\n",
-       "<td>7370545410470838272.0000000</td>\n",
-       "<td>0.0143328</td>\n",
-       "<td>0.0038649</td></tr>\n",
-       "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>5969837415672578048.0000000</td>\n",
-       "<td>0.0116090</td>\n",
-       "<td>0.0031304</td></tr></table></div>"
+       "<td>8874196280931254272.0000000</td>\n",
+       "<td>0.0123574</td>\n",
+       "<td>0.0028992</td></tr>\n",
+       "<tr><td>front_door_structure_mixed</td>\n",
+       "<td>1592519584970178560.0000000</td>\n",
+       "<td>0.0022176</td>\n",
+       "<td>0.0005203</td></tr></table></div>"
       ],
       "text/plain": [
        "variable                            relative_importance    scaled_importance    percentage\n",
        "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         5.14244e+20            1                    0.269653\n",
-       "city                                3.55608e+20            0.691516             0.186469\n",
-       "exclusive_use_area                  2.87179e+20            0.558448             0.150587\n",
-       "apartment_building_count_in_sites   1.366e+20              0.265632             0.0716284\n",
-       "total_parking_capacity_in_site      1.10624e+20            0.21512              0.0580079\n",
-       "total_household_count_in_sites      8.39367e+19            0.163224             0.0440137\n",
-       "floor                               7.95622e+19            0.154717             0.0417199\n",
-       "heat_fuel_cogeneration              6.28667e+19            0.122251             0.0329653\n",
-       "total_household_count_of_area_type  5.22819e+19            0.101668             0.027415\n",
-       "heat_fuel_gas                       4.35934e+19            0.0847717            0.022859\n",
-       "bathroom_count                      4.25765e+19            0.0827943            0.0223257\n",
-       "heat_type_district                  3.51949e+19            0.0684402            0.0184551\n",
-       "heat_type_individual                3.42254e+19            0.0665547            0.0179467\n",
-       "front_door_structure_stairway       2.44997e+19            0.0476421            0.0128468\n",
-       "room_count                          2.00222e+19            0.0389353            0.010499\n",
-       "front_door_structure_mixed          1.07036e+19            0.0208142            0.00561261\n",
-       "heat_type_central                   7.37055e+18            0.0143328            0.00386488\n",
-       "front_door_structure_corridor       5.96984e+18            0.011609             0.00313039"
+       "exclusive_use_area                  7.18128e+20            1                    0.234613\n",
+       "city                                5.60486e+20            0.780483             0.183111\n",
+       "supply_area                         5.14457e+20            0.716386             0.168073\n",
+       "total_household_count_in_sites      1.93849e+20            0.269937             0.0633306\n",
+       "total_parking_capacity_in_site      1.88845e+20            0.262969             0.0616958\n",
+       "apartment_building_count_in_sites   1.58876e+20            0.221236             0.0519048\n",
+       "room_count                          1.44621e+20            0.201386             0.0472476\n",
+       "heat_fuel_gas                       1.16639e+20            0.162421             0.038106\n",
+       "total_household_count_of_area_type  1.02588e+20            0.142855             0.0335156\n",
+       "heat_fuel_cogeneration              1.01998e+20            0.142033             0.0333226\n",
+       "heat_type_district                  8.92499e+19            0.124281             0.029158\n",
+       "floor                               7.13052e+19            0.0992932            0.0232954\n",
+       "bathroom_count                      4.72317e+19            0.0657705            0.0154306\n",
+       "heat_type_individual                2.00388e+19            0.0279043            0.00654669\n",
+       "front_door_structure_corridor       1.21055e+19            0.016857             0.00395487\n",
+       "front_door_structure_stairway       1.00253e+19            0.0139604            0.00327528\n",
+       "heat_type_central                   8.8742e+18             0.0123574            0.0028992\n",
+       "front_door_structure_mixed          1.59252e+18            0.0022176            0.000520276"
       ]
      },
      "metadata": {},
@@ -982,7 +1661,7 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 18,
+     "execution_count": 29,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -994,21 +1673,42 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/MhjELnB300/bestModel/GBM_1_AutoML_20190425_031629'"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_path = run_path + '/bestModel'\n",
+    "h2o.save_model(model=bestModel_300, \n",
+    "                      path = my_path, \n",
+    "                     # force=True\n",
+    "                     )\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<Figure size 1008x720 with 1 Axes>"
+       "<Figure size 1400x1000 with 1 Axes>"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -1018,849 +1718,383 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Parse progress: |█████████████████████████████████████████████████████████| 100%\n"
-     ]
+     "data": {
+      "text/plain": [
+       "'gbm'"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "test = h2o.import_file(path = 'data/testPriceCleaned.csv')"
+    "bestModel_300.algo"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 33,
    "metadata": {},
+   "outputs": [],
    "source": [
-    "# MODEL 2 ( 500 ) "
+    "meta_data['mod_best']=bestModel_300._id\n",
+    "meta_data['mod_best_algo']=bestModel_300.algo\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 34,
    "metadata": {
     "scrolled": true
    },
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
-      "get_leaderBoard done\n",
-      "board_to_csv done\n",
-      "GBM_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_7\n",
-      "XGBoost_1_AutoML_20190416_015849\n",
-      "XGBoost_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_4\n",
-      "GBM_1_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_9\n",
-      "XGBoost_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_6\n",
-      "XGBoost_2_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_7\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_8\n",
-      "XGBoost_2_AutoML_20190416_015849\n",
-      "GBM_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_7\n",
-      "GBM_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_7\n",
-      "DRF_1_AutoML_20190416_021340\n",
-      "GBM_4_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_020809\n",
-      "GBM_4_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_10\n",
-      "GBM_2_AutoML_20190416_021340\n",
-      "GBM_4_AutoML_20190416_021340\n",
-      "XRT_1_AutoML_20190416_020809\n",
-      "GBM_3_AutoML_20190416_020809\n",
-      "DRF_1_AutoML_20190416_020809\n",
-      "GBM_3_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_4\n",
-      "XRT_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_2\n",
-      "GBM_3_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_12\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_1\n",
-      "GBM_2_AutoML_20190416_015849\n",
-      "DRF_1_AutoML_20190416_015849\n",
-      "XRT_1_AutoML_20190416_021340\n",
-      "XGBoost_3_AutoML_20190416_021340\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_1\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_9\n",
-      "XGBoost_3_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_14\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_12\n",
-      "XGBoost_3_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_4\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_11\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_6\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_1\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_4\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_8\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_2\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_1\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_11\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_3\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_7\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_3\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_8\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_17\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_5\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_13\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_11\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_5\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_2\n",
-      "GBM_5_AutoML_20190416_021340\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_15\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_4\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_1\n",
-      "GBM_5_AutoML_20190416_020809\n",
-      "GBM_5_AutoML_20190416_015849\n",
-      "DeepLearning_1_AutoML_20190416_021340\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_16\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_2\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_5\n",
-      "DeepLearning_1_AutoML_20190416_020809\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_6\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_6\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_1\n",
-      "DeepLearning_1_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_11\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_5\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_5\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_5\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_1\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_1\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_3\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_4\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_2\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_2\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_1\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_3\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_2\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_19\n",
-      "DeepLearning_grid_1_AutoML_20190416_020809_model_4\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_4\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_13\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_10\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_7\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_5\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_3\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_10\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_13\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_10\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_12\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_18\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_6\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_8\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_20\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_3\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_12\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_14\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_14\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "GLM_grid_1_AutoML_20190416_020809_model_1\n",
-      "GLM_grid_1_AutoML_20190416_021340_model_1\n",
-      "GLM_grid_1_AutoML_20190416_015849_model_1\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_2\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_4\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_2\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_13\n",
-      "get_all_params done\n",
-      "model_list :  129\n",
-      "all_params :  129\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           101\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           102\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           103\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           104\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           105\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           106\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           107\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           108\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           109\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           110\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           111\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           112\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           113\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           114\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           115\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           116\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           117\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           118\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           119\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           120\n",
-      "done\n",
-      "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           121\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           122\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           123\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           124\n",
-      "done\n",
-      "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           125\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           126\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           127\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           128\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           129\n",
-      "done\n"
-     ]
+     "data": {
+      "text/plain": [
+       "0                          GBM_1_AutoML_20190425_031629\n",
+       "1                      XGBoost_1_AutoML_20190425_031629\n",
+       "2         XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+       "3                      XGBoost_2_AutoML_20190425_031629\n",
+       "4         XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+       "5                          GBM_4_AutoML_20190425_031629\n",
+       "6                          XRT_1_AutoML_20190425_031629\n",
+       "7                          DRF_1_AutoML_20190425_031629\n",
+       "8             GBM_grid_1_AutoML_20190425_031629_model_3\n",
+       "9             GBM_grid_1_AutoML_20190425_031629_model_1\n",
+       "10                         GBM_2_AutoML_20190425_031629\n",
+       "11                         GBM_3_AutoML_20190425_031629\n",
+       "12                     XGBoost_3_AutoML_20190425_031629\n",
+       "13            GBM_grid_1_AutoML_20190425_031629_model_6\n",
+       "14                         GBM_5_AutoML_20190425_031629\n",
+       "15                DeepLearning_1_AutoML_20190425_031629\n",
+       "16    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "17    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "18            GBM_grid_1_AutoML_20190425_031629_model_2\n",
+       "19    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "20            GBM_grid_1_AutoML_20190425_031629_model_5\n",
+       "21            GBM_grid_1_AutoML_20190425_031629_model_4\n",
+       "22     StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+       "23    StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n",
+       "24            GLM_grid_1_AutoML_20190425_031629_model_1\n",
+       "Name: model_id, dtype: object"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "runtime = 500\n",
-    "leaderBoard = get_leaderBoard(runtime)\n",
-    "\n",
-    "board_csv = board_to_csv(leaderBoard, runtime)\n",
-    "board_csv.to_csv('result/500/leaderboard.csv', sep='\\t')\n",
-    "\n",
-    "params =  get_all_params(board_csv)\n",
-    "with open('result/500/params.json', 'w') as f:\n",
-    "    json.dump(params, f)\n",
-    "    \n",
-    "all_varimp = get_all_varimp(board_csv)   \n",
-    "all_varimp.to_csv('result/500/all_varimp.csv', sep='\\t')"
+    "aml_leaderboard_df=leaderBoard.as_data_frame()\n",
+    "model_set=aml_leaderboard_df['model_id']\n",
+    "model_set"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 35,
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "DL = [ 15, 19, 16, 17,]\n",
+    "DRF = [7,]\n",
+    "GBM=[ 0, 10, 11, 5, 14, 9, 18, 8, 21, 20, 13,]\n",
+    "GLM = [24,]\n",
+    "XGB = [1, 3, 12, 2, 4, ]\n",
+    "XRT = [6,]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Model Details\n",
-      "=============\n",
-      "H2OGradientBoostingEstimator :  Gradient Boosting Machine\n",
-      "Model Key:  GBM_1_AutoML_20190416_015849\n",
-      "\n",
-      "\n",
-      "ModelMetricsRegression: gbm\n",
-      "** Reported on train data. **\n",
-      "\n",
-      "MSE: 9064188861621198.0\n",
-      "RMSE: 95206033.74587767\n",
-      "MAE: 67496135.99104144\n",
-      "RMSLE: 0.25946421720441404\n",
-      "Mean Residual Deviance: 9064188861621198.0\n",
-      "\n",
-      "ModelMetricsRegression: gbm\n",
-      "** Reported on cross-validation data. **\n",
-      "\n",
-      "MSE: 2.5146739460939084e+16\n",
-      "RMSE: 158577235.00218776\n",
-      "MAE: 96028946.28873461\n",
-      "RMSLE: 0.3325625379269681\n",
-      "Mean Residual Deviance: 2.5146739460939084e+16\n",
-      "Cross-Validation Metrics Summary: \n"
+      "HP done\n",
+      "--- create new folder hyperparameter  ---\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "DL = get_DL_params(board_csv, DL, 'DL')\n",
+    "XGB = get_XG_params(board_csv, XGB, 'XGB')\n",
+    "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n",
+    "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n",
+    "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n",
+    "GLM = get_GLM_params(board_csv, GLM, 'GLM')          "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
-       "<td><b>mean</b></td>\n",
-       "<td><b>sd</b></td>\n",
-       "<td><b>cv_1_valid</b></td>\n",
-       "<td><b>cv_2_valid</b></td>\n",
-       "<td><b>cv_3_valid</b></td>\n",
-       "<td><b>cv_4_valid</b></td>\n",
-       "<td><b>cv_5_valid</b></td></tr>\n",
-       "<tr><td>mae</td>\n",
-       "<td>96028944.0000000</td>\n",
-       "<td>3612221.8</td>\n",
-       "<td>100648072.0000000</td>\n",
-       "<td>89991768.0000000</td>\n",
-       "<td>99987528.0000000</td>\n",
-       "<td>89572152.0000000</td>\n",
-       "<td>99945208.0000000</td></tr>\n",
-       "<tr><td>mean_residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
-       "<tr><td>mse</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
-       "<tr><td>r2</td>\n",
-       "<td>0.7517724</td>\n",
-       "<td>0.0152310</td>\n",
-       "<td>0.7486387</td>\n",
-       "<td>0.7622951</td>\n",
-       "<td>0.7392049</td>\n",
-       "<td>0.7862044</td>\n",
-       "<td>0.7225189</td></tr>\n",
-       "<tr><td>residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
-       "<tr><td>rmse</td>\n",
-       "<td>157673632.0000000</td>\n",
-       "<td>11953314.0000000</td>\n",
-       "<td>166466832.0000000</td>\n",
-       "<td>137592448.0000000</td>\n",
-       "<td>174422512.0000000</td>\n",
-       "<td>136876560.0000000</td>\n",
-       "<td>173009840.0000000</td></tr>\n",
-       "<tr><td>rmsle</td>\n",
-       "<td>0.3324099</td>\n",
-       "<td>0.0071243</td>\n",
-       "<td>0.3404068</td>\n",
-       "<td>0.3175372</td>\n",
-       "<td>0.3412233</td>\n",
-       "<td>0.3229898</td>\n",
-       "<td>0.3398924</td></tr></table></div>"
-      ],
       "text/plain": [
-       "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
-       "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.60289e+07  3.61222e+06  1.00648e+08   8.99918e+07   9.99875e+07   8.95722e+07   9.99452e+07\n",
-       "mean_residual_deviance  2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "mse                     2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "r2                      0.751772     0.015231     0.748639      0.762295      0.739205      0.786204      0.722519\n",
-       "residual_deviance       2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "rmse                    1.57674e+08  1.19533e+07  1.66467e+08   1.37592e+08   1.74423e+08   1.36877e+08   1.7301e+08\n",
-       "rmsle                   0.33241      0.00712425   0.340407      0.317537      0.341223      0.32299       0.339892"
+       "['GBM_1_AutoML_20190425_031629',\n",
+       " 'XGBoost_1_AutoML_20190425_031629',\n",
+       " 'XRT_1_AutoML_20190425_031629',\n",
+       " 'DRF_1_AutoML_20190425_031629',\n",
+       " 'DeepLearning_1_AutoML_20190425_031629',\n",
+       " 'GLM_grid_1_AutoML_20190425_031629_model_1']"
       ]
      },
+     "execution_count": 40,
      "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Scoring History: \n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
-       "<td><b>timestamp</b></td>\n",
-       "<td><b>duration</b></td>\n",
-       "<td><b>number_of_trees</b></td>\n",
-       "<td><b>training_rmse</b></td>\n",
-       "<td><b>training_mae</b></td>\n",
-       "<td><b>training_deviance</b></td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.530 sec</td>\n",
-       "<td>0.0</td>\n",
-       "<td>316955226.6467000</td>\n",
-       "<td>217175355.8332210</td>\n",
-       "<td>100460615698660944.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.570 sec</td>\n",
-       "<td>5.0</td>\n",
-       "<td>233002195.6791182</td>\n",
-       "<td>161623741.1834266</td>\n",
-       "<td>54290023191290104.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.599 sec</td>\n",
-       "<td>10.0</td>\n",
-       "<td>185979042.9780051</td>\n",
-       "<td>128617301.5363942</td>\n",
-       "<td>34588204427014652.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.637 sec</td>\n",
-       "<td>15.0</td>\n",
-       "<td>160886370.0168623</td>\n",
-       "<td>110703199.1023516</td>\n",
-       "<td>25884424057202716.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.677 sec</td>\n",
-       "<td>20.0</td>\n",
-       "<td>147080024.7121016</td>\n",
-       "<td>100357653.0723404</td>\n",
-       "<td>21632533669312412.0000000</td></tr>\n",
-       "<tr><td>---</td>\n",
-       "<td>---</td>\n",
-       "<td>---</td>\n",
-       "<td>---</td>\n",
-       "<td>---</td>\n",
-       "<td>---</td>\n",
-       "<td>---</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.941 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>100875681.1094938</td>\n",
-       "<td>71046537.4405375</td>\n",
-       "<td>10175903039304288.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.960 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>98941160.7536640</td>\n",
-       "<td>69978548.0206047</td>\n",
-       "<td>9789353291282378.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.982 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>97317074.0339378</td>\n",
-       "<td>68895259.2815230</td>\n",
-       "<td>9470612898526922.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.000 sec</td>\n",
-       "<td>95.0</td>\n",
-       "<td>95815426.8702730</td>\n",
-       "<td>67948401.3007839</td>\n",
-       "<td>9180596026332636.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.008 sec</td>\n",
-       "<td>97.0</td>\n",
-       "<td>95206033.7458777</td>\n",
-       "<td>67496135.9910414</td>\n",
-       "<td>9064188861621198.0000000</td></tr></table></div>"
-      ],
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# best model of each type\n",
+    "best_model_set = [0, 1, 6, 7, 15, 24,]\n",
+    "best_sets_300 = get_best_models(best_model_set, model_set)\n",
+    "meta_data['models']=best_sets_300\n",
+    "best_sets_300\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Update and save meta data\n",
+    "\n",
+    "meta_data['end_time'] = time.time()\n",
+    "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n",
+    "  \n",
+    "n=run_id+'_meta_data.json'\n",
+    "dict_to_json(meta_data,n)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
       "text/plain": [
-       "     timestamp            duration    number_of_trees    training_rmse       training_mae        training_deviance\n",
-       "---  -------------------  ----------  -----------------  ------------------  ------------------  ----------------------\n",
-       "     2019-04-16 01:59:34  2.530 sec   0.0                316955226.64669997  217175355.83322105  1.0046061569866094e+17\n",
-       "     2019-04-16 01:59:34  2.570 sec   5.0                233002195.67911825  161623741.18342665  5.4290023191290104e+16\n",
-       "     2019-04-16 01:59:34  2.599 sec   10.0               185979042.97800505  128617301.53639418  3.4588204427014652e+16\n",
-       "     2019-04-16 01:59:34  2.637 sec   15.0               160886370.01686227  110703199.10235162  2.5884424057202716e+16\n",
-       "     2019-04-16 01:59:34  2.677 sec   20.0               147080024.71210158  100357653.07234043  2.1632533669312412e+16\n",
-       "---  ---                  ---         ---                ---                 ---                 ---\n",
-       "     2019-04-16 01:59:34  2.941 sec   80.0               100875681.10949382  71046537.44053751   1.0175903039304288e+16\n",
-       "     2019-04-16 01:59:34  2.960 sec   85.0               98941160.75366399   69978548.0206047    9789353291282378.0\n",
-       "     2019-04-16 01:59:34  2.982 sec   90.0               97317074.03393775   68895259.28152296   9470612898526922.0\n",
-       "     2019-04-16 01:59:35  3.000 sec   95.0               95815426.87027301   67948401.30078387   9180596026332636.0\n",
-       "     2019-04-16 01:59:35  3.008 sec   97.0               95206033.74587767   67496135.99104144   9064188861621198.0"
+       "{'start_time': 1556176588.4232352,\n",
+       " 'target': 'transaction_real_price',\n",
+       " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n",
+       " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n",
+       " 'test_path': None,\n",
+       " 'max_models': 9,\n",
+       " 'run_time': 300,\n",
+       " 'run_id': 'MhjELnB300',\n",
+       " 'scale': False,\n",
+       " 'classification': False,\n",
+       " 'model_path': None,\n",
+       " 'balance': False,\n",
+       " 'balance_threshold': 0.2,\n",
+       " 'project': None,\n",
+       " 'end_time': 1556177515.9338748,\n",
+       " 'execution_time': 927.510639667511,\n",
+       " 'run_path': '/Users/bonnie/6105/project/DS/project/results/MhjELnB300',\n",
+       " 'nthreads': 1,\n",
+       " 'min_mem_size': 1,\n",
+       " 'analysis': 0,\n",
+       " 'X': ['city',\n",
+       "  'exclusive_use_area',\n",
+       "  'floor',\n",
+       "  'total_parking_capacity_in_site',\n",
+       "  'total_household_count_in_sites',\n",
+       "  'apartment_building_count_in_sites',\n",
+       "  'supply_area',\n",
+       "  'total_household_count_of_area_type',\n",
+       "  'room_count',\n",
+       "  'bathroom_count',\n",
+       "  'heat_fuel_cogeneration',\n",
+       "  'heat_fuel_gas',\n",
+       "  'heat_type_central',\n",
+       "  'heat_type_district',\n",
+       "  'heat_type_individual',\n",
+       "  'front_door_structure_corridor',\n",
+       "  'front_door_structure_mixed',\n",
+       "  'front_door_structure_stairway'],\n",
+       " 'variables': {'transaction_real_price': 'int',\n",
+       "  'city': 'int',\n",
+       "  'exclusive_use_area': 'real',\n",
+       "  'floor': 'int',\n",
+       "  'total_parking_capacity_in_site': 'int',\n",
+       "  'total_household_count_in_sites': 'int',\n",
+       "  'apartment_building_count_in_sites': 'int',\n",
+       "  'supply_area': 'real',\n",
+       "  'total_household_count_of_area_type': 'int',\n",
+       "  'room_count': 'int',\n",
+       "  'bathroom_count': 'int',\n",
+       "  'heat_fuel_cogeneration': 'int',\n",
+       "  'heat_fuel_gas': 'int',\n",
+       "  'heat_type_central': 'int',\n",
+       "  'heat_type_district': 'int',\n",
+       "  'heat_type_individual': 'int',\n",
+       "  'front_door_structure_corridor': 'int',\n",
+       "  'front_door_structure_mixed': 'int',\n",
+       "  'front_door_structure_stairway': 'int'},\n",
+       " 'model_execution_time_sec': 306.66742992401123,\n",
+       " 'model_execution_time': 306.6675138473511,\n",
+       " 'mod_best': 'GBM_1_AutoML_20190425_031629',\n",
+       " 'mod_best_algo': 'gbm',\n",
+       " 'models': ['GBM_1_AutoML_20190425_031629',\n",
+       "  'XGBoost_1_AutoML_20190425_031629',\n",
+       "  'XRT_1_AutoML_20190425_031629',\n",
+       "  'DRF_1_AutoML_20190425_031629',\n",
+       "  'DeepLearning_1_AutoML_20190425_031629',\n",
+       "  'GLM_grid_1_AutoML_20190425_031629_model_1']}"
       ]
      },
+     "execution_count": 47,
      "metadata": {},
-     "output_type": "display_data"
-    },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "See the whole table with table.as_data_frame()\n",
-      "Variable Importances: \n"
+      "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs/MhjELnB300_autoh2o_log.zip\n"
      ]
     },
     {
      "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b>variable</b></td>\n",
-       "<td><b>relative_importance</b></td>\n",
-       "<td><b>scaled_importance</b></td>\n",
-       "<td><b>percentage</b></td></tr>\n",
-       "<tr><td>supply_area</td>\n",
-       "<td>514244051216881418240.0000000</td>\n",
-       "<td>1.0</td>\n",
-       "<td>0.2696530</td></tr>\n",
-       "<tr><td>city</td>\n",
-       "<td>355607991304987869184.0000000</td>\n",
-       "<td>0.6915160</td>\n",
-       "<td>0.1864694</td></tr>\n",
-       "<tr><td>exclusive_use_area</td>\n",
-       "<td>287178627309046333440.0000000</td>\n",
-       "<td>0.5584481</td>\n",
-       "<td>0.1505872</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>136599603887541846016.0000000</td>\n",
-       "<td>0.2656319</td>\n",
-       "<td>0.0716284</td></tr>\n",
-       "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>110624380553147711488.0000000</td>\n",
-       "<td>0.2151204</td>\n",
-       "<td>0.0580079</td></tr>\n",
-       "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>83936717664419840000.0000000</td>\n",
-       "<td>0.1632235</td>\n",
-       "<td>0.0440137</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>79562227090429313024.0000000</td>\n",
-       "<td>0.1547169</td>\n",
-       "<td>0.0417199</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>62866688380418129920.0000000</td>\n",
-       "<td>0.1222507</td>\n",
-       "<td>0.0329653</td></tr>\n",
-       "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>52281927434330177536.0000000</td>\n",
-       "<td>0.1016675</td>\n",
-       "<td>0.0274150</td></tr>\n",
-       "<tr><td>heat_fuel_gas</td>\n",
-       "<td>43593366649318670336.0000000</td>\n",
-       "<td>0.0847717</td>\n",
-       "<td>0.0228590</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>42576472325253758976.0000000</td>\n",
-       "<td>0.0827943</td>\n",
-       "<td>0.0223257</td></tr>\n",
-       "<tr><td>heat_type_district</td>\n",
-       "<td>35194944992644694016.0000000</td>\n",
-       "<td>0.0684402</td>\n",
-       "<td>0.0184551</td></tr>\n",
-       "<tr><td>heat_type_individual</td>\n",
-       "<td>34225360454899728384.0000000</td>\n",
-       "<td>0.0665547</td>\n",
-       "<td>0.0179467</td></tr>\n",
-       "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>24499676530895486976.0000000</td>\n",
-       "<td>0.0476421</td>\n",
-       "<td>0.0128468</td></tr>\n",
-       "<tr><td>room_count</td>\n",
-       "<td>20022249678312570880.0000000</td>\n",
-       "<td>0.0389353</td>\n",
-       "<td>0.0104990</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>10703568675027288064.0000000</td>\n",
-       "<td>0.0208142</td>\n",
-       "<td>0.0056126</td></tr>\n",
-       "<tr><td>heat_type_central</td>\n",
-       "<td>7370545410470838272.0000000</td>\n",
-       "<td>0.0143328</td>\n",
-       "<td>0.0038649</td></tr>\n",
-       "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>5969837415672578048.0000000</td>\n",
-       "<td>0.0116090</td>\n",
-       "<td>0.0031304</td></tr></table></div>"
-      ],
       "text/plain": [
-       "variable                            relative_importance    scaled_importance    percentage\n",
-       "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         5.14244e+20            1                    0.269653\n",
-       "city                                3.55608e+20            0.691516             0.186469\n",
-       "exclusive_use_area                  2.87179e+20            0.558448             0.150587\n",
-       "apartment_building_count_in_sites   1.366e+20              0.265632             0.0716284\n",
-       "total_parking_capacity_in_site      1.10624e+20            0.21512              0.0580079\n",
-       "total_household_count_in_sites      8.39367e+19            0.163224             0.0440137\n",
-       "floor                               7.95622e+19            0.154717             0.0417199\n",
-       "heat_fuel_cogeneration              6.28667e+19            0.122251             0.0329653\n",
-       "total_household_count_of_area_type  5.22819e+19            0.101668             0.027415\n",
-       "heat_fuel_gas                       4.35934e+19            0.0847717            0.022859\n",
-       "bathroom_count                      4.25765e+19            0.0827943            0.0223257\n",
-       "heat_type_district                  3.51949e+19            0.0684402            0.0184551\n",
-       "heat_type_individual                3.42254e+19            0.0665547            0.0179467\n",
-       "front_door_structure_stairway       2.44997e+19            0.0476421            0.0128468\n",
-       "room_count                          2.00222e+19            0.0389353            0.010499\n",
-       "front_door_structure_mixed          1.07036e+19            0.0208142            0.00561261\n",
-       "heat_type_central                   7.37055e+18            0.0143328            0.00386488\n",
-       "front_door_structure_corridor       5.96984e+18            0.011609             0.00313039"
+       "'/Users/bonnie/6105/project/DS/project/results/MhjELnB300/logs/MhjELnB300_autoh2o_log.zip'"
       ]
      },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": []
-     },
-     "execution_count": 21,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "bestModel_500 = get_BestModel(board_csv)\n",
-    "bestModel_500"
+    "# Save logs\n",
+    "h2o.download_all_logs(dirname=logs_path, filename=logfile)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# MODEL 2 ( 500 ) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "runtime = 500"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 50,
    "metadata": {
-    "scrolled": false
+    "scrolled": true
    },
    "outputs": [
     {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 1008x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "eFMvlPR500\n"
+     ]
     }
    ],
    "source": [
-    "bestModel_500.varimp_plot()"
+    "rtime = str(runtime)\n",
+    "run_id= alphabet(7) + rtime\n",
+    "\n",
+    "run_path = os.path.join(server_path,run_id)\n",
+    "os.mkdir(run_path)\n",
+    "os.chdir(run_path)    \n",
+    "\n",
+    "print (run_id)"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 51,
    "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs   eFMvlPR500_autoh2o_log.zip\n"
+     ]
+    }
+   ],
    "source": [
-    "# MODEL 3 ( 1000 ) "
+    "logfile=run_id+'_autoh2o_log.zip'\n",
+    "logs_path=os.path.join(run_path,'logs')\n",
+    "print(logs_path,' ',logfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'start_time': 1556178269.322779, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 500, 'run_id': 'eFMvlPR500', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556178269.322814, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/eFMvlPR500', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# meta data\n",
+    "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n",
+    "                          target,runtime,classification,scale,max_models,balance_y,\n",
+    "                          balance_threshold,name,run_path,nthreads,min_mem_size,X,\n",
+    "                          Variable_type)\n",
+    "\n",
+    "\n",
+    "print(meta_data)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 53,
    "metadata": {
     "scrolled": true
    },
@@ -1870,690 +2104,202 @@
      "output_type": "stream",
      "text": [
       "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
-      "get_leaderBoard done\n",
+      "get_leaderBoard done\n"
+     ]
+    }
+   ],
+   "source": [
+    "model_start_time = time.time()\n",
+    "leaderBoard = get_leaderBoard(runtime)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 54,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Execution time for  500 sec =   483.5366759300232\n"
+     ]
+    }
+   ],
+   "source": [
+    "execution_time =  time.time() - model_start_time\n",
+    "meta_data['model_execution_time_sec'] = execution_time\n",
+    "meta_data['model_execution_time'] = time.time() - model_start_time\n",
+    "print(\"Execution time for \", runtime,\"sec =  \",meta_data['model_execution_time_sec'])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 55,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--- create new folder leaderboard  ---\n",
       "board_to_csv done\n",
-      "GBM_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_7\n",
-      "XGBoost_1_AutoML_20190416_015849\n",
-      "XGBoost_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_4\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_14\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_16\n",
-      "XGBoost_1_AutoML_20190416_022142\n",
-      "GBM_1_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_9\n",
-      "XGBoost_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_6\n",
-      "GBM_1_AutoML_20190416_022142\n",
-      "XGBoost_2_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_7\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_1\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_19\n",
-      "XGBoost_2_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_022142\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_22\n",
-      "GBM_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_20\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_2\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_7\n",
-      "GBM_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_7\n",
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-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           119\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           133\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           138\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           141\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           142\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           145\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           148\n",
-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           150\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           151\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           152\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           153\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           154\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           155\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           156\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           157\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           158\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           159\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           160\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           161\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           168\n",
-      "done\n",
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-      "done\n",
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-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           172\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           173\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           174\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           175\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           176\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           177\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           178\n",
-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           180\n",
-      "done\n",
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           182\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           183\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           184\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           185\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           186\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           187\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           188\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           189\n",
-      "done\n"
+      "XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+      "--- create new folder param  ---\n",
+      "GBM_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_4\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n"
      ]
-    },
+    }
+   ],
+   "source": [
+    "board_csv = board_to_csv(leaderBoard)\n",
+    "\n",
+    "every_params = get_every_params(board_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 56,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "tryyyyyyyyyyyyyyyy           190\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           191\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           192\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           193\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           194\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           195\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           196\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           197\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           198\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           199\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           200\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           201\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           202\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           203\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           204\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           205\n",
-      "done\n",
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           206\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           207\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           208\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           209\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           210\n",
-      "done\n",
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           211\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           212\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           213\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           214\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           215\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           216\n",
-      "done\n"
+      "--- create new folder varimp  ---\n",
+      "all varimp done\n"
      ]
     }
    ],
    "source": [
-    "runtime = 1000\n",
-    "leaderBoard = get_leaderBoard(runtime)\n",
-    "\n",
-    "board_csv = board_to_csv(leaderBoard, runtime)\n",
-    "board_csv.to_csv('result/1000/leaderboard.csv', sep='\\t')\n",
-    "\n",
-    "params =  get_all_params(board_csv)\n",
-    "with open('result/1000/params.json', 'w') as f:\n",
-    "    json.dump(params, f)\n",
-    "    \n",
-    "all_varimp = get_all_varimp(board_csv)   \n",
-    "all_varimp.to_csv('result/1000/all_varimp.csv', sep='\\t')"
+    "all_varimp = get_all_varimp(board_csv)  "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 58,
    "metadata": {
     "scrolled": true
    },
@@ -2564,27 +2310,27 @@
      "text": [
       "Model Details\n",
       "=============\n",
-      "H2OGradientBoostingEstimator :  Gradient Boosting Machine\n",
-      "Model Key:  GBM_1_AutoML_20190416_015849\n",
+      "H2OXGBoostEstimator :  XGBoost\n",
+      "Model Key:  XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
       "\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on train data. **\n",
       "\n",
-      "MSE: 9064188861621198.0\n",
-      "RMSE: 95206033.74587767\n",
-      "MAE: 67496135.99104144\n",
-      "RMSLE: 0.25946421720441404\n",
-      "Mean Residual Deviance: 9064188861621198.0\n",
+      "MSE: 6426494700688825.0\n",
+      "RMSE: 80165420.85393693\n",
+      "MAE: 54535962.69703504\n",
+      "RMSLE: 0.21184011548141482\n",
+      "Mean Residual Deviance: 6426494700688825.0\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on cross-validation data. **\n",
       "\n",
-      "MSE: 2.5146739460939084e+16\n",
-      "RMSE: 158577235.00218776\n",
-      "MAE: 96028946.28873461\n",
-      "RMSLE: 0.3325625379269681\n",
-      "Mean Residual Deviance: 2.5146739460939084e+16\n",
+      "MSE: 2.3532474855228316e+16\n",
+      "RMSE: 153402981.89809844\n",
+      "MAE: 90918845.49757412\n",
+      "RMSLE: 0.31368784715308506\n",
+      "Mean Residual Deviance: 2.3532474855228316e+16\n",
       "Cross-Validation Metrics Summary: \n"
      ]
     },
@@ -2600,72 +2346,72 @@
        "<td><b>cv_4_valid</b></td>\n",
        "<td><b>cv_5_valid</b></td></tr>\n",
        "<tr><td>mae</td>\n",
-       "<td>96028944.0000000</td>\n",
-       "<td>3612221.8</td>\n",
-       "<td>100648072.0000000</td>\n",
-       "<td>89991768.0000000</td>\n",
-       "<td>99987528.0000000</td>\n",
-       "<td>89572152.0000000</td>\n",
-       "<td>99945208.0000000</td></tr>\n",
+       "<td>90918848.0000000</td>\n",
+       "<td>1839696.5</td>\n",
+       "<td>95816288.0000000</td>\n",
+       "<td>91183232.0000000</td>\n",
+       "<td>89934552.0000000</td>\n",
+       "<td>88611840.0000000</td>\n",
+       "<td>89048312.0000000</td></tr>\n",
        "<tr><td>mean_residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
        "<tr><td>mse</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
        "<tr><td>r2</td>\n",
-       "<td>0.7517724</td>\n",
-       "<td>0.0152310</td>\n",
-       "<td>0.7486387</td>\n",
-       "<td>0.7622951</td>\n",
-       "<td>0.7392049</td>\n",
-       "<td>0.7862044</td>\n",
-       "<td>0.7225189</td></tr>\n",
+       "<td>0.7603636</td>\n",
+       "<td>0.0170403</td>\n",
+       "<td>0.7535597</td>\n",
+       "<td>0.7253769</td>\n",
+       "<td>0.7528056</td>\n",
+       "<td>0.7716479</td>\n",
+       "<td>0.7984281</td></tr>\n",
        "<tr><td>residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
        "<tr><td>rmse</td>\n",
-       "<td>157673632.0000000</td>\n",
-       "<td>11953314.0000000</td>\n",
-       "<td>166466832.0000000</td>\n",
-       "<td>137592448.0000000</td>\n",
-       "<td>174422512.0000000</td>\n",
-       "<td>136876560.0000000</td>\n",
-       "<td>173009840.0000000</td></tr>\n",
+       "<td>153195920.0000000</td>\n",
+       "<td>5634126.0</td>\n",
+       "<td>160412368.0000000</td>\n",
+       "<td>161884048.0000000</td>\n",
+       "<td>143684256.0000000</td>\n",
+       "<td>156283008.0000000</td>\n",
+       "<td>143715888.0000000</td></tr>\n",
        "<tr><td>rmsle</td>\n",
-       "<td>0.3324099</td>\n",
-       "<td>0.0071243</td>\n",
-       "<td>0.3404068</td>\n",
-       "<td>0.3175372</td>\n",
-       "<td>0.3412233</td>\n",
-       "<td>0.3229898</td>\n",
-       "<td>0.3398924</td></tr></table></div>"
+       "<td>0.3136399</td>\n",
+       "<td>0.0038774</td>\n",
+       "<td>0.3084553</td>\n",
+       "<td>0.3166682</td>\n",
+       "<td>0.3057718</td>\n",
+       "<td>0.3176187</td>\n",
+       "<td>0.3196857</td></tr></table></div>"
       ],
       "text/plain": [
        "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
        "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.60289e+07  3.61222e+06  1.00648e+08   8.99918e+07   9.99875e+07   8.95722e+07   9.99452e+07\n",
-       "mean_residual_deviance  2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "mse                     2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "r2                      0.751772     0.015231     0.748639      0.762295      0.739205      0.786204      0.722519\n",
-       "residual_deviance       2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "rmse                    1.57674e+08  1.19533e+07  1.66467e+08   1.37592e+08   1.74423e+08   1.36877e+08   1.7301e+08\n",
-       "rmsle                   0.33241      0.00712425   0.340407      0.317537      0.341223      0.32299       0.339892"
+       "mae                     9.09188e+07  1.8397e+06   9.58163e+07   9.11832e+07   8.99346e+07   8.86118e+07   8.90483e+07\n",
+       "mean_residual_deviance  2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "mse                     2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "r2                      0.760364     0.0170403    0.75356       0.725377      0.752806      0.771648      0.798428\n",
+       "residual_deviance       2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "rmse                    1.53196e+08  5.63413e+06  1.60412e+08   1.61884e+08   1.43684e+08   1.56283e+08   1.43716e+08\n",
+       "rmsle                   0.31364      0.00387737   0.308455      0.316668      0.305772      0.317619      0.319686"
       ]
      },
      "metadata": {},
@@ -2689,40 +2435,40 @@
        "<td><b>training_mae</b></td>\n",
        "<td><b>training_deviance</b></td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.530 sec</td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.426 sec</td>\n",
        "<td>0.0</td>\n",
-       "<td>316955226.6467000</td>\n",
-       "<td>217175355.8332210</td>\n",
-       "<td>100460615698660944.0000000</td></tr>\n",
+       "<td>510052399.0745529</td>\n",
+       "<td>401904324.3927224</td>\n",
+       "<td>260153449801706944.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.570 sec</td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.512 sec</td>\n",
        "<td>5.0</td>\n",
-       "<td>233002195.6791182</td>\n",
-       "<td>161623741.1834266</td>\n",
-       "<td>54290023191290104.0000000</td></tr>\n",
+       "<td>410643254.3515888</td>\n",
+       "<td>313658439.8320755</td>\n",
+       "<td>168627882344463648.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.599 sec</td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.592 sec</td>\n",
        "<td>10.0</td>\n",
-       "<td>185979042.9780051</td>\n",
-       "<td>128617301.5363942</td>\n",
-       "<td>34588204427014652.0000000</td></tr>\n",
+       "<td>334489708.4313594</td>\n",
+       "<td>245223017.6948787</td>\n",
+       "<td>111883365046495808.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.637 sec</td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.678 sec</td>\n",
        "<td>15.0</td>\n",
-       "<td>160886370.0168623</td>\n",
-       "<td>110703199.1023516</td>\n",
-       "<td>25884424057202716.0000000</td></tr>\n",
+       "<td>276921763.9709626</td>\n",
+       "<td>192776821.5477089</td>\n",
+       "<td>76685663360789552.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.677 sec</td>\n",
+       "<td>2019-04-25 03:48:04</td>\n",
+       "<td> 2 min  9.770 sec</td>\n",
        "<td>20.0</td>\n",
-       "<td>147080024.7121016</td>\n",
-       "<td>100357653.0723404</td>\n",
-       "<td>21632533669312412.0000000</td></tr>\n",
+       "<td>232652773.7544138</td>\n",
+       "<td>153714772.6150943</td>\n",
+       "<td>54127313135622432.0000000</td></tr>\n",
        "<tr><td>---</td>\n",
        "<td>---</td>\n",
        "<td>---</td>\n",
@@ -2731,55 +2477,55 @@
        "<td>---</td>\n",
        "<td>---</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.941 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>100875681.1094938</td>\n",
-       "<td>71046537.4405375</td>\n",
-       "<td>10175903039304288.0000000</td></tr>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 12.719 sec</td>\n",
+       "<td>115.0</td>\n",
+       "<td>83743798.5030115</td>\n",
+       "<td>56418506.2544474</td>\n",
+       "<td>7013023787712987.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.960 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>98941160.7536640</td>\n",
-       "<td>69978548.0206047</td>\n",
-       "<td>9789353291282378.0000000</td></tr>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 12.915 sec</td>\n",
+       "<td>120.0</td>\n",
+       "<td>82814119.7391555</td>\n",
+       "<td>55989217.7504043</td>\n",
+       "<td>6858178428171183.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.982 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>97317074.0339378</td>\n",
-       "<td>68895259.2815230</td>\n",
-       "<td>9470612898526922.0000000</td></tr>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.118 sec</td>\n",
+       "<td>125.0</td>\n",
+       "<td>81358120.0617751</td>\n",
+       "<td>55210479.0641509</td>\n",
+       "<td>6619143699986209.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.000 sec</td>\n",
-       "<td>95.0</td>\n",
-       "<td>95815426.8702730</td>\n",
-       "<td>67948401.3007839</td>\n",
-       "<td>9180596026332636.0000000</td></tr>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.322 sec</td>\n",
+       "<td>130.0</td>\n",
+       "<td>80481155.7217434</td>\n",
+       "<td>54725964.3638814</td>\n",
+       "<td>6477216426307506.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.008 sec</td>\n",
-       "<td>97.0</td>\n",
-       "<td>95206033.7458777</td>\n",
-       "<td>67496135.9910414</td>\n",
-       "<td>9064188861621198.0000000</td></tr></table></div>"
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.490 sec</td>\n",
+       "<td>132.0</td>\n",
+       "<td>80165420.8539369</td>\n",
+       "<td>54535962.6970350</td>\n",
+       "<td>6426494700688825.0000000</td></tr></table></div>"
       ],
       "text/plain": [
-       "     timestamp            duration    number_of_trees    training_rmse       training_mae        training_deviance\n",
-       "---  -------------------  ----------  -----------------  ------------------  ------------------  ----------------------\n",
-       "     2019-04-16 01:59:34  2.530 sec   0.0                316955226.64669997  217175355.83322105  1.0046061569866094e+17\n",
-       "     2019-04-16 01:59:34  2.570 sec   5.0                233002195.67911825  161623741.18342665  5.4290023191290104e+16\n",
-       "     2019-04-16 01:59:34  2.599 sec   10.0               185979042.97800505  128617301.53639418  3.4588204427014652e+16\n",
-       "     2019-04-16 01:59:34  2.637 sec   15.0               160886370.01686227  110703199.10235162  2.5884424057202716e+16\n",
-       "     2019-04-16 01:59:34  2.677 sec   20.0               147080024.71210158  100357653.07234043  2.1632533669312412e+16\n",
-       "---  ---                  ---         ---                ---                 ---                 ---\n",
-       "     2019-04-16 01:59:34  2.941 sec   80.0               100875681.10949382  71046537.44053751   1.0175903039304288e+16\n",
-       "     2019-04-16 01:59:34  2.960 sec   85.0               98941160.75366399   69978548.0206047    9789353291282378.0\n",
-       "     2019-04-16 01:59:34  2.982 sec   90.0               97317074.03393775   68895259.28152296   9470612898526922.0\n",
-       "     2019-04-16 01:59:35  3.000 sec   95.0               95815426.87027301   67948401.30078387   9180596026332636.0\n",
-       "     2019-04-16 01:59:35  3.008 sec   97.0               95206033.74587767   67496135.99104144   9064188861621198.0"
+       "     timestamp            duration          number_of_trees    training_rmse       training_mae        training_deviance\n",
+       "---  -------------------  ----------------  -----------------  ------------------  ------------------  ----------------------\n",
+       "     2019-04-25 03:48:03  2 min  9.426 sec  0.0                510052399.0745529   401904324.39272237  2.6015344980170694e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.512 sec  5.0                410643254.3515888   313658439.8320755   1.6862788234446365e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.592 sec  10.0               334489708.43135935  245223017.6948787   1.118833650464958e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.678 sec  15.0               276921763.97096264  192776821.5477089   7.668566336078955e+16\n",
+       "     2019-04-25 03:48:04  2 min  9.770 sec  20.0               232652773.75441375  153714772.61509433  5.412731313562243e+16\n",
+       "---  ---                  ---               ---                ---                 ---                 ---\n",
+       "     2019-04-25 03:48:07  2 min 12.719 sec  115.0              83743798.50301148   56418506.25444744   7013023787712987.0\n",
+       "     2019-04-25 03:48:07  2 min 12.915 sec  120.0              82814119.73915549   55989217.75040431   6858178428171183.0\n",
+       "     2019-04-25 03:48:07  2 min 13.118 sec  125.0              81358120.06177509   55210479.064150944  6619143699986209.0\n",
+       "     2019-04-25 03:48:07  2 min 13.322 sec  130.0              80481155.72174338   54725964.3638814    6477216426307506.0\n",
+       "     2019-04-25 03:48:07  2 min 13.490 sec  132.0              80165420.85393693   54535962.69703504   6426494700688825.0"
       ]
      },
      "metadata": {},
@@ -2802,99 +2548,99 @@
        "<td><b>scaled_importance</b></td>\n",
        "<td><b>percentage</b></td></tr>\n",
        "<tr><td>supply_area</td>\n",
-       "<td>514244051216881418240.0000000</td>\n",
+       "<td>1284120368951404265472.0000000</td>\n",
        "<td>1.0</td>\n",
-       "<td>0.2696530</td></tr>\n",
-       "<tr><td>city</td>\n",
-       "<td>355607991304987869184.0000000</td>\n",
-       "<td>0.6915160</td>\n",
-       "<td>0.1864694</td></tr>\n",
+       "<td>0.2793377</td></tr>\n",
        "<tr><td>exclusive_use_area</td>\n",
-       "<td>287178627309046333440.0000000</td>\n",
-       "<td>0.5584481</td>\n",
-       "<td>0.1505872</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>136599603887541846016.0000000</td>\n",
-       "<td>0.2656319</td>\n",
-       "<td>0.0716284</td></tr>\n",
+       "<td>772957166907737243648.0000000</td>\n",
+       "<td>0.6019351</td>\n",
+       "<td>0.1681432</td></tr>\n",
+       "<tr><td>city</td>\n",
+       "<td>713206644014017675264.0000000</td>\n",
+       "<td>0.5554048</td>\n",
+       "<td>0.1551455</td></tr>\n",
+       "<tr><td>heat_fuel_cogeneration</td>\n",
+       "<td>534416448004059824128.0000000</td>\n",
+       "<td>0.4161732</td>\n",
+       "<td>0.1162529</td></tr>\n",
        "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>110624380553147711488.0000000</td>\n",
-       "<td>0.2151204</td>\n",
-       "<td>0.0580079</td></tr>\n",
+       "<td>299381886963406602240.0000000</td>\n",
+       "<td>0.2331416</td>\n",
+       "<td>0.0651252</td></tr>\n",
+       "<tr><td>apartment_building_count_in_sites</td>\n",
+       "<td>247495335114331652096.0000000</td>\n",
+       "<td>0.1927353</td>\n",
+       "<td>0.0538382</td></tr>\n",
        "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>83936717664419840000.0000000</td>\n",
-       "<td>0.1632235</td>\n",
-       "<td>0.0440137</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>79562227090429313024.0000000</td>\n",
-       "<td>0.1547169</td>\n",
-       "<td>0.0417199</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>62866688380418129920.0000000</td>\n",
-       "<td>0.1222507</td>\n",
-       "<td>0.0329653</td></tr>\n",
+       "<td>244401362170328121344.0000000</td>\n",
+       "<td>0.1903259</td>\n",
+       "<td>0.0531652</td></tr>\n",
        "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>52281927434330177536.0000000</td>\n",
-       "<td>0.1016675</td>\n",
-       "<td>0.0274150</td></tr>\n",
-       "<tr><td>heat_fuel_gas</td>\n",
-       "<td>43593366649318670336.0000000</td>\n",
-       "<td>0.0847717</td>\n",
-       "<td>0.0228590</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>42576472325253758976.0000000</td>\n",
-       "<td>0.0827943</td>\n",
-       "<td>0.0223257</td></tr>\n",
+       "<td>170907383734059663360.0000000</td>\n",
+       "<td>0.1330930</td>\n",
+       "<td>0.0371779</td></tr>\n",
+       "<tr><td>floor</td>\n",
+       "<td>131989861805672366080.0000000</td>\n",
+       "<td>0.1027862</td>\n",
+       "<td>0.0287121</td></tr>\n",
        "<tr><td>heat_type_district</td>\n",
-       "<td>35194944992644694016.0000000</td>\n",
-       "<td>0.0684402</td>\n",
-       "<td>0.0184551</td></tr>\n",
+       "<td>64536595854358740992.0000000</td>\n",
+       "<td>0.0502574</td>\n",
+       "<td>0.0140388</td></tr>\n",
        "<tr><td>heat_type_individual</td>\n",
-       "<td>34225360454899728384.0000000</td>\n",
-       "<td>0.0665547</td>\n",
-       "<td>0.0179467</td></tr>\n",
-       "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>24499676530895486976.0000000</td>\n",
-       "<td>0.0476421</td>\n",
-       "<td>0.0128468</td></tr>\n",
+       "<td>38812003996492890112.0000000</td>\n",
+       "<td>0.0302246</td>\n",
+       "<td>0.0084429</td></tr>\n",
+       "<tr><td>bathroom_count</td>\n",
+       "<td>32156545764355473408.0000000</td>\n",
+       "<td>0.0250417</td>\n",
+       "<td>0.0069951</td></tr>\n",
        "<tr><td>room_count</td>\n",
-       "<td>20022249678312570880.0000000</td>\n",
-       "<td>0.0389353</td>\n",
-       "<td>0.0104990</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>10703568675027288064.0000000</td>\n",
-       "<td>0.0208142</td>\n",
-       "<td>0.0056126</td></tr>\n",
+       "<td>26082124451916283904.0000000</td>\n",
+       "<td>0.0203113</td>\n",
+       "<td>0.0056737</td></tr>\n",
        "<tr><td>heat_type_central</td>\n",
-       "<td>7370545410470838272.0000000</td>\n",
-       "<td>0.0143328</td>\n",
-       "<td>0.0038649</td></tr>\n",
+       "<td>12259486479981477888.0000000</td>\n",
+       "<td>0.0095470</td>\n",
+       "<td>0.0026668</td></tr>\n",
        "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>5969837415672578048.0000000</td>\n",
-       "<td>0.0116090</td>\n",
-       "<td>0.0031304</td></tr></table></div>"
+       "<td>9603112566763028480.0000000</td>\n",
+       "<td>0.0074784</td>\n",
+       "<td>0.0020890</td></tr>\n",
+       "<tr><td>front_door_structure_stairway</td>\n",
+       "<td>9516272038889652224.0000000</td>\n",
+       "<td>0.0074107</td>\n",
+       "<td>0.0020701</td></tr>\n",
+       "<tr><td>heat_fuel_gas</td>\n",
+       "<td>4244903233052475392.0000000</td>\n",
+       "<td>0.0033057</td>\n",
+       "<td>0.0009234</td></tr>\n",
+       "<tr><td>front_door_structure_mixed</td>\n",
+       "<td>930509062724911104.0000000</td>\n",
+       "<td>0.0007246</td>\n",
+       "<td>0.0002024</td></tr></table></div>"
       ],
       "text/plain": [
        "variable                            relative_importance    scaled_importance    percentage\n",
        "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         5.14244e+20            1                    0.269653\n",
-       "city                                3.55608e+20            0.691516             0.186469\n",
-       "exclusive_use_area                  2.87179e+20            0.558448             0.150587\n",
-       "apartment_building_count_in_sites   1.366e+20              0.265632             0.0716284\n",
-       "total_parking_capacity_in_site      1.10624e+20            0.21512              0.0580079\n",
-       "total_household_count_in_sites      8.39367e+19            0.163224             0.0440137\n",
-       "floor                               7.95622e+19            0.154717             0.0417199\n",
-       "heat_fuel_cogeneration              6.28667e+19            0.122251             0.0329653\n",
-       "total_household_count_of_area_type  5.22819e+19            0.101668             0.027415\n",
-       "heat_fuel_gas                       4.35934e+19            0.0847717            0.022859\n",
-       "bathroom_count                      4.25765e+19            0.0827943            0.0223257\n",
-       "heat_type_district                  3.51949e+19            0.0684402            0.0184551\n",
-       "heat_type_individual                3.42254e+19            0.0665547            0.0179467\n",
-       "front_door_structure_stairway       2.44997e+19            0.0476421            0.0128468\n",
-       "room_count                          2.00222e+19            0.0389353            0.010499\n",
-       "front_door_structure_mixed          1.07036e+19            0.0208142            0.00561261\n",
-       "heat_type_central                   7.37055e+18            0.0143328            0.00386488\n",
-       "front_door_structure_corridor       5.96984e+18            0.011609             0.00313039"
+       "supply_area                         1.28412e+21            1                    0.279338\n",
+       "exclusive_use_area                  7.72957e+20            0.601935             0.168143\n",
+       "city                                7.13207e+20            0.555405             0.155145\n",
+       "heat_fuel_cogeneration              5.34416e+20            0.416173             0.116253\n",
+       "total_parking_capacity_in_site      2.99382e+20            0.233142             0.0651252\n",
+       "apartment_building_count_in_sites   2.47495e+20            0.192735             0.0538382\n",
+       "total_household_count_in_sites      2.44401e+20            0.190326             0.0531652\n",
+       "total_household_count_of_area_type  1.70907e+20            0.133093             0.0371779\n",
+       "floor                               1.3199e+20             0.102786             0.0287121\n",
+       "heat_type_district                  6.45366e+19            0.0502574            0.0140388\n",
+       "heat_type_individual                3.8812e+19             0.0302246            0.00844287\n",
+       "bathroom_count                      3.21565e+19            0.0250417            0.00699509\n",
+       "room_count                          2.60821e+19            0.0203113            0.00567371\n",
+       "heat_type_central                   1.22595e+19            0.00954699           0.00266683\n",
+       "front_door_structure_corridor       9.60311e+18            0.00747836           0.00208899\n",
+       "front_door_structure_stairway       9.51627e+18            0.00741073           0.0020701\n",
+       "heat_fuel_gas                       4.2449e+18             0.00330569           0.000923404\n",
+       "front_door_structure_mixed          9.30509e+17            0.000724628          0.000202416"
       ]
      },
      "metadata": {},
@@ -2904,26 +2650,50 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 27,
+     "execution_count": 58,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "bestModel_1000 = get_BestModel(board_csv)\n",
-    "bestModel_1000"
+    "bestModel_500= get_BestModel(board_csv)\n",
+    "bestModel_500"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5'"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_path = run_path + '/bestModel'\n",
+    "h2o.save_model(model=bestModel_500, \n",
+    "                      path = my_path, \n",
+    "                     # force=True\n",
+    "                     )\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 60,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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bkzwyyeojZRu2ALbMtVD8X3SzAr4PPKOqrppmtQ/TfdaPAT47pv9r0t3K7hHAOdzwNm1T9eX2dFP/r6W7zdfwrQJfBvwZ+EiS+42sujvdqQc7JflI2/44053eMa5PO9Bd22BwO7mBwa36Ppyh+7cnuQvX/x34/Eh9gHcmudNQ/Xl0p8yE7nMYlD96wpdUg5klw8fmj+35XjPcLUnLmNPIJUnL21F0V/Ddqr3fZ9zFzKq7P+8+wJuBRUm+S3fu5uPo/lk+nv5GKT9GF6p/lOS/gb+2/m1NNzr67Anr/YZu9P28of7tQDdF9BM1dK/pKexKNxL7AbqQcBLX3+d7I7ppo89h/JTTuXQ48IkkC+mu1Dy4z/aVdLfrGp4CPrjw3OuSbEX32Q3us702sGuN3Dd5Bo6hm91wRJIT6QL7WVV1KHAg3Zc5n2z3EP8l3X3P/5nu85zu3OlpVdXVSZ5DN9L6tTbSehrdLdseTDe1evWhus9qdY9IcjJwNt2xuhfwMLqLuK1L9wXTIHz9lG60cnn8v/ZuuosVXkF30bC3jRmsPrOqvjt4U1V/S/IkutkqrwD+OcnhdIH3rnT3jl6PbmR3ulHyYZ+ku/DYnlV1+vCCqrokyb/S3df+C0keXVXXtmUXJ3k83RXU3wTsnOQYur8317Y+bUP3+/Z7ui8KRq0ychG7tYCH0F2YDWD3qhq+IOMHgSfR/eyf0/Z/cJ/tdenuJHBdOK+qE5J8lO4+8ee3i55d0Y7VRnS/Gx8dav+twGOTHEd3S7fLW3+eTHcdgs8N1T2WbqbMB5M8lO5Uh2ur6gNj9lPS8jDXl0P34cOHDx+3vgfdiM/gljoTb21EFzLeQhc6rqQb7f4i3QjT4HZAw/czHnsv65E2x976C3ga3bTuv9GNnB1JFxAHt/F60Uj939CFuHWAfenO4byabtr0axi5LdZUfaML6bsBP6Y7V/MqunD9A+B1TLjd0YR9m3Trr7G3epp0PNqyccd4cHupd9AFl2PbMfsbXZjcckJbd6AbCf1lO06DY7z9mLrXbWOKfV0b+CzdBcquGT22dIHk+3RfXFxOd8G0nSd9DuP2dSb9oTs3/DN0I9dX083UOIUulI3WXY8unJ1PF7Auo7sy+CHAC7nhbexuzn22fzBFncH+/3KkfLD/Uz3G/l7RnU6xC90XIH+gO3f6D3Tncb+MoftPz2AfntW2depU69HNCKkJx/m2dF8cfK/9fFxN9/djMd2MhJ2Btcb8rRm3z/+g+7vzbeDxE/qyBt3vw/l0v7t/o7sF3o5T9P+FdFfrH9xn/jzgbYzcs5wuyB9I9zdwSfuZ+RndefX3GtPuS+hmEQwuJDnjnx8fPnz0/0jVTb32iCRJurVpI8VHM+biY5Ik6Xqesy1JkiRJUs8M25IkSZIk9cywLUmSJElSzzxnW5IkSZKknnnrL2nIF77whXrJS14y192QJEmStOK60b0Rx3EauTTk8ssvn+suSJIkSboFMGxLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPZs31x2QViSLLl7CBrsfOtfdkCRJkgQs3nvhXHfhJnNkW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtrXMJVmc5M5z3Q9JkiRJWl4M21pppePPsCRJkqQVjkFFJFkryaFJzklyXpIdh0ejkyxIclx7vWeSLyU5NsmFSV7RyrdLckKSbyW5IMlnRoNwkvcmed3Q+/cn2W1Cn9ZOckySM5MsSvL0Vr5Bkp8m+TRwJnDPJE9I8uNW95Aka7e670pyetun/ZJkwrZ2SXJGkjOWXrHkZh9PSZIkSTJsC+BJwCVV9dCqeghwxDT1NwUWAlsD70py91a+FfAmYBPgfsCzRtb7L+AlAC2IPw84aMI2rgKeWVVbAI8F/mMoLD8I+GJVbQ5cDrwD2L7VPQN4Y6u3T1U9rO3TGsA/j9tQVe1XVQuqasGqa86fZtclSZIkaXqGbQEsArZP8sEk21bVdMO736mqK6vqUuCHdCEb4LSquqiqlgIHA48aXqmqFgN/TLI58ATgrKr644RtBPhAknOBHwDrA+u1Zb+uqlPa60cAGwEnJzmbLszfuy17bJJTkywCHgdsPM1+SZIkSVIv5s11BzT3quoXSbYEngLsleQo4Bqu/zJm9dFVJryfVD5sf2An4K7A56fo1guBdYEtq+ofSRYP9ePyoXoBjq6q5w+vnGR14NPAgqr63yR7jtkPSZIkSVomHNkWbRr4FVX1ZeAjwBbAYmDLVuXZI6s8PcnqSe4EbAec3sq3SnKfNkV8R+CkMZv7Ft209YcBR07RrfnA/7Wg/ViuH60edQqwTZL7t31ZM8kDuT5YX9rO4d5him1JkiRJUq8c2RZ051h/OMm1wD+AXenOcf6vJG8HTh2pfxpwKHAv4L1VdUkLuD8G9m7tnUAXrG+gqv6e5IfAX9p080kOAr6X5AzgbOBn4ypV1R+S7AQcnGS1VvyONlr/Obop8ou5/gsBSZIkSVrmDNuiqo5k/CjzAyes8ouq2mVM+RVVteOY9jcYvG6j3o8AnjNNny6luwDbOA8ZqXss3Uj5aBvvoLt4miRJkiQtV04j13KTZCPgl8AxVXXhXPdHkiRJkpYVR7Y1K1W154Ty44Djpln3AuC+w2VJNgG+NFL16qp6+E3upCRJkiTNMcO25lRVLQI2m+t+SJIkSVKfnEYuSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs/mzXUHpBXJJuvPZ99XL5zrbkiSJElayTmyLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLP5s11B6QVyaKLl7DB7ofOdTckSVquFu+9cK67IEm3OI5sS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPD9kooyZ5J3nwT1/1R3/2RJEmSJN2QYftWpqoeOdd96EuSeXPdB0mSJEkax7A9B5K8KMlpSc5O8tkk905yYZI7J1klyYlJntDqvjjJuUnOSfKlMW0dl2RBe33nJIvb642HtnFukge08sva89eSPGWonQOTPDvJqkk+nOT0tt4rp9iP7ZJ8f+j9Pkl2aq/3TnJBa+MjrWzdJN9obZ+eZJsp2t4qyY+SnNWeH9TKd0pySJLvAUe1srcM9ffdQ218O8lPkpyfZJcptrVLkjOSnLH0iiWTqkmSJEnSjDkyuJwleTCwI7BNVf0jyaeBxwAfBD4DnApcUFVHJdkY2KPVvTTJHWexqVcBH6+qg5LcFlh1ZPlXWz8Oa8sfD+wKvAxYUlUPS7IacHKSo6rqV7PYxzsCzwQ2rKpKsk5b9HHgY1V1UpJ7AUcCD57QzM+AR1fVNUm2Bz4APLst2xrYtKr+1L6UeACwFRDgu0keXVUnADu3OmsApyf5RlX9cXRDVbUfsB/ArnvsVSyd6Z5KkiRJ0niG7eXv8cCWdOEPYA3g/6pqzyTPoQvJm7W6jwO+XlWXAlTVn2axnR8DeyS5B/DNqrpwZPnhwCdaoH4ScEJVXdnC66ZJdmj15tOF2RmHbeCvwFXA/kkOBQaj39sDG7X9Brh9kttV1d/GtDEf+EIbkS/gNkPLjh46Fk9oj7Pa+7Vbf08AdkvyzFZ+z1Z+o7AtSZIkSX0zbC9/Ab5QVW+7QWGyJnCP9nZt4G+tbk3T3jVcfzrA6oPCqvpKklOBhcCRSV5eVccOLb8qyXHAE+lGuA8e6t9rq+rIGezL8Lav234bjd6K7ouF5wGvofviYBVg66q6cgZtvxf4YVU9M8kGwHFDyy4feh1gr6r67PDKSbajC/dbV9UVbV9XR5IkSZKWA8/ZXv6OAXZIchfoplwnuTfdNPKDgHcBnxuq+9wkdxrUHdPeYrqRcoDBaDRJ7gtcVFWfAL4LbDpm3a8CLwW2pZvSTXveNcltWjsPTLLWhH35Nd1I9WpJ5tOFa5KsDcyvqsOA13P9SP1RdMF70MfNmGw+cHF7vdMU9Y4Edm7bJMn67djOB/7cgvaGwCOmaEOSJEmSeuXI9nJWVRckeQdwVJJVgH8AbwQeRndu9tJ2obKXVtUBSd4PHJ9kKd1U6Z1GmvwI8N9J/gU4dqh8R+BFSf4B/A54z5juHAV8EfhuVf29le0PbACcmW6+9x+AZ0zYl/9N8t/AucCFXD+V+3bAd5KsTjfy/IZWvhvwqSTn0v3snUA3bX6cD9FNI3/jyH6N9uGodh78j9v09MuAFwFHAK9q2/o5cMqkNiRJkiSpb6mabpaydOux6x571eFLx00CkCTplmvx3gvnuguStDLJ9FWcRi5JkiRJUu+cRq5pJdkEGL3H99VV9fAe2n4p8LqR4pOr6l9vbtuSJEmSNFcM25pWVS3i+ouc9d32AcABy6JtSZIkSZorTiOXJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSejZvrjsgrUg2WX8++7564Vx3Q5IkSdJKzpFtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJkno2b647IK1IFl28hA12P3SuuyFJuhVYvPfCue6CJGkZcmRbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtrVSS/KqJC9ur3dKcve57pMkSZIkzZvrDkg3R1V9ZujtTsB5wCVz0xtJkiRJ6hi2tVJpo9hvBgo4F/gf4DJgMbAAOCjJlcAewMur6pltvX8Cdq2qZ81FvyVJkiTdujiNXCuNJBvThejHVdVDgdcNllXV14EzgBdW1WbAYcCDk6zbqrwUOGBCu7skOSPJGUuvWLJM90GSJEnSrYNhWyuTxwFfr6pLAarqT5MqVlUBXwJelGQdYGvg8Al196uqBVW1YNU15y+DbkuSJEm6tXEauVYmoZs+PlMHAN8DrgIOqaprlkmvJEmSJGmEI9tamRwDPDfJnQCS3HFk+d+A2w3eVNUldBdLewdw4HLqoyRJkiQ5sq2VR1Wdn+T9wPFJlgJn0V0YbeBA4DPtAmlbV9WVwEHAulV1wfLuryRJkqRbL8O2VipV9QXgCxOWfQP4xkjxo4DPLet+SZIkSdIww7ZusZL8BLgceNNc90WSJEnSrYthW7dYVbXlXPdBkiRJ0q2TF0iTJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZI3wLVPAAAgAElEQVR6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6Nm+uOyCtSDZZfz77vnrhXHdDkiRJ0krOkW1JkiRJknpm2JYkSZIkqWeGbUmSJEmSembYliRJkiSpZ4ZtSZIkSZJ6ZtiWJEmSJKlnhm1JkiRJknpm2JYkSZIkqWeGbUmSJEmSejZvrjsgrUgWXbyEDXY/dK67IUm9Wbz3wrnugiRJt0qObEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw/YMJNkgyXk9tLNdkkdOU2fdJKcmOSvJtjdhGzsl2eem93LFleT1SdYcen9YknXmsk+SJEmSNI5he/naDpgybAOPB35WVZtX1YnLvksrjnSm+pl8PXBd2K6qp1TVX5Z9zyRJkiRpdgzbM7dqks8lOT/JUUnWSHK/JEck+UmSE5NsCJDkqUOj0z9Isl6SDYBXAW9Icva4UeskmwEfAp7S6qyR5LKh5TskObC9XjfJN5Kc3h7bzGQnWl++leSc9nhkK39jkvPa4/VD9d+Z5GdJjk5ycJI3t/JJ+35gkk8k+VGSi5LsMNTWW1pfz03y7la2QZKfJvk0cCZwzyT7JjmjHetBvd2AuwM/TPLDVrY4yZ0n9X+o7Rt8bmOOyS5te2csvWLJTA6jJEmSJE3JsD1zDwA+VVUbA38Bng3sB7y2qrYE3gx8utU9CXhEVW0OfBV4a1UtBj4DfKyqNhs3al1VZwPvAr7W6lw5RX8+3tp6WOvL/jPcj08Ax1fVQ4EtgPOTbAm8FHg48AjgFUk2T7Kgtb058CxgwVA7k/Yd4G7Ao4B/BvYGSPIEumO4FbAZsGWSR7f6DwK+2Ebzfw3sUVULgE2BxyTZtKo+AVwCPLaqHju8Q5P63xaP+9xuoKr2q6oFVbVg1TXnz/AwSpIkSdJk8+a6AyuRX7UwDPATYAO6KeGHJBnUWa093wP4WpK7AbcFfrUM+rM9sNHQtm+f5HYzWO9xwIsBqmopsCTJo4BvVdXlAEm+CWxL92XMdwahP8n32vPaTN53gG9X1bXABUnWa2VPaI+z2vu16YLw/wN+XVWnDK3/3CS70P183g3YCDh3in2a1P/vMv5zkyRJkqRlyrA9c1cPvV4KrAf8pao2G1P3k8BHq+q7SbYD9rwZ262h16sPvV4F2Hp09Hso/M7GpJUmla/C5H2HGx6rDD3vVVWfvcEGuun1lw+9vw/dSPnDqurPbdr88H7Ppp+jfVkK3GgauSRJkiT1zWnkN91fgV8leQ5cd3Gvh7Zl84GL2+uXDK3zN2Amo8/Dfp/kwe3CYc8cKj8KeM3gTTvfeyaOAXZt66ya5PbACcAzkqyZZK22nRPppsM/NcnqbTR7IUBVTbXvkxwJ7NzaIcn6Se4ypt7t6cL3kjYq/uShZZOO36T+S5IkSdKcMGzfPC8EXpbkHOB84OmtfE+6KdYnApcO1f8e8MxJF0ibYHfg+8CxwG+HyncDFrSLjV1Ad/G1mXgd8Ngki+imVW9cVWcCBwKnAacC+1fVWVV1Ot1U7HOAbwJnAIMriE3a97Gq6ijgK8CP27a/zpjgXFXn0E01Px/4PHDy0OL9gMMHF0gbWmds/2dyMCRJkiRpWUhVTV9Lt1pJ1q6qy9Ld3/oEYJcWbm+Rdt1jrzp86aZz3Q1J6s3ivRfOdRckSbqlmdG5u56zrensl2QjuvOmv3BLDtqSJEmS1BfD9hxJsgfwnJHiQ6rq/StS+1X1gj76I0mSJEm3JobtOdJCby/Bei7alyRJkiRN5gXSJEmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ7Nm+sOSCuSTdafz76vXjjX3ZAkSZK0knNkW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSezZvrDkgrkkUXL2GD3Q+d625Is7J474Vz3QVJkiSNcGRbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6plhW5IkSZKknhm2JUmSJEnqmWFbkiRJkqSeGbYlSZIkSeqZYVuSJEmSpJ4ZtiVJkiRJ6tkKHbaTrJPk1dPU2SDJC2bQ1gZJzuuvd2O3sTjJnceU/2hZbnd5SXJY+0ym/VymaGNBkk/02Kf9k2zUXr+9r3YlSZIk6eZYocM2sA4wXajbAJg2bC9rSVadtKyqHrk8+7KsVNVTquovzOxzmdTGGVW1W499enlVXdDeGrYlSZIkrRBW9LC9N3C/JGcn+XB7nJdkUZIdh+ps2+q8oY1gn5jkzPaYUdBNslOS7yQ5IsnPk/z70LJvJ/lJkvOT7DJUflmS9yQ5Fdh6qHyN1s4rBvXa83ZJjkvy9SQ/S3JQkrRlT2llJyX5RJLvT9HXtZMc0I7DuUme3cr3TXJG6+e7h+ovTvLBJKe1x/1b+VOTnJrkrCQ/SLLeNO0PRu5HP5cvJXn60PYOSvK0CX3fbrBvSfZM8vl2TC5KMjGEJ1kryaFJzmk/Azu28uPaaPnewBqtTwe1ZS9q+3t2ks9O+kIkyS7tuJ2x9Iolk7ogSZIkSTO2ooft3YH/qarNgFOAzYCHAtsDH05yt1bnxKrarKo+Bvwf8E9VtQWwIzCbKctbAS9s23lOkgWtfOeq2hJYAOyW5E6tfC3gvKp6eFWd1MrWBr4HfKWqPjdmG5sDrwc2Au4LbJNkdeCzwJOr6lHAutP0853AkqrapKo2BY5t5XtU1QJgU+AxSTYdWuevVbUVsA/wn63sJOARVbU58FXgrdO0P3Dd51JVbwH2B14KkGQ+8EjgsGn2YWBD4Il0x/7fk9xmQr0nAZdU1UOr6iHAEcMLq2p34MrWpxcmeTDd579N+/lZSvfZ3khV7VdVC6pqwaprzp9htyVJkiRpshU9bA97FHBwVS2tqt8DxwMPG1PvNsDnkiwCDqELtTN1dFX9saquBL7ZtgldwD6HLvDfE3hAK18KfGOkje8AB1TVFyds47Sq+k1VXQucTTcNfkPgoqr6Vatz8DT93B741OBNVf25vXxukjOBs4CNueG+Hzz0PBiFvwdwZDtWb2nrTNX+WFV1PHD/JHcBng98o6qumWYfBg6tqqur6lK6L0rWm1BvEbB9G6HftqqmG4J+PLAlcHqSs9v7+86wT5IkSZJ0s6xMYTszrPcG4Pd0I+ALgNvOYhs1+j7JdnThc+uqeihdkF29Lb+qqpaOrHMy8OTB9PAxrh56vRSYx8z3bSCjfU1yH+DNwOPbaPShQ/1kpP7g9SeBfapqE+CVQ/Vv1P4MfIlu5PilwAGzWG/c8biRqvoFXXheBOyV5F3TtBvgC22ke7OqelBV7TmLfkmSJEnSTbaih+2/Abdrr08AdkyyapJ1gUcDp43UAZgP/LaNHP8LMPHCZWP8U5I7JlkDeAZdcJ4P/LmqrkiyIfCIadp4F/BH4NOz2O7PgPsm2aC933FyVQCOAl4zeJPkDsDtgcuBJe3c6yePrLPj0POP2+v5wMXt9UumaX/Y6DEHOJBuejxVdf40/Z+1JHcHrqiqLwMfAbYYU+0fQ9PQjwF2aKPttM/13n33S5IkSZLGWaHDdlX9ETg53S27tgbOBc6hO4f4rVX1u1Z2Tbtw1hvoQu5LkpwCPJAugM7USXQjtGfTTYU+g+7c4HlJzgXeSzeVfDqvB1ZP8qEZ7ueVdFf3PiLJSXQj81NNk34fcId2obBzgMdW1Tl0o+7nA5+n+6Jg2GrtQm6voxv9B9gTOCTJicClU7U/0t/rPpckH25lvwd+yuxGtWdjE+C0NiV8j9bHUfsB5yY5qF2h/B3AUe2zOxq42zLqmyRJkiTdQKpmO1v4linJTsCCqnrNdHWX0fbXrqrL2vTzTwEXtgu+9dH2Yrp9u3S6ujdjG2vSTfHeYgbnU6+wdt1jrzp86abTV5RWIIv3XjjXXZAkSbo1mdFpwCv0yPatzCvaqO35dNO7PzvH/ZmxJNvTTYX/5MoctCVJkiSpL2MvRnVLluSJwAdHin9VVc+kO+94TrRR7BuMZCd5Kd2072EnV9W/zrLtDW5e76Zt/wfAvYbLpjnOE7Xbqh0zZtHj2/R1SZIkSVrh3erCdlUdCRw51/2Yiao6gGV3DvQydVOPcwvUm/XfI0mSJElafpxGLkmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPVs3lx3QFqRbLL+fPZ99cK57oYkSZKklZwj25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1bN5cd0BakSy6eAkb7H7oXHdDK6HFey+c6y5IkiRpBeLItiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST1bYcN2ku2SPHJF2E6SA5PsMMt2D0uyTnt92XTtJtk/yUaz2cZcS/L2GdT5UY/be1WSF7fXOyW5e19tS5IkSVKfVsiwnWQesB2wzMP2stpOVT2lqv4yi/ovr6oL+u7HMjZt2K6q3o5tVX2mqr7Y3u4EGLYlSZIkrZB6CdtJvp3kJ0nOT7JLK7ssyX8kOTPJMUnWbeWvSHJ6knOSfCPJmq38wCQfTfJD4GvAq4A3JDk7ybZt+b5JfpjkoiSPSfL5JD9NcuBQX56Q5Mdtu4ckWbuVL07y7la+KMmGSTYY3c4Uu7l9khOT/CLJP7c2d0qyz9C2v59ku6Ht3XnkOCXJPkkuSHIocJehZcclWTB07N7fjtEpSdZr5fdr709P8p5JI+ZDbb617es5SfZuZZu1Ns5N8q0kdxiz/TsnWTy0j99MckSSC5N8qJXvDazRjttBU/Thsva8XdvG15P8LMlBSTLFenu343Ruko+0sj2TvLnNBlgAHNS2v0aSLZMc334Oj0xyt7bObkPtfHXCtnZJckaSM5ZesWSqQypJkiRJM9LXyPbOVbUlXQDaLcmdgLWAM6tqC+B44N9b3W9W1cOq6qHAT4GXDbXzQGD7qno28BngY1W1WVWd2JbfAXgc8Abge8DHgI2BTVqIvDPwjtbGFsAZwBuH2r+0le8LvLmqFk/YzjgbAI8BFgKfSbL6LI8RwDOBBwGbAK9g8oj6WsAp7Rid0OoCfBz4eFU9DLhkqg0leTLwDODhrZ0PtUVfBP6tqjYFFnH95zKVzYAdW793THLPqtoduLIdtxfOoA2AzYHXAxsB9wW2mdD3O9Idq41bP983vLyqvk732b6wqjYDrgE+CezQfg4/D7y/Vd8d2Ly186px26uq/apqQVUtWHXN+TPcFUmSJEmarK+wvVuSc4BTgHsCDwCupRuhBvgy8Kj2+iFthHgR8EK6sDxwSFUtnWI736uqoguJv6+qRVV1LXA+XRh+BF2QOznJ2cBLgHsPrf/N9vyTVn82/ruqrq2qC4GLgA1nuT7Ao4GDq2ppVV0CHDuh3t+B74/p69bAIe31V6bZ1vbAAVV1BUBV/SnJfGCdqjq+1flC69N0jqmqJVV1FXABNzyms3FaVf2mfWZnM/kz+CtwFbB/kmcBV0zT7oOAhwBHt8/9HcA92rJz6UbAX0QXyiVJkiRpmZt3cxto06a3B7auqiuSHAeMG/Wt9nwg8IyqOifJTnTnTA9cPs3mrm7P1w69HryfBywFjq6q50+z/lJmv+815v013PALi5mMdo+2M84/2pcKcNP6CpAZbmtgeF9G92P4WN/U/sy4naq6JslWwOOB5wGvoZvRMEmA86tq6zHLFtJ9ofA04J1JNq4qQ7ckSZKkZaqPke35wJ9b0N6QbnR50PbgCt4vAE5qr28H/DbJbehGtif5W6s7G6cA2yS5P0CSNZM8cJp1Zrqd5yRZJcn96KZA/xxYDGzWyu8JbDVNGycAz0uyajun+LEz2O6wU4Bnt9fPm6buUcDOuf6c+DtW1RLgz0Pnpv8L3RR/6PZly/Z6plde/0f7HHvVzrOfX1WH0U0732xMteHP7efAukm2buvfJsnGSVYB7llVPwTeCqwDrN13fyVJkiRp1M0e2QaOAF6V5Fy60HNKK78c2DjJT4AldOf8ArwTOBX4Nd108ElB93vA15M8HXjtTDpSVX9oo+UHJ1mtFb8D+MUUq91gO1Oct/1zumC6HvCqqroqycnAr9p+nAecOU0Xv0U3Qruo9en4qavfyOuBLyd5E3Ao3XEdq6qOSLIZcEaSvwOH0V09/CV055yvSTcd/qVtlY8A/53kX5g8vX3UfsC5Sc6cxXnbM3E74DvtvPjQnaM/6kC6/biSbnr9DsAn2lT5ecB/0h3jL7ey0J2bP+MrxEuSJEnSTZXrZyv33HByWVU5itijFpCvrKpK8jzg+VX19Lnu1y3JrnvsVYcv3XSuu6GV0OK9F851FyRJkrR8TLyr0rA+Rra1/GwJ7NNumfUXYOc57o8kSZIkaYxlFrZXxlHtJHsAzxkpPqSq3j+u/vLWprg/dLgsySbAl0aqXl1VD19e/Wq3ejtmzKLHV9Ufp1n3W8B9Ror/raqO7Kt/kiRJkrS8ObI9pIXqFSJYz1RVLWL8BcSWZx/+eFP7UFXP7Lk7kiRJkjTn+rrPtiRJkiRJagzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLP5s11B6QVySbrz2ffVy+c625IkiRJWsk5si1JkiRJUs8M25IkSZIk9cywLUmSJElSzwzbkiRJkiT1zLAtSZIkSVLPDNuSJEmSJPXMsC1JkiRJUs8M25IkSZIk9cywLUmSJElSz+bNdQekFcmii5ewwe6HznU3tJJZvPfCue6CJEmSVjCObEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNsS5IkSZLUM8O2JEmSJEk9M2xLkiRJktQzw7YkSZIkST0zbEuSJEmS1DPDtiRJkiRJPTNs6/+3d+/RdpX1uce/DwmCCIYK6kC0pkW8oGDQACqCiHgjHoWjFBVFUo4KeMWKxnKOotUCclqqoiAoRpF6AavmeIMhchMlgFwj9U6qIkWxGkWKSvidP9YbXdnsvddKMrPX3sn3M8YemXvOd833N+d6R5Jnv++aW5IkSZLUMcO2JEmSJEkdM2xLkiRJktSxaRO2k2yd5KgBbeYmefEQ55qbZNkkxw9Lcsra1LkukuyT5Atr+JqLkswfZ/9IrqGv/3lJ9h/Q5rlJFnXY55faOBk4ViRJkiRplKZN2Aa2BgYFqLnAwLCtKTEPmDRsV9WSqjqhqw6rav+q+jXDjRVJkiRJGpnpFLZPAHZIcm2Sk9rXsiQ3JDm4r81erc3RbQb70iRXt68nrUF/D0rylSTfT/LuVTuTvKj1uSzJiX37b+/bfkGSxW37oNb2uiSXtH2zWv1XJrk+ySv7+t0yyblJvpPk7CRpr3lakmta32cm2WxswUkWJvlekouBPSe7uCQPTPLZVtd1q+5Nkje0epcleX3bt9pKgCRvTHJc274oyYlJrmh975XkXsA7gIPbe3HwOCWsNvueZHGS9yb5RpIfJXnBJLVvl+SSdu5lSfZq+5cn2ZYxY6UdO6bvfr+97btPki+26182SZ2vSHJVkqtW3rFistsqSZIkSUOZPeoC+iwCHlNV85I8HzgCeCywLXBlC7KLgDdW1XMAkmwBPL2q7kyyI/AJ4B5LricwD9gV+D3w3STvA1YCJwKPB34FnJ/kgKr63CTneSvwzKq6OcnWbd/hwIqq2q2F5suSnN+O7Qo8GvgZcBmwZ5KrgMXA06rqe0k+BhwJ/MuqTpJsB7y91bYCuBC4ZpK63gtcXFUHJplFL+Q/HlgI7AEEWNqC+68G3KvZVbV7Wzb+tqraL8lbgflV9eoBr+23HfBk4JHAEuDcCdq9GDivqt7Vat9izPE/jRWAJM8AdgR2b9e1JMnewP2Bn1XVgtZuznidVdXpwOkARx57fLFyDa5IkiRJksYxnWa2+z0Z+ERVrayqW4GLgd3GabcpcEaSG4BzgJ3WoI8LqmpFVd0J3Ag8tPVxUVX9oqruAs4G9h5wnsuAxUleDsxq+54BHJrkWmApsA29MAhwRVX9tKruBq6ltzT+EcBNVfW91uaj4/S7R19tfwA+NaCufYFTAdp9XEHvvn62qn5XVbcD/wbsNeA8tHYA32r1rq3PVdXdVXUj8MBJ2l0JLGyz6ztX1W8HnPcZ7esa4Gp6YX5H4AZgvzYzv1e7B5IkSZK03k2nme1+GbLd0cCt9GbANwHuXIM+ft+3vZLevZis3+rb3vxPO6uOSLIHsAC4Nsm8dp7XVNV5/SdIss9a9DtRDWtjon7uYvUfvGw+5viqmlfVu7b6r33Ca66qS9rM9ALgrCQnVdXHJjlvgOOr6oP3ONCbzd8fOD7J+VX1jrWsXZIkSZKGNp1mtn8LbNW2L6H3eeBZSe5Pb5b3ijFtAOYAt7RZ4pfy55nltbUUeEqSbdvy5RfRm1UHuDXJo5JsAhy46gVJdqiqpVX1VuA24CHAecCRSTZtbR6e5D6T9PsdYG6Sh7XvX9rXb39t+yTZpp33oAHXcgG9peirPkN+X3r39YAkW7R6DgQupfcDiwe0c28GPGfAueGe70VnkjwU+HlVnQF8GHjcgL7PA/42yZbt9dsneUCSBwF3VNXHgf87znkkSZIkab2YNjPbVfXLJJe1B3V9GbgeuI7ebO6bquo/k/wSuCvJdfQ+4/wB4DNJDqL3GebfrWMNtyR5SztXgC9V1efb4UXAF4CfAMuALdv+k9rnxUMv4F7Xap8LXN0egPYL4IBJ+r0zyULgnCSz6S2jPm2c2o4DvgncQm+59GQ/XHgdcHqSw+nNSB9ZVd9M78FuV7Q2H6qqawCSvINeoL+JXvgf5EJgUVsqf3xVDVrWvib2AY5J8kfgduDQ/oNjx0pVHZPkUcA3e7eb24GXAA+j9/7cDfyR9sMHSZIkSVrfUrWuK5OlDceRxx5fX165y6jL0Ayz/IQFoy5BkiRJU2eojwFPp2XkkiRJkiRtEKbNMvL1Ickz6f0qr343VdWB47WfiZIcyz0/v31OVb1rCmtYSG/Zer/LqupVA163M3DWmN2/r6o9uqxPkiRJkqbaBh2229PAzxvYcAZroXrKgvUENXwE+MhavO4Ger/vXJIkSZI2KC4jlyRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjo2e9QFSNPJztvP4dSjFoy6DEmSJEkznDPbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHVs9qgLkKaTG25ewdxFXxx1GQKWn7Bg1CVIkiRJa82ZbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljk4btJFsnOWpAm7lJXjyoo9Zu2STHD0tyyqDzdC3JPkm+sIavuSjJ/HH2j+Qa+vqfl2T/tXztZkm+muTaJAd3Xdta1LPW1yJJkiRJozZoZntrYNKwDcwFBoZtTYl5wNoG1F2BTatqXlV9am0LSDJ7bV87xrpciyRJkiSN1KCwfQKwQ5vtPKl9LUtyQ9/s5wnAXq3N0W0G+9IkV7evJ61BPQ9K8pUk30/y7lU7k7yo9bksyYl9+2/v235BksVt+6DW9rokl7R9s1r9Vya5Pskr+/rdMsm5Sb6T5Owkaa95WpJrWt9nJtlsbMFJFib5XpKLgT0nu7gkD0zy2VbXdavuTZI3tHqXJXl927faSoAkb0xyXNu+KMmJSa5ofe+V5F7AO4CDJ5udTnK/JJ9r9+DyJLskeQDwcWBee+0OE7z2re3+LUtyet99uijJP7Z78Lok90/ymdb2yiR7tna7J/lGu6ffSPKICfq5x7W0MXH/dnyTJD9Ism2SxUlOa2Pue0me09pM9n5LkiRJ0no1KGwvAn5YVfOAy+nNNj4W2A84Kcl2rc2lbUb0ZODnwNOr6nHAwcB716Ceee01O9MLWg9J8iDgRGDfdny3JAcMOM9bgWdW1WOB57Z9hwMrqmo3YDfg5Un+qh3bFXg9sBPw18CeSTYHFgMHV9XOwGzgyKl08Y4AABKYSURBVP5O2vW/nV7Ifnp7/WTeC1zc6noc8O0kjwcWAnsAT2h17TrgPACzq2r3VvfbquoP7bo/NWB2+u3ANVW1C/D3wMeq6ufA/+LP7+MPJ3jtKVW1W1U9Brg38Jy+Y1tX1VOq6p+A9wAnt3v9fOBDrc13gL2ratdW6z+O18kE1/Jx4JDWZD/guqq6rX0/F3gKsAA4rb13k73fq0nyiiRXJblq5R0rJrh0SZIkSRremjwg7cnAJ6pqZVXdClxML8SMtSlwRpIbgHMYHED7XVBVK6rqTuBG4KGtj4uq6hdVdRdwNrD3gPNcBixO8nJgVtv3DODQJNcCS4FtgB3bsSuq6qdVdTdwLb3w9gjgpqr6Xmvz0XH63aOvtj8Ag5Zf7wucCtDu4wp69/WzVfW7qrod+DdgrwHnobUD+Fard1hPBs5qNXwN2CbJnCFf+9QkS9t7uy/w6L5j/de+H3BKu9dLgPsm2QqYA5zTZuxPHvP6Qc4EDm3bfwt8pO/Yp6vq7qr6PvAj4JFM/n6vpqpOr6r5VTV/1hbD3gpJkiRJmtiafL42Q7Y7GriV3gz4JsCda9DH7/u2V9Krb7J+q2978z/trDoiyR70ZjqvTTKvnec1VXVe/wmS7LMW/U5Uw9qYqJ+7WP2HIZuPOb6q5lX1rkt/A6+hzRZ/AJhfVT9pS9r7a/pd3/YmwBOr6r/HnON9wIVVdWCSucBFwxbd+rw1yb70fshxSP/hsc2Z4P2WJEmSpKkwaGb7t8BWbfsSeku7Z7XPzu4NXDGmDfRmL29ps8Qv5c8zy2trKfCU9vncWcCL6M2qA9ya5FFJNgEOXPWCJDtU1dKqeitwG/AQ4DzgyCSbtjYPT3KfSfr9DjA3ycPa9y/t67e/tn2SbNPOe9CAa7mAthS93cf70ruvByTZotVzIHApvR9YPKCdezNWX7I9kbHvxXguoQXV9oOG26rqN0Oce1Wwvi3JlsALJml7PvDqVd+0H3ZAb2zc3LYPG9DfeNfyIXrLyT9dVSv79h/UPse9A72PAXyXNX+/JUmSJKkzk4btqvolcFlb9vtE4HrgOuBrwJuq6j/bvrvaA7+Opjf7+bIklwMPZ/UZzzVWVbcAbwEubH1fXVWfb4cXAV9o9dzS97KT0h6oRi9cXkcvqN0IXN32f5BJZoTbUvaF9JY93wDcDZw2Tm3HAd8EvgpcPeByXkdvKfYN9JZ/P7qqrqb32fAr6IX3D1XVNVX1R3oPCVvarvE7A84NvXu002QPSGv1zk9yPb2H271siPNSVb8GzgBuAD4HXDlJ89eu6iPJjcARbf+7geOTXMbgH8KMdy1LgC1ZfQk59ML1xcCXgSPae7dG77ckSZIkdSlV67oKWpoa6f1u85Oraq++fYuBL1TVuV30ceSxx9eXV+7Sxam0jpafsGDUJUiSJEnjGeojx870aUZIsojeEvxDBrWVJEmSpFGb8rCd5Jn0fpVXv5uq6sDx2s9ESY7lnp/fPqeq3jWFNSykt2y932VV9aohXvtZYOyvyXrz+njY2LDjoapOoLfsnTH7D+u6JkmSJElaVy4jl/q4jHz6cBm5JEmSpqmhlpGvye/ZliRJkiRJQzBsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktSx2aMuQJpOdt5+DqcetWDUZUiSJEma4ZzZliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljs0ddgDSd3HDzCuYu+uKoy5hRlp+wYNQlSJIkSdOOM9uSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbkiRJkiR1zLAtSZIkSVLHDNuSJEmSJHXMsC1JkiRJUscM25IkSZIkdcywLUmSJElSxwzbmtaSvDbJvye5Ockpo65HkiRJkoYxe9QFSAMcBTwbeAowf11PlmR2Vd21zlVJkiRJ0iSc2da0leQ04K+BJcBf9O1/aJILklzf/vzLAfsXJ/nnJBcCJ47iWiRJkiRtXAzbmraq6gjgZ8BTgV/1HToF+FhV7QKcDbx3wH6AhwP7VdXfje0nySuSXJXkqpV3rFgPVyJJkiRpY2PY1kz0ROBf2/ZZwJMH7Ac4p6pWjneyqjq9quZX1fxZW8xZH/VKkiRJ2sgYtrUhqCH2/24qCpEkSZIkMGxrZvoG8MK2fQjw9QH7JUmSJGlK+TRyzUSvBc5McgzwC2DhgP2SJEmSNKUM25rWqmpu21zcvqiq5cC+47SdaP9h66c6SZIkSRqfy8glSZIkSeqYYVuSJEmSpI4ZtiVJkiRJ6phhW5IkSZKkjhm2JUmSJEnqmGFbkiRJkqSOGbYlSZIkSeqYYVuSJEmSpI4ZtiVJkiRJ6phhW5IkSZKkjhm2JUmSJEnqmGFbkiRJkqSOGbYlSZIkSeqYYVuSJEmSpI7NHnUB0nSy8/ZzOPWoBaMuQ5IkSdIM58y2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR2bPeoCpOnkhptXMHfRF0ddxmqWn7Bg1CVIkiRJWkPObEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xPQ0nmJlnWwXn2SfKkAW0OSLLTuva1NpIsT7Jt2/7GgLZ/P+D4l5JsPcnxkV2nJEmSpI2PYXvDtg8wadgGDgBGHkKralCd44bt9GxSVftX1a8nef20uE5JkiRJGwfD9vQ1K8kZSb6d5Pwk906yQ5KvJPlWkkuTPBIgyf9IsjTJNUm+muSBSeYCRwBHJ7k2yV5jO2iz3s8FTmptdkhydd/xHZN8q20vT3Jikiva18Pa/vsn+UySK9vXnhNdUJJt2rVck+SDQPqO3d7+3C7JJa2eZUn2SnICcO+27+w28//vST4AXA08ZMws+aFJrk9yXZKzxrvOMXW9IslVSa5aeceKNX+nJEmSJGkMw/b0tSPw/qp6NPBr4PnA6cBrqurxwBuBD7S2XweeUFW7Ap8E3lRVy4HTgJOral5VXTq2g6r6BrAEOKa1+SGwIsm81mQhsLjvJb+pqt2BU4B/afve0/rYrdX4oUmu6W3A11udS4C/HKfNi4Hzqmoe8Fjg2qpaBPx3q/GQ1u4RwMeqateq+o9VL07yaOBYYN+qeizwugmus/8+nF5V86tq/qwt5kxSviRJkiQNZ/aoC9CEbqqqa9v2t4C59JaEn5P8aUJ4s/bng4FPJdkOuBdw0zr0+yFgYZI3AAcDu/cd+0Tfnye37f2Anfpqum+Srarqt+Oce2/gfwJU1ReT/GqcNlcCZybZFPhc3z0Y6z+q6vJx9u8LnFtVt7V+/muC10uSJEnSeuPM9vT1+77tlcD9gF+3mdlVX49qx98HnFJVOwOvBDZfh34/AzwbeA7wrar6Zd+xGmd7E+CJfTVtP0HQHu8c9zxYdQm9UH4zcFaSQydo+rsJ9mdQH5IkSZK0vhm2Z47fADclOQj+9GCwx7Zjc+iFU4CX9b3mt8BWA867WpuquhM4DzgV+MiYtgf3/fnNtn0+8OpVDfqWoI/nEuCQ1u7ZwF+MbZDkocDPq+oM4MPA49qhP7bZ7kEuAP4myTbtfPdr+4e5F5IkSZLUCcP2zHIIcHiS64BvA89r+4+jt7z8UuC2vvb/DzhwogekNZ8EjmkPLVv14LCz6c0Onz+m7WZJlgKvA45u+14LzG8PJLuR3kPZJvJ2YO/2ELZnAD8ep80+wLVJrqH3GfD3tP2nA9cnOXuS81NV3wbeBVzc7tM/T3KdkiRJkrRepMoVt1pdkjcCc6rq//TtWw7MX/VZ6A3VkcceX19eucuoy1jN8hMWjLoESZIkSX+WwU18QJrGSPJZYAd6DxqTJEmSJK0Fw/ZGIsmxwEFjdp9TVe/q31FVB473+qqauwZ9LaS31LzfZVX1qmHPIUmSJEkzmWF7I9FC9bsGNuymr49wz4erSZIkSdJGwwekSZIkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR0zbEuSJEmS1DHDtiRJkiRJHTNsS5IkSZLUMcO2JEmSJEkdM2xLkiRJktQxw7YkSZIkSR2bPeoCpOlk5+3ncOpRC0ZdhiRJkqQZzpltSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjpm2JYkSZIkqWOGbUmSJEmSOpaqGnUN0rTx5je/+bebbrrpd0ddhzYct99++7ZbbrnlbaOuQxsOx5S65HhS1xxT6to0HVO3vfOd73zWoEaGbalPkquqav6o69CGwzGlrjmm1CXHk7rmmFLXZvKYchm5JEmSJEkdM2xLkiRJktQxw7a0utNHXYA2OI4pdc0xpS45ntQ1x5S6NmPHlJ/ZliRJkiSpY85sS5IkSZLUMcO2JEmSJEkdM2xro5TkWUm+m+QHSRaNc3yzJJ9qx5cmmTv1VWomGWJMvSHJjUmuT3JBkoeOok7NDIPGU1+7FySpJDPyV6Jo6gwzppL8Tft76ttJ/nWqa9TMMsS/e3+Z5MIk17R/+/YfRZ2aGZKcmeTnSZZNcDxJ3tvG2/VJHjfVNa4Nw7Y2OklmAe8Hng3sBLwoyU5jmh0O/KqqHgacDJw4tVVqJhlyTF0DzK+qXYBzgXdPbZWaKYYcTyTZCngtsHRqK9RMM8yYSrIj8BZgz6p6NPD6KS9UM8aQf0/9b+DTVbUr8ELgA1NbpWaYxcCzJjn+bGDH9vUK4NQpqGmdGba1Mdod+EFV/aiq/gB8EnjemDbPAz7ats8FnpYkU1ijZpaBY6qqLqyqO9q3lwMPnuIaNXMM83cUwD/Q+6HNnVNZnGakYcbUy4H3V9WvAKrq51Nco2aWYcZUAfdt23OAn01hfZphquoS4L8mafI84GPVczmwdZLtpqa6tWfY1sZoe+Anfd//tO0bt01V3QWsALaZkuo0Ew0zpvodDnx5vVakmWzgeEqyK/CQqvrCVBamGWuYv6MeDjw8yWVJLk8y2QyTNMyYOg54SZKfAl8CXjM1pWkDtab/15oWZo+6AGkExpuhHvs78IZpI60y9HhJ8hJgPvCU9VqRZrJJx1OSTeh9vOWwqSpIM94wf0fNprc8cx96K28uTfKYqvr1eq5NM9MwY+pFwOKq+qckTwTOamPq7vVfnjZAM/L/5s5sa2P0U+Ahfd8/mHsubfpTmySz6S1/mmxpizZuw4wpkuwHHAs8t6p+P0W1aeYZNJ62Ah4DXJRkOfAEYIkPSdMkhv137/NV9cequgn4Lr3wLY1nmDF1OPBpgKr6JrA5sO2UVKcN0VD/15puDNvaGF0J7Jjkr5Lci95DO5aMabMEeFnbfgHwtaqa9j8908gMHFNt2e8H6QVtPwupyUw6nqpqRVVtW1Vzq2ouvWcAPLeqrhpNuZoBhvl373PAUwGSbEtvWfmPprRKzSTDjKkfA08DSPIoemH7F1NapTYkS4BD21PJnwCsqKpbRl3UIC4j10anqu5K8mrgPGAWcGZVfTvJO4CrqmoJ8GF6y51+QG9G+4Wjq1jT3ZBj6iRgS+Cc9qy9H1fVc0dWtKatIceTNLQhx9R5wDOS3AisBI6pql+OrmpNZ0OOqb8DzkhyNL3lvoc5caGJJPkEvY+xbNs+5/82YFOAqjqN3uf+9wd+ANwBLBxNpWsmjnlJkiRJkrrlMnJJkiRJkjpm2JYkSZIkqWOGbUmSJEmSOmbYliRJkiSpY4ZtSZIkSZI6ZtiWJEmSJKljhm1JkiRJkjr2/wEdN9mGJ6GN0QAAAABJRU5ErkJggg==\n",
       "text/plain": [
        "<Figure size 1008x720 with 1 Axes>"
       ]
@@ -2935,7 +2705,1625 @@
     }
    ],
    "source": [
-    "bestModel_1000.varimp_plot()"
+    "bestModel_500.varimp_plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 61,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'xgboost'"
+      ]
+     },
+     "execution_count": 61,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_500.algo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "meta_data['mod_best']=bestModel_500._id\n",
+    "meta_data['mod_best_algo']=bestModel_500.algo\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 63,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0         XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+       "1                          GBM_1_AutoML_20190425_031629\n",
+       "2             GBM_grid_1_AutoML_20190425_034434_model_4\n",
+       "3                      XGBoost_1_AutoML_20190425_031629\n",
+       "4         XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+       "5                          GBM_1_AutoML_20190425_034434\n",
+       "6                      XGBoost_1_AutoML_20190425_034434\n",
+       "7                      XGBoost_2_AutoML_20190425_034434\n",
+       "8         XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+       "9         XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+       "10        XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+       "11                         GBM_4_AutoML_20190425_034434\n",
+       "12                     XGBoost_2_AutoML_20190425_031629\n",
+       "13        XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+       "14                         GBM_4_AutoML_20190425_031629\n",
+       "15                         XRT_1_AutoML_20190425_031629\n",
+       "16                         DRF_1_AutoML_20190425_031629\n",
+       "17            GBM_grid_1_AutoML_20190425_031629_model_3\n",
+       "18                         DRF_1_AutoML_20190425_034434\n",
+       "19            GBM_grid_1_AutoML_20190425_031629_model_1\n",
+       "20                         GBM_2_AutoML_20190425_031629\n",
+       "21                         GBM_2_AutoML_20190425_034434\n",
+       "22                         GBM_3_AutoML_20190425_031629\n",
+       "23                         GBM_3_AutoML_20190425_034434\n",
+       "24                         XRT_1_AutoML_20190425_034434\n",
+       "25        XGBoost_grid_1_AutoML_20190425_034434_model_7\n",
+       "26        XGBoost_grid_1_AutoML_20190425_034434_model_6\n",
+       "27                     XGBoost_3_AutoML_20190425_034434\n",
+       "28                     XGBoost_3_AutoML_20190425_031629\n",
+       "29            GBM_grid_1_AutoML_20190425_034434_model_5\n",
+       "30            GBM_grid_1_AutoML_20190425_034434_model_2\n",
+       "31            GBM_grid_1_AutoML_20190425_031629_model_6\n",
+       "32                         GBM_5_AutoML_20190425_031629\n",
+       "33                         GBM_5_AutoML_20190425_034434\n",
+       "34    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "35    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "36                DeepLearning_1_AutoML_20190425_031629\n",
+       "37                DeepLearning_1_AutoML_20190425_034434\n",
+       "38    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "39    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "40    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "41            GBM_grid_1_AutoML_20190425_031629_model_2\n",
+       "42    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "43    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "44            GBM_grid_1_AutoML_20190425_034434_model_6\n",
+       "45            GBM_grid_1_AutoML_20190425_034434_model_7\n",
+       "46    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "47    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "48    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "49            GBM_grid_1_AutoML_20190425_034434_model_1\n",
+       "50            GBM_grid_1_AutoML_20190425_034434_model_3\n",
+       "51            GBM_grid_1_AutoML_20190425_031629_model_5\n",
+       "52        XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+       "53            GBM_grid_1_AutoML_20190425_031629_model_4\n",
+       "54     StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+       "55    StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n",
+       "56            GLM_grid_1_AutoML_20190425_034434_model_1\n",
+       "57            GLM_grid_1_AutoML_20190425_031629_model_1\n",
+       "58        XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+       "Name: model_id, dtype: object"
+      ]
+     },
+     "execution_count": 63,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "aml_leaderboard_df=leaderBoard.as_data_frame()\n",
+    "model_set=aml_leaderboard_df['model_id']\n",
+    "model_set"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DL = [ 36, 37, 47, 38, 39, 40, 42, 43, 34, 46, 35, 48,]\n",
+    "DRF = [16,18,]\n",
+    "GBM=[ 1, 5, 20, 21, 22, 23, 14, 11, 32, 33, 19, 41, 17, 53, 51, 31, 49, 30, 50, 2, 29, 44, 45, 57, 56]\n",
+    "GLM = [56,57,]\n",
+    "XGB = [3, 6, 12, 7, 28, 27, 10, 13, 8, 58, 4, 9, 0, 26, 25, 52, ]\n",
+    "XRT = [15,24,]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 67,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HP done\n",
+      "---   hyperparameter  existed ---\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "stopping_rounds not exist\n",
+      "stopping_metric not exist\n",
+      "topping_tolerance not exist\n",
+      "col_sample_rate not exist\n",
+      " sample_rate not exist\n",
+      " max_depth not exist\n",
+      " learn_rate not exist\n",
+      " ntrees not exist\n",
+      "stopping_rounds not exist\n",
+      "stopping_metric not exist\n",
+      "topping_tolerance not exist\n",
+      "col_sample_rate not exist\n",
+      " sample_rate not exist\n",
+      " max_depth not exist\n",
+      " learn_rate not exist\n",
+      " ntrees not exist\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n"
+     ]
+    }
+   ],
+   "source": [
+    "DL = get_DL_params(board_csv, DL, 'DL')\n",
+    "XGB = get_XG_params(board_csv, XGB, 'XGB')\n",
+    "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n",
+    "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n",
+    "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n",
+    "GLM = get_GLM_params(board_csv, GLM, 'GLM')        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       " 'GBM_1_AutoML_20190425_031629',\n",
+       " 'XRT_1_AutoML_20190425_031629',\n",
+       " 'DRF_1_AutoML_20190425_031629',\n",
+       " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n",
+       " 'GLM_grid_1_AutoML_20190425_034434_model_1',\n",
+       " 'XGBoost_grid_1_AutoML_20190425_034434_model_2']"
+      ]
+     },
+     "execution_count": 68,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# best model of each type\n",
+    "best_model_set = [0, 1, 15, 16, 34, 56, 58,]\n",
+    "best_sets_500 = get_best_models(best_model_set, model_set)\n",
+    "meta_data['models']=best_sets_500\n",
+    "best_sets_500\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Update and save meta data\n",
+    "\n",
+    "meta_data['end_time'] = time.time()\n",
+    "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n",
+    "  \n",
+    "n=run_id+'_meta_data.json'\n",
+    "dict_to_json(meta_data,n)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'start_time': 1556178269.322779,\n",
+       " 'target': 'transaction_real_price',\n",
+       " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n",
+       " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n",
+       " 'test_path': None,\n",
+       " 'max_models': 9,\n",
+       " 'run_time': 500,\n",
+       " 'run_id': 'eFMvlPR500',\n",
+       " 'scale': False,\n",
+       " 'classification': False,\n",
+       " 'model_path': None,\n",
+       " 'balance': False,\n",
+       " 'balance_threshold': 0.2,\n",
+       " 'project': None,\n",
+       " 'end_time': 1556179502.538707,\n",
+       " 'execution_time': 1233.2159280776978,\n",
+       " 'run_path': '/Users/bonnie/6105/project/DS/project/results/eFMvlPR500',\n",
+       " 'nthreads': 1,\n",
+       " 'min_mem_size': 1,\n",
+       " 'analysis': 0,\n",
+       " 'X': ['city',\n",
+       "  'exclusive_use_area',\n",
+       "  'floor',\n",
+       "  'total_parking_capacity_in_site',\n",
+       "  'total_household_count_in_sites',\n",
+       "  'apartment_building_count_in_sites',\n",
+       "  'supply_area',\n",
+       "  'total_household_count_of_area_type',\n",
+       "  'room_count',\n",
+       "  'bathroom_count',\n",
+       "  'heat_fuel_cogeneration',\n",
+       "  'heat_fuel_gas',\n",
+       "  'heat_type_central',\n",
+       "  'heat_type_district',\n",
+       "  'heat_type_individual',\n",
+       "  'front_door_structure_corridor',\n",
+       "  'front_door_structure_mixed',\n",
+       "  'front_door_structure_stairway'],\n",
+       " 'variables': {'transaction_real_price': 'int',\n",
+       "  'city': 'int',\n",
+       "  'exclusive_use_area': 'real',\n",
+       "  'floor': 'int',\n",
+       "  'total_parking_capacity_in_site': 'int',\n",
+       "  'total_household_count_in_sites': 'int',\n",
+       "  'apartment_building_count_in_sites': 'int',\n",
+       "  'supply_area': 'real',\n",
+       "  'total_household_count_of_area_type': 'int',\n",
+       "  'room_count': 'int',\n",
+       "  'bathroom_count': 'int',\n",
+       "  'heat_fuel_cogeneration': 'int',\n",
+       "  'heat_fuel_gas': 'int',\n",
+       "  'heat_type_central': 'int',\n",
+       "  'heat_type_district': 'int',\n",
+       "  'heat_type_individual': 'int',\n",
+       "  'front_door_structure_corridor': 'int',\n",
+       "  'front_door_structure_mixed': 'int',\n",
+       "  'front_door_structure_stairway': 'int'},\n",
+       " 'model_execution_time_sec': 483.5366759300232,\n",
+       " 'model_execution_time': 483.53679895401,\n",
+       " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       " 'mod_best_algo': 'xgboost',\n",
+       " 'models': ['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       "  'GBM_1_AutoML_20190425_031629',\n",
+       "  'XRT_1_AutoML_20190425_031629',\n",
+       "  'DRF_1_AutoML_20190425_031629',\n",
+       "  'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n",
+       "  'GLM_grid_1_AutoML_20190425_034434_model_1',\n",
+       "  'XGBoost_grid_1_AutoML_20190425_034434_model_2']}"
+      ]
+     },
+     "execution_count": 70,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip'"
+      ]
+     },
+     "execution_count": 71,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Save logs\n",
+    "h2o.download_all_logs(dirname=logs_path, filename=logfile)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# MODEL 3 ( 1000 ) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 125,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "runtime = 1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 126,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "msBMSK1000\n"
+     ]
+    }
+   ],
+   "source": [
+    "rtime = str(runtime)\n",
+    "run_id= alphabet(6) + rtime\n",
+    "\n",
+    "run_path = os.path.join(server_path,run_id)\n",
+    "os.mkdir(run_path)\n",
+    "os.chdir(run_path)    \n",
+    "\n",
+    "print (run_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 127,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs   msBMSK1000_autoh2o_log.zip\n"
+     ]
+    }
+   ],
+   "source": [
+    "logfile=run_id+'_autoh2o_log.zip'\n",
+    "logs_path=os.path.join(run_path,'logs')\n",
+    "print(logs_path,' ',logfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 128,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'start_time': 1556181606.957847, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 1000, 'run_id': 'msBMSK1000', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556181606.957849, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/msBMSK1000', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# meta data\n",
+    "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n",
+    "                          target,runtime,classification,scale,max_models,balance_y,\n",
+    "                          balance_threshold,name,run_path,nthreads,min_mem_size,X,\n",
+    "                          Variable_type)\n",
+    "\n",
+    "\n",
+    "print(meta_data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 129,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
+      "get_leaderBoard done\n"
+     ]
+    }
+   ],
+   "source": [
+    "model_start_time = time.time()\n",
+    "leaderBoard = get_leaderBoard(runtime)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 130,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Execution time for  1000 sec =   955.7841777801514\n"
+     ]
+    }
+   ],
+   "source": [
+    "execution_time =  time.time() - model_start_time\n",
+    "meta_data['model_execution_time_sec'] = execution_time\n",
+    "meta_data['model_execution_time'] = time.time() - model_start_time\n",
+    "print(\"Execution time for \", runtime,\"sec =  \",meta_data['model_execution_time_sec'])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 131,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--- create new folder leaderboard  ---\n",
+      "board_to_csv done\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+      "--- create new folder param  ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_19\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_22\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_23\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_14\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_16\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_29\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_18\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_9\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_24\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_16\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_17\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_13\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_26\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_33\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_19\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_32\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_10\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_17\n",
+      "---   param  existed ---\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_15\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_10\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_21\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_28\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_21\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_34\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n"
+     ]
+    }
+   ],
+   "source": [
+    "board_csv = board_to_csv(leaderBoard)\n",
+    "\n",
+    "every_params = get_every_params(board_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 132,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Warning: This model doesn't have variable importances\n",
+      "Warning: This model doesn't have variable importances\n",
+      "--- create new folder varimp  ---\n",
+      "all varimp done\n"
+     ]
+    }
+   ],
+   "source": [
+    "all_varimp = get_all_varimp(board_csv)  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 133,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Model Details\n",
+      "=============\n",
+      "H2OXGBoostEstimator :  XGBoost\n",
+      "Model Key:  XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+      "\n",
+      "\n",
+      "ModelMetricsRegression: xgboost\n",
+      "** Reported on train data. **\n",
+      "\n",
+      "MSE: 6426494700688825.0\n",
+      "RMSE: 80165420.85393693\n",
+      "MAE: 54535962.69703504\n",
+      "RMSLE: 0.21184011548141482\n",
+      "Mean Residual Deviance: 6426494700688825.0\n",
+      "\n",
+      "ModelMetricsRegression: xgboost\n",
+      "** Reported on cross-validation data. **\n",
+      "\n",
+      "MSE: 2.3532474855228316e+16\n",
+      "RMSE: 153402981.89809844\n",
+      "MAE: 90918845.49757412\n",
+      "RMSLE: 0.31368784715308506\n",
+      "Mean Residual Deviance: 2.3532474855228316e+16\n",
+      "Cross-Validation Metrics Summary: \n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
+       "<td><b>mean</b></td>\n",
+       "<td><b>sd</b></td>\n",
+       "<td><b>cv_1_valid</b></td>\n",
+       "<td><b>cv_2_valid</b></td>\n",
+       "<td><b>cv_3_valid</b></td>\n",
+       "<td><b>cv_4_valid</b></td>\n",
+       "<td><b>cv_5_valid</b></td></tr>\n",
+       "<tr><td>mae</td>\n",
+       "<td>90918848.0000000</td>\n",
+       "<td>1839696.5</td>\n",
+       "<td>95816288.0000000</td>\n",
+       "<td>91183232.0000000</td>\n",
+       "<td>89934552.0000000</td>\n",
+       "<td>88611840.0000000</td>\n",
+       "<td>89048312.0000000</td></tr>\n",
+       "<tr><td>mean_residual_deviance</td>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
+       "<tr><td>mse</td>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
+       "<tr><td>r2</td>\n",
+       "<td>0.7603636</td>\n",
+       "<td>0.0170403</td>\n",
+       "<td>0.7535597</td>\n",
+       "<td>0.7253769</td>\n",
+       "<td>0.7528056</td>\n",
+       "<td>0.7716479</td>\n",
+       "<td>0.7984281</td></tr>\n",
+       "<tr><td>residual_deviance</td>\n",
+       "<td>23532475900000000.0000000</td>\n",
+       "<td>1714782600000000.0000000</td>\n",
+       "<td>25732130500000000.0000000</td>\n",
+       "<td>26206443000000000.0000000</td>\n",
+       "<td>20645164800000000.0000000</td>\n",
+       "<td>24424381600000000.0000000</td>\n",
+       "<td>20654257200000000.0000000</td></tr>\n",
+       "<tr><td>rmse</td>\n",
+       "<td>153195920.0000000</td>\n",
+       "<td>5634126.0</td>\n",
+       "<td>160412368.0000000</td>\n",
+       "<td>161884048.0000000</td>\n",
+       "<td>143684256.0000000</td>\n",
+       "<td>156283008.0000000</td>\n",
+       "<td>143715888.0000000</td></tr>\n",
+       "<tr><td>rmsle</td>\n",
+       "<td>0.3136399</td>\n",
+       "<td>0.0038774</td>\n",
+       "<td>0.3084553</td>\n",
+       "<td>0.3166682</td>\n",
+       "<td>0.3057718</td>\n",
+       "<td>0.3176187</td>\n",
+       "<td>0.3196857</td></tr></table></div>"
+      ],
+      "text/plain": [
+       "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
+       "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
+       "mae                     9.09188e+07  1.8397e+06   9.58163e+07   9.11832e+07   8.99346e+07   8.86118e+07   8.90483e+07\n",
+       "mean_residual_deviance  2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "mse                     2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "r2                      0.760364     0.0170403    0.75356       0.725377      0.752806      0.771648      0.798428\n",
+       "residual_deviance       2.35325e+16  1.71478e+15  2.57321e+16   2.62064e+16   2.06452e+16   2.44244e+16   2.06543e+16\n",
+       "rmse                    1.53196e+08  5.63413e+06  1.60412e+08   1.61884e+08   1.43684e+08   1.56283e+08   1.43716e+08\n",
+       "rmsle                   0.31364      0.00387737   0.308455      0.316668      0.305772      0.317619      0.319686"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Scoring History: \n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
+       "<td><b>timestamp</b></td>\n",
+       "<td><b>duration</b></td>\n",
+       "<td><b>number_of_trees</b></td>\n",
+       "<td><b>training_rmse</b></td>\n",
+       "<td><b>training_mae</b></td>\n",
+       "<td><b>training_deviance</b></td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.426 sec</td>\n",
+       "<td>0.0</td>\n",
+       "<td>510052399.0745529</td>\n",
+       "<td>401904324.3927224</td>\n",
+       "<td>260153449801706944.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.512 sec</td>\n",
+       "<td>5.0</td>\n",
+       "<td>410643254.3515888</td>\n",
+       "<td>313658439.8320755</td>\n",
+       "<td>168627882344463648.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.592 sec</td>\n",
+       "<td>10.0</td>\n",
+       "<td>334489708.4313594</td>\n",
+       "<td>245223017.6948787</td>\n",
+       "<td>111883365046495808.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:03</td>\n",
+       "<td> 2 min  9.678 sec</td>\n",
+       "<td>15.0</td>\n",
+       "<td>276921763.9709626</td>\n",
+       "<td>192776821.5477089</td>\n",
+       "<td>76685663360789552.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:04</td>\n",
+       "<td> 2 min  9.770 sec</td>\n",
+       "<td>20.0</td>\n",
+       "<td>232652773.7544138</td>\n",
+       "<td>153714772.6150943</td>\n",
+       "<td>54127313135622432.0000000</td></tr>\n",
+       "<tr><td>---</td>\n",
+       "<td>---</td>\n",
+       "<td>---</td>\n",
+       "<td>---</td>\n",
+       "<td>---</td>\n",
+       "<td>---</td>\n",
+       "<td>---</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 12.719 sec</td>\n",
+       "<td>115.0</td>\n",
+       "<td>83743798.5030115</td>\n",
+       "<td>56418506.2544474</td>\n",
+       "<td>7013023787712987.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 12.915 sec</td>\n",
+       "<td>120.0</td>\n",
+       "<td>82814119.7391555</td>\n",
+       "<td>55989217.7504043</td>\n",
+       "<td>6858178428171183.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.118 sec</td>\n",
+       "<td>125.0</td>\n",
+       "<td>81358120.0617751</td>\n",
+       "<td>55210479.0641509</td>\n",
+       "<td>6619143699986209.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.322 sec</td>\n",
+       "<td>130.0</td>\n",
+       "<td>80481155.7217434</td>\n",
+       "<td>54725964.3638814</td>\n",
+       "<td>6477216426307506.0000000</td></tr>\n",
+       "<tr><td></td>\n",
+       "<td>2019-04-25 03:48:07</td>\n",
+       "<td> 2 min 13.490 sec</td>\n",
+       "<td>132.0</td>\n",
+       "<td>80165420.8539369</td>\n",
+       "<td>54535962.6970350</td>\n",
+       "<td>6426494700688825.0000000</td></tr></table></div>"
+      ],
+      "text/plain": [
+       "     timestamp            duration          number_of_trees    training_rmse       training_mae        training_deviance\n",
+       "---  -------------------  ----------------  -----------------  ------------------  ------------------  ----------------------\n",
+       "     2019-04-25 03:48:03  2 min  9.426 sec  0.0                510052399.0745529   401904324.39272237  2.6015344980170694e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.512 sec  5.0                410643254.3515888   313658439.8320755   1.6862788234446365e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.592 sec  10.0               334489708.43135935  245223017.6948787   1.118833650464958e+17\n",
+       "     2019-04-25 03:48:03  2 min  9.678 sec  15.0               276921763.97096264  192776821.5477089   7.668566336078955e+16\n",
+       "     2019-04-25 03:48:04  2 min  9.770 sec  20.0               232652773.75441375  153714772.61509433  5.412731313562243e+16\n",
+       "---  ---                  ---               ---                ---                 ---                 ---\n",
+       "     2019-04-25 03:48:07  2 min 12.719 sec  115.0              83743798.50301148   56418506.25444744   7013023787712987.0\n",
+       "     2019-04-25 03:48:07  2 min 12.915 sec  120.0              82814119.73915549   55989217.75040431   6858178428171183.0\n",
+       "     2019-04-25 03:48:07  2 min 13.118 sec  125.0              81358120.06177509   55210479.064150944  6619143699986209.0\n",
+       "     2019-04-25 03:48:07  2 min 13.322 sec  130.0              80481155.72174338   54725964.3638814    6477216426307506.0\n",
+       "     2019-04-25 03:48:07  2 min 13.490 sec  132.0              80165420.85393693   54535962.69703504   6426494700688825.0"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "See the whole table with table.as_data_frame()\n",
+      "Variable Importances: \n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b>variable</b></td>\n",
+       "<td><b>relative_importance</b></td>\n",
+       "<td><b>scaled_importance</b></td>\n",
+       "<td><b>percentage</b></td></tr>\n",
+       "<tr><td>supply_area</td>\n",
+       "<td>1284120368951404265472.0000000</td>\n",
+       "<td>1.0</td>\n",
+       "<td>0.2793377</td></tr>\n",
+       "<tr><td>exclusive_use_area</td>\n",
+       "<td>772957166907737243648.0000000</td>\n",
+       "<td>0.6019351</td>\n",
+       "<td>0.1681432</td></tr>\n",
+       "<tr><td>city</td>\n",
+       "<td>713206644014017675264.0000000</td>\n",
+       "<td>0.5554048</td>\n",
+       "<td>0.1551455</td></tr>\n",
+       "<tr><td>heat_fuel_cogeneration</td>\n",
+       "<td>534416448004059824128.0000000</td>\n",
+       "<td>0.4161732</td>\n",
+       "<td>0.1162529</td></tr>\n",
+       "<tr><td>total_parking_capacity_in_site</td>\n",
+       "<td>299381886963406602240.0000000</td>\n",
+       "<td>0.2331416</td>\n",
+       "<td>0.0651252</td></tr>\n",
+       "<tr><td>apartment_building_count_in_sites</td>\n",
+       "<td>247495335114331652096.0000000</td>\n",
+       "<td>0.1927353</td>\n",
+       "<td>0.0538382</td></tr>\n",
+       "<tr><td>total_household_count_in_sites</td>\n",
+       "<td>244401362170328121344.0000000</td>\n",
+       "<td>0.1903259</td>\n",
+       "<td>0.0531652</td></tr>\n",
+       "<tr><td>total_household_count_of_area_type</td>\n",
+       "<td>170907383734059663360.0000000</td>\n",
+       "<td>0.1330930</td>\n",
+       "<td>0.0371779</td></tr>\n",
+       "<tr><td>floor</td>\n",
+       "<td>131989861805672366080.0000000</td>\n",
+       "<td>0.1027862</td>\n",
+       "<td>0.0287121</td></tr>\n",
+       "<tr><td>heat_type_district</td>\n",
+       "<td>64536595854358740992.0000000</td>\n",
+       "<td>0.0502574</td>\n",
+       "<td>0.0140388</td></tr>\n",
+       "<tr><td>heat_type_individual</td>\n",
+       "<td>38812003996492890112.0000000</td>\n",
+       "<td>0.0302246</td>\n",
+       "<td>0.0084429</td></tr>\n",
+       "<tr><td>bathroom_count</td>\n",
+       "<td>32156545764355473408.0000000</td>\n",
+       "<td>0.0250417</td>\n",
+       "<td>0.0069951</td></tr>\n",
+       "<tr><td>room_count</td>\n",
+       "<td>26082124451916283904.0000000</td>\n",
+       "<td>0.0203113</td>\n",
+       "<td>0.0056737</td></tr>\n",
+       "<tr><td>heat_type_central</td>\n",
+       "<td>12259486479981477888.0000000</td>\n",
+       "<td>0.0095470</td>\n",
+       "<td>0.0026668</td></tr>\n",
+       "<tr><td>front_door_structure_corridor</td>\n",
+       "<td>9603112566763028480.0000000</td>\n",
+       "<td>0.0074784</td>\n",
+       "<td>0.0020890</td></tr>\n",
+       "<tr><td>front_door_structure_stairway</td>\n",
+       "<td>9516272038889652224.0000000</td>\n",
+       "<td>0.0074107</td>\n",
+       "<td>0.0020701</td></tr>\n",
+       "<tr><td>heat_fuel_gas</td>\n",
+       "<td>4244903233052475392.0000000</td>\n",
+       "<td>0.0033057</td>\n",
+       "<td>0.0009234</td></tr>\n",
+       "<tr><td>front_door_structure_mixed</td>\n",
+       "<td>930509062724911104.0000000</td>\n",
+       "<td>0.0007246</td>\n",
+       "<td>0.0002024</td></tr></table></div>"
+      ],
+      "text/plain": [
+       "variable                            relative_importance    scaled_importance    percentage\n",
+       "----------------------------------  ---------------------  -------------------  ------------\n",
+       "supply_area                         1.28412e+21            1                    0.279338\n",
+       "exclusive_use_area                  7.72957e+20            0.601935             0.168143\n",
+       "city                                7.13207e+20            0.555405             0.155145\n",
+       "heat_fuel_cogeneration              5.34416e+20            0.416173             0.116253\n",
+       "total_parking_capacity_in_site      2.99382e+20            0.233142             0.0651252\n",
+       "apartment_building_count_in_sites   2.47495e+20            0.192735             0.0538382\n",
+       "total_household_count_in_sites      2.44401e+20            0.190326             0.0531652\n",
+       "total_household_count_of_area_type  1.70907e+20            0.133093             0.0371779\n",
+       "floor                               1.3199e+20             0.102786             0.0287121\n",
+       "heat_type_district                  6.45366e+19            0.0502574            0.0140388\n",
+       "heat_type_individual                3.8812e+19             0.0302246            0.00844287\n",
+       "bathroom_count                      3.21565e+19            0.0250417            0.00699509\n",
+       "room_count                          2.60821e+19            0.0203113            0.00567371\n",
+       "heat_type_central                   1.22595e+19            0.00954699           0.00266683\n",
+       "front_door_structure_corridor       9.60311e+18            0.00747836           0.00208899\n",
+       "front_door_structure_stairway       9.51627e+18            0.00741073           0.0020701\n",
+       "heat_fuel_gas                       4.2449e+18             0.00330569           0.000923404\n",
+       "front_door_structure_mixed          9.30509e+17            0.000724628          0.000202416"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 133,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_1000= get_BestModel(board_csv)\n",
+    "bestModel_1000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 134,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/msBMSK1000/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5'"
+      ]
+     },
+     "execution_count": 134,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_path = run_path + '/bestModel'\n",
+    "h2o.save_model(model=bestModel_1000, \n",
+    "                      path = my_path, \n",
+    "                     # force=True\n",
+    "                     )\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 135,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "bestModel_1000.varimp_plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 136,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'xgboost'"
+      ]
+     },
+     "execution_count": 136,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_1000.algo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 137,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "meta_data['mod_best']=bestModel_1000._id\n",
+    "meta_data['mod_best_algo']=bestModel_1000.algo\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 138,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0          XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+       "1          XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+       "2                           GBM_1_AutoML_20190425_031629\n",
+       "3              GBM_grid_1_AutoML_20190425_034434_model_4\n",
+       "4          XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+       "5                       XGBoost_1_AutoML_20190425_044008\n",
+       "6                           GBM_1_AutoML_20190425_044008\n",
+       "7                       XGBoost_1_AutoML_20190425_031629\n",
+       "8          XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+       "9          XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+       "10         XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+       "11             GBM_grid_1_AutoML_20190425_044008_model_7\n",
+       "12                      XGBoost_1_AutoML_20190425_040839\n",
+       "13         XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+       "14                          GBM_1_AutoML_20190425_034434\n",
+       "15                      XGBoost_1_AutoML_20190425_034434\n",
+       "16                      XGBoost_2_AutoML_20190425_034434\n",
+       "17         XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+       "18            GBM_grid_1_AutoML_20190425_040839_model_19\n",
+       "19         XGBoost_grid_1_AutoML_20190425_040839_model_1\n",
+       "20         XGBoost_grid_1_AutoML_20190425_044008_model_3\n",
+       "21         XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+       "22                          GBM_1_AutoML_20190425_040839\n",
+       "23         XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+       "24                          GBM_4_AutoML_20190425_034434\n",
+       "25                      XGBoost_2_AutoML_20190425_040839\n",
+       "26                      XGBoost_2_AutoML_20190425_031629\n",
+       "27            GBM_grid_1_AutoML_20190425_044008_model_12\n",
+       "28            GBM_grid_1_AutoML_20190425_040839_model_18\n",
+       "29            GBM_grid_1_AutoML_20190425_040839_model_22\n",
+       "                             ...                        \n",
+       "146    DeepLearning_grid_1_AutoML_20190425_044008_mod...\n",
+       "147    DeepLearning_grid_1_AutoML_20190425_031629_mod...\n",
+       "148    DeepLearning_grid_1_AutoML_20190425_044008_mod...\n",
+       "149    DeepLearning_grid_1_AutoML_20190425_040839_mod...\n",
+       "150    DeepLearning_grid_1_AutoML_20190425_044008_mod...\n",
+       "151    DeepLearning_grid_1_AutoML_20190425_040839_mod...\n",
+       "152           GBM_grid_1_AutoML_20190425_044008_model_30\n",
+       "153           GBM_grid_1_AutoML_20190425_044008_model_15\n",
+       "154    DeepLearning_grid_1_AutoML_20190425_034434_mod...\n",
+       "155            GBM_grid_1_AutoML_20190425_034434_model_1\n",
+       "156           GBM_grid_1_AutoML_20190425_040839_model_30\n",
+       "157           GBM_grid_1_AutoML_20190425_040839_model_23\n",
+       "158           GBM_grid_1_AutoML_20190425_044008_model_27\n",
+       "159            GBM_grid_1_AutoML_20190425_034434_model_3\n",
+       "160            GBM_grid_1_AutoML_20190425_031629_model_5\n",
+       "161           GBM_grid_1_AutoML_20190425_044008_model_31\n",
+       "162           GBM_grid_1_AutoML_20190425_040839_model_21\n",
+       "163        XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+       "164           GBM_grid_1_AutoML_20190425_044008_model_29\n",
+       "165            GBM_grid_1_AutoML_20190425_031629_model_4\n",
+       "166           GBM_grid_1_AutoML_20190425_040839_model_34\n",
+       "167     StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+       "168    StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n",
+       "169            GLM_grid_1_AutoML_20190425_044008_model_1\n",
+       "170            GLM_grid_1_AutoML_20190425_031629_model_1\n",
+       "171            GLM_grid_1_AutoML_20190425_034434_model_1\n",
+       "172            GLM_grid_1_AutoML_20190425_040839_model_1\n",
+       "173        XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+       "174        XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+       "175        XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+       "Name: model_id, Length: 176, dtype: object"
+      ]
+     },
+     "execution_count": 138,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "aml_leaderboard_df=leaderBoard.as_data_frame()\n",
+    "model_set=aml_leaderboard_df['model_id']\n",
+    "model_set"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 139,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DL = [ 122, 123, 118, 120, 147, 127, 131, 132, 136, 138, 108, 145, 119, 154, 111, 130, 144, 126, 149, 151, 124, 150, 110, 148, 135, 146,\n",
+    "]\n",
+    "DRF = [37, 44, 36, 66,]\n",
+    "GBM=[ 2, 14, 22, 6, 47, 48, 50, 55, 51, 53, 49, 46, 34, 24, 43, 39, 100, 103, 106, 104, 45, 134, 42, 165, 160, 94, 155, 83, 159, 3, 82, 139, 141, 99, 117, 113, 93, 86, 40, 128, 58, 125, 28, 18, 78, 84, 162, 29, 157, 54, 140, 109, 52, 79, 62, 121, 156, 68, 116, 112, 166, 31, 133, 80, 69, 97, 92, 56, 129, 91, 27, 107, 101, 153, 89, 95, 71, 115, 102, 85, 137, 87, 32, 75, 81, 90, 158, 142, 164, 96, 152, 161, 98, 114, 88, 11, 77, 73,]\n",
+    "XGB = [7, 15, 12, 5, 26, 16, 25, 33, 76, 74, 72, 70, 23, 30, 17, 173, 13, 21, 0, 60, 59, 163, 19, 64, 67, 41, 9, 10, 1, 105, 4, 174, 20, 8, 38, 65, 143, 175,]\n",
+    "XRT = [35, 57, 63, 61, ]\n",
+    "GLM = [170, 171, 172, 169,]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 140,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HP done\n",
+      "--- create new folder hyperparameter  ---\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n"
+     ]
+    }
+   ],
+   "source": [
+    "DL = get_DL_params(board_csv, DL, 'DL')\n",
+    "XGB = get_XG_params(board_csv, XGB, 'XGB')\n",
+    "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n",
+    "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n",
+    "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n",
+    "GLM = get_GLM_params(board_csv, GLM, 'GLM')        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 141,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       " 'GBM_1_AutoML_20190425_031629',\n",
+       " 'XRT_1_AutoML_20190425_031629',\n",
+       " 'DRF_1_AutoML_20190425_040839',\n",
+       " 'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n",
+       " 'GLM_grid_1_AutoML_20190425_044008_model_1']"
+      ]
+     },
+     "execution_count": 141,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# best model of each type\n",
+    "best_model_set = [0, 2, 35, 36, 108, 169,]\n",
+    "best_sets_1000 = get_best_models(best_model_set, model_set)\n",
+    "meta_data['models']=best_sets_1000\n",
+    "best_sets_1000\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 142,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Update and save meta data\n",
+    "\n",
+    "meta_data['end_time'] = time.time()\n",
+    "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n",
+    "  \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 143,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "n=run_id+'_meta_data.json'\n",
+    "dict_to_json(meta_data,n)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 144,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'start_time': 1556181606.957847,\n",
+       " 'target': 'transaction_real_price',\n",
+       " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n",
+       " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n",
+       " 'test_path': None,\n",
+       " 'max_models': 9,\n",
+       " 'run_time': 1000,\n",
+       " 'run_id': 'msBMSK1000',\n",
+       " 'scale': False,\n",
+       " 'classification': False,\n",
+       " 'model_path': None,\n",
+       " 'balance': False,\n",
+       " 'balance_threshold': 0.2,\n",
+       " 'project': None,\n",
+       " 'end_time': 1556183013.0109608,\n",
+       " 'execution_time': 1406.0531136989594,\n",
+       " 'run_path': '/Users/bonnie/6105/project/DS/project/results/msBMSK1000',\n",
+       " 'nthreads': 1,\n",
+       " 'min_mem_size': 1,\n",
+       " 'analysis': 0,\n",
+       " 'X': ['city',\n",
+       "  'exclusive_use_area',\n",
+       "  'floor',\n",
+       "  'total_parking_capacity_in_site',\n",
+       "  'total_household_count_in_sites',\n",
+       "  'apartment_building_count_in_sites',\n",
+       "  'supply_area',\n",
+       "  'total_household_count_of_area_type',\n",
+       "  'room_count',\n",
+       "  'bathroom_count',\n",
+       "  'heat_fuel_cogeneration',\n",
+       "  'heat_fuel_gas',\n",
+       "  'heat_type_central',\n",
+       "  'heat_type_district',\n",
+       "  'heat_type_individual',\n",
+       "  'front_door_structure_corridor',\n",
+       "  'front_door_structure_mixed',\n",
+       "  'front_door_structure_stairway'],\n",
+       " 'variables': {'transaction_real_price': 'int',\n",
+       "  'city': 'int',\n",
+       "  'exclusive_use_area': 'real',\n",
+       "  'floor': 'int',\n",
+       "  'total_parking_capacity_in_site': 'int',\n",
+       "  'total_household_count_in_sites': 'int',\n",
+       "  'apartment_building_count_in_sites': 'int',\n",
+       "  'supply_area': 'real',\n",
+       "  'total_household_count_of_area_type': 'int',\n",
+       "  'room_count': 'int',\n",
+       "  'bathroom_count': 'int',\n",
+       "  'heat_fuel_cogeneration': 'int',\n",
+       "  'heat_fuel_gas': 'int',\n",
+       "  'heat_type_central': 'int',\n",
+       "  'heat_type_district': 'int',\n",
+       "  'heat_type_individual': 'int',\n",
+       "  'front_door_structure_corridor': 'int',\n",
+       "  'front_door_structure_mixed': 'int',\n",
+       "  'front_door_structure_stairway': 'int'},\n",
+       " 'model_execution_time_sec': 955.7841777801514,\n",
+       " 'model_execution_time': 955.78426861763,\n",
+       " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       " 'mod_best_algo': 'xgboost',\n",
+       " 'models': ['XGBoost_grid_1_AutoML_20190425_034434_model_5',\n",
+       "  'GBM_1_AutoML_20190425_031629',\n",
+       "  'XRT_1_AutoML_20190425_031629',\n",
+       "  'DRF_1_AutoML_20190425_040839',\n",
+       "  'DeepLearning_grid_1_AutoML_20190425_034434_model_4',\n",
+       "  'GLM_grid_1_AutoML_20190425_044008_model_1']}"
+      ]
+     },
+     "execution_count": 144,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 145,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip'"
+      ]
+     },
+     "execution_count": 145,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Save logs\n",
+    "h2o.download_all_logs(dirname=logs_path, filename=logfile)"
    ]
   },
   {
@@ -2947,7 +4335,87 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 166,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "runtime = 1500"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 167,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ihFSck1500\n"
+     ]
+    }
+   ],
+   "source": [
+    "rtime = str(runtime)\n",
+    "run_id= alphabet(6) + rtime\n",
+    "\n",
+    "run_path = os.path.join(server_path,run_id)\n",
+    "os.mkdir(run_path)\n",
+    "os.chdir(run_path)    \n",
+    "\n",
+    "print (run_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 168,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs   ihFSck1500_autoh2o_log.zip\n"
+     ]
+    }
+   ],
+   "source": [
+    "logfile=run_id+'_autoh2o_log.zip'\n",
+    "logs_path=os.path.join(run_path,'logs')\n",
+    "print(logs_path,' ',logfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 169,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'start_time': 1556185337.206079, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 1500, 'run_id': 'ihFSck1500', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556185337.206756, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/ihFSck1500', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# meta data\n",
+    "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n",
+    "                          target,runtime,classification,scale,max_models,balance_y,\n",
+    "                          balance_threshold,name,run_path,nthreads,min_mem_size,X,\n",
+    "                          Variable_type)\n",
+    "\n",
+    "\n",
+    "print(meta_data)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 170,
    "metadata": {
     "scrolled": true
    },
@@ -2957,1021 +4425,713 @@
      "output_type": "stream",
      "text": [
       "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
-      "get_leaderBoard done\n",
+      "get_leaderBoard done\n"
+     ]
+    }
+   ],
+   "source": [
+    "model_start_time = time.time()\n",
+    "leaderBoard = get_leaderBoard(runtime)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 171,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Execution time for  1500 sec =   1363.7918326854706\n"
+     ]
+    }
+   ],
+   "source": [
+    "execution_time =  time.time() - model_start_time\n",
+    "meta_data['model_execution_time_sec'] = execution_time\n",
+    "meta_data['model_execution_time'] = time.time() - model_start_time\n",
+    "print(\"Execution time for \", runtime,\"sec =  \",meta_data['model_execution_time_sec'])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 172,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "--- create new folder leaderboard  ---\n",
       "board_to_csv done\n",
-      "GBM_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_7\n",
-      "XGBoost_1_AutoML_20190416_023643\n",
-      "XGBoost_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_023643_model_1\n",
-      "XGBoost_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_9\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_54\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_4\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_14\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_16\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_6\n",
-      "XGBoost_1_AutoML_20190416_022142\n",
-      "GBM_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_1\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_9\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_36\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_3\n",
-      "XGBoost_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_12\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_6\n",
-      "GBM_1_AutoML_20190416_022142\n",
-      "XGBoost_2_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_7\n",
-      "GBM_1_AutoML_20190416_023643\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_1\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_19\n",
-      "XGBoost_2_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_023844\n",
-      "XGBoost_2_AutoML_20190416_022142\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_22\n",
-      "XGBoost_1_AutoML_20190416_023844\n",
-      "GBM_1_AutoML_20190416_023844\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_11\n",
-      "XGBoost_2_AutoML_20190416_023643\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_57\n",
-      "GBM_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_4\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_20\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_2\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_7\n",
-      "GBM_4_AutoML_20190416_023643\n",
-      "GBM_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_7\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_5\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_30\n",
-      "DRF_1_AutoML_20190416_021340\n",
-      "GBM_2_AutoML_20190416_022142\n",
-      "GBM_4_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_42\n",
-      "GBM_2_AutoML_20190416_023643\n",
-      "GBM_2_AutoML_20190416_023844\n",
-      "GBM_4_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_10\n",
-      "GBM_2_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_13\n",
-      "GBM_4_AutoML_20190416_023844\n",
-      "GBM_3_AutoML_20190416_022142\n",
-      "GBM_4_AutoML_20190416_022142\n",
-      "GBM_4_AutoML_20190416_021340\n",
-      "XRT_1_AutoML_20190416_020809\n",
-      "GBM_3_AutoML_20190416_023643\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_11\n",
-      "GBM_3_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_4\n",
-      "DRF_1_AutoML_20190416_020809\n",
-      "GBM_3_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_4\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_62\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_8\n",
-      "GBM_3_AutoML_20190416_023844\n",
-      "XRT_1_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_23\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_2\n",
-      "GBM_3_AutoML_20190416_015849\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_12\n",
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-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
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-      "get_all_params done\n",
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-      "tryyyyyyyyyyyyyyyy           48\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           49\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           50\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           51\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           52\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           53\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           54\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           55\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           56\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           57\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           58\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           59\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           60\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           61\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           62\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           63\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           64\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           65\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           66\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           67\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           68\n",
-      "done\n"
+      "XGBoost_grid_1_AutoML_20190425_054218_model_6\n",
+      "--- create new folder param  ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_9\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_17\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_12\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_13\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_19\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_29\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_27\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_18\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_22\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_10\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_23\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_16\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_17\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_14\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_12\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_16\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_19\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_24\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_16\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_15\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_13\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_054218\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_18\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_9\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_15\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_20\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_19\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_16\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_10\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_17\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_1\n",
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+      "GBM_grid_1_AutoML_20190425_044008_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_1\n",
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+      "GBM_grid_1_AutoML_20190425_044008_model_2\n",
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+      "GBM_5_AutoML_20190425_034434\n",
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+      "GBM_grid_1_AutoML_20190425_050348_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_13\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_26\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_33\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_11\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_19\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_32\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_27\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_17\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_15\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_10\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_14\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_21\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
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-      "done\n",
-      "tryyyyyyyyyyyyyyyy           279\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           280\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           281\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           282\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           283\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           284\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           285\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           286\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           287\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           288\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           289\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           290\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           291\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           292\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           293\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           294\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           295\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           296\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           297\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           298\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           299\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           300\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           301\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           302\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           303\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           304\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           305\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           306\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           307\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           308\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           309\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           310\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           311\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           312\n",
-      "done\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_28\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_13\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_30\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_31\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_21\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_21\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_34\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_32\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n"
+     ]
+    }
+   ],
+   "source": [
+    "board_csv = board_to_csv(leaderBoard)\n",
+    "\n",
+    "every_params = get_every_params(board_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 173,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           313\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           314\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           315\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           316\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           317\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           318\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           319\n",
-      "done\n",
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           320\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           321\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           322\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           323\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           324\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           325\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           326\n",
-      "done\n"
+      "--- create new folder varimp  ---\n",
+      "all varimp done\n"
      ]
     }
    ],
    "source": [
-    "runtime = 1500\n",
-    "leaderBoard = get_leaderBoard(runtime)\n",
-    "\n",
-    "board_csv = board_to_csv(leaderBoard, runtime)\n",
-    "board_csv.to_csv('result/1500/leaderboard.csv', sep='\\t')\n",
-    "\n",
-    "params =  get_all_params(board_csv)\n",
-    "with open('result/1500/params.json', 'w') as f:\n",
-    "    json.dump(params, f)\n",
-    "    \n",
-    "all_varimp = get_all_varimp(board_csv)   \n",
-    "all_varimp.to_csv('result/1500/all_varimp.csv', sep='\\t')"
+    "all_varimp = get_all_varimp(board_csv)  "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
+   "execution_count": 174,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -3979,27 +5139,27 @@
      "text": [
       "Model Details\n",
       "=============\n",
-      "H2OGradientBoostingEstimator :  Gradient Boosting Machine\n",
-      "Model Key:  GBM_1_AutoML_20190416_015849\n",
+      "H2OXGBoostEstimator :  XGBoost\n",
+      "Model Key:  XGBoost_grid_1_AutoML_20190425_054218_model_6\n",
       "\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on train data. **\n",
       "\n",
-      "MSE: 9064188861621198.0\n",
-      "RMSE: 95206033.74587767\n",
-      "MAE: 67496135.99104144\n",
-      "RMSLE: 0.25946421720441404\n",
-      "Mean Residual Deviance: 9064188861621198.0\n",
+      "MSE: 3058306134911125.0\n",
+      "RMSE: 55301954.169008575\n",
+      "MAE: 30091745.64959569\n",
+      "RMSLE: 0.12035805824318067\n",
+      "Mean Residual Deviance: 3058306134911125.0\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on cross-validation data. **\n",
       "\n",
-      "MSE: 2.5146739460939084e+16\n",
-      "RMSE: 158577235.00218776\n",
-      "MAE: 96028946.28873461\n",
-      "RMSLE: 0.3325625379269681\n",
-      "Mean Residual Deviance: 2.5146739460939084e+16\n",
+      "MSE: 2.3445318879446148e+16\n",
+      "RMSE: 153118643.14787453\n",
+      "MAE: 90243396.85121293\n",
+      "RMSLE: 0.3132719590137167\n",
+      "Mean Residual Deviance: 2.3445318879446148e+16\n",
       "Cross-Validation Metrics Summary: \n"
      ]
     },
@@ -4015,72 +5175,72 @@
        "<td><b>cv_4_valid</b></td>\n",
        "<td><b>cv_5_valid</b></td></tr>\n",
        "<tr><td>mae</td>\n",
-       "<td>96028944.0000000</td>\n",
-       "<td>3612221.8</td>\n",
-       "<td>100648072.0000000</td>\n",
-       "<td>89991768.0000000</td>\n",
-       "<td>99987528.0000000</td>\n",
-       "<td>89572152.0000000</td>\n",
-       "<td>99945208.0000000</td></tr>\n",
+       "<td>9.02434E7</td>\n",
+       "<td>1655085.8</td>\n",
+       "<td>94574960.0000000</td>\n",
+       "<td>90208712.0000000</td>\n",
+       "<td>89259528.0000000</td>\n",
+       "<td>89629344.0000000</td>\n",
+       "<td>87544432.0000000</td></tr>\n",
        "<tr><td>mean_residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23445318100000000.0000000</td>\n",
+       "<td>1530099010000000.0000000</td>\n",
+       "<td>26492157100000000.0000000</td>\n",
+       "<td>24152581100000000.0000000</td>\n",
+       "<td>21104915200000000.0000000</td>\n",
+       "<td>24629477100000000.0000000</td>\n",
+       "<td>20847462000000000.0000000</td></tr>\n",
        "<tr><td>mse</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23445318100000000.0000000</td>\n",
+       "<td>1530099010000000.0000000</td>\n",
+       "<td>26492157100000000.0000000</td>\n",
+       "<td>24152581100000000.0000000</td>\n",
+       "<td>21104915200000000.0000000</td>\n",
+       "<td>24629477100000000.0000000</td>\n",
+       "<td>20847462000000000.0000000</td></tr>\n",
        "<tr><td>r2</td>\n",
-       "<td>0.7517724</td>\n",
-       "<td>0.0152310</td>\n",
-       "<td>0.7486387</td>\n",
-       "<td>0.7622951</td>\n",
-       "<td>0.7392049</td>\n",
-       "<td>0.7862044</td>\n",
-       "<td>0.7225189</td></tr>\n",
+       "<td>0.7613509</td>\n",
+       "<td>0.0139356</td>\n",
+       "<td>0.7462808</td>\n",
+       "<td>0.7468998</td>\n",
+       "<td>0.7473007</td>\n",
+       "<td>0.7697304</td>\n",
+       "<td>0.7965425</td></tr>\n",
        "<tr><td>residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23445318100000000.0000000</td>\n",
+       "<td>1530099010000000.0000000</td>\n",
+       "<td>26492157100000000.0000000</td>\n",
+       "<td>24152581100000000.0000000</td>\n",
+       "<td>21104915200000000.0000000</td>\n",
+       "<td>24629477100000000.0000000</td>\n",
+       "<td>20847462000000000.0000000</td></tr>\n",
        "<tr><td>rmse</td>\n",
-       "<td>157673632.0000000</td>\n",
-       "<td>11953314.0000000</td>\n",
-       "<td>166466832.0000000</td>\n",
-       "<td>137592448.0000000</td>\n",
-       "<td>174422512.0000000</td>\n",
-       "<td>136876560.0000000</td>\n",
-       "<td>173009840.0000000</td></tr>\n",
+       "<td>152954944.0000000</td>\n",
+       "<td>5005101.0</td>\n",
+       "<td>162764112.0000000</td>\n",
+       "<td>155411008.0000000</td>\n",
+       "<td>145275312.0000000</td>\n",
+       "<td>156937808.0000000</td>\n",
+       "<td>144386496.0000000</td></tr>\n",
        "<tr><td>rmsle</td>\n",
-       "<td>0.3324099</td>\n",
-       "<td>0.0071243</td>\n",
-       "<td>0.3404068</td>\n",
-       "<td>0.3175372</td>\n",
-       "<td>0.3412233</td>\n",
-       "<td>0.3229898</td>\n",
-       "<td>0.3398924</td></tr></table></div>"
+       "<td>0.3132485</td>\n",
+       "<td>0.0027104</td>\n",
+       "<td>0.3097516</td>\n",
+       "<td>0.315528</td>\n",
+       "<td>0.3075696</td>\n",
+       "<td>0.3167723</td>\n",
+       "<td>0.3166209</td></tr></table></div>"
       ],
       "text/plain": [
        "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
        "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.60289e+07  3.61222e+06  1.00648e+08   8.99918e+07   9.99875e+07   8.95722e+07   9.99452e+07\n",
-       "mean_residual_deviance  2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "mse                     2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "r2                      0.751772     0.015231     0.748639      0.762295      0.739205      0.786204      0.722519\n",
-       "residual_deviance       2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "rmse                    1.57674e+08  1.19533e+07  1.66467e+08   1.37592e+08   1.74423e+08   1.36877e+08   1.7301e+08\n",
-       "rmsle                   0.33241      0.00712425   0.340407      0.317537      0.341223      0.32299       0.339892"
+       "mae                     9.02434e+07  1.65509e+06  9.4575e+07    9.02087e+07   8.92595e+07   8.96293e+07   8.75444e+07\n",
+       "mean_residual_deviance  2.34453e+16  1.5301e+15   2.64922e+16   2.41526e+16   2.11049e+16   2.46295e+16   2.08475e+16\n",
+       "mse                     2.34453e+16  1.5301e+15   2.64922e+16   2.41526e+16   2.11049e+16   2.46295e+16   2.08475e+16\n",
+       "r2                      0.761351     0.0139356    0.746281      0.7469        0.747301      0.76973       0.796543\n",
+       "residual_deviance       2.34453e+16  1.5301e+15   2.64922e+16   2.41526e+16   2.11049e+16   2.46295e+16   2.08475e+16\n",
+       "rmse                    1.52955e+08  5.0051e+06   1.62764e+08   1.55411e+08   1.45275e+08   1.56938e+08   1.44386e+08\n",
+       "rmsle                   0.313249     0.00271043   0.309752      0.315528      0.30757       0.316772      0.316621"
       ]
      },
      "metadata": {},
@@ -4104,40 +5264,40 @@
        "<td><b>training_mae</b></td>\n",
        "<td><b>training_deviance</b></td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.530 sec</td>\n",
+       "<td>2019-04-25 05:47:41</td>\n",
+       "<td> 4 min  8.950 sec</td>\n",
        "<td>0.0</td>\n",
-       "<td>316955226.6467000</td>\n",
-       "<td>217175355.8332210</td>\n",
-       "<td>100460615698660944.0000000</td></tr>\n",
+       "<td>510052399.0745529</td>\n",
+       "<td>401904324.3927224</td>\n",
+       "<td>260153449801706944.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.570 sec</td>\n",
+       "<td>2019-04-25 05:47:42</td>\n",
+       "<td> 4 min  9.020 sec</td>\n",
        "<td>5.0</td>\n",
-       "<td>233002195.6791182</td>\n",
-       "<td>161623741.1834266</td>\n",
-       "<td>54290023191290104.0000000</td></tr>\n",
+       "<td>418242001.5688898</td>\n",
+       "<td>314178038.8053908</td>\n",
+       "<td>174926371876351232.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.599 sec</td>\n",
+       "<td>2019-04-25 05:47:42</td>\n",
+       "<td> 4 min  9.079 sec</td>\n",
        "<td>10.0</td>\n",
-       "<td>185979042.9780051</td>\n",
-       "<td>128617301.5363942</td>\n",
-       "<td>34588204427014652.0000000</td></tr>\n",
+       "<td>348541590.7882628</td>\n",
+       "<td>246178542.8690027</td>\n",
+       "<td>121481240509212848.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.637 sec</td>\n",
+       "<td>2019-04-25 05:47:42</td>\n",
+       "<td> 4 min  9.147 sec</td>\n",
        "<td>15.0</td>\n",
-       "<td>160886370.0168623</td>\n",
-       "<td>110703199.1023516</td>\n",
-       "<td>25884424057202716.0000000</td></tr>\n",
+       "<td>296280659.0034764</td>\n",
+       "<td>195391477.3628032</td>\n",
+       "<td>87782228899534256.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.677 sec</td>\n",
+       "<td>2019-04-25 05:47:42</td>\n",
+       "<td> 4 min  9.222 sec</td>\n",
        "<td>20.0</td>\n",
-       "<td>147080024.7121016</td>\n",
-       "<td>100357653.0723404</td>\n",
-       "<td>21632533669312412.0000000</td></tr>\n",
+       "<td>256022471.0144172</td>\n",
+       "<td>158991257.8555256</td>\n",
+       "<td>65547505664328112.0000000</td></tr>\n",
        "<tr><td>---</td>\n",
        "<td>---</td>\n",
        "<td>---</td>\n",
@@ -4146,55 +5306,55 @@
        "<td>---</td>\n",
        "<td>---</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.941 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>100875681.1094938</td>\n",
-       "<td>71046537.4405375</td>\n",
-       "<td>10175903039304288.0000000</td></tr>\n",
+       "<td>2019-04-25 05:47:53</td>\n",
+       "<td> 4 min 20.045 sec</td>\n",
+       "<td>135.0</td>\n",
+       "<td>62009785.1365539</td>\n",
+       "<td>33691147.8371968</td>\n",
+       "<td>3845213452681585.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.960 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>98941160.7536640</td>\n",
-       "<td>69978548.0206047</td>\n",
-       "<td>9789353291282378.0000000</td></tr>\n",
+       "<td>2019-04-25 05:47:54</td>\n",
+       "<td> 4 min 21.036 sec</td>\n",
+       "<td>140.0</td>\n",
+       "<td>59970771.5229437</td>\n",
+       "<td>32578474.4005391</td>\n",
+       "<td>3596493437057111.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.982 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>97317074.0339378</td>\n",
-       "<td>68895259.2815230</td>\n",
-       "<td>9470612898526922.0000000</td></tr>\n",
+       "<td>2019-04-25 05:47:55</td>\n",
+       "<td> 4 min 22.100 sec</td>\n",
+       "<td>145.0</td>\n",
+       "<td>58130106.6824970</td>\n",
+       "<td>31635478.7800539</td>\n",
+       "<td>3379109302918480.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.000 sec</td>\n",
-       "<td>95.0</td>\n",
-       "<td>95815426.8702730</td>\n",
-       "<td>67948401.3007839</td>\n",
-       "<td>9180596026332636.0000000</td></tr>\n",
+       "<td>2019-04-25 05:47:56</td>\n",
+       "<td> 4 min 23.182 sec</td>\n",
+       "<td>150.0</td>\n",
+       "<td>56353131.6440373</td>\n",
+       "<td>30673309.8086253</td>\n",
+       "<td>3175675446090192.5000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.008 sec</td>\n",
-       "<td>97.0</td>\n",
-       "<td>95206033.7458777</td>\n",
-       "<td>67496135.9910414</td>\n",
-       "<td>9064188861621198.0000000</td></tr></table></div>"
+       "<td>2019-04-25 05:47:57</td>\n",
+       "<td> 4 min 24.227 sec</td>\n",
+       "<td>153.0</td>\n",
+       "<td>55301954.1690086</td>\n",
+       "<td>30091745.6495957</td>\n",
+       "<td>3058306134911125.0000000</td></tr></table></div>"
       ],
       "text/plain": [
-       "     timestamp            duration    number_of_trees    training_rmse       training_mae        training_deviance\n",
-       "---  -------------------  ----------  -----------------  ------------------  ------------------  ----------------------\n",
-       "     2019-04-16 01:59:34  2.530 sec   0.0                316955226.64669997  217175355.83322105  1.0046061569866094e+17\n",
-       "     2019-04-16 01:59:34  2.570 sec   5.0                233002195.67911825  161623741.18342665  5.4290023191290104e+16\n",
-       "     2019-04-16 01:59:34  2.599 sec   10.0               185979042.97800505  128617301.53639418  3.4588204427014652e+16\n",
-       "     2019-04-16 01:59:34  2.637 sec   15.0               160886370.01686227  110703199.10235162  2.5884424057202716e+16\n",
-       "     2019-04-16 01:59:34  2.677 sec   20.0               147080024.71210158  100357653.07234043  2.1632533669312412e+16\n",
-       "---  ---                  ---         ---                ---                 ---                 ---\n",
-       "     2019-04-16 01:59:34  2.941 sec   80.0               100875681.10949382  71046537.44053751   1.0175903039304288e+16\n",
-       "     2019-04-16 01:59:34  2.960 sec   85.0               98941160.75366399   69978548.0206047    9789353291282378.0\n",
-       "     2019-04-16 01:59:34  2.982 sec   90.0               97317074.03393775   68895259.28152296   9470612898526922.0\n",
-       "     2019-04-16 01:59:35  3.000 sec   95.0               95815426.87027301   67948401.30078387   9180596026332636.0\n",
-       "     2019-04-16 01:59:35  3.008 sec   97.0               95206033.74587767   67496135.99104144   9064188861621198.0"
+       "     timestamp            duration          number_of_trees    training_rmse       training_mae        training_deviance\n",
+       "---  -------------------  ----------------  -----------------  ------------------  ------------------  ----------------------\n",
+       "     2019-04-25 05:47:41  4 min  8.950 sec  0.0                510052399.0745529   401904324.39272237  2.6015344980170694e+17\n",
+       "     2019-04-25 05:47:42  4 min  9.020 sec  5.0                418242001.5688898   314178038.80539083  1.7492637187635123e+17\n",
+       "     2019-04-25 05:47:42  4 min  9.079 sec  10.0               348541590.7882628   246178542.8690027   1.2148124050921285e+17\n",
+       "     2019-04-25 05:47:42  4 min  9.147 sec  15.0               296280659.0034764   195391477.36280322  8.778222889953426e+16\n",
+       "     2019-04-25 05:47:42  4 min  9.222 sec  20.0               256022471.01441723  158991257.8555256   6.554750566432811e+16\n",
+       "---  ---                  ---               ---                ---                 ---                 ---\n",
+       "     2019-04-25 05:47:53  4 min 20.045 sec  135.0              62009785.136553936  33691147.83719677   3845213452681585.0\n",
+       "     2019-04-25 05:47:54  4 min 21.036 sec  140.0              59970771.52294367   32578474.400539085  3596493437057111.0\n",
+       "     2019-04-25 05:47:55  4 min 22.100 sec  145.0              58130106.68249698   31635478.78005391   3379109302918480.0\n",
+       "     2019-04-25 05:47:56  4 min 23.182 sec  150.0              56353131.644037254  30673309.808625337  3175675446090192.5\n",
+       "     2019-04-25 05:47:57  4 min 24.227 sec  153.0              55301954.169008575  30091745.64959569   3058306134911125.0"
       ]
      },
      "metadata": {},
@@ -4217,99 +5377,99 @@
        "<td><b>scaled_importance</b></td>\n",
        "<td><b>percentage</b></td></tr>\n",
        "<tr><td>supply_area</td>\n",
-       "<td>514244051216881418240.0000000</td>\n",
+       "<td>1784638891063316054016.0000000</td>\n",
        "<td>1.0</td>\n",
-       "<td>0.2696530</td></tr>\n",
+       "<td>0.2832293</td></tr>\n",
        "<tr><td>city</td>\n",
-       "<td>355607991304987869184.0000000</td>\n",
-       "<td>0.6915160</td>\n",
-       "<td>0.1864694</td></tr>\n",
+       "<td>1157541283030854795264.0000000</td>\n",
+       "<td>0.6486137</td>\n",
+       "<td>0.1837064</td></tr>\n",
        "<tr><td>exclusive_use_area</td>\n",
-       "<td>287178627309046333440.0000000</td>\n",
-       "<td>0.5584481</td>\n",
-       "<td>0.1505872</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>136599603887541846016.0000000</td>\n",
-       "<td>0.2656319</td>\n",
-       "<td>0.0716284</td></tr>\n",
+       "<td>1095179094565725405184.0000000</td>\n",
+       "<td>0.6136699</td>\n",
+       "<td>0.1738093</td></tr>\n",
+       "<tr><td>heat_fuel_cogeneration</td>\n",
+       "<td>389352302228596064256.0000000</td>\n",
+       "<td>0.2181687</td>\n",
+       "<td>0.0617918</td></tr>\n",
        "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>110624380553147711488.0000000</td>\n",
-       "<td>0.2151204</td>\n",
-       "<td>0.0580079</td></tr>\n",
+       "<td>310206288667791589376.0000000</td>\n",
+       "<td>0.1738202</td>\n",
+       "<td>0.0492310</td></tr>\n",
+       "<tr><td>heat_fuel_gas</td>\n",
+       "<td>295061334031828254720.0000000</td>\n",
+       "<td>0.1653339</td>\n",
+       "<td>0.0468274</td></tr>\n",
        "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>83936717664419840000.0000000</td>\n",
-       "<td>0.1632235</td>\n",
-       "<td>0.0440137</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>79562227090429313024.0000000</td>\n",
-       "<td>0.1547169</td>\n",
-       "<td>0.0417199</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>62866688380418129920.0000000</td>\n",
-       "<td>0.1222507</td>\n",
-       "<td>0.0329653</td></tr>\n",
+       "<td>287814620018924060672.0000000</td>\n",
+       "<td>0.1612733</td>\n",
+       "<td>0.0456773</td></tr>\n",
+       "<tr><td>apartment_building_count_in_sites</td>\n",
+       "<td>278566724474723368960.0000000</td>\n",
+       "<td>0.1560914</td>\n",
+       "<td>0.0442096</td></tr>\n",
        "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>52281927434330177536.0000000</td>\n",
-       "<td>0.1016675</td>\n",
-       "<td>0.0274150</td></tr>\n",
-       "<tr><td>heat_fuel_gas</td>\n",
-       "<td>43593366649318670336.0000000</td>\n",
-       "<td>0.0847717</td>\n",
-       "<td>0.0228590</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>42576472325253758976.0000000</td>\n",
-       "<td>0.0827943</td>\n",
-       "<td>0.0223257</td></tr>\n",
+       "<td>189251635731874447360.0000000</td>\n",
+       "<td>0.1060448</td>\n",
+       "<td>0.0300350</td></tr>\n",
+       "<tr><td>floor</td>\n",
+       "<td>155643066115784966144.0000000</td>\n",
+       "<td>0.0872126</td>\n",
+       "<td>0.0247012</td></tr>\n",
        "<tr><td>heat_type_district</td>\n",
-       "<td>35194944992644694016.0000000</td>\n",
-       "<td>0.0684402</td>\n",
-       "<td>0.0184551</td></tr>\n",
+       "<td>111203400968520597504.0000000</td>\n",
+       "<td>0.0623114</td>\n",
+       "<td>0.0176484</td></tr>\n",
        "<tr><td>heat_type_individual</td>\n",
-       "<td>34225360454899728384.0000000</td>\n",
-       "<td>0.0665547</td>\n",
-       "<td>0.0179467</td></tr>\n",
-       "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>24499676530895486976.0000000</td>\n",
-       "<td>0.0476421</td>\n",
-       "<td>0.0128468</td></tr>\n",
+       "<td>82698667571544064000.0000000</td>\n",
+       "<td>0.0463392</td>\n",
+       "<td>0.0131246</td></tr>\n",
        "<tr><td>room_count</td>\n",
-       "<td>20022249678312570880.0000000</td>\n",
-       "<td>0.0389353</td>\n",
-       "<td>0.0104990</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>10703568675027288064.0000000</td>\n",
-       "<td>0.0208142</td>\n",
-       "<td>0.0056126</td></tr>\n",
+       "<td>70584617892615028736.0000000</td>\n",
+       "<td>0.0395512</td>\n",
+       "<td>0.0112021</td></tr>\n",
+       "<tr><td>bathroom_count</td>\n",
+       "<td>37453333080003575808.0000000</td>\n",
+       "<td>0.0209865</td>\n",
+       "<td>0.0059440</td></tr>\n",
+       "<tr><td>front_door_structure_stairway</td>\n",
+       "<td>34344415573955313664.0000000</td>\n",
+       "<td>0.0192445</td>\n",
+       "<td>0.0054506</td></tr>\n",
        "<tr><td>heat_type_central</td>\n",
-       "<td>7370545410470838272.0000000</td>\n",
-       "<td>0.0143328</td>\n",
-       "<td>0.0038649</td></tr>\n",
+       "<td>12911231892950351872.0000000</td>\n",
+       "<td>0.0072346</td>\n",
+       "<td>0.0020491</td></tr>\n",
        "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>5969837415672578048.0000000</td>\n",
-       "<td>0.0116090</td>\n",
-       "<td>0.0031304</td></tr></table></div>"
+       "<td>7478936916004438016.0000000</td>\n",
+       "<td>0.0041907</td>\n",
+       "<td>0.0011869</td></tr>\n",
+       "<tr><td>front_door_structure_mixed</td>\n",
+       "<td>1109506532069867520.0000000</td>\n",
+       "<td>0.0006217</td>\n",
+       "<td>0.0001761</td></tr></table></div>"
       ],
       "text/plain": [
        "variable                            relative_importance    scaled_importance    percentage\n",
        "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         5.14244e+20            1                    0.269653\n",
-       "city                                3.55608e+20            0.691516             0.186469\n",
-       "exclusive_use_area                  2.87179e+20            0.558448             0.150587\n",
-       "apartment_building_count_in_sites   1.366e+20              0.265632             0.0716284\n",
-       "total_parking_capacity_in_site      1.10624e+20            0.21512              0.0580079\n",
-       "total_household_count_in_sites      8.39367e+19            0.163224             0.0440137\n",
-       "floor                               7.95622e+19            0.154717             0.0417199\n",
-       "heat_fuel_cogeneration              6.28667e+19            0.122251             0.0329653\n",
-       "total_household_count_of_area_type  5.22819e+19            0.101668             0.027415\n",
-       "heat_fuel_gas                       4.35934e+19            0.0847717            0.022859\n",
-       "bathroom_count                      4.25765e+19            0.0827943            0.0223257\n",
-       "heat_type_district                  3.51949e+19            0.0684402            0.0184551\n",
-       "heat_type_individual                3.42254e+19            0.0665547            0.0179467\n",
-       "front_door_structure_stairway       2.44997e+19            0.0476421            0.0128468\n",
-       "room_count                          2.00222e+19            0.0389353            0.010499\n",
-       "front_door_structure_mixed          1.07036e+19            0.0208142            0.00561261\n",
-       "heat_type_central                   7.37055e+18            0.0143328            0.00386488\n",
-       "front_door_structure_corridor       5.96984e+18            0.011609             0.00313039"
+       "supply_area                         1.78464e+21            1                    0.283229\n",
+       "city                                1.15754e+21            0.648614             0.183706\n",
+       "exclusive_use_area                  1.09518e+21            0.61367              0.173809\n",
+       "heat_fuel_cogeneration              3.89352e+20            0.218169             0.0617918\n",
+       "total_parking_capacity_in_site      3.10206e+20            0.17382              0.049231\n",
+       "heat_fuel_gas                       2.95061e+20            0.165334             0.0468274\n",
+       "total_household_count_in_sites      2.87815e+20            0.161273             0.0456773\n",
+       "apartment_building_count_in_sites   2.78567e+20            0.156091             0.0442096\n",
+       "total_household_count_of_area_type  1.89252e+20            0.106045             0.030035\n",
+       "floor                               1.55643e+20            0.0872126            0.0247012\n",
+       "heat_type_district                  1.11203e+20            0.0623114            0.0176484\n",
+       "heat_type_individual                8.26987e+19            0.0463392            0.0131246\n",
+       "room_count                          7.05846e+19            0.0395512            0.0112021\n",
+       "bathroom_count                      3.74533e+19            0.0209865            0.00594399\n",
+       "front_door_structure_stairway       3.43444e+19            0.0192445            0.0054506\n",
+       "heat_type_central                   1.29112e+19            0.00723465           0.00204906\n",
+       "front_door_structure_corridor       7.47894e+18            0.00419073           0.00118694\n",
+       "front_door_structure_mixed          1.10951e+18            0.000621698          0.000176083"
       ]
      },
      "metadata": {},
@@ -4319,1434 +5479,1346 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 30,
+     "execution_count": 174,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_1500= get_BestModel(board_csv)\n",
+    "bestModel_1500"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 175,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/ihFSck1500/bestModel/XGBoost_grid_1_AutoML_20190425_054218_model_6'"
+      ]
+     },
+     "execution_count": 175,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_path = run_path + '/bestModel'\n",
+    "h2o.save_model(model=bestModel_1500, \n",
+    "                      path = my_path, \n",
+    "                     # force=True\n",
+    "                     )\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 176,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 1008x720 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "bestModel_1500.varimp_plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 177,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'xgboost'"
+      ]
+     },
+     "execution_count": 177,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_1500.algo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 178,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "meta_data['mod_best']=bestModel_1500._id\n",
+    "meta_data['mod_best_algo']=bestModel_1500.algo\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 179,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0          XGBoost_grid_1_AutoML_20190425_054218_model_6\n",
+       "1          XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+       "2          XGBoost_grid_1_AutoML_20190425_054218_model_7\n",
+       "3          XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+       "4                           GBM_1_AutoML_20190425_031629\n",
+       "5              GBM_grid_1_AutoML_20190425_034434_model_4\n",
+       "6          XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+       "7                       XGBoost_1_AutoML_20190425_044008\n",
+       "8                           GBM_1_AutoML_20190425_044008\n",
+       "9                       XGBoost_1_AutoML_20190425_054218\n",
+       "10                      XGBoost_1_AutoML_20190425_031629\n",
+       "11         XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+       "12         XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+       "13         XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+       "14             GBM_grid_1_AutoML_20190425_044008_model_7\n",
+       "15         XGBoost_grid_1_AutoML_20190425_054218_model_9\n",
+       "16                      XGBoost_1_AutoML_20190425_040839\n",
+       "17                          GBM_1_AutoML_20190425_050348\n",
+       "18         XGBoost_grid_1_AutoML_20190425_054218_model_8\n",
+       "19            GBM_grid_1_AutoML_20190425_050348_model_17\n",
+       "20        XGBoost_grid_1_AutoML_20190425_054218_model_12\n",
+       "21         XGBoost_grid_1_AutoML_20190425_050348_model_5\n",
+       "22        XGBoost_grid_1_AutoML_20190425_054218_model_13\n",
+       "23         XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+       "24                          GBM_1_AutoML_20190425_034434\n",
+       "25                      XGBoost_1_AutoML_20190425_034434\n",
+       "26                      XGBoost_2_AutoML_20190425_054218\n",
+       "27                      XGBoost_1_AutoML_20190425_050348\n",
+       "28                      XGBoost_2_AutoML_20190425_034434\n",
+       "29         XGBoost_grid_1_AutoML_20190425_050348_model_4\n",
+       "                             ...                        \n",
+       "277           GBM_grid_1_AutoML_20190425_054218_model_18\n",
+       "278           GBM_grid_1_AutoML_20190425_054218_model_22\n",
+       "279            GBM_grid_1_AutoML_20190425_034434_model_3\n",
+       "280            GBM_grid_1_AutoML_20190425_031629_model_5\n",
+       "281           GBM_grid_1_AutoML_20190425_044008_model_31\n",
+       "282           GBM_grid_1_AutoML_20190425_050348_model_21\n",
+       "283           GBM_grid_1_AutoML_20190425_040839_model_21\n",
+       "284           GBM_grid_1_AutoML_20190425_050348_model_28\n",
+       "285            GBM_grid_1_AutoML_20190425_050348_model_4\n",
+       "286        XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+       "287           GBM_grid_1_AutoML_20190425_054218_model_30\n",
+       "288           GBM_grid_1_AutoML_20190425_054218_model_29\n",
+       "289           GBM_grid_1_AutoML_20190425_044008_model_29\n",
+       "290            GBM_grid_1_AutoML_20190425_031629_model_4\n",
+       "291            GBM_grid_1_AutoML_20190425_054218_model_4\n",
+       "292           GBM_grid_1_AutoML_20190425_040839_model_34\n",
+       "293           GBM_grid_1_AutoML_20190425_050348_model_32\n",
+       "294     StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+       "295    StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n",
+       "296            GLM_grid_1_AutoML_20190425_044008_model_1\n",
+       "297            GLM_grid_1_AutoML_20190425_034434_model_1\n",
+       "298            GLM_grid_1_AutoML_20190425_031629_model_1\n",
+       "299            GLM_grid_1_AutoML_20190425_054218_model_1\n",
+       "300            GLM_grid_1_AutoML_20190425_050348_model_1\n",
+       "301            GLM_grid_1_AutoML_20190425_040839_model_1\n",
+       "302        XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+       "303        XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+       "304       XGBoost_grid_1_AutoML_20190425_054218_model_11\n",
+       "305        XGBoost_grid_1_AutoML_20190425_054218_model_2\n",
+       "306        XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+       "Name: model_id, Length: 307, dtype: object"
+      ]
+     },
+     "execution_count": 179,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "aml_leaderboard_df=leaderBoard.as_data_frame()\n",
+    "model_set=aml_leaderboard_df['model_id']\n",
+    "model_set"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 180,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DL = [ \n",
+    "        221, 222, 213, 216, 203, 207, 254, 227, 235, 238, 243, 245, 196, 252, 215, 268, 199, 233, 251, 226, 256, 261, 224, 258, 198, 255, 241, 253, 217, 234, 205, 231, 202, 230, 237, 274, 257, 160, 195, 232, 262, 264, 259, 223, 265,]\n",
+    "DRF = [70, 80, 64, 119, 107, 130,]\n",
+    "GBM=[ 4, 24, 40, 8, 17, 37, 83, 85, 89, 98, 96, 108, 91, 95, 86, 82, 68, 90, 60, 42, 77, 73, 54, 59, 181, 186, 193, 189, 188, 192, 81, 240, 76, 290, 280, 173, 269, 147, 279, 5, 144, 246, 248, 179, 211, 201, 170, 153, 74, 228, 102, 225, 49, 31, 139, 150, 283, 51, 272, 97, 247, 197, 93, 140, 111, 220, 270, 122, 209, 200, 292, 56, 239, 141, 123, 176, 167, 99, 229, 166, 48, 194, 183, 267, 159, 174, 127, 208, 185, 151, 244, 154, 57, 133, 143, 163, 275, 249, 289, 175, 266, 281, 177, 206, 155, 14, 138, 129, 184, 142, 78, 171, 260, 145, 146, 112, 19, 88, 156, 137, 187, 282, 162, 165, 191, 172, 180, 214, 284, 35, 120, 149, 273, 293, 285, 94, 204, 46, 125, 136, 182, 168, 134, 218, 92, 242, 212, 63, 66, 277, 104, 219, 161, 278, 158, 109, 210, 164, 38, 178, 288, 71, 287, 291, 157, 236, 43, 276, 148,]\n",
+    "GLM = [298, 297, 301, 296, 300, 299,]\n",
+    "XGB = [10, 25, 16, 7, 27, 9, 45, 28, 44, 58, 50, 26, 135, 131, 128, 124, 132, 126, 41, 53, 30, 302, 23, 39, 1, 105, 103, 286, 32, 117, 121, 75, 12, 13, 3, 190, 6, 303, 34, 11, 72, 118, 250, 306, 33, 47, 152, 79, 115, 169, 114, 55, 62, 29, 21, 67, 87, 101, 110, 36, 52, 304, 20, 22, 271, 305, 263, 69, 84, 0, 2, 18, 15,]\n",
+    "XRT = [61, 100, 113, 106, 65, 116,]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 181,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HP done\n",
+      "--- create new folder hyperparameter  ---\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n"
+     ]
+    }
+   ],
+   "source": [
+    "DL = get_DL_params(board_csv, DL, 'DL')\n",
+    "XGB = get_XG_params(board_csv, XGB, 'XGB')\n",
+    "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n",
+    "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n",
+    "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n",
+    "GLM = get_GLM_params(board_csv, GLM, 'GLM')        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 182,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['XGBoost_grid_1_AutoML_20190425_054218_model_6',\n",
+       " 'GBM_1_AutoML_20190425_031629',\n",
+       " 'XRT_1_AutoML_20190425_031629',\n",
+       " 'DRF_1_AutoML_20190425_040839',\n",
+       " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n",
+       " 'GLM_grid_1_AutoML_20190425_044008_model_1']"
+      ]
+     },
+     "execution_count": 182,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# best model of each type\n",
+    "best_model_set = [0,4,61,64,160,296,]\n",
+    "best_sets_1500 = get_best_models(best_model_set, model_set)\n",
+    "meta_data['models']=best_sets_1500\n",
+    "best_sets_1500\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 183,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Update and save meta data\n",
+    "\n",
+    "meta_data['end_time'] = time.time()\n",
+    "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n",
+    "  \n",
+    "n=run_id+'_meta_data.json'\n",
+    "dict_to_json(meta_data,n)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 184,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'start_time': 1556185337.206079,\n",
+       " 'target': 'transaction_real_price',\n",
+       " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n",
+       " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n",
+       " 'test_path': None,\n",
+       " 'max_models': 9,\n",
+       " 'run_time': 1500,\n",
+       " 'run_id': 'ihFSck1500',\n",
+       " 'scale': False,\n",
+       " 'classification': False,\n",
+       " 'model_path': None,\n",
+       " 'balance': False,\n",
+       " 'balance_threshold': 0.2,\n",
+       " 'project': None,\n",
+       " 'end_time': 1556187162.738215,\n",
+       " 'execution_time': 1825.53213596344,\n",
+       " 'run_path': '/Users/bonnie/6105/project/DS/project/results/ihFSck1500',\n",
+       " 'nthreads': 1,\n",
+       " 'min_mem_size': 1,\n",
+       " 'analysis': 0,\n",
+       " 'X': ['city',\n",
+       "  'exclusive_use_area',\n",
+       "  'floor',\n",
+       "  'total_parking_capacity_in_site',\n",
+       "  'total_household_count_in_sites',\n",
+       "  'apartment_building_count_in_sites',\n",
+       "  'supply_area',\n",
+       "  'total_household_count_of_area_type',\n",
+       "  'room_count',\n",
+       "  'bathroom_count',\n",
+       "  'heat_fuel_cogeneration',\n",
+       "  'heat_fuel_gas',\n",
+       "  'heat_type_central',\n",
+       "  'heat_type_district',\n",
+       "  'heat_type_individual',\n",
+       "  'front_door_structure_corridor',\n",
+       "  'front_door_structure_mixed',\n",
+       "  'front_door_structure_stairway'],\n",
+       " 'variables': {'transaction_real_price': 'int',\n",
+       "  'city': 'int',\n",
+       "  'exclusive_use_area': 'real',\n",
+       "  'floor': 'int',\n",
+       "  'total_parking_capacity_in_site': 'int',\n",
+       "  'total_household_count_in_sites': 'int',\n",
+       "  'apartment_building_count_in_sites': 'int',\n",
+       "  'supply_area': 'real',\n",
+       "  'total_household_count_of_area_type': 'int',\n",
+       "  'room_count': 'int',\n",
+       "  'bathroom_count': 'int',\n",
+       "  'heat_fuel_cogeneration': 'int',\n",
+       "  'heat_fuel_gas': 'int',\n",
+       "  'heat_type_central': 'int',\n",
+       "  'heat_type_district': 'int',\n",
+       "  'heat_type_individual': 'int',\n",
+       "  'front_door_structure_corridor': 'int',\n",
+       "  'front_door_structure_mixed': 'int',\n",
+       "  'front_door_structure_stairway': 'int'},\n",
+       " 'model_execution_time_sec': 1363.7918326854706,\n",
+       " 'model_execution_time': 1363.7919659614563,\n",
+       " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_054218_model_6',\n",
+       " 'mod_best_algo': 'xgboost',\n",
+       " 'models': ['XGBoost_grid_1_AutoML_20190425_054218_model_6',\n",
+       "  'GBM_1_AutoML_20190425_031629',\n",
+       "  'XRT_1_AutoML_20190425_031629',\n",
+       "  'DRF_1_AutoML_20190425_040839',\n",
+       "  'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n",
+       "  'GLM_grid_1_AutoML_20190425_044008_model_1']}"
+      ]
+     },
+     "execution_count": 184,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 185,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs/ihFSck1500_autoh2o_log.zip\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/ihFSck1500/logs/ihFSck1500_autoh2o_log.zip'"
+      ]
+     },
+     "execution_count": 185,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "bestModel_1500 = get_BestModel(board_csv)\n",
-    "bestModel_1500"
+    "# Save logs\n",
+    "h2o.download_all_logs(dirname=logs_path, filename=logfile)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# MODEL 5 ( 2000 ) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 186,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "runtime = 2000"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 187,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "CzanFF2000\n"
+     ]
+    }
+   ],
+   "source": [
+    "rtime = str(runtime)\n",
+    "run_id= alphabet(6) + rtime\n",
+    "\n",
+    "run_path = os.path.join(server_path,run_id)\n",
+    "os.mkdir(run_path)\n",
+    "os.chdir(run_path)    \n",
+    "\n",
+    "print (run_id)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 188,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs   CzanFF2000_autoh2o_log.zip\n"
+     ]
+    }
+   ],
+   "source": [
+    "logfile=run_id+'_autoh2o_log.zip'\n",
+    "logs_path=os.path.join(run_path,'logs')\n",
+    "print(logs_path,' ',logfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 189,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'start_time': 1556187167.476568, 'target': 'transaction_real_price', 'server_path': '/Users/bonnie/6105/project/DS/project/results', 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv', 'test_path': None, 'max_models': 9, 'run_time': 2000, 'run_id': 'CzanFF2000', 'scale': False, 'classification': False, 'model_path': None, 'balance': False, 'balance_threshold': 0.2, 'project': None, 'end_time': 1556187167.4765701, 'execution_time': 0.0, 'run_path': '/Users/bonnie/6105/project/DS/project/results/CzanFF2000', 'nthreads': 1, 'min_mem_size': 1, 'analysis': 0, 'X': ['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway'], 'variables': {'transaction_real_price': 'int', 'city': 'int', 'exclusive_use_area': 'real', 'floor': 'int', 'total_parking_capacity_in_site': 'int', 'total_household_count_in_sites': 'int', 'apartment_building_count_in_sites': 'int', 'supply_area': 'real', 'total_household_count_of_area_type': 'int', 'room_count': 'int', 'bathroom_count': 'int', 'heat_fuel_cogeneration': 'int', 'heat_fuel_gas': 'int', 'heat_type_central': 'int', 'heat_type_district': 'int', 'heat_type_individual': 'int', 'front_door_structure_corridor': 'int', 'front_door_structure_mixed': 'int', 'front_door_structure_stairway': 'int'}}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# meta data\n",
+    "meta_data = set_meta_data(analysis, run_id,server_path,data_path,test_path,model_path,\n",
+    "                          target,runtime,classification,scale,max_models,balance_y,\n",
+    "                          balance_threshold,name,run_path,nthreads,min_mem_size,X,\n",
+    "                          Variable_type)\n",
+    "\n",
+    "\n",
+    "print(meta_data)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 190,
    "metadata": {
-    "scrolled": false
+    "scrolled": true
    },
    "outputs": [
     {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "<Figure size 1008x720 with 1 Axes>"
-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
+      "get_leaderBoard done\n"
+     ]
     }
    ],
    "source": [
-    "bestModel_1500.varimp_plot()"
+    "model_start_time = time.time()\n",
+    "leaderBoard = get_leaderBoard(runtime)"
    ]
   },
   {
-   "cell_type": "markdown",
-   "metadata": {},
+   "cell_type": "code",
+   "execution_count": 191,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Execution time for  2000 sec =   1797.248456954956\n"
+     ]
+    }
+   ],
    "source": [
-    "# MODEL 5 ( 2000 ) "
+    "execution_time =  time.time() - model_start_time\n",
+    "meta_data['model_execution_time_sec'] = execution_time\n",
+    "meta_data['model_execution_time'] = time.time() - model_start_time\n",
+    "print(\"Execution time for \", runtime,\"sec =  \",meta_data['model_execution_time_sec'])\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 192,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n",
-      "get_leaderBoard done\n",
+      "--- create new folder leaderboard  ---\n",
       "board_to_csv done\n",
-      "GBM_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_15\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_65\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_7\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_17\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_8\n",
-      "XGBoost_1_AutoML_20190416_023643\n",
-      "XGBoost_1_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_023643_model_1\n",
-      "XGBoost_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_9\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_41\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_54\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_3\n",
-      "GBM_1_AutoML_20190416_030706\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_4\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_14\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_16\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_16\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_6\n",
-      "XGBoost_1_AutoML_20190416_022142\n",
-      "GBM_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_24\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_1\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_9\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_36\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_3\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_27\n",
-      "XGBoost_1_AutoML_20190416_020809\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_12\n",
-      "XGBoost_1_AutoML_20190416_030706\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_6\n",
-      "GBM_1_AutoML_20190416_022142\n",
-      "XGBoost_2_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_7\n",
-      "GBM_1_AutoML_20190416_023643\n",
-      "XGBoost_2_AutoML_20190416_030706\n",
-      "XGBoost_grid_1_AutoML_20190416_021340_model_8\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_20\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_1\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_4\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_19\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_31\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_13\n",
-      "XGBoost_2_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_12\n",
-      "XGBoost_2_AutoML_20190416_023844\n",
-      "XGBoost_2_AutoML_20190416_022142\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_22\n",
-      "XGBoost_1_AutoML_20190416_023844\n",
-      "GBM_1_AutoML_20190416_023844\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_11\n",
-      "XGBoost_2_AutoML_20190416_023643\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_57\n",
-      "GBM_1_AutoML_20190416_021340\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_023844_model_4\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_1\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_3\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_45\n",
-      "XRT_1_AutoML_20190416_030706\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_20\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_2\n",
-      "GBM_grid_1_AutoML_20190416_021340_model_7\n",
-      "GBM_4_AutoML_20190416_030706\n",
-      "GBM_4_AutoML_20190416_023643\n",
-      "GBM_2_AutoML_20190416_020809\n",
-      "GBM_grid_1_AutoML_20190416_015849_model_7\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_5\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_58\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_30\n",
-      "DRF_1_AutoML_20190416_021340\n",
-      "GBM_2_AutoML_20190416_022142\n",
-      "GBM_4_AutoML_20190416_015849\n",
-      "XGBoost_2_AutoML_20190416_020809\n",
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-      "XGBoost_grid_1_AutoML_20190416_022142_model_15\n",
-      "DeepLearning_grid_1_AutoML_20190416_021340_model_5\n",
-      "DeepLearning_grid_1_AutoML_20190416_023844_model_4\n",
-      "DeepLearning_grid_1_AutoML_20190416_022142_model_6\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_42\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_48\n",
-      "DeepLearning_grid_1_AutoML_20190416_030706_model_4\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_3\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_65\n",
-      "GBM_grid_1_AutoML_20190416_030706_model_60\n",
-      "XGBoost_grid_1_AutoML_20190416_022142_model_10\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_5\n",
-      "GBM_grid_1_AutoML_20190416_020809_model_3\n",
-      "DeepLearning_grid_1_AutoML_20190416_023844_model_6\n",
-      "DeepLearning_grid_1_AutoML_20190416_015849_model_5\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_27\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_31\n"
+      "XGBoost_grid_1_AutoML_20190425_061247_model_5\n",
+      "--- create new folder param  ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_6\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_9\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_17\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_12\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_13\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_8\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_19\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_10\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_14\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_29\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_27\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_18\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_22\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_10\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_12\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_23\n",
+      "---   param  existed ---\n",
+      "XGBoost_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_3\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_16\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_17\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_6\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_14\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_12\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_4_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_16\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_19\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_2_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_24\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_16\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_15\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_21\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_13\n",
+      "---   param  existed ---\n",
+      "XRT_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_25\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_7\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_19\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_18\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_9\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "DRF_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_3_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_15\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_20\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_19\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_16\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_16\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_17\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_23\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_11\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_9\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_10\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_050348_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_17\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_14\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_20\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_040839_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_24\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_5_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_13\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_26\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_33\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_11\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_050348\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_054218\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_19\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_32\n",
+      "---   param  existed ---\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "GBM_grid_1_AutoML_20190416_020809_model_10\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_39\n",
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-      "GBM_grid_1_AutoML_20190416_015849_model_10\n",
-      "DeepLearning_grid_1_AutoML_20190416_022142_model_9\n",
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-      "XGBoost_grid_1_AutoML_20190416_030706_model_9\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_21\n",
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-      "GBM_grid_1_AutoML_20190416_022142_model_28\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_48\n",
-      "XGBoost_grid_1_AutoML_20190416_020809_model_3\n",
-      "GBM_grid_1_AutoML_20190416_023844_model_33\n",
-      "GBM_grid_1_AutoML_20190416_022142_model_6\n",
-      "XGBoost_grid_1_AutoML_20190416_030706_model_29\n",
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-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "GLM_grid_1_AutoML_20190416_020809_model_1\n",
-      "GLM_grid_1_AutoML_20190416_022142_model_1\n",
-      "GLM_grid_1_AutoML_20190416_023643_model_1\n",
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-      "GLM_grid_1_AutoML_20190416_021340_model_1\n",
-      "GLM_grid_1_AutoML_20190416_015849_model_1\n",
-      "GLM_grid_1_AutoML_20190416_030706_model_1\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "XGBoost_grid_1_AutoML_20190416_015849_model_2\n",
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-      "get_all_params done\n",
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-      "done\n"
+      "GBM_grid_1_AutoML_20190425_054218_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_040839\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_27\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_044008\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_12\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_061247\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "DeepLearning_1_AutoML_20190425_034434\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_17\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_15\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_16\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_10\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_12\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_14\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_21\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_25\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_34\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_3\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_7\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_4\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_8\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_9\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_13\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_040839_model_6\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_3\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_5\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_15\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_034434_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_30\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_31\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_14\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_7\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_23\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_061247_model_6\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_31\n",
+      "---   param  existed ---\n",
+      "DeepLearning_grid_1_AutoML_20190425_050348_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_27\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_22\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_034434_model_3\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_5\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_31\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_10\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_21\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_33\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_21\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_32\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_28\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_4\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_26\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_30\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_044008_model_29\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_031629_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_18\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_13\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_054218_model_4\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_35\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_36\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_061247_model_37\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_040839_model_34\n",
+      "---   param  existed ---\n",
+      "GBM_grid_1_AutoML_20190425_050348_model_32\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "StackedEnsemble_BestOfFamily_AutoML_20190425_031629\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_044008_model_1\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "tryyyyyyyyyyyyyyyy           367\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           368\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           369\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           370\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           371\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           372\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           373\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           374\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           375\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           376\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           377\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           378\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           379\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           380\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           381\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           382\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           383\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           384\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           385\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           386\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           387\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           388\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           389\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           390\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           391\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           392\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           393\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           394\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           395\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           396\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           397\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           398\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           399\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           400\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           401\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           402\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           403\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           404\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           405\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           406\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           407\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           408\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           409\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           410\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           411\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           412\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           413\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           414\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           415\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           416\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           417\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           418\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           419\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           420\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           421\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           422\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           423\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           424\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           425\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           426\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           427\n",
-      "done\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_034434_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_061247_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_031629_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_054218_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_050348_model_1\n",
+      "---   param  existed ---\n",
+      "GLM_grid_1_AutoML_20190425_040839_model_1\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_061247_model_15\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_11\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_054218_model_2\n",
+      "---   param  existed ---\n",
+      "XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+      "---   param  existed ---\n"
+     ]
+    }
+   ],
+   "source": [
+    "board_csv = board_to_csv(leaderBoard)\n",
+    "\n",
+    "every_params = get_every_params(board_csv)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 193,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           428\n",
-      "StackedEnsemble_AllModels_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           429\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           430\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           431\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           432\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           433\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           434\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           435\n",
-      "done\n",
       "Warning: This model doesn't have variable importances\n",
-      "tryyyyyyyyyyyyyyyy           436\n",
-      "StackedEnsemble_BestOfFamily_AutoML_20190416_015849\n",
-      "pass\n",
-      "tryyyyyyyyyyyyyyyy           437\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           438\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           439\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           440\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           441\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           442\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           443\n",
-      "done\n",
-      "tryyyyyyyyyyyyyyyy           444\n",
-      "done\n"
+      "--- create new folder varimp  ---\n",
+      "all varimp done\n"
      ]
     }
    ],
    "source": [
-    "runtime = 2000\n",
-    "leaderBoard = get_leaderBoard(runtime)\n",
-    "\n",
-    "board_csv = board_to_csv(leaderBoard, runtime)\n",
-    "board_csv.to_csv('result/2000/leaderboard.csv', sep='\\t')\n",
-    "\n",
-    "params =  get_all_params(board_csv)\n",
-    "with open('result/2000/params.json', 'w') as f:\n",
-    "    json.dump(params, f)\n",
-    "    \n",
-    "all_varimp = get_all_varimp(board_csv)   \n",
-    "all_varimp.to_csv('result/2000/all_varimp.csv', sep='\\t')"
+    "all_varimp = get_all_varimp(board_csv)  "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {},
+   "execution_count": 194,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -5754,27 +6826,27 @@
      "text": [
       "Model Details\n",
       "=============\n",
-      "H2OGradientBoostingEstimator :  Gradient Boosting Machine\n",
-      "Model Key:  GBM_1_AutoML_20190416_015849\n",
+      "H2OXGBoostEstimator :  XGBoost\n",
+      "Model Key:  XGBoost_grid_1_AutoML_20190425_061247_model_5\n",
       "\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on train data. **\n",
       "\n",
-      "MSE: 9064188861621198.0\n",
-      "RMSE: 95206033.74587767\n",
-      "MAE: 67496135.99104144\n",
-      "RMSLE: 0.25946421720441404\n",
-      "Mean Residual Deviance: 9064188861621198.0\n",
+      "MSE: 5816853476665414.0\n",
+      "RMSE: 76268299.29050086\n",
+      "MAE: 46229019.4722372\n",
+      "RMSLE: 0.17690396458636065\n",
+      "Mean Residual Deviance: 5816853476665414.0\n",
       "\n",
-      "ModelMetricsRegression: gbm\n",
+      "ModelMetricsRegression: xgboost\n",
       "** Reported on cross-validation data. **\n",
       "\n",
-      "MSE: 2.5146739460939084e+16\n",
-      "RMSE: 158577235.00218776\n",
-      "MAE: 96028946.28873461\n",
-      "RMSLE: 0.3325625379269681\n",
-      "Mean Residual Deviance: 2.5146739460939084e+16\n",
+      "MSE: 2.3382607125691124e+16\n",
+      "RMSE: 152913724.45170227\n",
+      "MAE: 90137824.6296496\n",
+      "RMSLE: 0.31093634277167725\n",
+      "Mean Residual Deviance: 2.3382607125691124e+16\n",
       "Cross-Validation Metrics Summary: \n"
      ]
     },
@@ -5790,72 +6862,72 @@
        "<td><b>cv_4_valid</b></td>\n",
        "<td><b>cv_5_valid</b></td></tr>\n",
        "<tr><td>mae</td>\n",
-       "<td>96028944.0000000</td>\n",
-       "<td>3612221.8</td>\n",
-       "<td>100648072.0000000</td>\n",
-       "<td>89991768.0000000</td>\n",
-       "<td>99987528.0000000</td>\n",
-       "<td>89572152.0000000</td>\n",
-       "<td>99945208.0000000</td></tr>\n",
+       "<td>90137824.0000000</td>\n",
+       "<td>1720194.9</td>\n",
+       "<td>94745192.0000000</td>\n",
+       "<td>89716088.0000000</td>\n",
+       "<td>89148568.0000000</td>\n",
+       "<td>89563824.0000000</td>\n",
+       "<td>87515440.0000000</td></tr>\n",
        "<tr><td>mean_residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23382607300000000.0000000</td>\n",
+       "<td>1616059290000000.0000000</td>\n",
+       "<td>26254581000000000.0000000</td>\n",
+       "<td>24030997000000000.0000000</td>\n",
+       "<td>21081099600000000.0000000</td>\n",
+       "<td>25161494700000000.0000000</td>\n",
+       "<td>20384864000000000.0000000</td></tr>\n",
        "<tr><td>mse</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23382607300000000.0000000</td>\n",
+       "<td>1616059290000000.0000000</td>\n",
+       "<td>26254581000000000.0000000</td>\n",
+       "<td>24030997000000000.0000000</td>\n",
+       "<td>21081099600000000.0000000</td>\n",
+       "<td>25161494700000000.0000000</td>\n",
+       "<td>20384864000000000.0000000</td></tr>\n",
        "<tr><td>r2</td>\n",
-       "<td>0.7517724</td>\n",
-       "<td>0.0152310</td>\n",
-       "<td>0.7486387</td>\n",
-       "<td>0.7622951</td>\n",
-       "<td>0.7392049</td>\n",
-       "<td>0.7862044</td>\n",
-       "<td>0.7225189</td></tr>\n",
+       "<td>0.7620259</td>\n",
+       "<td>0.0145352</td>\n",
+       "<td>0.7485561</td>\n",
+       "<td>0.7481739</td>\n",
+       "<td>0.7475859</td>\n",
+       "<td>0.7647564</td>\n",
+       "<td>0.8010572</td></tr>\n",
        "<tr><td>residual_deviance</td>\n",
-       "<td>25146739300000000.0000000</td>\n",
-       "<td>3702095920000000.0000000</td>\n",
-       "<td>27711208500000000.0000000</td>\n",
-       "<td>18931681100000000.0000000</td>\n",
-       "<td>30423211900000000.0000000</td>\n",
-       "<td>18735190700000000.0000000</td>\n",
-       "<td>29932406600000000.0000000</td></tr>\n",
+       "<td>23382607300000000.0000000</td>\n",
+       "<td>1616059290000000.0000000</td>\n",
+       "<td>26254581000000000.0000000</td>\n",
+       "<td>24030997000000000.0000000</td>\n",
+       "<td>21081099600000000.0000000</td>\n",
+       "<td>25161494700000000.0000000</td>\n",
+       "<td>20384864000000000.0000000</td></tr>\n",
        "<tr><td>rmse</td>\n",
-       "<td>157673632.0000000</td>\n",
-       "<td>11953314.0000000</td>\n",
-       "<td>166466832.0000000</td>\n",
-       "<td>137592448.0000000</td>\n",
-       "<td>174422512.0000000</td>\n",
-       "<td>136876560.0000000</td>\n",
-       "<td>173009840.0000000</td></tr>\n",
+       "<td>152728928.0000000</td>\n",
+       "<td>5314216.0</td>\n",
+       "<td>162032656.0000000</td>\n",
+       "<td>155019344.0000000</td>\n",
+       "<td>145193312.0000000</td>\n",
+       "<td>158623744.0000000</td>\n",
+       "<td>142775568.0000000</td></tr>\n",
        "<tr><td>rmsle</td>\n",
-       "<td>0.3324099</td>\n",
-       "<td>0.0071243</td>\n",
-       "<td>0.3404068</td>\n",
-       "<td>0.3175372</td>\n",
-       "<td>0.3412233</td>\n",
-       "<td>0.3229898</td>\n",
-       "<td>0.3398924</td></tr></table></div>"
+       "<td>0.3108959</td>\n",
+       "<td>0.0035453</td>\n",
+       "<td>0.3065266</td>\n",
+       "<td>0.3103514</td>\n",
+       "<td>0.3044514</td>\n",
+       "<td>0.31621</td>\n",
+       "<td>0.3169402</td></tr></table></div>"
       ],
       "text/plain": [
        "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
        "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.60289e+07  3.61222e+06  1.00648e+08   8.99918e+07   9.99875e+07   8.95722e+07   9.99452e+07\n",
-       "mean_residual_deviance  2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "mse                     2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "r2                      0.751772     0.015231     0.748639      0.762295      0.739205      0.786204      0.722519\n",
-       "residual_deviance       2.51467e+16  3.7021e+15   2.77112e+16   1.89317e+16   3.04232e+16   1.87352e+16   2.99324e+16\n",
-       "rmse                    1.57674e+08  1.19533e+07  1.66467e+08   1.37592e+08   1.74423e+08   1.36877e+08   1.7301e+08\n",
-       "rmsle                   0.33241      0.00712425   0.340407      0.317537      0.341223      0.32299       0.339892"
+       "mae                     9.01378e+07  1.72019e+06  9.47452e+07   8.97161e+07   8.91486e+07   8.95638e+07   8.75154e+07\n",
+       "mean_residual_deviance  2.33826e+16  1.61606e+15  2.62546e+16   2.4031e+16    2.10811e+16   2.51615e+16   2.03849e+16\n",
+       "mse                     2.33826e+16  1.61606e+15  2.62546e+16   2.4031e+16    2.10811e+16   2.51615e+16   2.03849e+16\n",
+       "r2                      0.762026     0.0145352    0.748556      0.748174      0.747586      0.764756      0.801057\n",
+       "residual_deviance       2.33826e+16  1.61606e+15  2.62546e+16   2.4031e+16    2.10811e+16   2.51615e+16   2.03849e+16\n",
+       "rmse                    1.52729e+08  5.31422e+06  1.62033e+08   1.55019e+08   1.45193e+08   1.58624e+08   1.42776e+08\n",
+       "rmsle                   0.310896     0.00354531   0.306527      0.310351      0.304451      0.31621       0.31694"
       ]
      },
      "metadata": {},
@@ -5879,40 +6951,40 @@
        "<td><b>training_mae</b></td>\n",
        "<td><b>training_deviance</b></td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.530 sec</td>\n",
+       "<td>2019-04-25 06:19:45</td>\n",
+       "<td> 5 min 15.917 sec</td>\n",
        "<td>0.0</td>\n",
-       "<td>316955226.6467000</td>\n",
-       "<td>217175355.8332210</td>\n",
-       "<td>100460615698660944.0000000</td></tr>\n",
+       "<td>510052399.0745529</td>\n",
+       "<td>401904324.3927224</td>\n",
+       "<td>260153449801706944.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.570 sec</td>\n",
+       "<td>2019-04-25 06:19:45</td>\n",
+       "<td> 5 min 15.970 sec</td>\n",
        "<td>5.0</td>\n",
-       "<td>233002195.6791182</td>\n",
-       "<td>161623741.1834266</td>\n",
-       "<td>54290023191290104.0000000</td></tr>\n",
+       "<td>418495889.6627705</td>\n",
+       "<td>314314193.8485175</td>\n",
+       "<td>175138809664633760.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.599 sec</td>\n",
+       "<td>2019-04-25 06:19:45</td>\n",
+       "<td> 5 min 16.016 sec</td>\n",
        "<td>10.0</td>\n",
-       "<td>185979042.9780051</td>\n",
-       "<td>128617301.5363942</td>\n",
-       "<td>34588204427014652.0000000</td></tr>\n",
+       "<td>349709775.0411803</td>\n",
+       "<td>246363801.1789757</td>\n",
+       "<td>122296926759352912.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.637 sec</td>\n",
+       "<td>2019-04-25 06:19:45</td>\n",
+       "<td> 5 min 16.075 sec</td>\n",
        "<td>15.0</td>\n",
-       "<td>160886370.0168623</td>\n",
-       "<td>110703199.1023516</td>\n",
-       "<td>25884424057202716.0000000</td></tr>\n",
+       "<td>299245657.0630278</td>\n",
+       "<td>196418295.8727763</td>\n",
+       "<td>89547963271083248.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.677 sec</td>\n",
+       "<td>2019-04-25 06:19:45</td>\n",
+       "<td> 5 min 16.145 sec</td>\n",
        "<td>20.0</td>\n",
-       "<td>147080024.7121016</td>\n",
-       "<td>100357653.0723404</td>\n",
-       "<td>21632533669312412.0000000</td></tr>\n",
+       "<td>260142796.7636881</td>\n",
+       "<td>160260701.7320755</td>\n",
+       "<td>67674274708033504.0000000</td></tr>\n",
        "<tr><td>---</td>\n",
        "<td>---</td>\n",
        "<td>---</td>\n",
@@ -5921,55 +6993,55 @@
        "<td>---</td>\n",
        "<td>---</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.941 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>100875681.1094938</td>\n",
-       "<td>71046537.4405375</td>\n",
-       "<td>10175903039304288.0000000</td></tr>\n",
+       "<td>2019-04-25 06:19:52</td>\n",
+       "<td> 5 min 23.585 sec</td>\n",
+       "<td>150.0</td>\n",
+       "<td>81121986.2703420</td>\n",
+       "<td>48660595.7735849</td>\n",
+       "<td>6580776656445555.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.960 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>98941160.7536640</td>\n",
-       "<td>69978548.0206047</td>\n",
-       "<td>9789353291282378.0000000</td></tr>\n",
+       "<td>2019-04-25 06:19:53</td>\n",
+       "<td> 5 min 24.071 sec</td>\n",
+       "<td>155.0</td>\n",
+       "<td>79778282.6056677</td>\n",
+       "<td>47968167.1115903</td>\n",
+       "<td>6364574375509785.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:34</td>\n",
-       "<td> 2.982 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>97317074.0339378</td>\n",
-       "<td>68895259.2815230</td>\n",
-       "<td>9470612898526922.0000000</td></tr>\n",
+       "<td>2019-04-25 06:19:53</td>\n",
+       "<td> 5 min 24.578 sec</td>\n",
+       "<td>160.0</td>\n",
+       "<td>78501676.1712975</td>\n",
+       "<td>47346526.1649596</td>\n",
+       "<td>6162513161703253.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.000 sec</td>\n",
-       "<td>95.0</td>\n",
-       "<td>95815426.8702730</td>\n",
-       "<td>67948401.3007839</td>\n",
-       "<td>9180596026332636.0000000</td></tr>\n",
+       "<td>2019-04-25 06:19:54</td>\n",
+       "<td> 5 min 25.089 sec</td>\n",
+       "<td>165.0</td>\n",
+       "<td>77163595.8103168</td>\n",
+       "<td>46649815.0442049</td>\n",
+       "<td>5954220518377946.0000000</td></tr>\n",
        "<tr><td></td>\n",
-       "<td>2019-04-16 01:59:35</td>\n",
-       "<td> 3.008 sec</td>\n",
-       "<td>97.0</td>\n",
-       "<td>95206033.7458777</td>\n",
-       "<td>67496135.9910414</td>\n",
-       "<td>9064188861621198.0000000</td></tr></table></div>"
+       "<td>2019-04-25 06:19:54</td>\n",
+       "<td> 5 min 25.606 sec</td>\n",
+       "<td>169.0</td>\n",
+       "<td>76268299.2905009</td>\n",
+       "<td>46229019.4722372</td>\n",
+       "<td>5816853476665414.0000000</td></tr></table></div>"
       ],
       "text/plain": [
-       "     timestamp            duration    number_of_trees    training_rmse       training_mae        training_deviance\n",
-       "---  -------------------  ----------  -----------------  ------------------  ------------------  ----------------------\n",
-       "     2019-04-16 01:59:34  2.530 sec   0.0                316955226.64669997  217175355.83322105  1.0046061569866094e+17\n",
-       "     2019-04-16 01:59:34  2.570 sec   5.0                233002195.67911825  161623741.18342665  5.4290023191290104e+16\n",
-       "     2019-04-16 01:59:34  2.599 sec   10.0               185979042.97800505  128617301.53639418  3.4588204427014652e+16\n",
-       "     2019-04-16 01:59:34  2.637 sec   15.0               160886370.01686227  110703199.10235162  2.5884424057202716e+16\n",
-       "     2019-04-16 01:59:34  2.677 sec   20.0               147080024.71210158  100357653.07234043  2.1632533669312412e+16\n",
-       "---  ---                  ---         ---                ---                 ---                 ---\n",
-       "     2019-04-16 01:59:34  2.941 sec   80.0               100875681.10949382  71046537.44053751   1.0175903039304288e+16\n",
-       "     2019-04-16 01:59:34  2.960 sec   85.0               98941160.75366399   69978548.0206047    9789353291282378.0\n",
-       "     2019-04-16 01:59:34  2.982 sec   90.0               97317074.03393775   68895259.28152296   9470612898526922.0\n",
-       "     2019-04-16 01:59:35  3.000 sec   95.0               95815426.87027301   67948401.30078387   9180596026332636.0\n",
-       "     2019-04-16 01:59:35  3.008 sec   97.0               95206033.74587767   67496135.99104144   9064188861621198.0"
+       "     timestamp            duration          number_of_trees    training_rmse       training_mae        training_deviance\n",
+       "---  -------------------  ----------------  -----------------  ------------------  ------------------  ----------------------\n",
+       "     2019-04-25 06:19:45  5 min 15.917 sec  0.0                510052399.0745529   401904324.39272237  2.6015344980170694e+17\n",
+       "     2019-04-25 06:19:45  5 min 15.970 sec  5.0                418495889.66277045  314314193.84851754  1.7513880966463376e+17\n",
+       "     2019-04-25 06:19:45  5 min 16.016 sec  10.0               349709775.04118025  246363801.17897573  1.2229692675935291e+17\n",
+       "     2019-04-25 06:19:45  5 min 16.075 sec  15.0               299245657.0630278   196418295.87277627  8.954796327108325e+16\n",
+       "     2019-04-25 06:19:45  5 min 16.145 sec  20.0               260142796.76368806  160260701.73207548  6.76742747080335e+16\n",
+       "---  ---                  ---               ---                ---                 ---                 ---\n",
+       "     2019-04-25 06:19:52  5 min 23.585 sec  150.0              81121986.27034199   48660595.7735849    6580776656445555.0\n",
+       "     2019-04-25 06:19:53  5 min 24.071 sec  155.0              79778282.60566773   47968167.111590296  6364574375509785.0\n",
+       "     2019-04-25 06:19:53  5 min 24.578 sec  160.0              78501676.17129748   47346526.16495957   6162513161703253.0\n",
+       "     2019-04-25 06:19:54  5 min 25.089 sec  165.0              77163595.81031683   46649815.04420485   5954220518377946.0\n",
+       "     2019-04-25 06:19:54  5 min 25.606 sec  169.0              76268299.29050086   46229019.4722372    5816853476665414.0"
       ]
      },
      "metadata": {},
@@ -5992,99 +7064,99 @@
        "<td><b>scaled_importance</b></td>\n",
        "<td><b>percentage</b></td></tr>\n",
        "<tr><td>supply_area</td>\n",
-       "<td>514244051216881418240.0000000</td>\n",
+       "<td>1436747078848013664256.0000000</td>\n",
        "<td>1.0</td>\n",
-       "<td>0.2696530</td></tr>\n",
+       "<td>0.2745831</td></tr>\n",
        "<tr><td>city</td>\n",
-       "<td>355607991304987869184.0000000</td>\n",
-       "<td>0.6915160</td>\n",
-       "<td>0.1864694</td></tr>\n",
+       "<td>970252688970932551680.0000000</td>\n",
+       "<td>0.6753121</td>\n",
+       "<td>0.1854293</td></tr>\n",
        "<tr><td>exclusive_use_area</td>\n",
-       "<td>287178627309046333440.0000000</td>\n",
-       "<td>0.5584481</td>\n",
-       "<td>0.1505872</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>136599603887541846016.0000000</td>\n",
-       "<td>0.2656319</td>\n",
-       "<td>0.0716284</td></tr>\n",
+       "<td>888728176672550944768.0000000</td>\n",
+       "<td>0.6185697</td>\n",
+       "<td>0.1698488</td></tr>\n",
+       "<tr><td>heat_fuel_cogeneration</td>\n",
+       "<td>430438852735329632256.0000000</td>\n",
+       "<td>0.2995926</td>\n",
+       "<td>0.0822631</td></tr>\n",
        "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>110624380553147711488.0000000</td>\n",
-       "<td>0.2151204</td>\n",
-       "<td>0.0580079</td></tr>\n",
+       "<td>321311848689538433024.0000000</td>\n",
+       "<td>0.2236384</td>\n",
+       "<td>0.0614073</td></tr>\n",
+       "<tr><td>apartment_building_count_in_sites</td>\n",
+       "<td>252033045990442270720.0000000</td>\n",
+       "<td>0.1754192</td>\n",
+       "<td>0.0481672</td></tr>\n",
        "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>83936717664419840000.0000000</td>\n",
-       "<td>0.1632235</td>\n",
-       "<td>0.0440137</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>79562227090429313024.0000000</td>\n",
-       "<td>0.1547169</td>\n",
-       "<td>0.0417199</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>62866688380418129920.0000000</td>\n",
-       "<td>0.1222507</td>\n",
-       "<td>0.0329653</td></tr>\n",
+       "<td>242843996308560150528.0000000</td>\n",
+       "<td>0.1690235</td>\n",
+       "<td>0.0464110</td></tr>\n",
        "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>52281927434330177536.0000000</td>\n",
-       "<td>0.1016675</td>\n",
-       "<td>0.0274150</td></tr>\n",
+       "<td>188630754709808873472.0000000</td>\n",
+       "<td>0.1312902</td>\n",
+       "<td>0.0360501</td></tr>\n",
+       "<tr><td>floor</td>\n",
+       "<td>127563790942199611392.0000000</td>\n",
+       "<td>0.0887865</td>\n",
+       "<td>0.0243793</td></tr>\n",
        "<tr><td>heat_fuel_gas</td>\n",
-       "<td>43593366649318670336.0000000</td>\n",
-       "<td>0.0847717</td>\n",
-       "<td>0.0228590</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>42576472325253758976.0000000</td>\n",
-       "<td>0.0827943</td>\n",
-       "<td>0.0223257</td></tr>\n",
+       "<td>107952584889838075904.0000000</td>\n",
+       "<td>0.0751368</td>\n",
+       "<td>0.0206313</td></tr>\n",
        "<tr><td>heat_type_district</td>\n",
-       "<td>35194944992644694016.0000000</td>\n",
-       "<td>0.0684402</td>\n",
-       "<td>0.0184551</td></tr>\n",
+       "<td>82495266716498526208.0000000</td>\n",
+       "<td>0.0574181</td>\n",
+       "<td>0.0157660</td></tr>\n",
        "<tr><td>heat_type_individual</td>\n",
-       "<td>34225360454899728384.0000000</td>\n",
-       "<td>0.0665547</td>\n",
-       "<td>0.0179467</td></tr>\n",
-       "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>24499676530895486976.0000000</td>\n",
-       "<td>0.0476421</td>\n",
-       "<td>0.0128468</td></tr>\n",
+       "<td>73838072799204212736.0000000</td>\n",
+       "<td>0.0513925</td>\n",
+       "<td>0.0141115</td></tr>\n",
        "<tr><td>room_count</td>\n",
-       "<td>20022249678312570880.0000000</td>\n",
-       "<td>0.0389353</td>\n",
-       "<td>0.0104990</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>10703568675027288064.0000000</td>\n",
-       "<td>0.0208142</td>\n",
-       "<td>0.0056126</td></tr>\n",
+       "<td>34526037302677864448.0000000</td>\n",
+       "<td>0.0240307</td>\n",
+       "<td>0.0065984</td></tr>\n",
+       "<tr><td>bathroom_count</td>\n",
+       "<td>27993634212897882112.0000000</td>\n",
+       "<td>0.0194840</td>\n",
+       "<td>0.0053500</td></tr>\n",
+       "<tr><td>front_door_structure_stairway</td>\n",
+       "<td>24037608968345878528.0000000</td>\n",
+       "<td>0.0167306</td>\n",
+       "<td>0.0045939</td></tr>\n",
        "<tr><td>heat_type_central</td>\n",
-       "<td>7370545410470838272.0000000</td>\n",
-       "<td>0.0143328</td>\n",
-       "<td>0.0038649</td></tr>\n",
+       "<td>11834382299334443008.0000000</td>\n",
+       "<td>0.0082369</td>\n",
+       "<td>0.0022617</td></tr>\n",
        "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>5969837415672578048.0000000</td>\n",
-       "<td>0.0116090</td>\n",
-       "<td>0.0031304</td></tr></table></div>"
+       "<td>10630146587059290112.0000000</td>\n",
+       "<td>0.0073988</td>\n",
+       "<td>0.0020316</td></tr>\n",
+       "<tr><td>front_door_structure_mixed</td>\n",
+       "<td>609122913437614080.0000000</td>\n",
+       "<td>0.0004240</td>\n",
+       "<td>0.0001164</td></tr></table></div>"
       ],
       "text/plain": [
        "variable                            relative_importance    scaled_importance    percentage\n",
        "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         5.14244e+20            1                    0.269653\n",
-       "city                                3.55608e+20            0.691516             0.186469\n",
-       "exclusive_use_area                  2.87179e+20            0.558448             0.150587\n",
-       "apartment_building_count_in_sites   1.366e+20              0.265632             0.0716284\n",
-       "total_parking_capacity_in_site      1.10624e+20            0.21512              0.0580079\n",
-       "total_household_count_in_sites      8.39367e+19            0.163224             0.0440137\n",
-       "floor                               7.95622e+19            0.154717             0.0417199\n",
-       "heat_fuel_cogeneration              6.28667e+19            0.122251             0.0329653\n",
-       "total_household_count_of_area_type  5.22819e+19            0.101668             0.027415\n",
-       "heat_fuel_gas                       4.35934e+19            0.0847717            0.022859\n",
-       "bathroom_count                      4.25765e+19            0.0827943            0.0223257\n",
-       "heat_type_district                  3.51949e+19            0.0684402            0.0184551\n",
-       "heat_type_individual                3.42254e+19            0.0665547            0.0179467\n",
-       "front_door_structure_stairway       2.44997e+19            0.0476421            0.0128468\n",
-       "room_count                          2.00222e+19            0.0389353            0.010499\n",
-       "front_door_structure_mixed          1.07036e+19            0.0208142            0.00561261\n",
-       "heat_type_central                   7.37055e+18            0.0143328            0.00386488\n",
-       "front_door_structure_corridor       5.96984e+18            0.011609             0.00313039"
+       "supply_area                         1.43675e+21            1                    0.274583\n",
+       "city                                9.70253e+20            0.675312             0.185429\n",
+       "exclusive_use_area                  8.88728e+20            0.61857              0.169849\n",
+       "heat_fuel_cogeneration              4.30439e+20            0.299593             0.0822631\n",
+       "total_parking_capacity_in_site      3.21312e+20            0.223638             0.0614073\n",
+       "apartment_building_count_in_sites   2.52033e+20            0.175419             0.0481672\n",
+       "total_household_count_in_sites      2.42844e+20            0.169023             0.046411\n",
+       "total_household_count_of_area_type  1.88631e+20            0.13129              0.0360501\n",
+       "floor                               1.27564e+20            0.0887865            0.0243793\n",
+       "heat_fuel_gas                       1.07953e+20            0.0751368            0.0206313\n",
+       "heat_type_district                  8.24953e+19            0.0574181            0.015766\n",
+       "heat_type_individual                7.38381e+19            0.0513925            0.0141115\n",
+       "room_count                          3.4526e+19             0.0240307            0.00659842\n",
+       "bathroom_count                      2.79936e+19            0.019484             0.00534999\n",
+       "front_door_structure_stairway       2.40376e+19            0.0167306            0.00459393\n",
+       "heat_type_central                   1.18344e+19            0.00823693           0.00226172\n",
+       "front_door_structure_corridor       1.06301e+19            0.00739876           0.00203157\n",
+       "front_door_structure_mixed          6.09123e+17            0.00042396           0.000116412"
       ]
      },
      "metadata": {},
@@ -6094,26 +7166,50 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 33,
+     "execution_count": 194,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "bestModel_2000 = get_BestModel(board_csv)\n",
+    "bestModel_2000= get_BestModel(board_csv)\n",
     "bestModel_2000"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 195,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/CzanFF2000/bestModel/XGBoost_grid_1_AutoML_20190425_061247_model_5'"
+      ]
+     },
+     "execution_count": 195,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "my_path = run_path + '/bestModel'\n",
+    "h2o.save_model(model=bestModel_2000, \n",
+    "                      path = my_path, \n",
+    "                     # force=True\n",
+    "                     )\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 196,
    "metadata": {
-    "scrolled": true
+    "scrolled": false
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 1008x720 with 1 Axes>"
       ]
@@ -6130,12 +7226,352 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 197,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'xgboost'"
+      ]
+     },
+     "execution_count": 197,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "bestModel_2000.algo"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 198,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "meta_data['mod_best']=bestModel_2000._id\n",
+    "meta_data['mod_best_algo']=bestModel_2000.algo\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 199,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0          XGBoost_grid_1_AutoML_20190425_061247_model_5\n",
+       "1          XGBoost_grid_1_AutoML_20190425_054218_model_6\n",
+       "2                           GBM_1_AutoML_20190425_061247\n",
+       "3          XGBoost_grid_1_AutoML_20190425_034434_model_5\n",
+       "4          XGBoost_grid_1_AutoML_20190425_061247_model_2\n",
+       "5          XGBoost_grid_1_AutoML_20190425_054218_model_7\n",
+       "6          XGBoost_grid_1_AutoML_20190425_040839_model_7\n",
+       "7                           GBM_1_AutoML_20190425_031629\n",
+       "8              GBM_grid_1_AutoML_20190425_034434_model_4\n",
+       "9          XGBoost_grid_1_AutoML_20190425_044008_model_1\n",
+       "10         XGBoost_grid_1_AutoML_20190425_061247_model_7\n",
+       "11                      XGBoost_1_AutoML_20190425_044008\n",
+       "12                          GBM_1_AutoML_20190425_044008\n",
+       "13                      XGBoost_1_AutoML_20190425_054218\n",
+       "14                      XGBoost_1_AutoML_20190425_031629\n",
+       "15         XGBoost_grid_1_AutoML_20190425_061247_model_6\n",
+       "16         XGBoost_grid_1_AutoML_20190425_044008_model_4\n",
+       "17         XGBoost_grid_1_AutoML_20190425_040839_model_5\n",
+       "18         XGBoost_grid_1_AutoML_20190425_040839_model_6\n",
+       "19             GBM_grid_1_AutoML_20190425_044008_model_7\n",
+       "20         XGBoost_grid_1_AutoML_20190425_061247_model_4\n",
+       "21         XGBoost_grid_1_AutoML_20190425_054218_model_9\n",
+       "22                      XGBoost_1_AutoML_20190425_040839\n",
+       "23                      XGBoost_2_AutoML_20190425_061247\n",
+       "24                      XGBoost_1_AutoML_20190425_061247\n",
+       "25                          GBM_1_AutoML_20190425_050348\n",
+       "26         XGBoost_grid_1_AutoML_20190425_054218_model_8\n",
+       "27            GBM_grid_1_AutoML_20190425_050348_model_17\n",
+       "28        XGBoost_grid_1_AutoML_20190425_054218_model_12\n",
+       "29         XGBoost_grid_1_AutoML_20190425_050348_model_5\n",
+       "                             ...                        \n",
+       "349        XGBoost_grid_1_AutoML_20190425_034434_model_8\n",
+       "350           GBM_grid_1_AutoML_20190425_061247_model_26\n",
+       "351           GBM_grid_1_AutoML_20190425_054218_model_30\n",
+       "352           GBM_grid_1_AutoML_20190425_054218_model_29\n",
+       "353           GBM_grid_1_AutoML_20190425_044008_model_29\n",
+       "354            GBM_grid_1_AutoML_20190425_031629_model_4\n",
+       "355           GBM_grid_1_AutoML_20190425_061247_model_18\n",
+       "356           GBM_grid_1_AutoML_20190425_061247_model_13\n",
+       "357            GBM_grid_1_AutoML_20190425_054218_model_4\n",
+       "358           GBM_grid_1_AutoML_20190425_061247_model_35\n",
+       "359           GBM_grid_1_AutoML_20190425_061247_model_36\n",
+       "360           GBM_grid_1_AutoML_20190425_061247_model_37\n",
+       "361           GBM_grid_1_AutoML_20190425_040839_model_34\n",
+       "362           GBM_grid_1_AutoML_20190425_050348_model_32\n",
+       "363     StackedEnsemble_AllModels_AutoML_20190425_031629\n",
+       "364    StackedEnsemble_BestOfFamily_AutoML_20190425_0...\n",
+       "365            GLM_grid_1_AutoML_20190425_044008_model_1\n",
+       "366            GLM_grid_1_AutoML_20190425_034434_model_1\n",
+       "367            GLM_grid_1_AutoML_20190425_061247_model_1\n",
+       "368            GLM_grid_1_AutoML_20190425_031629_model_1\n",
+       "369            GLM_grid_1_AutoML_20190425_054218_model_1\n",
+       "370            GLM_grid_1_AutoML_20190425_050348_model_1\n",
+       "371            GLM_grid_1_AutoML_20190425_040839_model_1\n",
+       "372        XGBoost_grid_1_AutoML_20190425_034434_model_2\n",
+       "373       XGBoost_grid_1_AutoML_20190425_061247_model_11\n",
+       "374       XGBoost_grid_1_AutoML_20190425_061247_model_15\n",
+       "375        XGBoost_grid_1_AutoML_20190425_044008_model_2\n",
+       "376       XGBoost_grid_1_AutoML_20190425_054218_model_11\n",
+       "377        XGBoost_grid_1_AutoML_20190425_054218_model_2\n",
+       "378        XGBoost_grid_1_AutoML_20190425_044008_model_8\n",
+       "Name: model_id, Length: 379, dtype: object"
+      ]
+     },
+     "execution_count": 199,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "aml_leaderboard_df=leaderBoard.as_data_frame()\n",
+    "model_set=aml_leaderboard_df['model_id']\n",
+    "model_set"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 202,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "DL = [ 263, 264, 253, 256, 243, 247, 260, 307, 269, 281, 284, 291, 293, 236, 305, 255, 322, 239, 279, 304, 268, 309, 315, 266, 312, 238, 308, 289, 306, 257, 280, 245, 276, 242, 275, 283, 334, 311, 194, 235, 278, 316, 318, 313, 265, 319, 303, 271, 301, 299, 326, 332, 330, 310,]\n",
+    "DRF = [85, 97, 78, 143, 129, 158, 84,]\n",
+    "GBM=[ 7, 32, 52, 12, 25, 48, 2, 100, 102, 108, 118, 116, 130, 93, 111, 115, 104, 99, 82, 109, 110, 73, 54, 94, 89, 67, 72, 105, 219, 226, 233, 229, 228, 232, 224, 98, 287, 92, 354, 340, 209, 323, 177, 339, 8, 173, 294, 296, 217, 251, 241, 206, 184, 90, 272, 122, 267, 61, 40, 168, 180, 345, 63, 331, 117, 295, 237, 113, 169, 133, 262, 324, 147, 249, 240, 361, 69, 285, 170, 148, 213, 203, 119, 274, 201, 60, 234, 221, 321, 193, 210, 154, 248, 225, 182, 292, 185, 70, 161, 172, 198, 335, 297, 353, 212, 320, 341, 214, 246, 186, 19, 167, 156, 222, 171, 95, 207, 314, 175, 176, 134, 27, 107, 187, 166, 227, 343, 197, 200, 231, 208, 218, 254, 347, 46, 144, 179, 333, 362, 348, 114, 244, 58, 150, 165, 220, 204, 162, 258, 112, 290, 252, 77, 80, 337, 126, 259, 195, 338, 191, 131, 250, 199, 50, 216, 352, 86, 351, 357, 189, 282, 55, 336, 178, 202, 342, 164, 288, 356, 181, 300, 192, 196, 355, 151, 49, 211, 138, 327, 153, 145, 350, 215, 223, 125, 190, 325, 328, 346, 344, 298, 358, 359, 360, 188, 174, 87, 277, 261, 137,]\n",
+    "GLM = [368, 366, 371, 365, 370, 369, 367, ]\n",
+    "XGB = [14, 34, 22, 11, 36, 13, 24, 57, 37, 56, 71, 62, 35, 23, 163, 159, 155, 149, 160, 152, 157, 53, 66, 39, 372, 31, 51, 3, 127, 123, 349, 41, 141, 146, 91, 17, 18, 6, 230, 9, 375, 45, 16, 88, 142, 302, 378, 42, 59, 183, 96, 139, 205, 136, 68, 76, 38, 29, 81, 106, 121, 132, 47, 64, 376, 28, 30, 329, 377, 317, 83, 101, 1, 5, 26, 21, 270, 43, 373, 65, 286, 44, 374, 273, 4, 75, 20, 0, 15, 10, 33,103,]\n",
+    "XRT = [74, 79, 120, 124, 128, 135, 140,]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 203,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HP done\n",
+      "---   hyperparameter  existed ---\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n",
+      "HP done\n",
+      "HP_to_csv done\n"
+     ]
+    }
+   ],
+   "source": [
+    "DL = get_DL_params(board_csv, DL, 'DL')\n",
+    "XGB = get_XG_params(board_csv, XGB, 'XGB')\n",
+    "DRF = get_DRF_params(board_csv, DRF, 'DRF')\n",
+    "GBM = get_GBM_params(board_csv, GBM, 'GBM')\n",
+    "XRT = get_XRT_params(board_csv, XRT, 'XRT')\n",
+    "GLM = get_GLM_params(board_csv, GLM, 'GLM')        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 204,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['XGBoost_grid_1_AutoML_20190425_061247_model_5',\n",
+       " 'GBM_1_AutoML_20190425_061247',\n",
+       " 'XRT_1_AutoML_20190425_031629',\n",
+       " 'DRF_1_AutoML_20190425_040839',\n",
+       " 'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n",
+       " 'StackedEnsemble_AllModels_AutoML_20190425_031629']"
+      ]
+     },
+     "execution_count": 204,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# best model of each type\n",
+    "best_model_set = [0,2,74,78,194,363,]\n",
+    "best_sets_2000 = get_best_models(best_model_set, model_set)\n",
+    "meta_data['models']=best_sets_2000\n",
+    "best_sets_2000\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 205,
    "metadata": {},
    "outputs": [],
+   "source": [
+    "# Update and save meta data\n",
+    "\n",
+    "meta_data['end_time'] = time.time()\n",
+    "meta_data['execution_time'] = meta_data['end_time'] - meta_data['start_time']\n",
+    "  \n",
+    "n=run_id+'_meta_data.json'\n",
+    "dict_to_json(meta_data,n)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 206,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'start_time': 1556187167.476568,\n",
+       " 'target': 'transaction_real_price',\n",
+       " 'server_path': '/Users/bonnie/6105/project/DS/project/results',\n",
+       " 'data_path': '/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv',\n",
+       " 'test_path': None,\n",
+       " 'max_models': 9,\n",
+       " 'run_time': 2000,\n",
+       " 'run_id': 'CzanFF2000',\n",
+       " 'scale': False,\n",
+       " 'classification': False,\n",
+       " 'model_path': None,\n",
+       " 'balance': False,\n",
+       " 'balance_threshold': 0.2,\n",
+       " 'project': None,\n",
+       " 'end_time': 1556189506.807585,\n",
+       " 'execution_time': 2339.3310170173645,\n",
+       " 'run_path': '/Users/bonnie/6105/project/DS/project/results/CzanFF2000',\n",
+       " 'nthreads': 1,\n",
+       " 'min_mem_size': 1,\n",
+       " 'analysis': 0,\n",
+       " 'X': ['city',\n",
+       "  'exclusive_use_area',\n",
+       "  'floor',\n",
+       "  'total_parking_capacity_in_site',\n",
+       "  'total_household_count_in_sites',\n",
+       "  'apartment_building_count_in_sites',\n",
+       "  'supply_area',\n",
+       "  'total_household_count_of_area_type',\n",
+       "  'room_count',\n",
+       "  'bathroom_count',\n",
+       "  'heat_fuel_cogeneration',\n",
+       "  'heat_fuel_gas',\n",
+       "  'heat_type_central',\n",
+       "  'heat_type_district',\n",
+       "  'heat_type_individual',\n",
+       "  'front_door_structure_corridor',\n",
+       "  'front_door_structure_mixed',\n",
+       "  'front_door_structure_stairway'],\n",
+       " 'variables': {'transaction_real_price': 'int',\n",
+       "  'city': 'int',\n",
+       "  'exclusive_use_area': 'real',\n",
+       "  'floor': 'int',\n",
+       "  'total_parking_capacity_in_site': 'int',\n",
+       "  'total_household_count_in_sites': 'int',\n",
+       "  'apartment_building_count_in_sites': 'int',\n",
+       "  'supply_area': 'real',\n",
+       "  'total_household_count_of_area_type': 'int',\n",
+       "  'room_count': 'int',\n",
+       "  'bathroom_count': 'int',\n",
+       "  'heat_fuel_cogeneration': 'int',\n",
+       "  'heat_fuel_gas': 'int',\n",
+       "  'heat_type_central': 'int',\n",
+       "  'heat_type_district': 'int',\n",
+       "  'heat_type_individual': 'int',\n",
+       "  'front_door_structure_corridor': 'int',\n",
+       "  'front_door_structure_mixed': 'int',\n",
+       "  'front_door_structure_stairway': 'int'},\n",
+       " 'model_execution_time_sec': 1797.248456954956,\n",
+       " 'model_execution_time': 1797.248547077179,\n",
+       " 'mod_best': 'XGBoost_grid_1_AutoML_20190425_061247_model_5',\n",
+       " 'mod_best_algo': 'xgboost',\n",
+       " 'models': ['XGBoost_grid_1_AutoML_20190425_061247_model_5',\n",
+       "  'GBM_1_AutoML_20190425_061247',\n",
+       "  'XRT_1_AutoML_20190425_031629',\n",
+       "  'DRF_1_AutoML_20190425_040839',\n",
+       "  'DeepLearning_grid_1_AutoML_20190425_054218_model_1',\n",
+       "  'StackedEnsemble_AllModels_AutoML_20190425_031629']}"
+      ]
+     },
+     "execution_count": 206,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "meta_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 207,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Writing H2O logs to /Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "'/Users/bonnie/6105/project/DS/project/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip'"
+      ]
+     },
+     "execution_count": 207,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Save logs\n",
+    "h2o.download_all_logs(dirname=logs_path, filename=logfile)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 208,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "H2O session _sid_b242 closed.\n"
+     ]
+    }
+   ],
    "source": [
     "h2o.cluster().shutdown()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/DS/H2O_CleanData.ipynb b/DS/H2O_CleanData.ipynb
index 21f231b..fa48db2 100644
--- a/DS/H2O_CleanData.ipynb
+++ b/DS/H2O_CleanData.ipynb
@@ -2,19 +2,21 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
     "import pandas as pd\n",
     "\n",
-    "df=pd.read_csv(\"data/trainPrice.csv\", decimal = ',')"
+    "df=pd.read_csv(\"trainPrice.csv\", decimal = ',')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
+   "execution_count": 35,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "data": {
@@ -56,515 +58,515 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
+       "      <td>84.09</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
+       "      <td>80000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>57.06</td>\n",
+       "      <td>3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>130</td>\n",
        "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>63.54</td>\n",
+       "      <td>40</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
+       "      <td>59.9</td>\n",
        "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
-       "      <td>central</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>214540000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>117.27</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
+       "      <td>central</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>247000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.87</td>\n",
-       "      <td>15</td>\n",
-       "      <td>505.0</td>\n",
-       "      <td>700</td>\n",
-       "      <td>7</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>78.09</td>\n",
-       "      <td>87</td>\n",
+       "      <td>150000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
+       "      <td>200000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>63.38</td>\n",
+       "      <td>8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>489</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
+       "      <td>77.34</td>\n",
+       "      <td>145</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
+       "      <th>21</th>\n",
+       "      <td>184000000</td>\n",
        "      <td>0</td>\n",
        "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
        "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <th>22</th>\n",
+       "      <td>395000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
-       "      <td>19</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>94000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>46.32</td>\n",
-       "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1110</td>\n",
+       "      <td>114.99</td>\n",
        "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>64.9</td>\n",
-       "      <td>1110</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
+       "      <th>23</th>\n",
+       "      <td>151000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>108.2848</td>\n",
        "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>central</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>1</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <th>24</th>\n",
+       "      <td>460000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
        "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>5</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>127.18</td>\n",
+       "      <td>19</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
+       "      <th>25</th>\n",
+       "      <td>224000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
        "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
+       "      <th>26</th>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
+       "      <td>59.26</td>\n",
+       "      <td>5</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
+       "      <th>28</th>\n",
+       "      <td>275000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
+       "      <td>72.2358</td>\n",
        "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>...</th>\n",
        "      <td>...</td>\n",
        "      <td>...</td>\n",
@@ -582,847 +584,847 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
+       "      <th>7977</th>\n",
+       "      <td>320000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>45.77</td>\n",
        "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>750</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>64.11</td>\n",
+       "      <td>224</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>95.59</td>\n",
+       "      <td>1</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>108.64</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>-</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>77.68</td>\n",
+       "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <td>84.98</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4789</th>\n",
-       "      <td>76550000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>56.9704</td>\n",
-       "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>564</td>\n",
-       "      <td>5</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>564</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
-       "      <td>8</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
+       "      <td>59.97</td>\n",
+       "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>16</td>\n",
+       "      <td>district</td>\n",
+       "      <td>gas</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>4</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
        "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>134.8</td>\n",
+       "      <td>56</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
        "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
-       "      <td>7</td>\n",
+       "      <td>84.87</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.79</td>\n",
-       "      <td>56</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4804 rows × 14 columns</p>\n",
+       "<p>8007 rows × 14 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "14                 247000000     1               59.87     15   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "24                  94000000     0               46.32      4   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4789                76550000     0             56.9704      4   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "9                   80000000     0              57.06      3   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "20                 200000000     1              63.38      8   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7977               320000000     1              45.77      9   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "14                            505.0                             700   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "9                               NaN                             130   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "24                              NaN                            1110   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "20                              NaN                             489   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
        "...                             ...                             ...   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4789                            NaN                             564   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7977                            NaN                             750   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                    15  individual           gas   \n",
-       "1                                    65    district  cogeneration   \n",
-       "2                                     4  individual           gas   \n",
-       "3                                     6  individual           gas   \n",
-       "4                                    30    district  cogeneration   \n",
-       "5                                     1  individual           gas   \n",
-       "6                                    22  individual           gas   \n",
-       "7                                     1  individual           gas   \n",
-       "8                                    22  individual           gas   \n",
+       "0                                     8  individual           gas   \n",
+       "1                                    11  individual           gas   \n",
+       "2                                     3  individual           gas   \n",
+       "3                                    13  individual           gas   \n",
+       "4                                    19    district  cogeneration   \n",
+       "5                                    36    district  cogeneration   \n",
+       "6                                     2  individual           gas   \n",
+       "7                                   122    district  cogeneration   \n",
+       "8                                    28  individual           gas   \n",
        "9                                     2  individual           gas   \n",
-       "10                                    2     central           gas   \n",
-       "11                                    5    district  cogeneration   \n",
-       "12                                   16  individual           gas   \n",
-       "13                                    3  individual           gas   \n",
-       "14                                    7    district  cogeneration   \n",
-       "15                                   10  individual           gas   \n",
+       "10                                   27  individual           gas   \n",
+       "11                                   11    district  cogeneration   \n",
+       "12                                   17     central           gas   \n",
+       "13                                   35  individual           gas   \n",
+       "14                                    5  individual           gas   \n",
+       "15                                    2  individual           gas   \n",
        "16                                   21  individual           gas   \n",
-       "17                                   10    district           gas   \n",
-       "18                                    8     central           gas   \n",
-       "19                                    7  individual           gas   \n",
-       "20                                    2    district  cogeneration   \n",
-       "21                                  124  individual           gas   \n",
-       "22                                   12    district  cogeneration   \n",
-       "23                                   19    district  cogeneration   \n",
-       "24                                   10  individual           gas   \n",
-       "25                                   13     central           gas   \n",
-       "26                                    5  individual           gas   \n",
-       "27                                    2  individual           gas   \n",
-       "28                                   11  individual           gas   \n",
-       "29                                   10  individual           gas   \n",
+       "17                                    3  individual           gas   \n",
+       "18                                    4  individual           gas   \n",
+       "19                                    8  individual           gas   \n",
+       "20                                    4  individual           gas   \n",
+       "21                                   13  individual           gas   \n",
+       "22                                   11  individual           gas   \n",
+       "23                                    1  individual           gas   \n",
+       "24                                    4  individual           gas   \n",
+       "25                                    2  individual           gas   \n",
+       "26                                   14    district  cogeneration   \n",
+       "27                                   21  individual           gas   \n",
+       "28                                   30  individual           gas   \n",
+       "29                                    6    district  cogeneration   \n",
        "...                                 ...         ...           ...   \n",
-       "4774                                  9  individual           gas   \n",
-       "4775                                 51    district  cogeneration   \n",
-       "4776                                 21  individual           gas   \n",
-       "4777                                  2  individual           gas   \n",
-       "4778                                  9  individual           gas   \n",
-       "4779                                 13  individual           gas   \n",
-       "4780                                  8  individual           gas   \n",
-       "4781                                  9  individual           gas   \n",
-       "4782                                  2  individual           gas   \n",
-       "4783                                  3  individual           gas   \n",
-       "4784                                  7  individual           gas   \n",
-       "4785                                124  individual           gas   \n",
-       "4786                                  3  individual           gas   \n",
-       "4787                                  9  individual           gas   \n",
-       "4788                                  2  individual           gas   \n",
-       "4789                                  5  individual           gas   \n",
-       "4790                                 18  individual           gas   \n",
-       "4791                                  8  individual           gas   \n",
-       "4792                                 13  individual           gas   \n",
-       "4793                                  6  individual           gas   \n",
-       "4794                                 32  individual           gas   \n",
-       "4795                                  4  individual           gas   \n",
-       "4796                                 15  individual           gas   \n",
-       "4797                                 11  individual           gas   \n",
-       "4798                                 15  individual           gas   \n",
-       "4799                                 25  individual           gas   \n",
-       "4800                                  2    district  cogeneration   \n",
-       "4801                                  7  individual           gas   \n",
-       "4802                                 18    district  cogeneration   \n",
-       "4803                                 10    district  cogeneration   \n",
+       "7977                                  6    district  cogeneration   \n",
+       "7978                                 18    district  cogeneration   \n",
+       "7979                                  1  individual           gas   \n",
+       "7980                                 14  individual           gas   \n",
+       "7981                                  3  individual           gas   \n",
+       "7982                                  4  individual             -   \n",
+       "7983                                 26    district  cogeneration   \n",
+       "7984                                 14  individual           gas   \n",
+       "7985                                  4  individual           gas   \n",
+       "7986                                 11  individual           gas   \n",
+       "7987                                  3  individual           gas   \n",
+       "7988                                 24  individual           gas   \n",
+       "7989                                  1    district  cogeneration   \n",
+       "7990                                  1  individual           gas   \n",
+       "7991                                  3  individual           gas   \n",
+       "7992                                  3  individual           gas   \n",
+       "7993                                 15  individual           gas   \n",
+       "7994                                 10    district  cogeneration   \n",
+       "7995                                  3  individual           gas   \n",
+       "7996                                 65    district  cogeneration   \n",
+       "7997                                  4  individual           gas   \n",
+       "7998                                 16    district           gas   \n",
+       "7999                                  9  individual           gas   \n",
+       "8000                                  2  individual           gas   \n",
+       "8001                                 15  individual           gas   \n",
+       "8002                                 14    district  cogeneration   \n",
+       "8003                                  6  individual           gas   \n",
+       "8004                                  4  individual           gas   \n",
+       "8005                                  6  individual           gas   \n",
+       "8006                                 35  individual           gas   \n",
        "\n",
        "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                stairway      104.75                                 958   \n",
-       "1                stairway      109.35                                 828   \n",
-       "2                stairway       198.7                                 154   \n",
-       "3                stairway      109.81                                  78   \n",
-       "4                corridor      112.39                                1170   \n",
-       "5                stairway      125.62                                 164   \n",
-       "6                stairway       76.62                                 176   \n",
-       "7                stairway      111.28                                  60   \n",
-       "8                stairway       81.54                                 256   \n",
-       "9                stairway      108.79                                 108   \n",
-       "10               stairway      244.63                                  62   \n",
-       "11               stairway      116.84                                  34   \n",
-       "12               stairway      162.74                                 182   \n",
-       "13               stairway      147.52                                   2   \n",
-       "14                    NaN       78.09                                  87   \n",
-       "15               corridor       76.88                                 538   \n",
-       "16               stairway      110.76                                 816   \n",
-       "17               stairway       85.02                                  76   \n",
-       "18               corridor       74.27                                 228   \n",
-       "19               stairway      107.51                                 409   \n",
-       "20               stairway      106.34                                 120   \n",
-       "21               stairway        59.5                                  65   \n",
-       "22               stairway      106.79                                 224   \n",
-       "23               corridor       85.12                                 895   \n",
-       "24               stairway        64.9                                1110   \n",
-       "25               stairway      100.04                                 270   \n",
-       "26               stairway      109.66                                  15   \n",
-       "27               stairway      155.92                                 112   \n",
-       "28               stairway       85.43                                 213   \n",
-       "29               stairway      201.31                                  48   \n",
+       "0                corridor       88.51                                  20   \n",
+       "1                stairway       85.37                                 168   \n",
+       "2                stairway       80.44                                 598   \n",
+       "3                stairway      102.69                                 628   \n",
+       "4                corridor       85.12                                 895   \n",
+       "5                corridor      143.81                                 102   \n",
+       "6                stairway      107.32                                  54   \n",
+       "7                stairway      161.98                                  76   \n",
+       "8                stairway      105.32                                 394   \n",
+       "9                stairway       63.54                                  40   \n",
+       "10               stairway       82.54                                 384   \n",
+       "11               stairway      155.05                                 187   \n",
+       "12               stairway      153.13                                 214   \n",
+       "13               stairway      107.48                                 850   \n",
+       "14               stairway       79.55                                 160   \n",
+       "15               stairway      155.01                                  70   \n",
+       "16               corridor       78.18                                 753   \n",
+       "17               stairway      156.57                                  86   \n",
+       "18               stairway      107.13                                  85   \n",
+       "19               stairway      143.48                                 190   \n",
+       "20               stairway       77.34                                 145   \n",
+       "21               stairway      106.95                                 300   \n",
+       "22               stairway      143.66                                 296   \n",
+       "23               stairway       139.1                                   9   \n",
+       "24               stairway      127.18                                  19   \n",
+       "25               corridor      107.93                                 167   \n",
+       "26               corridor       83.26                                 447   \n",
+       "27               stairway      132.88                                 278   \n",
+       "28               stairway       95.84                                  49   \n",
+       "29               stairway       88.59                                  78   \n",
        "...                   ...         ...                                 ...   \n",
-       "4774             corridor       78.49                                  96   \n",
-       "4775             stairway      109.64                                 133   \n",
-       "4776             stairway       80.97                                 114   \n",
-       "4777             stairway       159.2                                  48   \n",
-       "4778             stairway      128.83                                  87   \n",
-       "4779             stairway      110.48                                 160   \n",
-       "4780             corridor       65.69                                  42   \n",
-       "4781             stairway       78.51                                   7   \n",
-       "4782             stairway       77.35                                  54   \n",
-       "4783             corridor       76.44                                 209   \n",
-       "4784             stairway      112.66                                 314   \n",
-       "4785             stairway        59.5                                  65   \n",
-       "4786             stairway       93.51                                  72   \n",
-       "4787             stairway      109.81                                  71   \n",
-       "4788             stairway      108.05                                  22   \n",
-       "4789             stairway       81.54                                 564   \n",
-       "4790             stairway       82.61                                 156   \n",
-       "4791             stairway      103.41                                 163   \n",
-       "4792             corridor       88.78                                 557   \n",
-       "4793             corridor       81.97                                 177   \n",
-       "4794             stairway      113.67                                 876   \n",
-       "4795             stairway      106.74                                 186   \n",
-       "4796             stairway      104.75                                 958   \n",
-       "4797             stairway      108.63                                 154   \n",
-       "4798             stairway      111.48                                  46   \n",
-       "4799                mixed      109.57                                 280   \n",
-       "4800             stairway       91.48                                 340   \n",
-       "4801             stairway      134.04                                 108   \n",
-       "4802             stairway      105.79                                  56   \n",
-       "4803             corridor       56.91                                 626   \n",
+       "7977             corridor       64.11                                 224   \n",
+       "7978             corridor       81.14                                 386   \n",
+       "7979             stairway       95.59                                   1   \n",
+       "7980             stairway      113.65                                 772   \n",
+       "7981             stairway      108.64                                  87   \n",
+       "7982             stairway       77.68                                  87   \n",
+       "7983             stairway       58.24                                  70   \n",
+       "7984             stairway      108.76                                 180   \n",
+       "7985             stairway      109.15                                 106   \n",
+       "7986             stairway      109.36                                 441   \n",
+       "7987             stairway      113.91                                  14   \n",
+       "7988             stairway       80.72                                 200   \n",
+       "7989             corridor       77.96                                  39   \n",
+       "7990             stairway       104.7                                 111   \n",
+       "7991             corridor       83.31                                 184   \n",
+       "7992             stairway      105.22                                 115   \n",
+       "7993             stairway       95.15                                 240   \n",
+       "7994             stairway      108.52                                 173   \n",
+       "7995             stairway      108.16                                  41   \n",
+       "7996             stairway       42.28                                 500   \n",
+       "7997             stairway       80.55                                 128   \n",
+       "7998             corridor       72.73                                1268   \n",
+       "7999             corridor       83.46                                 558   \n",
+       "8000             corridor       67.28                                  90   \n",
+       "8001             corridor      106.77                                 445   \n",
+       "8002             corridor       71.07                                 743   \n",
+       "8003             corridor        82.4                                 956   \n",
+       "8004             stairway       134.8                                  56   \n",
+       "8005             stairway       80.38                                 200   \n",
+       "8006             stairway      104.58                                1034   \n",
        "\n",
        "     room_count bathroom_count  \n",
-       "0           3.0            2.0  \n",
-       "1           3.0            2.0  \n",
+       "0           3.0            1.0  \n",
+       "1           3.0            1.0  \n",
        "2           3.0            2.0  \n",
        "3           3.0            2.0  \n",
        "4           3.0            1.0  \n",
-       "5           3.0            2.0  \n",
-       "6           3.0            1.0  \n",
-       "7           3.0            2.0  \n",
+       "5           4.0            2.0  \n",
+       "6           3.0            2.0  \n",
+       "7           4.0            2.0  \n",
        "8           3.0            2.0  \n",
-       "9           3.0            2.0  \n",
-       "10          4.0            2.0  \n",
-       "11          3.0            2.0  \n",
+       "9           3.0            1.0  \n",
+       "10          3.0            1.0  \n",
+       "11          4.0            2.0  \n",
        "12          4.0            2.0  \n",
-       "13          4.0            2.0  \n",
+       "13          3.0            2.0  \n",
        "14          3.0            1.0  \n",
-       "15          2.0            1.0  \n",
+       "15          4.0            2.0  \n",
        "16          3.0            2.0  \n",
-       "17          3.0            2.0  \n",
-       "18          2.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "20          3.0            2.0  \n",
-       "21          3.0            1.0  \n",
-       "22          3.0            2.0  \n",
-       "23          3.0            1.0  \n",
-       "24          3.0            1.0  \n",
+       "17          4.0            2.0  \n",
+       "18          3.0            2.0  \n",
+       "19          4.0            2.0  \n",
+       "20          3.0            1.0  \n",
+       "21          3.0            2.0  \n",
+       "22          4.0            2.0  \n",
+       "23          3.0            2.0  \n",
+       "24          4.0            2.0  \n",
        "25          3.0            1.0  \n",
-       "26          3.0            2.0  \n",
-       "27          3.0            2.0  \n",
+       "26          3.0            1.0  \n",
+       "27          4.0            2.0  \n",
        "28          3.0            2.0  \n",
-       "29          4.0            2.0  \n",
+       "29          3.0            1.0  \n",
        "...         ...            ...  \n",
-       "4774        1.0            1.0  \n",
-       "4775        3.0            2.0  \n",
-       "4776        3.0            2.0  \n",
-       "4777        4.0            2.0  \n",
-       "4778        3.0            2.0  \n",
-       "4779        3.0            2.0  \n",
-       "4780        2.0            1.0  \n",
-       "4781        3.0            2.0  \n",
-       "4782        3.0            2.0  \n",
-       "4783        3.0            1.0  \n",
-       "4784        3.0            2.0  \n",
-       "4785        3.0            1.0  \n",
-       "4786        3.0            2.0  \n",
-       "4787        3.0            2.0  \n",
-       "4788        3.0            2.0  \n",
-       "4789        3.0            1.0  \n",
-       "4790        3.0            2.0  \n",
-       "4791        3.0            2.0  \n",
-       "4792        3.0            1.0  \n",
-       "4793        3.0            1.0  \n",
-       "4794        3.0            2.0  \n",
-       "4795        3.0            2.0  \n",
-       "4796        3.0            2.0  \n",
-       "4797        3.0            2.0  \n",
-       "4798        3.0            2.0  \n",
-       "4799        3.0            2.0  \n",
-       "4800        3.0            1.0  \n",
-       "4801        3.0            2.0  \n",
-       "4802        3.0            2.0  \n",
-       "4803        2.0            1.0  \n",
-       "\n",
-       "[4804 rows x 14 columns]"
+       "7977        2.0            1.0  \n",
+       "7978        3.0            1.0  \n",
+       "7979        3.0            2.0  \n",
+       "7980        3.0            2.0  \n",
+       "7981        3.0            2.0  \n",
+       "7982        3.0            2.0  \n",
+       "7983        3.0            1.0  \n",
+       "7984        3.0            2.0  \n",
+       "7985        3.0            2.0  \n",
+       "7986        3.0            2.0  \n",
+       "7987        3.0            2.0  \n",
+       "7988        2.0            1.0  \n",
+       "7989        1.0            1.0  \n",
+       "7990        3.0            2.0  \n",
+       "7991        3.0            1.0  \n",
+       "7992        3.0            2.0  \n",
+       "7993        3.0            1.0  \n",
+       "7994        3.0            2.0  \n",
+       "7995        3.0            2.0  \n",
+       "7996        1.0            1.0  \n",
+       "7997        3.0            1.0  \n",
+       "7998        3.0            1.0  \n",
+       "7999        3.0            1.0  \n",
+       "8000        2.0            1.0  \n",
+       "8001        3.0            2.0  \n",
+       "8002        3.0            1.0  \n",
+       "8003        3.0            1.0  \n",
+       "8004        4.0            2.0  \n",
+       "8005        3.0            1.0  \n",
+       "8006        3.0            2.0  \n",
+       "\n",
+       "[8007 rows x 14 columns]"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 35,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "## Show all the data we import in DataFrame\n",
-    "df = df.sample(frac=0.003).reset_index(drop=True)\n",
+    "df = df.sample(frac=0.005).reset_index(drop=True)\n",
     "\n",
     "col_n = ['transaction_real_price', 'city', 'exclusive_use_area','floor','total_parking_capacity_in_site',\n",
     "         'total_household_count_in_sites','apartment_building_count_in_sites','heat_type','heat_fuel',\n",
@@ -1436,7 +1438,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1467,7 +1469,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [
     {
@@ -1510,513 +1512,513 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
+       "      <td>84.09</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
+       "      <td>80000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>57.06</td>\n",
+       "      <td>3</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>130</td>\n",
        "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>63.54</td>\n",
+       "      <td>40</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
+       "      <td>59.9</td>\n",
        "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
-       "      <td>central</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>214540000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>117.27</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
+       "      <td>central</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>247000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.87</td>\n",
-       "      <td>15</td>\n",
-       "      <td>505.0</td>\n",
-       "      <td>700</td>\n",
-       "      <td>7</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>78.09</td>\n",
-       "      <td>87</td>\n",
+       "      <td>150000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
+       "      <td>200000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>63.38</td>\n",
+       "      <td>8</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>489</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
+       "      <td>77.34</td>\n",
+       "      <td>145</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>184000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>13</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.962</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>395000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>114.99</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <td>151000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>108.2848</td>\n",
+       "      <td>9</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
-       "      <td>19</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>24</th>\n",
-       "      <td>94000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>46.32</td>\n",
+       "      <td>460000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
        "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1110</td>\n",
-       "      <td>10</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>64.9</td>\n",
-       "      <td>1110</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>127.18</td>\n",
+       "      <td>19</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
+       "      <td>224000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>central</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
+       "      <td>2</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
+       "      <td>59.26</td>\n",
        "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
-       "      <td>2</td>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
+       "      <td>275000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72.2358</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
-       "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -2036,840 +2038,840 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
+       "      <th>7977</th>\n",
+       "      <td>320000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>45.77</td>\n",
        "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>750</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>64.11</td>\n",
+       "      <td>224</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>95.59</td>\n",
+       "      <td>1</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>108.64</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>-</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>77.68</td>\n",
+       "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <td>84.98</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4789</th>\n",
-       "      <td>76550000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>56.9704</td>\n",
-       "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>564</td>\n",
-       "      <td>5</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>564</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
-       "      <td>8</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.97</td>\n",
+       "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
        "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>district</td>\n",
        "      <td>gas</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>4</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
        "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>134.8</td>\n",
+       "      <td>56</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
        "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
-       "      <td>7</td>\n",
+       "      <td>84.87</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.79</td>\n",
-       "      <td>56</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4804 rows × 14 columns</p>\n",
+       "<p>8007 rows × 14 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "14                 247000000     1               59.87     15   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "24                  94000000     0               46.32      4   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4789                76550000     0             56.9704      4   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "9                   80000000     0              57.06      3   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "20                 200000000     1              63.38      8   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7977               320000000     1              45.77      9   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "14                            505.0                             700   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "9                               NaN                             130   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "24                              NaN                            1110   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "20                              NaN                             489   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
        "...                             ...                             ...   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4789                            NaN                             564   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7977                            NaN                             750   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                    15  individual           gas   \n",
-       "1                                    65    district  cogeneration   \n",
-       "2                                     4  individual           gas   \n",
-       "3                                     6  individual           gas   \n",
-       "4                                    30    district  cogeneration   \n",
-       "5                                     1  individual           gas   \n",
-       "6                                    22  individual           gas   \n",
-       "7                                     1  individual           gas   \n",
-       "8                                    22  individual           gas   \n",
+       "0                                     8  individual           gas   \n",
+       "1                                    11  individual           gas   \n",
+       "2                                     3  individual           gas   \n",
+       "3                                    13  individual           gas   \n",
+       "4                                    19    district  cogeneration   \n",
+       "5                                    36    district  cogeneration   \n",
+       "6                                     2  individual           gas   \n",
+       "7                                   122    district  cogeneration   \n",
+       "8                                    28  individual           gas   \n",
        "9                                     2  individual           gas   \n",
-       "10                                    2     central           gas   \n",
-       "11                                    5    district  cogeneration   \n",
-       "12                                   16  individual           gas   \n",
-       "13                                    3  individual           gas   \n",
-       "14                                    7    district  cogeneration   \n",
-       "15                                   10  individual           gas   \n",
+       "10                                   27  individual           gas   \n",
+       "11                                   11    district  cogeneration   \n",
+       "12                                   17     central           gas   \n",
+       "13                                   35  individual           gas   \n",
+       "14                                    5  individual           gas   \n",
+       "15                                    2  individual           gas   \n",
        "16                                   21  individual           gas   \n",
-       "17                                   10    district           gas   \n",
-       "18                                    8     central           gas   \n",
-       "19                                    7  individual           gas   \n",
-       "20                                    2    district  cogeneration   \n",
-       "21                                  124  individual           gas   \n",
-       "22                                   12    district  cogeneration   \n",
-       "23                                   19    district  cogeneration   \n",
-       "24                                   10  individual           gas   \n",
-       "25                                   13     central           gas   \n",
-       "26                                    5  individual           gas   \n",
-       "27                                    2  individual           gas   \n",
-       "28                                   11  individual           gas   \n",
-       "29                                   10  individual           gas   \n",
+       "17                                    3  individual           gas   \n",
+       "18                                    4  individual           gas   \n",
+       "19                                    8  individual           gas   \n",
+       "20                                    4  individual           gas   \n",
+       "21                                   13  individual           gas   \n",
+       "22                                   11  individual           gas   \n",
+       "23                                    1  individual           gas   \n",
+       "24                                    4  individual           gas   \n",
+       "25                                    2  individual           gas   \n",
+       "26                                   14    district  cogeneration   \n",
+       "27                                   21  individual           gas   \n",
+       "28                                   30  individual           gas   \n",
+       "29                                    6    district  cogeneration   \n",
        "...                                 ...         ...           ...   \n",
-       "4774                                  9  individual           gas   \n",
-       "4775                                 51    district  cogeneration   \n",
-       "4776                                 21  individual           gas   \n",
-       "4777                                  2  individual           gas   \n",
-       "4778                                  9  individual           gas   \n",
-       "4779                                 13  individual           gas   \n",
-       "4780                                  8  individual           gas   \n",
-       "4781                                  9  individual           gas   \n",
-       "4782                                  2  individual           gas   \n",
-       "4783                                  3  individual           gas   \n",
-       "4784                                  7  individual           gas   \n",
-       "4785                                124  individual           gas   \n",
-       "4786                                  3  individual           gas   \n",
-       "4787                                  9  individual           gas   \n",
-       "4788                                  2  individual           gas   \n",
-       "4789                                  5  individual           gas   \n",
-       "4790                                 18  individual           gas   \n",
-       "4791                                  8  individual           gas   \n",
-       "4792                                 13  individual           gas   \n",
-       "4793                                  6  individual           gas   \n",
-       "4794                                 32  individual           gas   \n",
-       "4795                                  4  individual           gas   \n",
-       "4796                                 15  individual           gas   \n",
-       "4797                                 11  individual           gas   \n",
-       "4798                                 15  individual           gas   \n",
-       "4799                                 25  individual           gas   \n",
-       "4800                                  2    district  cogeneration   \n",
-       "4801                                  7  individual           gas   \n",
-       "4802                                 18    district  cogeneration   \n",
-       "4803                                 10    district  cogeneration   \n",
+       "7977                                  6    district  cogeneration   \n",
+       "7978                                 18    district  cogeneration   \n",
+       "7979                                  1  individual           gas   \n",
+       "7980                                 14  individual           gas   \n",
+       "7981                                  3  individual           gas   \n",
+       "7982                                  4  individual             -   \n",
+       "7983                                 26    district  cogeneration   \n",
+       "7984                                 14  individual           gas   \n",
+       "7985                                  4  individual           gas   \n",
+       "7986                                 11  individual           gas   \n",
+       "7987                                  3  individual           gas   \n",
+       "7988                                 24  individual           gas   \n",
+       "7989                                  1    district  cogeneration   \n",
+       "7990                                  1  individual           gas   \n",
+       "7991                                  3  individual           gas   \n",
+       "7992                                  3  individual           gas   \n",
+       "7993                                 15  individual           gas   \n",
+       "7994                                 10    district  cogeneration   \n",
+       "7995                                  3  individual           gas   \n",
+       "7996                                 65    district  cogeneration   \n",
+       "7997                                  4  individual           gas   \n",
+       "7998                                 16    district           gas   \n",
+       "7999                                  9  individual           gas   \n",
+       "8000                                  2  individual           gas   \n",
+       "8001                                 15  individual           gas   \n",
+       "8002                                 14    district  cogeneration   \n",
+       "8003                                  6  individual           gas   \n",
+       "8004                                  4  individual           gas   \n",
+       "8005                                  6  individual           gas   \n",
+       "8006                                 35  individual           gas   \n",
        "\n",
        "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                stairway      104.75                                 958   \n",
-       "1                stairway      109.35                                 828   \n",
-       "2                stairway       198.7                                 154   \n",
-       "3                stairway      109.81                                  78   \n",
-       "4                corridor      112.39                                1170   \n",
-       "5                stairway      125.62                                 164   \n",
-       "6                stairway       76.62                                 176   \n",
-       "7                stairway      111.28                                  60   \n",
-       "8                stairway       81.54                                 256   \n",
-       "9                stairway      108.79                                 108   \n",
-       "10               stairway      244.63                                  62   \n",
-       "11               stairway      116.84                                  34   \n",
-       "12               stairway      162.74                                 182   \n",
-       "13               stairway      147.52                                   2   \n",
-       "14                    NaN       78.09                                  87   \n",
-       "15               corridor       76.88                                 538   \n",
-       "16               stairway      110.76                                 816   \n",
-       "17               stairway       85.02                                  76   \n",
-       "18               corridor       74.27                                 228   \n",
-       "19               stairway      107.51                                 409   \n",
-       "20               stairway      106.34                                 120   \n",
-       "21               stairway        59.5                                  65   \n",
-       "22               stairway      106.79                                 224   \n",
-       "23               corridor       85.12                                 895   \n",
-       "24               stairway        64.9                                1110   \n",
-       "25               stairway      100.04                                 270   \n",
-       "26               stairway      109.66                                  15   \n",
-       "27               stairway      155.92                                 112   \n",
-       "28               stairway       85.43                                 213   \n",
-       "29               stairway      201.31                                  48   \n",
+       "0                corridor       88.51                                  20   \n",
+       "1                stairway       85.37                                 168   \n",
+       "2                stairway       80.44                                 598   \n",
+       "3                stairway      102.69                                 628   \n",
+       "4                corridor       85.12                                 895   \n",
+       "5                corridor      143.81                                 102   \n",
+       "6                stairway      107.32                                  54   \n",
+       "7                stairway      161.98                                  76   \n",
+       "8                stairway      105.32                                 394   \n",
+       "9                stairway       63.54                                  40   \n",
+       "10               stairway       82.54                                 384   \n",
+       "11               stairway      155.05                                 187   \n",
+       "12               stairway      153.13                                 214   \n",
+       "13               stairway      107.48                                 850   \n",
+       "14               stairway       79.55                                 160   \n",
+       "15               stairway      155.01                                  70   \n",
+       "16               corridor       78.18                                 753   \n",
+       "17               stairway      156.57                                  86   \n",
+       "18               stairway      107.13                                  85   \n",
+       "19               stairway      143.48                                 190   \n",
+       "20               stairway       77.34                                 145   \n",
+       "21               stairway      106.95                                 300   \n",
+       "22               stairway      143.66                                 296   \n",
+       "23               stairway       139.1                                   9   \n",
+       "24               stairway      127.18                                  19   \n",
+       "25               corridor      107.93                                 167   \n",
+       "26               corridor       83.26                                 447   \n",
+       "27               stairway      132.88                                 278   \n",
+       "28               stairway       95.84                                  49   \n",
+       "29               stairway       88.59                                  78   \n",
        "...                   ...         ...                                 ...   \n",
-       "4774             corridor       78.49                                  96   \n",
-       "4775             stairway      109.64                                 133   \n",
-       "4776             stairway       80.97                                 114   \n",
-       "4777             stairway       159.2                                  48   \n",
-       "4778             stairway      128.83                                  87   \n",
-       "4779             stairway      110.48                                 160   \n",
-       "4780             corridor       65.69                                  42   \n",
-       "4781             stairway       78.51                                   7   \n",
-       "4782             stairway       77.35                                  54   \n",
-       "4783             corridor       76.44                                 209   \n",
-       "4784             stairway      112.66                                 314   \n",
-       "4785             stairway        59.5                                  65   \n",
-       "4786             stairway       93.51                                  72   \n",
-       "4787             stairway      109.81                                  71   \n",
-       "4788             stairway      108.05                                  22   \n",
-       "4789             stairway       81.54                                 564   \n",
-       "4790             stairway       82.61                                 156   \n",
-       "4791             stairway      103.41                                 163   \n",
-       "4792             corridor       88.78                                 557   \n",
-       "4793             corridor       81.97                                 177   \n",
-       "4794             stairway      113.67                                 876   \n",
-       "4795             stairway      106.74                                 186   \n",
-       "4796             stairway      104.75                                 958   \n",
-       "4797             stairway      108.63                                 154   \n",
-       "4798             stairway      111.48                                  46   \n",
-       "4799                mixed      109.57                                 280   \n",
-       "4800             stairway       91.48                                 340   \n",
-       "4801             stairway      134.04                                 108   \n",
-       "4802             stairway      105.79                                  56   \n",
-       "4803             corridor       56.91                                 626   \n",
+       "7977             corridor       64.11                                 224   \n",
+       "7978             corridor       81.14                                 386   \n",
+       "7979             stairway       95.59                                   1   \n",
+       "7980             stairway      113.65                                 772   \n",
+       "7981             stairway      108.64                                  87   \n",
+       "7982             stairway       77.68                                  87   \n",
+       "7983             stairway       58.24                                  70   \n",
+       "7984             stairway      108.76                                 180   \n",
+       "7985             stairway      109.15                                 106   \n",
+       "7986             stairway      109.36                                 441   \n",
+       "7987             stairway      113.91                                  14   \n",
+       "7988             stairway       80.72                                 200   \n",
+       "7989             corridor       77.96                                  39   \n",
+       "7990             stairway       104.7                                 111   \n",
+       "7991             corridor       83.31                                 184   \n",
+       "7992             stairway      105.22                                 115   \n",
+       "7993             stairway       95.15                                 240   \n",
+       "7994             stairway      108.52                                 173   \n",
+       "7995             stairway      108.16                                  41   \n",
+       "7996             stairway       42.28                                 500   \n",
+       "7997             stairway       80.55                                 128   \n",
+       "7998             corridor       72.73                                1268   \n",
+       "7999             corridor       83.46                                 558   \n",
+       "8000             corridor       67.28                                  90   \n",
+       "8001             corridor      106.77                                 445   \n",
+       "8002             corridor       71.07                                 743   \n",
+       "8003             corridor        82.4                                 956   \n",
+       "8004             stairway       134.8                                  56   \n",
+       "8005             stairway       80.38                                 200   \n",
+       "8006             stairway      104.58                                1034   \n",
        "\n",
        "     room_count bathroom_count  \n",
-       "0           3.0            2.0  \n",
-       "1           3.0            2.0  \n",
+       "0           3.0            1.0  \n",
+       "1           3.0            1.0  \n",
        "2           3.0            2.0  \n",
        "3           3.0            2.0  \n",
        "4           3.0            1.0  \n",
-       "5           3.0            2.0  \n",
-       "6           3.0            1.0  \n",
-       "7           3.0            2.0  \n",
+       "5           4.0            2.0  \n",
+       "6           3.0            2.0  \n",
+       "7           4.0            2.0  \n",
        "8           3.0            2.0  \n",
-       "9           3.0            2.0  \n",
-       "10          4.0            2.0  \n",
-       "11          3.0            2.0  \n",
+       "9           3.0            1.0  \n",
+       "10          3.0            1.0  \n",
+       "11          4.0            2.0  \n",
        "12          4.0            2.0  \n",
-       "13          4.0            2.0  \n",
+       "13          3.0            2.0  \n",
        "14          3.0            1.0  \n",
-       "15          2.0            1.0  \n",
+       "15          4.0            2.0  \n",
        "16          3.0            2.0  \n",
-       "17          3.0            2.0  \n",
-       "18          2.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "20          3.0            2.0  \n",
-       "21          3.0            1.0  \n",
-       "22          3.0            2.0  \n",
-       "23          3.0            1.0  \n",
-       "24          3.0            1.0  \n",
+       "17          4.0            2.0  \n",
+       "18          3.0            2.0  \n",
+       "19          4.0            2.0  \n",
+       "20          3.0            1.0  \n",
+       "21          3.0            2.0  \n",
+       "22          4.0            2.0  \n",
+       "23          3.0            2.0  \n",
+       "24          4.0            2.0  \n",
        "25          3.0            1.0  \n",
-       "26          3.0            2.0  \n",
-       "27          3.0            2.0  \n",
+       "26          3.0            1.0  \n",
+       "27          4.0            2.0  \n",
        "28          3.0            2.0  \n",
-       "29          4.0            2.0  \n",
+       "29          3.0            1.0  \n",
        "...         ...            ...  \n",
-       "4774        1.0            1.0  \n",
-       "4775        3.0            2.0  \n",
-       "4776        3.0            2.0  \n",
-       "4777        4.0            2.0  \n",
-       "4778        3.0            2.0  \n",
-       "4779        3.0            2.0  \n",
-       "4780        2.0            1.0  \n",
-       "4781        3.0            2.0  \n",
-       "4782        3.0            2.0  \n",
-       "4783        3.0            1.0  \n",
-       "4784        3.0            2.0  \n",
-       "4785        3.0            1.0  \n",
-       "4786        3.0            2.0  \n",
-       "4787        3.0            2.0  \n",
-       "4788        3.0            2.0  \n",
-       "4789        3.0            1.0  \n",
-       "4790        3.0            2.0  \n",
-       "4791        3.0            2.0  \n",
-       "4792        3.0            1.0  \n",
-       "4793        3.0            1.0  \n",
-       "4794        3.0            2.0  \n",
-       "4795        3.0            2.0  \n",
-       "4796        3.0            2.0  \n",
-       "4797        3.0            2.0  \n",
-       "4798        3.0            2.0  \n",
-       "4799        3.0            2.0  \n",
-       "4800        3.0            1.0  \n",
-       "4801        3.0            2.0  \n",
-       "4802        3.0            2.0  \n",
-       "4803        2.0            1.0  \n",
-       "\n",
-       "[4804 rows x 14 columns]"
+       "7977        2.0            1.0  \n",
+       "7978        3.0            1.0  \n",
+       "7979        3.0            2.0  \n",
+       "7980        3.0            2.0  \n",
+       "7981        3.0            2.0  \n",
+       "7982        3.0            2.0  \n",
+       "7983        3.0            1.0  \n",
+       "7984        3.0            2.0  \n",
+       "7985        3.0            2.0  \n",
+       "7986        3.0            2.0  \n",
+       "7987        3.0            2.0  \n",
+       "7988        2.0            1.0  \n",
+       "7989        1.0            1.0  \n",
+       "7990        3.0            2.0  \n",
+       "7991        3.0            1.0  \n",
+       "7992        3.0            2.0  \n",
+       "7993        3.0            1.0  \n",
+       "7994        3.0            2.0  \n",
+       "7995        3.0            2.0  \n",
+       "7996        1.0            1.0  \n",
+       "7997        3.0            1.0  \n",
+       "7998        3.0            1.0  \n",
+       "7999        3.0            1.0  \n",
+       "8000        2.0            1.0  \n",
+       "8001        3.0            2.0  \n",
+       "8002        3.0            1.0  \n",
+       "8003        3.0            1.0  \n",
+       "8004        4.0            2.0  \n",
+       "8005        3.0            1.0  \n",
+       "8006        3.0            2.0  \n",
+       "\n",
+       "[8007 rows x 14 columns]"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2881,7 +2883,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
@@ -2916,72 +2918,72 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>count</th>\n",
-       "      <td>4.804000e+03</td>\n",
-       "      <td>4804.000000</td>\n",
-       "      <td>4804.000000</td>\n",
-       "      <td>4804.000000</td>\n",
-       "      <td>4804.000000</td>\n",
-       "      <td>4804.000000</td>\n",
+       "      <td>8.007000e+03</td>\n",
+       "      <td>8007.000000</td>\n",
+       "      <td>8007.000000</td>\n",
+       "      <td>8007.000000</td>\n",
+       "      <td>8007.000000</td>\n",
+       "      <td>8007.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>mean</th>\n",
-       "      <td>4.028951e+08</td>\n",
-       "      <td>0.626561</td>\n",
-       "      <td>10.342007</td>\n",
-       "      <td>1178.919026</td>\n",
-       "      <td>12.746669</td>\n",
-       "      <td>296.869276</td>\n",
+       "      <td>3.975305e+08</td>\n",
+       "      <td>0.619708</td>\n",
+       "      <td>10.206070</td>\n",
+       "      <td>1165.867991</td>\n",
+       "      <td>12.593106</td>\n",
+       "      <td>291.045960</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>std</th>\n",
-       "      <td>3.166673e+08</td>\n",
-       "      <td>0.483767</td>\n",
-       "      <td>7.270066</td>\n",
-       "      <td>1125.314127</td>\n",
-       "      <td>14.141390</td>\n",
-       "      <td>334.868708</td>\n",
+       "      <td>3.148733e+08</td>\n",
+       "      <td>0.485489</td>\n",
+       "      <td>7.229768</td>\n",
+       "      <td>1098.361326</td>\n",
+       "      <td>13.960753</td>\n",
+       "      <td>320.597129</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>min</th>\n",
-       "      <td>1.515000e+07</td>\n",
+       "      <td>2.860000e+07</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>-4.000000</td>\n",
        "      <td>100.000000</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25%</th>\n",
-       "      <td>1.950000e+08</td>\n",
+       "      <td>1.957500e+08</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>5.000000</td>\n",
-       "      <td>416.000000</td>\n",
+       "      <td>408.000000</td>\n",
        "      <td>4.000000</td>\n",
-       "      <td>88.000000</td>\n",
+       "      <td>90.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>50%</th>\n",
        "      <td>3.250000e+08</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>9.000000</td>\n",
-       "      <td>804.000000</td>\n",
+       "      <td>812.000000</td>\n",
        "      <td>9.000000</td>\n",
-       "      <td>196.000000</td>\n",
+       "      <td>190.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>75%</th>\n",
-       "      <td>5.092500e+08</td>\n",
+       "      <td>5.000000e+08</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>14.000000</td>\n",
-       "      <td>1590.000000</td>\n",
+       "      <td>1550.000000</td>\n",
        "      <td>15.000000</td>\n",
-       "      <td>385.250000</td>\n",
+       "      <td>384.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>max</th>\n",
-       "      <td>3.878340e+09</td>\n",
+       "      <td>4.800000e+09</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>59.000000</td>\n",
+       "      <td>67.000000</td>\n",
        "      <td>6864.000000</td>\n",
        "      <td>124.000000</td>\n",
        "      <td>2960.000000</td>\n",
@@ -2992,37 +2994,37 @@
       ],
       "text/plain": [
        "       transaction_real_price         city        floor  \\\n",
-       "count            4.804000e+03  4804.000000  4804.000000   \n",
-       "mean             4.028951e+08     0.626561    10.342007   \n",
-       "std              3.166673e+08     0.483767     7.270066   \n",
-       "min              1.515000e+07     0.000000     1.000000   \n",
-       "25%              1.950000e+08     0.000000     5.000000   \n",
+       "count            8.007000e+03  8007.000000  8007.000000   \n",
+       "mean             3.975305e+08     0.619708    10.206070   \n",
+       "std              3.148733e+08     0.485489     7.229768   \n",
+       "min              2.860000e+07     0.000000    -4.000000   \n",
+       "25%              1.957500e+08     0.000000     5.000000   \n",
        "50%              3.250000e+08     1.000000     9.000000   \n",
-       "75%              5.092500e+08     1.000000    14.000000   \n",
-       "max              3.878340e+09     1.000000    59.000000   \n",
+       "75%              5.000000e+08     1.000000    14.000000   \n",
+       "max              4.800000e+09     1.000000    67.000000   \n",
        "\n",
        "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                     4804.000000                        4804.000000   \n",
-       "mean                      1178.919026                          12.746669   \n",
-       "std                       1125.314127                          14.141390   \n",
+       "count                     8007.000000                        8007.000000   \n",
+       "mean                      1165.867991                          12.593106   \n",
+       "std                       1098.361326                          13.960753   \n",
        "min                        100.000000                           1.000000   \n",
-       "25%                        416.000000                           4.000000   \n",
-       "50%                        804.000000                           9.000000   \n",
-       "75%                       1590.000000                          15.000000   \n",
+       "25%                        408.000000                           4.000000   \n",
+       "50%                        812.000000                           9.000000   \n",
+       "75%                       1550.000000                          15.000000   \n",
        "max                       6864.000000                         124.000000   \n",
        "\n",
        "       total_household_count_of_area_type  \n",
-       "count                         4804.000000  \n",
-       "mean                           296.869276  \n",
-       "std                            334.868708  \n",
+       "count                         8007.000000  \n",
+       "mean                           291.045960  \n",
+       "std                            320.597129  \n",
        "min                              0.000000  \n",
-       "25%                             88.000000  \n",
-       "50%                            196.000000  \n",
-       "75%                            385.250000  \n",
+       "25%                             90.000000  \n",
+       "50%                            190.000000  \n",
+       "75%                            384.000000  \n",
        "max                           2960.000000  "
       ]
      },
-     "execution_count": 5,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3033,7 +3035,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -3042,7 +3044,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -3073,32 +3075,32 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>total_parking_capacity_in_site</th>\n",
-       "      <td>281</td>\n",
-       "      <td>5.85</td>\n",
+       "      <td>461</td>\n",
+       "      <td>5.76</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>front_door_structure</th>\n",
-       "      <td>29</td>\n",
-       "      <td>0.60</td>\n",
+       "      <td>77</td>\n",
+       "      <td>0.96</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_fuel</th>\n",
-       "      <td>27</td>\n",
-       "      <td>0.56</td>\n",
+       "      <td>48</td>\n",
+       "      <td>0.60</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_type</th>\n",
-       "      <td>6</td>\n",
-       "      <td>0.12</td>\n",
+       "      <td>12</td>\n",
+       "      <td>0.15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>bathroom_count</th>\n",
-       "      <td>2</td>\n",
+       "      <td>3</td>\n",
        "      <td>0.04</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>room_count</th>\n",
-       "      <td>2</td>\n",
+       "      <td>3</td>\n",
        "      <td>0.04</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -3107,15 +3109,15 @@
       ],
       "text/plain": [
        "                                total_missing  percent\n",
-       "total_parking_capacity_in_site            281     5.85\n",
-       "front_door_structure                       29     0.60\n",
-       "heat_fuel                                  27     0.56\n",
-       "heat_type                                   6     0.12\n",
-       "bathroom_count                              2     0.04\n",
-       "room_count                                  2     0.04"
+       "total_parking_capacity_in_site            461     5.76\n",
+       "front_door_structure                       77     0.96\n",
+       "heat_fuel                                  48     0.60\n",
+       "heat_type                                  12     0.15\n",
+       "bathroom_count                              3     0.04\n",
+       "room_count                                  3     0.04"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3129,7 +3131,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -3172,512 +3174,512 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
+       "      <td>84.09</td>\n",
        "      <td>2</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
+       "      <td>59.9</td>\n",
        "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
-       "      <td>central</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>214540000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>117.27</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
+       "      <td>central</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>150000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <th>21</th>\n",
+       "      <td>184000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>13</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
+       "      <th>22</th>\n",
+       "      <td>395000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>114.99</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
+       "      <th>23</th>\n",
+       "      <td>151000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.962</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>108.2848</td>\n",
+       "      <td>9</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>1</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <th>24</th>\n",
+       "      <td>460000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>127.18</td>\n",
        "      <td>19</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
+       "      <td>224000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>central</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
+       "      <td>2</td>\n",
+       "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
+       "      <td>59.26</td>\n",
        "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
-       "      <td>2</td>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
+       "      <td>275000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72.2358</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
-       "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
-       "      <td>117000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>22</td>\n",
-       "      <td>3776.0</td>\n",
-       "      <td>3382</td>\n",
-       "      <td>35</td>\n",
+       "      <td>210000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.78</td>\n",
+       "      <td>1</td>\n",
+       "      <td>659.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>5</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>104.76</td>\n",
-       "      <td>500</td>\n",
+       "      <td>108.08</td>\n",
+       "      <td>283</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>150000000</td>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.4</td>\n",
-       "      <td>17</td>\n",
-       "      <td>709.0</td>\n",
-       "      <td>783</td>\n",
-       "      <td>6</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>39.6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>85.82</td>\n",
-       "      <td>313</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>56.91</td>\n",
+       "      <td>626</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -3698,840 +3700,840 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>369000000</td>\n",
+       "      <th>7976</th>\n",
+       "      <td>210000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>102.52</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <td>4515.0</td>\n",
+       "      <td>2637</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>131.85</td>\n",
+       "      <td>398</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
+       "      <td>95.59</td>\n",
+       "      <td>1</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>108.64</td>\n",
+       "      <td>87</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>77.68</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
        "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
        "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>district</td>\n",
+       "      <td>cogeneration</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
+       "      <td>59.97</td>\n",
+       "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
        "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>16</td>\n",
+       "      <td>district</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
        "      <td>district</td>\n",
        "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
+       "      <td>59.96</td>\n",
        "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>105.79</td>\n",
+       "      <td>134.8</td>\n",
        "      <td>56</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
+       "      <td>20</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
+       "      <td>84.87</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>gas</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4465 rows × 14 columns</p>\n",
+       "<p>7420 rows × 14 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "30                 117000000     0               84.99     22   \n",
-       "31                 150000000     1                59.4     17   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4773               369000000     1              59.993      6   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "30                 210000000     1              84.78      1   \n",
+       "31                 190000000     1               39.6     10   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7976               210000000     0             102.52      1   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
-       "30                           3776.0                            3382   \n",
-       "31                            709.0                             783   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
+       "30                            659.0                             746   \n",
+       "31                            486.0                            1624   \n",
        "...                             ...                             ...   \n",
-       "4773                         1153.0                             850   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7976                         4515.0                            2637   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                    15  individual           gas   \n",
-       "1                                    65    district  cogeneration   \n",
-       "2                                     4  individual           gas   \n",
-       "3                                     6  individual           gas   \n",
-       "4                                    30    district  cogeneration   \n",
-       "5                                     1  individual           gas   \n",
-       "6                                    22  individual           gas   \n",
-       "7                                     1  individual           gas   \n",
-       "8                                    22  individual           gas   \n",
-       "9                                     2  individual           gas   \n",
-       "10                                    2     central           gas   \n",
-       "11                                    5    district  cogeneration   \n",
-       "12                                   16  individual           gas   \n",
-       "13                                    3  individual           gas   \n",
-       "15                                   10  individual           gas   \n",
+       "0                                     8  individual           gas   \n",
+       "1                                    11  individual           gas   \n",
+       "2                                     3  individual           gas   \n",
+       "3                                    13  individual           gas   \n",
+       "4                                    19    district  cogeneration   \n",
+       "5                                    36    district  cogeneration   \n",
+       "6                                     2  individual           gas   \n",
+       "7                                   122    district  cogeneration   \n",
+       "8                                    28  individual           gas   \n",
+       "10                                   27  individual           gas   \n",
+       "11                                   11    district  cogeneration   \n",
+       "12                                   17     central           gas   \n",
+       "13                                   35  individual           gas   \n",
+       "14                                    5  individual           gas   \n",
+       "15                                    2  individual           gas   \n",
        "16                                   21  individual           gas   \n",
-       "17                                   10    district           gas   \n",
-       "18                                    8     central           gas   \n",
-       "19                                    7  individual           gas   \n",
-       "20                                    2    district  cogeneration   \n",
-       "21                                  124  individual           gas   \n",
-       "22                                   12    district  cogeneration   \n",
-       "23                                   19    district  cogeneration   \n",
-       "25                                   13     central           gas   \n",
-       "26                                    5  individual           gas   \n",
-       "27                                    2  individual           gas   \n",
-       "28                                   11  individual           gas   \n",
-       "29                                   10  individual           gas   \n",
-       "30                                   35  individual           gas   \n",
-       "31                                    6     central           gas   \n",
+       "17                                    3  individual           gas   \n",
+       "18                                    4  individual           gas   \n",
+       "19                                    8  individual           gas   \n",
+       "21                                   13  individual           gas   \n",
+       "22                                   11  individual           gas   \n",
+       "23                                    1  individual           gas   \n",
+       "24                                    4  individual           gas   \n",
+       "25                                    2  individual           gas   \n",
+       "26                                   14    district  cogeneration   \n",
+       "27                                   21  individual           gas   \n",
+       "28                                   30  individual           gas   \n",
+       "29                                    6    district  cogeneration   \n",
+       "30                                    5  individual           gas   \n",
+       "31                                   10    district  cogeneration   \n",
        "...                                 ...         ...           ...   \n",
-       "4773                                 21  individual           gas   \n",
-       "4774                                  9  individual           gas   \n",
-       "4775                                 51    district  cogeneration   \n",
-       "4776                                 21  individual           gas   \n",
-       "4777                                  2  individual           gas   \n",
-       "4778                                  9  individual           gas   \n",
-       "4779                                 13  individual           gas   \n",
-       "4780                                  8  individual           gas   \n",
-       "4781                                  9  individual           gas   \n",
-       "4782                                  2  individual           gas   \n",
-       "4783                                  3  individual           gas   \n",
-       "4784                                  7  individual           gas   \n",
-       "4785                                124  individual           gas   \n",
-       "4786                                  3  individual           gas   \n",
-       "4787                                  9  individual           gas   \n",
-       "4788                                  2  individual           gas   \n",
-       "4790                                 18  individual           gas   \n",
-       "4791                                  8  individual           gas   \n",
-       "4792                                 13  individual           gas   \n",
-       "4793                                  6  individual           gas   \n",
-       "4794                                 32  individual           gas   \n",
-       "4795                                  4  individual           gas   \n",
-       "4796                                 15  individual           gas   \n",
-       "4797                                 11  individual           gas   \n",
-       "4798                                 15  individual           gas   \n",
-       "4799                                 25  individual           gas   \n",
-       "4800                                  2    district  cogeneration   \n",
-       "4801                                  7  individual           gas   \n",
-       "4802                                 18    district  cogeneration   \n",
-       "4803                                 10    district  cogeneration   \n",
+       "7976                                 30  individual           gas   \n",
+       "7978                                 18    district  cogeneration   \n",
+       "7979                                  1  individual           gas   \n",
+       "7980                                 14  individual           gas   \n",
+       "7981                                  3  individual           gas   \n",
+       "7982                                  4  individual           gas   \n",
+       "7983                                 26    district  cogeneration   \n",
+       "7984                                 14  individual           gas   \n",
+       "7985                                  4  individual           gas   \n",
+       "7986                                 11  individual           gas   \n",
+       "7987                                  3  individual           gas   \n",
+       "7988                                 24  individual           gas   \n",
+       "7989                                  1    district  cogeneration   \n",
+       "7990                                  1  individual           gas   \n",
+       "7991                                  3  individual           gas   \n",
+       "7992                                  3  individual           gas   \n",
+       "7993                                 15  individual           gas   \n",
+       "7994                                 10    district  cogeneration   \n",
+       "7995                                  3  individual           gas   \n",
+       "7996                                 65    district  cogeneration   \n",
+       "7997                                  4  individual           gas   \n",
+       "7998                                 16    district           gas   \n",
+       "7999                                  9  individual           gas   \n",
+       "8000                                  2  individual           gas   \n",
+       "8001                                 15  individual           gas   \n",
+       "8002                                 14    district  cogeneration   \n",
+       "8003                                  6  individual           gas   \n",
+       "8004                                  4  individual           gas   \n",
+       "8005                                  6  individual           gas   \n",
+       "8006                                 35  individual           gas   \n",
        "\n",
        "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                stairway      104.75                                 958   \n",
-       "1                stairway      109.35                                 828   \n",
-       "2                stairway       198.7                                 154   \n",
-       "3                stairway      109.81                                  78   \n",
-       "4                corridor      112.39                                1170   \n",
-       "5                stairway      125.62                                 164   \n",
-       "6                stairway       76.62                                 176   \n",
-       "7                stairway      111.28                                  60   \n",
-       "8                stairway       81.54                                 256   \n",
-       "9                stairway      108.79                                 108   \n",
-       "10               stairway      244.63                                  62   \n",
-       "11               stairway      116.84                                  34   \n",
-       "12               stairway      162.74                                 182   \n",
-       "13               stairway      147.52                                   2   \n",
-       "15               corridor       76.88                                 538   \n",
-       "16               stairway      110.76                                 816   \n",
-       "17               stairway       85.02                                  76   \n",
-       "18               corridor       74.27                                 228   \n",
-       "19               stairway      107.51                                 409   \n",
-       "20               stairway      106.34                                 120   \n",
-       "21               stairway        59.5                                  65   \n",
-       "22               stairway      106.79                                 224   \n",
-       "23               corridor       85.12                                 895   \n",
-       "25               stairway      100.04                                 270   \n",
-       "26               stairway      109.66                                  15   \n",
-       "27               stairway      155.92                                 112   \n",
-       "28               stairway       85.43                                 213   \n",
-       "29               stairway      201.31                                  48   \n",
-       "30               stairway      104.76                                 500   \n",
-       "31               corridor       85.82                                 313   \n",
+       "0                corridor       88.51                                  20   \n",
+       "1                stairway       85.37                                 168   \n",
+       "2                stairway       80.44                                 598   \n",
+       "3                stairway      102.69                                 628   \n",
+       "4                corridor       85.12                                 895   \n",
+       "5                corridor      143.81                                 102   \n",
+       "6                stairway      107.32                                  54   \n",
+       "7                stairway      161.98                                  76   \n",
+       "8                stairway      105.32                                 394   \n",
+       "10               stairway       82.54                                 384   \n",
+       "11               stairway      155.05                                 187   \n",
+       "12               stairway      153.13                                 214   \n",
+       "13               stairway      107.48                                 850   \n",
+       "14               stairway       79.55                                 160   \n",
+       "15               stairway      155.01                                  70   \n",
+       "16               corridor       78.18                                 753   \n",
+       "17               stairway      156.57                                  86   \n",
+       "18               stairway      107.13                                  85   \n",
+       "19               stairway      143.48                                 190   \n",
+       "21               stairway      106.95                                 300   \n",
+       "22               stairway      143.66                                 296   \n",
+       "23               stairway       139.1                                   9   \n",
+       "24               stairway      127.18                                  19   \n",
+       "25               corridor      107.93                                 167   \n",
+       "26               corridor       83.26                                 447   \n",
+       "27               stairway      132.88                                 278   \n",
+       "28               stairway       95.84                                  49   \n",
+       "29               stairway       88.59                                  78   \n",
+       "30               stairway      108.08                                 283   \n",
+       "31               corridor       56.91                                 626   \n",
        "...                   ...         ...                                 ...   \n",
-       "4773             stairway       80.97                                 114   \n",
-       "4774             corridor       78.49                                  96   \n",
-       "4775             stairway      109.64                                 133   \n",
-       "4776             stairway       80.97                                 114   \n",
-       "4777             stairway       159.2                                  48   \n",
-       "4778             stairway      128.83                                  87   \n",
-       "4779             stairway      110.48                                 160   \n",
-       "4780             corridor       65.69                                  42   \n",
-       "4781             stairway       78.51                                   7   \n",
-       "4782             stairway       77.35                                  54   \n",
-       "4783             corridor       76.44                                 209   \n",
-       "4784             stairway      112.66                                 314   \n",
-       "4785             stairway        59.5                                  65   \n",
-       "4786             stairway       93.51                                  72   \n",
-       "4787             stairway      109.81                                  71   \n",
-       "4788             stairway      108.05                                  22   \n",
-       "4790             stairway       82.61                                 156   \n",
-       "4791             stairway      103.41                                 163   \n",
-       "4792             corridor       88.78                                 557   \n",
-       "4793             corridor       81.97                                 177   \n",
-       "4794             stairway      113.67                                 876   \n",
-       "4795             stairway      106.74                                 186   \n",
-       "4796             stairway      104.75                                 958   \n",
-       "4797             stairway      108.63                                 154   \n",
-       "4798             stairway      111.48                                  46   \n",
-       "4799                mixed      109.57                                 280   \n",
-       "4800             stairway       91.48                                 340   \n",
-       "4801             stairway      134.04                                 108   \n",
-       "4802             stairway      105.79                                  56   \n",
-       "4803             corridor       56.91                                 626   \n",
+       "7976             stairway      131.85                                 398   \n",
+       "7978             corridor       81.14                                 386   \n",
+       "7979             stairway       95.59                                   1   \n",
+       "7980             stairway      113.65                                 772   \n",
+       "7981             stairway      108.64                                  87   \n",
+       "7982             stairway       77.68                                  87   \n",
+       "7983             stairway       58.24                                  70   \n",
+       "7984             stairway      108.76                                 180   \n",
+       "7985             stairway      109.15                                 106   \n",
+       "7986             stairway      109.36                                 441   \n",
+       "7987             stairway      113.91                                  14   \n",
+       "7988             stairway       80.72                                 200   \n",
+       "7989             corridor       77.96                                  39   \n",
+       "7990             stairway       104.7                                 111   \n",
+       "7991             corridor       83.31                                 184   \n",
+       "7992             stairway      105.22                                 115   \n",
+       "7993             stairway       95.15                                 240   \n",
+       "7994             stairway      108.52                                 173   \n",
+       "7995             stairway      108.16                                  41   \n",
+       "7996             stairway       42.28                                 500   \n",
+       "7997             stairway       80.55                                 128   \n",
+       "7998             corridor       72.73                                1268   \n",
+       "7999             corridor       83.46                                 558   \n",
+       "8000             corridor       67.28                                  90   \n",
+       "8001             corridor      106.77                                 445   \n",
+       "8002             corridor       71.07                                 743   \n",
+       "8003             corridor        82.4                                 956   \n",
+       "8004             stairway       134.8                                  56   \n",
+       "8005             stairway       80.38                                 200   \n",
+       "8006             stairway      104.58                                1034   \n",
        "\n",
        "     room_count bathroom_count  \n",
-       "0           3.0            2.0  \n",
-       "1           3.0            2.0  \n",
+       "0           3.0            1.0  \n",
+       "1           3.0            1.0  \n",
        "2           3.0            2.0  \n",
        "3           3.0            2.0  \n",
        "4           3.0            1.0  \n",
-       "5           3.0            2.0  \n",
-       "6           3.0            1.0  \n",
-       "7           3.0            2.0  \n",
+       "5           4.0            2.0  \n",
+       "6           3.0            2.0  \n",
+       "7           4.0            2.0  \n",
        "8           3.0            2.0  \n",
-       "9           3.0            2.0  \n",
-       "10          4.0            2.0  \n",
-       "11          3.0            2.0  \n",
+       "10          3.0            1.0  \n",
+       "11          4.0            2.0  \n",
        "12          4.0            2.0  \n",
-       "13          4.0            2.0  \n",
-       "15          2.0            1.0  \n",
+       "13          3.0            2.0  \n",
+       "14          3.0            1.0  \n",
+       "15          4.0            2.0  \n",
        "16          3.0            2.0  \n",
-       "17          3.0            2.0  \n",
-       "18          2.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "20          3.0            2.0  \n",
-       "21          3.0            1.0  \n",
-       "22          3.0            2.0  \n",
-       "23          3.0            1.0  \n",
+       "17          4.0            2.0  \n",
+       "18          3.0            2.0  \n",
+       "19          4.0            2.0  \n",
+       "21          3.0            2.0  \n",
+       "22          4.0            2.0  \n",
+       "23          3.0            2.0  \n",
+       "24          4.0            2.0  \n",
        "25          3.0            1.0  \n",
-       "26          3.0            2.0  \n",
-       "27          3.0            2.0  \n",
+       "26          3.0            1.0  \n",
+       "27          4.0            2.0  \n",
        "28          3.0            2.0  \n",
-       "29          4.0            2.0  \n",
+       "29          3.0            1.0  \n",
        "30          3.0            2.0  \n",
-       "31          3.0            1.0  \n",
+       "31          2.0            1.0  \n",
        "...         ...            ...  \n",
-       "4773        3.0            2.0  \n",
-       "4774        1.0            1.0  \n",
-       "4775        3.0            2.0  \n",
-       "4776        3.0            2.0  \n",
-       "4777        4.0            2.0  \n",
-       "4778        3.0            2.0  \n",
-       "4779        3.0            2.0  \n",
-       "4780        2.0            1.0  \n",
-       "4781        3.0            2.0  \n",
-       "4782        3.0            2.0  \n",
-       "4783        3.0            1.0  \n",
-       "4784        3.0            2.0  \n",
-       "4785        3.0            1.0  \n",
-       "4786        3.0            2.0  \n",
-       "4787        3.0            2.0  \n",
-       "4788        3.0            2.0  \n",
-       "4790        3.0            2.0  \n",
-       "4791        3.0            2.0  \n",
-       "4792        3.0            1.0  \n",
-       "4793        3.0            1.0  \n",
-       "4794        3.0            2.0  \n",
-       "4795        3.0            2.0  \n",
-       "4796        3.0            2.0  \n",
-       "4797        3.0            2.0  \n",
-       "4798        3.0            2.0  \n",
-       "4799        3.0            2.0  \n",
-       "4800        3.0            1.0  \n",
-       "4801        3.0            2.0  \n",
-       "4802        3.0            2.0  \n",
-       "4803        2.0            1.0  \n",
-       "\n",
-       "[4465 rows x 14 columns]"
+       "7976        3.0            2.0  \n",
+       "7978        3.0            1.0  \n",
+       "7979        3.0            2.0  \n",
+       "7980        3.0            2.0  \n",
+       "7981        3.0            2.0  \n",
+       "7982        3.0            2.0  \n",
+       "7983        3.0            1.0  \n",
+       "7984        3.0            2.0  \n",
+       "7985        3.0            2.0  \n",
+       "7986        3.0            2.0  \n",
+       "7987        3.0            2.0  \n",
+       "7988        2.0            1.0  \n",
+       "7989        1.0            1.0  \n",
+       "7990        3.0            2.0  \n",
+       "7991        3.0            1.0  \n",
+       "7992        3.0            2.0  \n",
+       "7993        3.0            1.0  \n",
+       "7994        3.0            2.0  \n",
+       "7995        3.0            2.0  \n",
+       "7996        1.0            1.0  \n",
+       "7997        3.0            1.0  \n",
+       "7998        3.0            1.0  \n",
+       "7999        3.0            1.0  \n",
+       "8000        2.0            1.0  \n",
+       "8001        3.0            2.0  \n",
+       "8002        3.0            1.0  \n",
+       "8003        3.0            1.0  \n",
+       "8004        4.0            2.0  \n",
+       "8005        3.0            1.0  \n",
+       "8006        3.0            2.0  \n",
+       "\n",
+       "[7420 rows x 14 columns]"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4543,7 +4545,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [
     {
@@ -4578,36 +4580,36 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>count</th>\n",
-       "      <td>4.465000e+03</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
+       "      <td>7.420000e+03</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>mean</th>\n",
-       "      <td>4.073252e+08</td>\n",
-       "      <td>0.632699</td>\n",
-       "      <td>10.478387</td>\n",
-       "      <td>1205.459127</td>\n",
-       "      <td>13.059351</td>\n",
-       "      <td>302.553415</td>\n",
+       "      <td>4.019043e+08</td>\n",
+       "      <td>0.627763</td>\n",
+       "      <td>10.281267</td>\n",
+       "      <td>1196.597170</td>\n",
+       "      <td>12.947035</td>\n",
+       "      <td>297.885445</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>std</th>\n",
-       "      <td>3.169907e+08</td>\n",
-       "      <td>0.482124</td>\n",
-       "      <td>7.258356</td>\n",
-       "      <td>1147.243910</td>\n",
-       "      <td>14.478396</td>\n",
-       "      <td>342.177350</td>\n",
+       "      <td>3.140695e+08</td>\n",
+       "      <td>0.483434</td>\n",
+       "      <td>7.166873</td>\n",
+       "      <td>1120.177079</td>\n",
+       "      <td>14.323069</td>\n",
+       "      <td>326.567191</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>min</th>\n",
-       "      <td>1.515000e+07</td>\n",
+       "      <td>2.860000e+07</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>-4.000000</td>\n",
        "      <td>100.000000</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
@@ -4617,33 +4619,33 @@
        "      <td>2.000000e+08</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>5.000000</td>\n",
-       "      <td>424.000000</td>\n",
+       "      <td>419.000000</td>\n",
        "      <td>4.000000</td>\n",
-       "      <td>88.000000</td>\n",
+       "      <td>92.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>50%</th>\n",
        "      <td>3.300000e+08</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>10.000000</td>\n",
-       "      <td>825.000000</td>\n",
        "      <td>9.000000</td>\n",
-       "      <td>198.000000</td>\n",
+       "      <td>840.000000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>194.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>75%</th>\n",
-       "      <td>5.110000e+08</td>\n",
+       "      <td>5.002500e+08</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>14.000000</td>\n",
-       "      <td>1598.000000</td>\n",
+       "      <td>1592.000000</td>\n",
        "      <td>16.000000</td>\n",
        "      <td>396.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>max</th>\n",
-       "      <td>3.878340e+09</td>\n",
+       "      <td>4.800000e+09</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>59.000000</td>\n",
+       "      <td>67.000000</td>\n",
        "      <td>6864.000000</td>\n",
        "      <td>124.000000</td>\n",
        "      <td>2960.000000</td>\n",
@@ -4654,37 +4656,37 @@
       ],
       "text/plain": [
        "       transaction_real_price         city        floor  \\\n",
-       "count            4.465000e+03  4465.000000  4465.000000   \n",
-       "mean             4.073252e+08     0.632699    10.478387   \n",
-       "std              3.169907e+08     0.482124     7.258356   \n",
-       "min              1.515000e+07     0.000000     1.000000   \n",
+       "count            7.420000e+03  7420.000000  7420.000000   \n",
+       "mean             4.019043e+08     0.627763    10.281267   \n",
+       "std              3.140695e+08     0.483434     7.166873   \n",
+       "min              2.860000e+07     0.000000    -4.000000   \n",
        "25%              2.000000e+08     0.000000     5.000000   \n",
-       "50%              3.300000e+08     1.000000    10.000000   \n",
-       "75%              5.110000e+08     1.000000    14.000000   \n",
-       "max              3.878340e+09     1.000000    59.000000   \n",
+       "50%              3.300000e+08     1.000000     9.000000   \n",
+       "75%              5.002500e+08     1.000000    14.000000   \n",
+       "max              4.800000e+09     1.000000    67.000000   \n",
        "\n",
        "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                     4465.000000                        4465.000000   \n",
-       "mean                      1205.459127                          13.059351   \n",
-       "std                       1147.243910                          14.478396   \n",
+       "count                     7420.000000                        7420.000000   \n",
+       "mean                      1196.597170                          12.947035   \n",
+       "std                       1120.177079                          14.323069   \n",
        "min                        100.000000                           1.000000   \n",
-       "25%                        424.000000                           4.000000   \n",
-       "50%                        825.000000                           9.000000   \n",
-       "75%                       1598.000000                          16.000000   \n",
+       "25%                        419.000000                           4.000000   \n",
+       "50%                        840.000000                           9.000000   \n",
+       "75%                       1592.000000                          16.000000   \n",
        "max                       6864.000000                         124.000000   \n",
        "\n",
        "       total_household_count_of_area_type  \n",
-       "count                         4465.000000  \n",
-       "mean                           302.553415  \n",
-       "std                            342.177350  \n",
+       "count                         7420.000000  \n",
+       "mean                           297.885445  \n",
+       "std                            326.567191  \n",
        "min                              0.000000  \n",
-       "25%                             88.000000  \n",
-       "50%                            198.000000  \n",
+       "25%                             92.000000  \n",
+       "50%                            194.000000  \n",
        "75%                            396.000000  \n",
        "max                           2960.000000  "
       ]
      },
-     "execution_count": 9,
+     "execution_count": 42,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4695,7 +4697,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [
     {
@@ -4704,7 +4706,7 @@
        "0"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 43,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -4716,7 +4718,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
@@ -4752,8 +4754,8 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
@@ -4772,8 +4774,8 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
@@ -4782,16 +4784,11 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
+       "      <th>8</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
@@ -4816,6 +4813,11 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>15</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -4841,24 +4843,24 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
        "      <th>21</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>22</th>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>23</th>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
@@ -4867,8 +4869,8 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
@@ -4882,8 +4884,8 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
@@ -4892,8 +4894,8 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -4901,228 +4903,228 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4774</th>\n",
+       "      <th>7976</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
+       "      <th>7978</th>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
+       "      <th>7979</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
+       "      <th>7980</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
+       "      <th>7981</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
+       "      <th>7982</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>0</td>\n",
+       "      <th>7983</th>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
+       "      <th>7984</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
+       "      <th>7985</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
+       "      <th>7986</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
+       "      <th>7987</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
+       "      <th>7988</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>0</td>\n",
+       "      <th>7989</th>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
+       "      <th>7990</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
+       "      <th>7991</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
+       "      <th>7992</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
+       "      <th>7993</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>0</td>\n",
+       "      <th>7994</th>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
+       "      <th>7995</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>0</td>\n",
+       "      <th>7996</th>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
+       "      <th>7997</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
+       "      <th>7998</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
+       "      <th>7999</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
+       "      <th>8000</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
+       "      <th>8001</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4800</th>\n",
+       "      <th>8002</th>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
+       "      <th>8003</th>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>1</td>\n",
+       "      <th>8004</th>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4803</th>\n",
+       "      <th>8005</th>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8006</th>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4465 rows × 2 columns</p>\n",
+       "<p>7420 rows × 2 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "      cogeneration  gas\n",
        "0                0    1\n",
-       "1                1    0\n",
+       "1                0    1\n",
        "2                0    1\n",
        "3                0    1\n",
        "4                1    0\n",
-       "5                0    1\n",
+       "5                1    0\n",
        "6                0    1\n",
-       "7                0    1\n",
+       "7                1    0\n",
        "8                0    1\n",
-       "9                0    1\n",
        "10               0    1\n",
        "11               1    0\n",
        "12               0    1\n",
        "13               0    1\n",
+       "14               0    1\n",
        "15               0    1\n",
        "16               0    1\n",
        "17               0    1\n",
        "18               0    1\n",
        "19               0    1\n",
-       "20               1    0\n",
        "21               0    1\n",
-       "22               1    0\n",
-       "23               1    0\n",
+       "22               0    1\n",
+       "23               0    1\n",
+       "24               0    1\n",
        "25               0    1\n",
-       "26               0    1\n",
+       "26               1    0\n",
        "27               0    1\n",
        "28               0    1\n",
-       "29               0    1\n",
+       "29               1    0\n",
        "30               0    1\n",
-       "31               0    1\n",
+       "31               1    0\n",
        "...            ...  ...\n",
-       "4773             0    1\n",
-       "4774             0    1\n",
-       "4775             1    0\n",
-       "4776             0    1\n",
-       "4777             0    1\n",
-       "4778             0    1\n",
-       "4779             0    1\n",
-       "4780             0    1\n",
-       "4781             0    1\n",
-       "4782             0    1\n",
-       "4783             0    1\n",
-       "4784             0    1\n",
-       "4785             0    1\n",
-       "4786             0    1\n",
-       "4787             0    1\n",
-       "4788             0    1\n",
-       "4790             0    1\n",
-       "4791             0    1\n",
-       "4792             0    1\n",
-       "4793             0    1\n",
-       "4794             0    1\n",
-       "4795             0    1\n",
-       "4796             0    1\n",
-       "4797             0    1\n",
-       "4798             0    1\n",
-       "4799             0    1\n",
-       "4800             1    0\n",
-       "4801             0    1\n",
-       "4802             1    0\n",
-       "4803             1    0\n",
-       "\n",
-       "[4465 rows x 2 columns]"
+       "7976             0    1\n",
+       "7978             1    0\n",
+       "7979             0    1\n",
+       "7980             0    1\n",
+       "7981             0    1\n",
+       "7982             0    1\n",
+       "7983             1    0\n",
+       "7984             0    1\n",
+       "7985             0    1\n",
+       "7986             0    1\n",
+       "7987             0    1\n",
+       "7988             0    1\n",
+       "7989             1    0\n",
+       "7990             0    1\n",
+       "7991             0    1\n",
+       "7992             0    1\n",
+       "7993             0    1\n",
+       "7994             1    0\n",
+       "7995             0    1\n",
+       "7996             1    0\n",
+       "7997             0    1\n",
+       "7998             0    1\n",
+       "7999             0    1\n",
+       "8000             0    1\n",
+       "8001             0    1\n",
+       "8002             1    0\n",
+       "8003             0    1\n",
+       "8004             0    1\n",
+       "8005             0    1\n",
+       "8006             0    1\n",
+       "\n",
+       "[7420 rows x 2 columns]"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 44,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -5133,7 +5135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [
     {
@@ -5177,53 +5179,53 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
-       "      <td>district</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5231,17 +5233,17 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5249,17 +5251,17 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
        "      <td>district</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>1</td>\n",
@@ -5267,89 +5269,71 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>district</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
+       "      <td>district</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
+       "      <th>8</th>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
+       "      <td>84.09</td>\n",
        "      <td>2</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5357,53 +5341,53 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
+       "      <td>59.9</td>\n",
        "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
-       "      <td>central</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
        "      <td>district</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>214540000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>117.27</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
+       "      <td>central</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5411,53 +5395,71 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>150000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5465,143 +5467,143 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
+       "      <th>21</th>\n",
+       "      <td>184000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>13</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
+       "      <th>22</th>\n",
+       "      <td>395000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>114.99</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
+       "      <th>23</th>\n",
+       "      <td>151000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.962</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
+       "      <td>108.2848</td>\n",
+       "      <td>9</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>1</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <th>24</th>\n",
+       "      <td>460000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
+       "      <td>4</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>127.18</td>\n",
        "      <td>19</td>\n",
-       "      <td>district</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
+       "      <td>224000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>central</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
+       "      <td>2</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
@@ -5609,53 +5611,53 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
+       "      <td>59.26</td>\n",
        "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
-       "      <td>2</td>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
+       "      <td>275000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72.2358</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5663,35 +5665,35 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
-       "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
+       "      <td>district</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
-       "      <td>117000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>22</td>\n",
-       "      <td>3776.0</td>\n",
-       "      <td>3382</td>\n",
-       "      <td>35</td>\n",
+       "      <td>210000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.78</td>\n",
+       "      <td>1</td>\n",
+       "      <td>659.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>5</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>104.76</td>\n",
-       "      <td>500</td>\n",
+       "      <td>108.08</td>\n",
+       "      <td>283</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -5699,21 +5701,21 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>150000000</td>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.4</td>\n",
-       "      <td>17</td>\n",
-       "      <td>709.0</td>\n",
-       "      <td>783</td>\n",
-       "      <td>6</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.82</td>\n",
-       "      <td>313</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>39.6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>56.91</td>\n",
+       "      <td>626</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -5734,107 +5736,107 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>369000000</td>\n",
+       "      <th>7976</th>\n",
+       "      <td>210000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>102.52</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <td>4515.0</td>\n",
+       "      <td>2637</td>\n",
+       "      <td>30</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>131.85</td>\n",
+       "      <td>398</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
+       "      <td>district</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
-       "      <td>district</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
+       "      <td>95.59</td>\n",
+       "      <td>1</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>108.64</td>\n",
+       "      <td>87</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>77.68</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
@@ -5842,762 +5844,762 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
+       "      <td>district</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
        "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
        "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
        "      <td>3</td>\n",
        "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
+       "      <td>individual</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>district</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
        "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
+       "      <td>district</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>district</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.97</td>\n",
        "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
-       "      <td>individual</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>16</td>\n",
+       "      <td>district</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
        "      <td>individual</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>4</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
+       "      <td>15</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>district</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
+       "      <td>59.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>134.8</td>\n",
+       "      <td>56</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
        "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
-       "      <td>7</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
        "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
        "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
-       "      <td>district</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
+       "      <td>individual</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>105.79</td>\n",
-       "      <td>56</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>district</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4465 rows × 15 columns</p>\n",
+       "<p>7420 rows × 15 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "30                 117000000     0               84.99     22   \n",
-       "31                 150000000     1                59.4     17   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4773               369000000     1              59.993      6   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "30                 210000000     1              84.78      1   \n",
+       "31                 190000000     1               39.6     10   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7976               210000000     0             102.52      1   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
-       "30                           3776.0                            3382   \n",
-       "31                            709.0                             783   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
+       "30                            659.0                             746   \n",
+       "31                            486.0                            1624   \n",
        "...                             ...                             ...   \n",
-       "4773                         1153.0                             850   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7976                         4515.0                            2637   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites   heat_type front_door_structure  \\\n",
-       "0                                    15  individual             stairway   \n",
-       "1                                    65    district             stairway   \n",
-       "2                                     4  individual             stairway   \n",
-       "3                                     6  individual             stairway   \n",
-       "4                                    30    district             corridor   \n",
-       "5                                     1  individual             stairway   \n",
-       "6                                    22  individual             stairway   \n",
-       "7                                     1  individual             stairway   \n",
-       "8                                    22  individual             stairway   \n",
-       "9                                     2  individual             stairway   \n",
-       "10                                    2     central             stairway   \n",
-       "11                                    5    district             stairway   \n",
-       "12                                   16  individual             stairway   \n",
-       "13                                    3  individual             stairway   \n",
-       "15                                   10  individual             corridor   \n",
-       "16                                   21  individual             stairway   \n",
-       "17                                   10    district             stairway   \n",
-       "18                                    8     central             corridor   \n",
-       "19                                    7  individual             stairway   \n",
-       "20                                    2    district             stairway   \n",
-       "21                                  124  individual             stairway   \n",
-       "22                                   12    district             stairway   \n",
-       "23                                   19    district             corridor   \n",
-       "25                                   13     central             stairway   \n",
-       "26                                    5  individual             stairway   \n",
-       "27                                    2  individual             stairway   \n",
-       "28                                   11  individual             stairway   \n",
-       "29                                   10  individual             stairway   \n",
-       "30                                   35  individual             stairway   \n",
-       "31                                    6     central             corridor   \n",
+       "0                                     8  individual             corridor   \n",
+       "1                                    11  individual             stairway   \n",
+       "2                                     3  individual             stairway   \n",
+       "3                                    13  individual             stairway   \n",
+       "4                                    19    district             corridor   \n",
+       "5                                    36    district             corridor   \n",
+       "6                                     2  individual             stairway   \n",
+       "7                                   122    district             stairway   \n",
+       "8                                    28  individual             stairway   \n",
+       "10                                   27  individual             stairway   \n",
+       "11                                   11    district             stairway   \n",
+       "12                                   17     central             stairway   \n",
+       "13                                   35  individual             stairway   \n",
+       "14                                    5  individual             stairway   \n",
+       "15                                    2  individual             stairway   \n",
+       "16                                   21  individual             corridor   \n",
+       "17                                    3  individual             stairway   \n",
+       "18                                    4  individual             stairway   \n",
+       "19                                    8  individual             stairway   \n",
+       "21                                   13  individual             stairway   \n",
+       "22                                   11  individual             stairway   \n",
+       "23                                    1  individual             stairway   \n",
+       "24                                    4  individual             stairway   \n",
+       "25                                    2  individual             corridor   \n",
+       "26                                   14    district             corridor   \n",
+       "27                                   21  individual             stairway   \n",
+       "28                                   30  individual             stairway   \n",
+       "29                                    6    district             stairway   \n",
+       "30                                    5  individual             stairway   \n",
+       "31                                   10    district             corridor   \n",
        "...                                 ...         ...                  ...   \n",
-       "4773                                 21  individual             stairway   \n",
-       "4774                                  9  individual             corridor   \n",
-       "4775                                 51    district             stairway   \n",
-       "4776                                 21  individual             stairway   \n",
-       "4777                                  2  individual             stairway   \n",
-       "4778                                  9  individual             stairway   \n",
-       "4779                                 13  individual             stairway   \n",
-       "4780                                  8  individual             corridor   \n",
-       "4781                                  9  individual             stairway   \n",
-       "4782                                  2  individual             stairway   \n",
-       "4783                                  3  individual             corridor   \n",
-       "4784                                  7  individual             stairway   \n",
-       "4785                                124  individual             stairway   \n",
-       "4786                                  3  individual             stairway   \n",
-       "4787                                  9  individual             stairway   \n",
-       "4788                                  2  individual             stairway   \n",
-       "4790                                 18  individual             stairway   \n",
-       "4791                                  8  individual             stairway   \n",
-       "4792                                 13  individual             corridor   \n",
-       "4793                                  6  individual             corridor   \n",
-       "4794                                 32  individual             stairway   \n",
-       "4795                                  4  individual             stairway   \n",
-       "4796                                 15  individual             stairway   \n",
-       "4797                                 11  individual             stairway   \n",
-       "4798                                 15  individual             stairway   \n",
-       "4799                                 25  individual                mixed   \n",
-       "4800                                  2    district             stairway   \n",
-       "4801                                  7  individual             stairway   \n",
-       "4802                                 18    district             stairway   \n",
-       "4803                                 10    district             corridor   \n",
+       "7976                                 30  individual             stairway   \n",
+       "7978                                 18    district             corridor   \n",
+       "7979                                  1  individual             stairway   \n",
+       "7980                                 14  individual             stairway   \n",
+       "7981                                  3  individual             stairway   \n",
+       "7982                                  4  individual             stairway   \n",
+       "7983                                 26    district             stairway   \n",
+       "7984                                 14  individual             stairway   \n",
+       "7985                                  4  individual             stairway   \n",
+       "7986                                 11  individual             stairway   \n",
+       "7987                                  3  individual             stairway   \n",
+       "7988                                 24  individual             stairway   \n",
+       "7989                                  1    district             corridor   \n",
+       "7990                                  1  individual             stairway   \n",
+       "7991                                  3  individual             corridor   \n",
+       "7992                                  3  individual             stairway   \n",
+       "7993                                 15  individual             stairway   \n",
+       "7994                                 10    district             stairway   \n",
+       "7995                                  3  individual             stairway   \n",
+       "7996                                 65    district             stairway   \n",
+       "7997                                  4  individual             stairway   \n",
+       "7998                                 16    district             corridor   \n",
+       "7999                                  9  individual             corridor   \n",
+       "8000                                  2  individual             corridor   \n",
+       "8001                                 15  individual             corridor   \n",
+       "8002                                 14    district             corridor   \n",
+       "8003                                  6  individual             corridor   \n",
+       "8004                                  4  individual             stairway   \n",
+       "8005                                  6  individual             stairway   \n",
+       "8006                                 35  individual             stairway   \n",
        "\n",
        "     supply_area  total_household_count_of_area_type room_count  \\\n",
-       "0         104.75                                 958        3.0   \n",
-       "1         109.35                                 828        3.0   \n",
-       "2          198.7                                 154        3.0   \n",
-       "3         109.81                                  78        3.0   \n",
-       "4         112.39                                1170        3.0   \n",
-       "5         125.62                                 164        3.0   \n",
-       "6          76.62                                 176        3.0   \n",
-       "7         111.28                                  60        3.0   \n",
-       "8          81.54                                 256        3.0   \n",
-       "9         108.79                                 108        3.0   \n",
-       "10        244.63                                  62        4.0   \n",
-       "11        116.84                                  34        3.0   \n",
-       "12        162.74                                 182        4.0   \n",
-       "13        147.52                                   2        4.0   \n",
-       "15         76.88                                 538        2.0   \n",
-       "16        110.76                                 816        3.0   \n",
-       "17         85.02                                  76        3.0   \n",
-       "18         74.27                                 228        2.0   \n",
-       "19        107.51                                 409        3.0   \n",
-       "20        106.34                                 120        3.0   \n",
-       "21          59.5                                  65        3.0   \n",
-       "22        106.79                                 224        3.0   \n",
-       "23         85.12                                 895        3.0   \n",
-       "25        100.04                                 270        3.0   \n",
-       "26        109.66                                  15        3.0   \n",
-       "27        155.92                                 112        3.0   \n",
-       "28         85.43                                 213        3.0   \n",
-       "29        201.31                                  48        4.0   \n",
-       "30        104.76                                 500        3.0   \n",
-       "31         85.82                                 313        3.0   \n",
+       "0          88.51                                  20        3.0   \n",
+       "1          85.37                                 168        3.0   \n",
+       "2          80.44                                 598        3.0   \n",
+       "3         102.69                                 628        3.0   \n",
+       "4          85.12                                 895        3.0   \n",
+       "5         143.81                                 102        4.0   \n",
+       "6         107.32                                  54        3.0   \n",
+       "7         161.98                                  76        4.0   \n",
+       "8         105.32                                 394        3.0   \n",
+       "10         82.54                                 384        3.0   \n",
+       "11        155.05                                 187        4.0   \n",
+       "12        153.13                                 214        4.0   \n",
+       "13        107.48                                 850        3.0   \n",
+       "14         79.55                                 160        3.0   \n",
+       "15        155.01                                  70        4.0   \n",
+       "16         78.18                                 753        3.0   \n",
+       "17        156.57                                  86        4.0   \n",
+       "18        107.13                                  85        3.0   \n",
+       "19        143.48                                 190        4.0   \n",
+       "21        106.95                                 300        3.0   \n",
+       "22        143.66                                 296        4.0   \n",
+       "23         139.1                                   9        3.0   \n",
+       "24        127.18                                  19        4.0   \n",
+       "25        107.93                                 167        3.0   \n",
+       "26         83.26                                 447        3.0   \n",
+       "27        132.88                                 278        4.0   \n",
+       "28         95.84                                  49        3.0   \n",
+       "29         88.59                                  78        3.0   \n",
+       "30        108.08                                 283        3.0   \n",
+       "31         56.91                                 626        2.0   \n",
        "...          ...                                 ...        ...   \n",
-       "4773       80.97                                 114        3.0   \n",
-       "4774       78.49                                  96        1.0   \n",
-       "4775      109.64                                 133        3.0   \n",
-       "4776       80.97                                 114        3.0   \n",
-       "4777       159.2                                  48        4.0   \n",
-       "4778      128.83                                  87        3.0   \n",
-       "4779      110.48                                 160        3.0   \n",
-       "4780       65.69                                  42        2.0   \n",
-       "4781       78.51                                   7        3.0   \n",
-       "4782       77.35                                  54        3.0   \n",
-       "4783       76.44                                 209        3.0   \n",
-       "4784      112.66                                 314        3.0   \n",
-       "4785        59.5                                  65        3.0   \n",
-       "4786       93.51                                  72        3.0   \n",
-       "4787      109.81                                  71        3.0   \n",
-       "4788      108.05                                  22        3.0   \n",
-       "4790       82.61                                 156        3.0   \n",
-       "4791      103.41                                 163        3.0   \n",
-       "4792       88.78                                 557        3.0   \n",
-       "4793       81.97                                 177        3.0   \n",
-       "4794      113.67                                 876        3.0   \n",
-       "4795      106.74                                 186        3.0   \n",
-       "4796      104.75                                 958        3.0   \n",
-       "4797      108.63                                 154        3.0   \n",
-       "4798      111.48                                  46        3.0   \n",
-       "4799      109.57                                 280        3.0   \n",
-       "4800       91.48                                 340        3.0   \n",
-       "4801      134.04                                 108        3.0   \n",
-       "4802      105.79                                  56        3.0   \n",
-       "4803       56.91                                 626        2.0   \n",
+       "7976      131.85                                 398        3.0   \n",
+       "7978       81.14                                 386        3.0   \n",
+       "7979       95.59                                   1        3.0   \n",
+       "7980      113.65                                 772        3.0   \n",
+       "7981      108.64                                  87        3.0   \n",
+       "7982       77.68                                  87        3.0   \n",
+       "7983       58.24                                  70        3.0   \n",
+       "7984      108.76                                 180        3.0   \n",
+       "7985      109.15                                 106        3.0   \n",
+       "7986      109.36                                 441        3.0   \n",
+       "7987      113.91                                  14        3.0   \n",
+       "7988       80.72                                 200        2.0   \n",
+       "7989       77.96                                  39        1.0   \n",
+       "7990       104.7                                 111        3.0   \n",
+       "7991       83.31                                 184        3.0   \n",
+       "7992      105.22                                 115        3.0   \n",
+       "7993       95.15                                 240        3.0   \n",
+       "7994      108.52                                 173        3.0   \n",
+       "7995      108.16                                  41        3.0   \n",
+       "7996       42.28                                 500        1.0   \n",
+       "7997       80.55                                 128        3.0   \n",
+       "7998       72.73                                1268        3.0   \n",
+       "7999       83.46                                 558        3.0   \n",
+       "8000       67.28                                  90        2.0   \n",
+       "8001      106.77                                 445        3.0   \n",
+       "8002       71.07                                 743        3.0   \n",
+       "8003        82.4                                 956        3.0   \n",
+       "8004       134.8                                  56        4.0   \n",
+       "8005       80.38                                 200        3.0   \n",
+       "8006      104.58                                1034        3.0   \n",
        "\n",
        "     bathroom_count  heat_fuel_cogeneration  heat_fuel_gas  \n",
-       "0               2.0                       0              1  \n",
-       "1               2.0                       1              0  \n",
+       "0               1.0                       0              1  \n",
+       "1               1.0                       0              1  \n",
        "2               2.0                       0              1  \n",
        "3               2.0                       0              1  \n",
        "4               1.0                       1              0  \n",
-       "5               2.0                       0              1  \n",
-       "6               1.0                       0              1  \n",
-       "7               2.0                       0              1  \n",
+       "5               2.0                       1              0  \n",
+       "6               2.0                       0              1  \n",
+       "7               2.0                       1              0  \n",
        "8               2.0                       0              1  \n",
-       "9               2.0                       0              1  \n",
-       "10              2.0                       0              1  \n",
+       "10              1.0                       0              1  \n",
        "11              2.0                       1              0  \n",
        "12              2.0                       0              1  \n",
        "13              2.0                       0              1  \n",
-       "15              1.0                       0              1  \n",
+       "14              1.0                       0              1  \n",
+       "15              2.0                       0              1  \n",
        "16              2.0                       0              1  \n",
        "17              2.0                       0              1  \n",
-       "18              1.0                       0              1  \n",
+       "18              2.0                       0              1  \n",
        "19              2.0                       0              1  \n",
-       "20              2.0                       1              0  \n",
-       "21              1.0                       0              1  \n",
-       "22              2.0                       1              0  \n",
-       "23              1.0                       1              0  \n",
+       "21              2.0                       0              1  \n",
+       "22              2.0                       0              1  \n",
+       "23              2.0                       0              1  \n",
+       "24              2.0                       0              1  \n",
        "25              1.0                       0              1  \n",
-       "26              2.0                       0              1  \n",
+       "26              1.0                       1              0  \n",
        "27              2.0                       0              1  \n",
        "28              2.0                       0              1  \n",
-       "29              2.0                       0              1  \n",
+       "29              1.0                       1              0  \n",
        "30              2.0                       0              1  \n",
-       "31              1.0                       0              1  \n",
+       "31              1.0                       1              0  \n",
        "...             ...                     ...            ...  \n",
-       "4773            2.0                       0              1  \n",
-       "4774            1.0                       0              1  \n",
-       "4775            2.0                       1              0  \n",
-       "4776            2.0                       0              1  \n",
-       "4777            2.0                       0              1  \n",
-       "4778            2.0                       0              1  \n",
-       "4779            2.0                       0              1  \n",
-       "4780            1.0                       0              1  \n",
-       "4781            2.0                       0              1  \n",
-       "4782            2.0                       0              1  \n",
-       "4783            1.0                       0              1  \n",
-       "4784            2.0                       0              1  \n",
-       "4785            1.0                       0              1  \n",
-       "4786            2.0                       0              1  \n",
-       "4787            2.0                       0              1  \n",
-       "4788            2.0                       0              1  \n",
-       "4790            2.0                       0              1  \n",
-       "4791            2.0                       0              1  \n",
-       "4792            1.0                       0              1  \n",
-       "4793            1.0                       0              1  \n",
-       "4794            2.0                       0              1  \n",
-       "4795            2.0                       0              1  \n",
-       "4796            2.0                       0              1  \n",
-       "4797            2.0                       0              1  \n",
-       "4798            2.0                       0              1  \n",
-       "4799            2.0                       0              1  \n",
-       "4800            1.0                       1              0  \n",
-       "4801            2.0                       0              1  \n",
-       "4802            2.0                       1              0  \n",
-       "4803            1.0                       1              0  \n",
-       "\n",
-       "[4465 rows x 15 columns]"
+       "7976            2.0                       0              1  \n",
+       "7978            1.0                       1              0  \n",
+       "7979            2.0                       0              1  \n",
+       "7980            2.0                       0              1  \n",
+       "7981            2.0                       0              1  \n",
+       "7982            2.0                       0              1  \n",
+       "7983            1.0                       1              0  \n",
+       "7984            2.0                       0              1  \n",
+       "7985            2.0                       0              1  \n",
+       "7986            2.0                       0              1  \n",
+       "7987            2.0                       0              1  \n",
+       "7988            1.0                       0              1  \n",
+       "7989            1.0                       1              0  \n",
+       "7990            2.0                       0              1  \n",
+       "7991            1.0                       0              1  \n",
+       "7992            2.0                       0              1  \n",
+       "7993            1.0                       0              1  \n",
+       "7994            2.0                       1              0  \n",
+       "7995            2.0                       0              1  \n",
+       "7996            1.0                       1              0  \n",
+       "7997            1.0                       0              1  \n",
+       "7998            1.0                       0              1  \n",
+       "7999            1.0                       0              1  \n",
+       "8000            1.0                       0              1  \n",
+       "8001            2.0                       0              1  \n",
+       "8002            1.0                       1              0  \n",
+       "8003            1.0                       0              1  \n",
+       "8004            2.0                       0              1  \n",
+       "8005            1.0                       0              1  \n",
+       "8006            2.0                       0              1  \n",
+       "\n",
+       "[7420 rows x 15 columns]"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 45,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -6612,7 +6614,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
@@ -6658,18 +6660,18 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -6678,36 +6680,36 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -6718,16 +6720,16 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -6738,16 +6740,16 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>1</td>\n",
@@ -6758,38 +6760,38 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -6798,36 +6800,36 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
+       "      <td>84.09</td>\n",
+       "      <td>2</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -6837,19 +6839,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
+       "      <th>10</th>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
-       "      <td>2</td>\n",
+       "      <td>59.9</td>\n",
+       "      <td>18</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -6857,58 +6859,58 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <th>11</th>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
-       "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
+       "      <th>12</th>\n",
+       "      <td>214540000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <th>13</th>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -6917,19 +6919,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <th>14</th>\n",
+       "      <td>150000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -6938,18 +6940,18 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -6958,16 +6960,16 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -6978,57 +6980,57 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -7037,39 +7039,39 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
+       "      <th>21</th>\n",
+       "      <td>184000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>13</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
+       "      <th>22</th>\n",
+       "      <td>395000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
+       "      <td>114.99</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7077,98 +7079,98 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
+       "      <th>23</th>\n",
+       "      <td>151000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.962</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
+       "      <td>108.2848</td>\n",
+       "      <td>9</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>1</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <th>24</th>\n",
+       "      <td>460000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
+       "      <td>4</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>127.18</td>\n",
        "      <td>19</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
+       "      <td>224000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
+       "      <td>2</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
+       "      <td>59.26</td>\n",
        "      <td>5</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
-       "      <td>2</td>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -7178,16 +7180,16 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
+       "      <td>275000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72.2358</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7198,36 +7200,36 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
-       "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
-       "      <td>117000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>22</td>\n",
-       "      <td>3776.0</td>\n",
-       "      <td>3382</td>\n",
-       "      <td>35</td>\n",
+       "      <td>210000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.78</td>\n",
+       "      <td>1</td>\n",
+       "      <td>659.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>5</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>104.76</td>\n",
-       "      <td>500</td>\n",
+       "      <td>108.08</td>\n",
+       "      <td>283</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7238,23 +7240,23 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>150000000</td>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.4</td>\n",
-       "      <td>17</td>\n",
-       "      <td>709.0</td>\n",
-       "      <td>783</td>\n",
-       "      <td>6</td>\n",
+       "      <td>39.6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>10</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>85.82</td>\n",
-       "      <td>313</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>56.91</td>\n",
+       "      <td>626</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>...</th>\n",
@@ -7277,17 +7279,17 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>369000000</td>\n",
+       "      <th>7976</th>\n",
+       "      <td>210000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>102.52</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <td>4515.0</td>\n",
+       "      <td>2637</td>\n",
+       "      <td>30</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>131.85</td>\n",
+       "      <td>398</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7297,57 +7299,57 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
-       "      <td>9</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
        "      <td>corridor</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
+       "      <td>95.59</td>\n",
+       "      <td>1</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7357,18 +7359,18 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>108.64</td>\n",
+       "      <td>87</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -7377,16 +7379,16 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>77.68</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
@@ -7397,39 +7399,39 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7437,17 +7439,17 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7457,17 +7459,17 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
        "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7477,19 +7479,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
        "      <td>3</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7497,19 +7499,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7517,37 +7519,37 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7557,19 +7559,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7577,17 +7579,17 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7597,19 +7599,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7617,39 +7619,39 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
-       "      <td>8</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7657,39 +7659,39 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
+       "      <td>59.97</td>\n",
+       "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
+       "      <td>4</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7697,39 +7699,39 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>4</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>16</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7737,19 +7739,19 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -7757,17 +7759,17 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
        "      <td>15</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -7777,58 +7779,58 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
+       "      <td>59.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
+       "      <td>corridor</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
-       "      <td>7</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>134.8</td>\n",
+       "      <td>56</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -7837,433 +7839,433 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
+       "      <td>20</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
        "      <td>stairway</td>\n",
-       "      <td>105.79</td>\n",
-       "      <td>56</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
+       "      <td>84.87</td>\n",
+       "      <td>1</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
+       "      <td>stairway</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4465 rows × 17 columns</p>\n",
+       "<p>7420 rows × 17 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "30                 117000000     0               84.99     22   \n",
-       "31                 150000000     1                59.4     17   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4773               369000000     1              59.993      6   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "30                 210000000     1              84.78      1   \n",
+       "31                 190000000     1               39.6     10   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7976               210000000     0             102.52      1   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
-       "30                           3776.0                            3382   \n",
-       "31                            709.0                             783   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
+       "30                            659.0                             746   \n",
+       "31                            486.0                            1624   \n",
        "...                             ...                             ...   \n",
-       "4773                         1153.0                             850   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7976                         4515.0                            2637   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites front_door_structure supply_area  \\\n",
-       "0                                    15             stairway      104.75   \n",
-       "1                                    65             stairway      109.35   \n",
-       "2                                     4             stairway       198.7   \n",
-       "3                                     6             stairway      109.81   \n",
-       "4                                    30             corridor      112.39   \n",
-       "5                                     1             stairway      125.62   \n",
-       "6                                    22             stairway       76.62   \n",
-       "7                                     1             stairway      111.28   \n",
-       "8                                    22             stairway       81.54   \n",
-       "9                                     2             stairway      108.79   \n",
-       "10                                    2             stairway      244.63   \n",
-       "11                                    5             stairway      116.84   \n",
-       "12                                   16             stairway      162.74   \n",
-       "13                                    3             stairway      147.52   \n",
-       "15                                   10             corridor       76.88   \n",
-       "16                                   21             stairway      110.76   \n",
-       "17                                   10             stairway       85.02   \n",
-       "18                                    8             corridor       74.27   \n",
-       "19                                    7             stairway      107.51   \n",
-       "20                                    2             stairway      106.34   \n",
-       "21                                  124             stairway        59.5   \n",
-       "22                                   12             stairway      106.79   \n",
-       "23                                   19             corridor       85.12   \n",
-       "25                                   13             stairway      100.04   \n",
-       "26                                    5             stairway      109.66   \n",
-       "27                                    2             stairway      155.92   \n",
-       "28                                   11             stairway       85.43   \n",
-       "29                                   10             stairway      201.31   \n",
-       "30                                   35             stairway      104.76   \n",
-       "31                                    6             corridor       85.82   \n",
+       "0                                     8             corridor       88.51   \n",
+       "1                                    11             stairway       85.37   \n",
+       "2                                     3             stairway       80.44   \n",
+       "3                                    13             stairway      102.69   \n",
+       "4                                    19             corridor       85.12   \n",
+       "5                                    36             corridor      143.81   \n",
+       "6                                     2             stairway      107.32   \n",
+       "7                                   122             stairway      161.98   \n",
+       "8                                    28             stairway      105.32   \n",
+       "10                                   27             stairway       82.54   \n",
+       "11                                   11             stairway      155.05   \n",
+       "12                                   17             stairway      153.13   \n",
+       "13                                   35             stairway      107.48   \n",
+       "14                                    5             stairway       79.55   \n",
+       "15                                    2             stairway      155.01   \n",
+       "16                                   21             corridor       78.18   \n",
+       "17                                    3             stairway      156.57   \n",
+       "18                                    4             stairway      107.13   \n",
+       "19                                    8             stairway      143.48   \n",
+       "21                                   13             stairway      106.95   \n",
+       "22                                   11             stairway      143.66   \n",
+       "23                                    1             stairway       139.1   \n",
+       "24                                    4             stairway      127.18   \n",
+       "25                                    2             corridor      107.93   \n",
+       "26                                   14             corridor       83.26   \n",
+       "27                                   21             stairway      132.88   \n",
+       "28                                   30             stairway       95.84   \n",
+       "29                                    6             stairway       88.59   \n",
+       "30                                    5             stairway      108.08   \n",
+       "31                                   10             corridor       56.91   \n",
        "...                                 ...                  ...         ...   \n",
-       "4773                                 21             stairway       80.97   \n",
-       "4774                                  9             corridor       78.49   \n",
-       "4775                                 51             stairway      109.64   \n",
-       "4776                                 21             stairway       80.97   \n",
-       "4777                                  2             stairway       159.2   \n",
-       "4778                                  9             stairway      128.83   \n",
-       "4779                                 13             stairway      110.48   \n",
-       "4780                                  8             corridor       65.69   \n",
-       "4781                                  9             stairway       78.51   \n",
-       "4782                                  2             stairway       77.35   \n",
-       "4783                                  3             corridor       76.44   \n",
-       "4784                                  7             stairway      112.66   \n",
-       "4785                                124             stairway        59.5   \n",
-       "4786                                  3             stairway       93.51   \n",
-       "4787                                  9             stairway      109.81   \n",
-       "4788                                  2             stairway      108.05   \n",
-       "4790                                 18             stairway       82.61   \n",
-       "4791                                  8             stairway      103.41   \n",
-       "4792                                 13             corridor       88.78   \n",
-       "4793                                  6             corridor       81.97   \n",
-       "4794                                 32             stairway      113.67   \n",
-       "4795                                  4             stairway      106.74   \n",
-       "4796                                 15             stairway      104.75   \n",
-       "4797                                 11             stairway      108.63   \n",
-       "4798                                 15             stairway      111.48   \n",
-       "4799                                 25                mixed      109.57   \n",
-       "4800                                  2             stairway       91.48   \n",
-       "4801                                  7             stairway      134.04   \n",
-       "4802                                 18             stairway      105.79   \n",
-       "4803                                 10             corridor       56.91   \n",
+       "7976                                 30             stairway      131.85   \n",
+       "7978                                 18             corridor       81.14   \n",
+       "7979                                  1             stairway       95.59   \n",
+       "7980                                 14             stairway      113.65   \n",
+       "7981                                  3             stairway      108.64   \n",
+       "7982                                  4             stairway       77.68   \n",
+       "7983                                 26             stairway       58.24   \n",
+       "7984                                 14             stairway      108.76   \n",
+       "7985                                  4             stairway      109.15   \n",
+       "7986                                 11             stairway      109.36   \n",
+       "7987                                  3             stairway      113.91   \n",
+       "7988                                 24             stairway       80.72   \n",
+       "7989                                  1             corridor       77.96   \n",
+       "7990                                  1             stairway       104.7   \n",
+       "7991                                  3             corridor       83.31   \n",
+       "7992                                  3             stairway      105.22   \n",
+       "7993                                 15             stairway       95.15   \n",
+       "7994                                 10             stairway      108.52   \n",
+       "7995                                  3             stairway      108.16   \n",
+       "7996                                 65             stairway       42.28   \n",
+       "7997                                  4             stairway       80.55   \n",
+       "7998                                 16             corridor       72.73   \n",
+       "7999                                  9             corridor       83.46   \n",
+       "8000                                  2             corridor       67.28   \n",
+       "8001                                 15             corridor      106.77   \n",
+       "8002                                 14             corridor       71.07   \n",
+       "8003                                  6             corridor        82.4   \n",
+       "8004                                  4             stairway       134.8   \n",
+       "8005                                  6             stairway       80.38   \n",
+       "8006                                 35             stairway      104.58   \n",
        "\n",
        "      total_household_count_of_area_type room_count bathroom_count  \\\n",
-       "0                                    958        3.0            2.0   \n",
-       "1                                    828        3.0            2.0   \n",
-       "2                                    154        3.0            2.0   \n",
-       "3                                     78        3.0            2.0   \n",
-       "4                                   1170        3.0            1.0   \n",
-       "5                                    164        3.0            2.0   \n",
-       "6                                    176        3.0            1.0   \n",
-       "7                                     60        3.0            2.0   \n",
-       "8                                    256        3.0            2.0   \n",
-       "9                                    108        3.0            2.0   \n",
-       "10                                    62        4.0            2.0   \n",
-       "11                                    34        3.0            2.0   \n",
-       "12                                   182        4.0            2.0   \n",
-       "13                                     2        4.0            2.0   \n",
-       "15                                   538        2.0            1.0   \n",
-       "16                                   816        3.0            2.0   \n",
-       "17                                    76        3.0            2.0   \n",
-       "18                                   228        2.0            1.0   \n",
-       "19                                   409        3.0            2.0   \n",
-       "20                                   120        3.0            2.0   \n",
-       "21                                    65        3.0            1.0   \n",
-       "22                                   224        3.0            2.0   \n",
-       "23                                   895        3.0            1.0   \n",
-       "25                                   270        3.0            1.0   \n",
-       "26                                    15        3.0            2.0   \n",
-       "27                                   112        3.0            2.0   \n",
-       "28                                   213        3.0            2.0   \n",
-       "29                                    48        4.0            2.0   \n",
-       "30                                   500        3.0            2.0   \n",
-       "31                                   313        3.0            1.0   \n",
+       "0                                     20        3.0            1.0   \n",
+       "1                                    168        3.0            1.0   \n",
+       "2                                    598        3.0            2.0   \n",
+       "3                                    628        3.0            2.0   \n",
+       "4                                    895        3.0            1.0   \n",
+       "5                                    102        4.0            2.0   \n",
+       "6                                     54        3.0            2.0   \n",
+       "7                                     76        4.0            2.0   \n",
+       "8                                    394        3.0            2.0   \n",
+       "10                                   384        3.0            1.0   \n",
+       "11                                   187        4.0            2.0   \n",
+       "12                                   214        4.0            2.0   \n",
+       "13                                   850        3.0            2.0   \n",
+       "14                                   160        3.0            1.0   \n",
+       "15                                    70        4.0            2.0   \n",
+       "16                                   753        3.0            2.0   \n",
+       "17                                    86        4.0            2.0   \n",
+       "18                                    85        3.0            2.0   \n",
+       "19                                   190        4.0            2.0   \n",
+       "21                                   300        3.0            2.0   \n",
+       "22                                   296        4.0            2.0   \n",
+       "23                                     9        3.0            2.0   \n",
+       "24                                    19        4.0            2.0   \n",
+       "25                                   167        3.0            1.0   \n",
+       "26                                   447        3.0            1.0   \n",
+       "27                                   278        4.0            2.0   \n",
+       "28                                    49        3.0            2.0   \n",
+       "29                                    78        3.0            1.0   \n",
+       "30                                   283        3.0            2.0   \n",
+       "31                                   626        2.0            1.0   \n",
        "...                                  ...        ...            ...   \n",
-       "4773                                 114        3.0            2.0   \n",
-       "4774                                  96        1.0            1.0   \n",
-       "4775                                 133        3.0            2.0   \n",
-       "4776                                 114        3.0            2.0   \n",
-       "4777                                  48        4.0            2.0   \n",
-       "4778                                  87        3.0            2.0   \n",
-       "4779                                 160        3.0            2.0   \n",
-       "4780                                  42        2.0            1.0   \n",
-       "4781                                   7        3.0            2.0   \n",
-       "4782                                  54        3.0            2.0   \n",
-       "4783                                 209        3.0            1.0   \n",
-       "4784                                 314        3.0            2.0   \n",
-       "4785                                  65        3.0            1.0   \n",
-       "4786                                  72        3.0            2.0   \n",
-       "4787                                  71        3.0            2.0   \n",
-       "4788                                  22        3.0            2.0   \n",
-       "4790                                 156        3.0            2.0   \n",
-       "4791                                 163        3.0            2.0   \n",
-       "4792                                 557        3.0            1.0   \n",
-       "4793                                 177        3.0            1.0   \n",
-       "4794                                 876        3.0            2.0   \n",
-       "4795                                 186        3.0            2.0   \n",
-       "4796                                 958        3.0            2.0   \n",
-       "4797                                 154        3.0            2.0   \n",
-       "4798                                  46        3.0            2.0   \n",
-       "4799                                 280        3.0            2.0   \n",
-       "4800                                 340        3.0            1.0   \n",
-       "4801                                 108        3.0            2.0   \n",
-       "4802                                  56        3.0            2.0   \n",
-       "4803                                 626        2.0            1.0   \n",
+       "7976                                 398        3.0            2.0   \n",
+       "7978                                 386        3.0            1.0   \n",
+       "7979                                   1        3.0            2.0   \n",
+       "7980                                 772        3.0            2.0   \n",
+       "7981                                  87        3.0            2.0   \n",
+       "7982                                  87        3.0            2.0   \n",
+       "7983                                  70        3.0            1.0   \n",
+       "7984                                 180        3.0            2.0   \n",
+       "7985                                 106        3.0            2.0   \n",
+       "7986                                 441        3.0            2.0   \n",
+       "7987                                  14        3.0            2.0   \n",
+       "7988                                 200        2.0            1.0   \n",
+       "7989                                  39        1.0            1.0   \n",
+       "7990                                 111        3.0            2.0   \n",
+       "7991                                 184        3.0            1.0   \n",
+       "7992                                 115        3.0            2.0   \n",
+       "7993                                 240        3.0            1.0   \n",
+       "7994                                 173        3.0            2.0   \n",
+       "7995                                  41        3.0            2.0   \n",
+       "7996                                 500        1.0            1.0   \n",
+       "7997                                 128        3.0            1.0   \n",
+       "7998                                1268        3.0            1.0   \n",
+       "7999                                 558        3.0            1.0   \n",
+       "8000                                  90        2.0            1.0   \n",
+       "8001                                 445        3.0            2.0   \n",
+       "8002                                 743        3.0            1.0   \n",
+       "8003                                 956        3.0            1.0   \n",
+       "8004                                  56        4.0            2.0   \n",
+       "8005                                 200        3.0            1.0   \n",
+       "8006                                1034        3.0            2.0   \n",
        "\n",
        "      heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
        "0                          0              1                  0   \n",
-       "1                          1              0                  0   \n",
+       "1                          0              1                  0   \n",
        "2                          0              1                  0   \n",
        "3                          0              1                  0   \n",
        "4                          1              0                  0   \n",
-       "5                          0              1                  0   \n",
+       "5                          1              0                  0   \n",
        "6                          0              1                  0   \n",
-       "7                          0              1                  0   \n",
+       "7                          1              0                  0   \n",
        "8                          0              1                  0   \n",
-       "9                          0              1                  0   \n",
-       "10                         0              1                  1   \n",
+       "10                         0              1                  0   \n",
        "11                         1              0                  0   \n",
-       "12                         0              1                  0   \n",
+       "12                         0              1                  1   \n",
        "13                         0              1                  0   \n",
+       "14                         0              1                  0   \n",
        "15                         0              1                  0   \n",
        "16                         0              1                  0   \n",
        "17                         0              1                  0   \n",
-       "18                         0              1                  1   \n",
+       "18                         0              1                  0   \n",
        "19                         0              1                  0   \n",
-       "20                         1              0                  0   \n",
        "21                         0              1                  0   \n",
-       "22                         1              0                  0   \n",
-       "23                         1              0                  0   \n",
-       "25                         0              1                  1   \n",
-       "26                         0              1                  0   \n",
+       "22                         0              1                  0   \n",
+       "23                         0              1                  0   \n",
+       "24                         0              1                  0   \n",
+       "25                         0              1                  0   \n",
+       "26                         1              0                  0   \n",
        "27                         0              1                  0   \n",
        "28                         0              1                  0   \n",
-       "29                         0              1                  0   \n",
+       "29                         1              0                  0   \n",
        "30                         0              1                  0   \n",
-       "31                         0              1                  1   \n",
+       "31                         1              0                  0   \n",
        "...                      ...            ...                ...   \n",
-       "4773                       0              1                  0   \n",
-       "4774                       0              1                  0   \n",
-       "4775                       1              0                  0   \n",
-       "4776                       0              1                  0   \n",
-       "4777                       0              1                  0   \n",
-       "4778                       0              1                  0   \n",
-       "4779                       0              1                  0   \n",
-       "4780                       0              1                  0   \n",
-       "4781                       0              1                  0   \n",
-       "4782                       0              1                  0   \n",
-       "4783                       0              1                  0   \n",
-       "4784                       0              1                  0   \n",
-       "4785                       0              1                  0   \n",
-       "4786                       0              1                  0   \n",
-       "4787                       0              1                  0   \n",
-       "4788                       0              1                  0   \n",
-       "4790                       0              1                  0   \n",
-       "4791                       0              1                  0   \n",
-       "4792                       0              1                  0   \n",
-       "4793                       0              1                  0   \n",
-       "4794                       0              1                  0   \n",
-       "4795                       0              1                  0   \n",
-       "4796                       0              1                  0   \n",
-       "4797                       0              1                  0   \n",
-       "4798                       0              1                  0   \n",
-       "4799                       0              1                  0   \n",
-       "4800                       1              0                  0   \n",
-       "4801                       0              1                  0   \n",
-       "4802                       1              0                  0   \n",
-       "4803                       1              0                  0   \n",
+       "7976                       0              1                  0   \n",
+       "7978                       1              0                  0   \n",
+       "7979                       0              1                  0   \n",
+       "7980                       0              1                  0   \n",
+       "7981                       0              1                  0   \n",
+       "7982                       0              1                  0   \n",
+       "7983                       1              0                  0   \n",
+       "7984                       0              1                  0   \n",
+       "7985                       0              1                  0   \n",
+       "7986                       0              1                  0   \n",
+       "7987                       0              1                  0   \n",
+       "7988                       0              1                  0   \n",
+       "7989                       1              0                  0   \n",
+       "7990                       0              1                  0   \n",
+       "7991                       0              1                  0   \n",
+       "7992                       0              1                  0   \n",
+       "7993                       0              1                  0   \n",
+       "7994                       1              0                  0   \n",
+       "7995                       0              1                  0   \n",
+       "7996                       1              0                  0   \n",
+       "7997                       0              1                  0   \n",
+       "7998                       0              1                  0   \n",
+       "7999                       0              1                  0   \n",
+       "8000                       0              1                  0   \n",
+       "8001                       0              1                  0   \n",
+       "8002                       1              0                  0   \n",
+       "8003                       0              1                  0   \n",
+       "8004                       0              1                  0   \n",
+       "8005                       0              1                  0   \n",
+       "8006                       0              1                  0   \n",
        "\n",
        "      heat_type_district  heat_type_individual  \n",
        "0                      0                     1  \n",
-       "1                      1                     0  \n",
+       "1                      0                     1  \n",
        "2                      0                     1  \n",
        "3                      0                     1  \n",
        "4                      1                     0  \n",
-       "5                      0                     1  \n",
+       "5                      1                     0  \n",
        "6                      0                     1  \n",
-       "7                      0                     1  \n",
+       "7                      1                     0  \n",
        "8                      0                     1  \n",
-       "9                      0                     1  \n",
-       "10                     0                     0  \n",
+       "10                     0                     1  \n",
        "11                     1                     0  \n",
-       "12                     0                     1  \n",
+       "12                     0                     0  \n",
        "13                     0                     1  \n",
+       "14                     0                     1  \n",
        "15                     0                     1  \n",
        "16                     0                     1  \n",
-       "17                     1                     0  \n",
-       "18                     0                     0  \n",
+       "17                     0                     1  \n",
+       "18                     0                     1  \n",
        "19                     0                     1  \n",
-       "20                     1                     0  \n",
        "21                     0                     1  \n",
-       "22                     1                     0  \n",
-       "23                     1                     0  \n",
-       "25                     0                     0  \n",
-       "26                     0                     1  \n",
+       "22                     0                     1  \n",
+       "23                     0                     1  \n",
+       "24                     0                     1  \n",
+       "25                     0                     1  \n",
+       "26                     1                     0  \n",
        "27                     0                     1  \n",
        "28                     0                     1  \n",
-       "29                     0                     1  \n",
+       "29                     1                     0  \n",
        "30                     0                     1  \n",
-       "31                     0                     0  \n",
+       "31                     1                     0  \n",
        "...                  ...                   ...  \n",
-       "4773                   0                     1  \n",
-       "4774                   0                     1  \n",
-       "4775                   1                     0  \n",
-       "4776                   0                     1  \n",
-       "4777                   0                     1  \n",
-       "4778                   0                     1  \n",
-       "4779                   0                     1  \n",
-       "4780                   0                     1  \n",
-       "4781                   0                     1  \n",
-       "4782                   0                     1  \n",
-       "4783                   0                     1  \n",
-       "4784                   0                     1  \n",
-       "4785                   0                     1  \n",
-       "4786                   0                     1  \n",
-       "4787                   0                     1  \n",
-       "4788                   0                     1  \n",
-       "4790                   0                     1  \n",
-       "4791                   0                     1  \n",
-       "4792                   0                     1  \n",
-       "4793                   0                     1  \n",
-       "4794                   0                     1  \n",
-       "4795                   0                     1  \n",
-       "4796                   0                     1  \n",
-       "4797                   0                     1  \n",
-       "4798                   0                     1  \n",
-       "4799                   0                     1  \n",
-       "4800                   1                     0  \n",
-       "4801                   0                     1  \n",
-       "4802                   1                     0  \n",
-       "4803                   1                     0  \n",
-       "\n",
-       "[4465 rows x 17 columns]"
+       "7976                   0                     1  \n",
+       "7978                   1                     0  \n",
+       "7979                   0                     1  \n",
+       "7980                   0                     1  \n",
+       "7981                   0                     1  \n",
+       "7982                   0                     1  \n",
+       "7983                   1                     0  \n",
+       "7984                   0                     1  \n",
+       "7985                   0                     1  \n",
+       "7986                   0                     1  \n",
+       "7987                   0                     1  \n",
+       "7988                   0                     1  \n",
+       "7989                   1                     0  \n",
+       "7990                   0                     1  \n",
+       "7991                   0                     1  \n",
+       "7992                   0                     1  \n",
+       "7993                   0                     1  \n",
+       "7994                   1                     0  \n",
+       "7995                   0                     1  \n",
+       "7996                   1                     0  \n",
+       "7997                   0                     1  \n",
+       "7998                   1                     0  \n",
+       "7999                   0                     1  \n",
+       "8000                   0                     1  \n",
+       "8001                   0                     1  \n",
+       "8002                   1                     0  \n",
+       "8003                   0                     1  \n",
+       "8004                   0                     1  \n",
+       "8005                   0                     1  \n",
+       "8006                   0                     1  \n",
+       "\n",
+       "[7420 rows x 17 columns]"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -8279,7 +8281,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 47,
    "metadata": {},
    "outputs": [
     {
@@ -8320,155 +8322,155 @@
        "    <tr>\n",
        "      <th>transaction_real_price</th>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.412852</td>\n",
-       "      <td>0.090538</td>\n",
-       "      <td>0.212969</td>\n",
-       "      <td>0.297345</td>\n",
-       "      <td>-0.034087</td>\n",
-       "      <td>0.279250</td>\n",
-       "      <td>-0.279250</td>\n",
-       "      <td>0.013258</td>\n",
-       "      <td>0.274014</td>\n",
-       "      <td>-0.257658</td>\n",
+       "      <td>0.397635</td>\n",
+       "      <td>0.096350</td>\n",
+       "      <td>0.202280</td>\n",
+       "      <td>0.280351</td>\n",
+       "      <td>-0.022753</td>\n",
+       "      <td>0.312462</td>\n",
+       "      <td>-0.312462</td>\n",
+       "      <td>0.021122</td>\n",
+       "      <td>0.290229</td>\n",
+       "      <td>-0.275350</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>city</th>\n",
-       "      <td>0.412852</td>\n",
+       "      <td>0.397635</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>-0.181702</td>\n",
-       "      <td>0.093739</td>\n",
-       "      <td>0.152031</td>\n",
-       "      <td>0.026329</td>\n",
-       "      <td>0.259325</td>\n",
-       "      <td>-0.259325</td>\n",
-       "      <td>0.107246</td>\n",
-       "      <td>0.254191</td>\n",
-       "      <td>-0.295416</td>\n",
+       "      <td>-0.181996</td>\n",
+       "      <td>0.100055</td>\n",
+       "      <td>0.153349</td>\n",
+       "      <td>0.029006</td>\n",
+       "      <td>0.243457</td>\n",
+       "      <td>-0.243457</td>\n",
+       "      <td>0.128375</td>\n",
+       "      <td>0.232787</td>\n",
+       "      <td>-0.287922</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>floor</th>\n",
-       "      <td>0.090538</td>\n",
-       "      <td>-0.181702</td>\n",
+       "      <td>0.096350</td>\n",
+       "      <td>-0.181996</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.111340</td>\n",
-       "      <td>-0.001807</td>\n",
-       "      <td>0.028362</td>\n",
-       "      <td>-0.064900</td>\n",
-       "      <td>0.064900</td>\n",
-       "      <td>-0.029545</td>\n",
-       "      <td>-0.068462</td>\n",
-       "      <td>0.079958</td>\n",
+       "      <td>0.094683</td>\n",
+       "      <td>-0.011955</td>\n",
+       "      <td>0.018497</td>\n",
+       "      <td>-0.055589</td>\n",
+       "      <td>0.055589</td>\n",
+       "      <td>-0.049552</td>\n",
+       "      <td>-0.070715</td>\n",
+       "      <td>0.093817</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>total_household_count_in_sites</th>\n",
-       "      <td>0.212969</td>\n",
-       "      <td>0.093739</td>\n",
-       "      <td>0.111340</td>\n",
+       "      <td>0.202280</td>\n",
+       "      <td>0.100055</td>\n",
+       "      <td>0.094683</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.867192</td>\n",
-       "      <td>0.514153</td>\n",
-       "      <td>0.241076</td>\n",
-       "      <td>-0.241076</td>\n",
-       "      <td>0.093300</td>\n",
-       "      <td>0.238785</td>\n",
-       "      <td>-0.273089</td>\n",
+       "      <td>0.856216</td>\n",
+       "      <td>0.527418</td>\n",
+       "      <td>0.235859</td>\n",
+       "      <td>-0.235859</td>\n",
+       "      <td>0.091704</td>\n",
+       "      <td>0.236382</td>\n",
+       "      <td>-0.269103</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>apartment_building_count_in_sites</th>\n",
-       "      <td>0.297345</td>\n",
-       "      <td>0.152031</td>\n",
-       "      <td>-0.001807</td>\n",
-       "      <td>0.867192</td>\n",
+       "      <td>0.280351</td>\n",
+       "      <td>0.153349</td>\n",
+       "      <td>-0.011955</td>\n",
+       "      <td>0.856216</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.413571</td>\n",
-       "      <td>0.226111</td>\n",
-       "      <td>-0.226111</td>\n",
-       "      <td>0.027280</td>\n",
-       "      <td>0.227960</td>\n",
-       "      <td>-0.224006</td>\n",
+       "      <td>0.426104</td>\n",
+       "      <td>0.230889</td>\n",
+       "      <td>-0.230889</td>\n",
+       "      <td>0.021307</td>\n",
+       "      <td>0.236704</td>\n",
+       "      <td>-0.227025</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>total_household_count_of_area_type</th>\n",
-       "      <td>-0.034087</td>\n",
-       "      <td>0.026329</td>\n",
-       "      <td>0.028362</td>\n",
-       "      <td>0.514153</td>\n",
-       "      <td>0.413571</td>\n",
+       "      <td>-0.022753</td>\n",
+       "      <td>0.029006</td>\n",
+       "      <td>0.018497</td>\n",
+       "      <td>0.527418</td>\n",
+       "      <td>0.426104</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.098852</td>\n",
-       "      <td>-0.098852</td>\n",
-       "      <td>0.072139</td>\n",
-       "      <td>0.095482</td>\n",
-       "      <td>-0.129888</td>\n",
+       "      <td>0.085438</td>\n",
+       "      <td>-0.085438</td>\n",
+       "      <td>0.083833</td>\n",
+       "      <td>0.090550</td>\n",
+       "      <td>-0.132398</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_fuel_cogeneration</th>\n",
-       "      <td>0.279250</td>\n",
-       "      <td>0.259325</td>\n",
-       "      <td>-0.064900</td>\n",
-       "      <td>0.241076</td>\n",
-       "      <td>0.226111</td>\n",
-       "      <td>0.098852</td>\n",
+       "      <td>0.312462</td>\n",
+       "      <td>0.243457</td>\n",
+       "      <td>-0.055589</td>\n",
+       "      <td>0.235859</td>\n",
+       "      <td>0.230889</td>\n",
+       "      <td>0.085438</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>-1.000000</td>\n",
-       "      <td>-0.137430</td>\n",
-       "      <td>0.948811</td>\n",
-       "      <td>-0.783278</td>\n",
+       "      <td>-0.135774</td>\n",
+       "      <td>0.943167</td>\n",
+       "      <td>-0.771784</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_fuel_gas</th>\n",
-       "      <td>-0.279250</td>\n",
-       "      <td>-0.259325</td>\n",
-       "      <td>0.064900</td>\n",
-       "      <td>-0.241076</td>\n",
-       "      <td>-0.226111</td>\n",
-       "      <td>-0.098852</td>\n",
+       "      <td>-0.312462</td>\n",
+       "      <td>-0.243457</td>\n",
+       "      <td>0.055589</td>\n",
+       "      <td>-0.235859</td>\n",
+       "      <td>-0.230889</td>\n",
+       "      <td>-0.085438</td>\n",
        "      <td>-1.000000</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.137430</td>\n",
-       "      <td>-0.948811</td>\n",
-       "      <td>0.783278</td>\n",
+       "      <td>0.135774</td>\n",
+       "      <td>-0.943167</td>\n",
+       "      <td>0.771784</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_type_central</th>\n",
-       "      <td>0.013258</td>\n",
-       "      <td>0.107246</td>\n",
-       "      <td>-0.029545</td>\n",
-       "      <td>0.093300</td>\n",
-       "      <td>0.027280</td>\n",
-       "      <td>0.072139</td>\n",
-       "      <td>-0.137430</td>\n",
-       "      <td>0.137430</td>\n",
+       "      <td>0.021122</td>\n",
+       "      <td>0.128375</td>\n",
+       "      <td>-0.049552</td>\n",
+       "      <td>0.091704</td>\n",
+       "      <td>0.021307</td>\n",
+       "      <td>0.083833</td>\n",
+       "      <td>-0.135774</td>\n",
+       "      <td>0.135774</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>-0.169715</td>\n",
-       "      <td>-0.439283</td>\n",
+       "      <td>-0.166300</td>\n",
+       "      <td>-0.451382</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_type_district</th>\n",
-       "      <td>0.274014</td>\n",
-       "      <td>0.254191</td>\n",
-       "      <td>-0.068462</td>\n",
-       "      <td>0.238785</td>\n",
-       "      <td>0.227960</td>\n",
-       "      <td>0.095482</td>\n",
-       "      <td>0.948811</td>\n",
-       "      <td>-0.948811</td>\n",
-       "      <td>-0.169715</td>\n",
+       "      <td>0.290229</td>\n",
+       "      <td>0.232787</td>\n",
+       "      <td>-0.070715</td>\n",
+       "      <td>0.236382</td>\n",
+       "      <td>0.236704</td>\n",
+       "      <td>0.090550</td>\n",
+       "      <td>0.943167</td>\n",
+       "      <td>-0.943167</td>\n",
+       "      <td>-0.166300</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>-0.810764</td>\n",
+       "      <td>-0.804841</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>heat_type_individual</th>\n",
-       "      <td>-0.257658</td>\n",
-       "      <td>-0.295416</td>\n",
-       "      <td>0.079958</td>\n",
-       "      <td>-0.273089</td>\n",
-       "      <td>-0.224006</td>\n",
-       "      <td>-0.129888</td>\n",
-       "      <td>-0.783278</td>\n",
-       "      <td>0.783278</td>\n",
-       "      <td>-0.439283</td>\n",
-       "      <td>-0.810764</td>\n",
+       "      <td>-0.275350</td>\n",
+       "      <td>-0.287922</td>\n",
+       "      <td>0.093817</td>\n",
+       "      <td>-0.269103</td>\n",
+       "      <td>-0.227025</td>\n",
+       "      <td>-0.132398</td>\n",
+       "      <td>-0.771784</td>\n",
+       "      <td>0.771784</td>\n",
+       "      <td>-0.451382</td>\n",
+       "      <td>-0.804841</td>\n",
        "      <td>1.000000</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -8477,98 +8479,98 @@
       ],
       "text/plain": [
        "                                    transaction_real_price      city  \\\n",
-       "transaction_real_price                            1.000000  0.412852   \n",
-       "city                                              0.412852  1.000000   \n",
-       "floor                                             0.090538 -0.181702   \n",
-       "total_household_count_in_sites                    0.212969  0.093739   \n",
-       "apartment_building_count_in_sites                 0.297345  0.152031   \n",
-       "total_household_count_of_area_type               -0.034087  0.026329   \n",
-       "heat_fuel_cogeneration                            0.279250  0.259325   \n",
-       "heat_fuel_gas                                    -0.279250 -0.259325   \n",
-       "heat_type_central                                 0.013258  0.107246   \n",
-       "heat_type_district                                0.274014  0.254191   \n",
-       "heat_type_individual                             -0.257658 -0.295416   \n",
+       "transaction_real_price                            1.000000  0.397635   \n",
+       "city                                              0.397635  1.000000   \n",
+       "floor                                             0.096350 -0.181996   \n",
+       "total_household_count_in_sites                    0.202280  0.100055   \n",
+       "apartment_building_count_in_sites                 0.280351  0.153349   \n",
+       "total_household_count_of_area_type               -0.022753  0.029006   \n",
+       "heat_fuel_cogeneration                            0.312462  0.243457   \n",
+       "heat_fuel_gas                                    -0.312462 -0.243457   \n",
+       "heat_type_central                                 0.021122  0.128375   \n",
+       "heat_type_district                                0.290229  0.232787   \n",
+       "heat_type_individual                             -0.275350 -0.287922   \n",
        "\n",
        "                                       floor  total_household_count_in_sites  \\\n",
-       "transaction_real_price              0.090538                        0.212969   \n",
-       "city                               -0.181702                        0.093739   \n",
-       "floor                               1.000000                        0.111340   \n",
-       "total_household_count_in_sites      0.111340                        1.000000   \n",
-       "apartment_building_count_in_sites  -0.001807                        0.867192   \n",
-       "total_household_count_of_area_type  0.028362                        0.514153   \n",
-       "heat_fuel_cogeneration             -0.064900                        0.241076   \n",
-       "heat_fuel_gas                       0.064900                       -0.241076   \n",
-       "heat_type_central                  -0.029545                        0.093300   \n",
-       "heat_type_district                 -0.068462                        0.238785   \n",
-       "heat_type_individual                0.079958                       -0.273089   \n",
+       "transaction_real_price              0.096350                        0.202280   \n",
+       "city                               -0.181996                        0.100055   \n",
+       "floor                               1.000000                        0.094683   \n",
+       "total_household_count_in_sites      0.094683                        1.000000   \n",
+       "apartment_building_count_in_sites  -0.011955                        0.856216   \n",
+       "total_household_count_of_area_type  0.018497                        0.527418   \n",
+       "heat_fuel_cogeneration             -0.055589                        0.235859   \n",
+       "heat_fuel_gas                       0.055589                       -0.235859   \n",
+       "heat_type_central                  -0.049552                        0.091704   \n",
+       "heat_type_district                 -0.070715                        0.236382   \n",
+       "heat_type_individual                0.093817                       -0.269103   \n",
        "\n",
        "                                    apartment_building_count_in_sites  \\\n",
-       "transaction_real_price                                       0.297345   \n",
-       "city                                                         0.152031   \n",
-       "floor                                                       -0.001807   \n",
-       "total_household_count_in_sites                               0.867192   \n",
+       "transaction_real_price                                       0.280351   \n",
+       "city                                                         0.153349   \n",
+       "floor                                                       -0.011955   \n",
+       "total_household_count_in_sites                               0.856216   \n",
        "apartment_building_count_in_sites                            1.000000   \n",
-       "total_household_count_of_area_type                           0.413571   \n",
-       "heat_fuel_cogeneration                                       0.226111   \n",
-       "heat_fuel_gas                                               -0.226111   \n",
-       "heat_type_central                                            0.027280   \n",
-       "heat_type_district                                           0.227960   \n",
-       "heat_type_individual                                        -0.224006   \n",
+       "total_household_count_of_area_type                           0.426104   \n",
+       "heat_fuel_cogeneration                                       0.230889   \n",
+       "heat_fuel_gas                                               -0.230889   \n",
+       "heat_type_central                                            0.021307   \n",
+       "heat_type_district                                           0.236704   \n",
+       "heat_type_individual                                        -0.227025   \n",
        "\n",
        "                                    total_household_count_of_area_type  \\\n",
-       "transaction_real_price                                       -0.034087   \n",
-       "city                                                          0.026329   \n",
-       "floor                                                         0.028362   \n",
-       "total_household_count_in_sites                                0.514153   \n",
-       "apartment_building_count_in_sites                             0.413571   \n",
+       "transaction_real_price                                       -0.022753   \n",
+       "city                                                          0.029006   \n",
+       "floor                                                         0.018497   \n",
+       "total_household_count_in_sites                                0.527418   \n",
+       "apartment_building_count_in_sites                             0.426104   \n",
        "total_household_count_of_area_type                            1.000000   \n",
-       "heat_fuel_cogeneration                                        0.098852   \n",
-       "heat_fuel_gas                                                -0.098852   \n",
-       "heat_type_central                                             0.072139   \n",
-       "heat_type_district                                            0.095482   \n",
-       "heat_type_individual                                         -0.129888   \n",
+       "heat_fuel_cogeneration                                        0.085438   \n",
+       "heat_fuel_gas                                                -0.085438   \n",
+       "heat_type_central                                             0.083833   \n",
+       "heat_type_district                                            0.090550   \n",
+       "heat_type_individual                                         -0.132398   \n",
        "\n",
        "                                    heat_fuel_cogeneration  heat_fuel_gas  \\\n",
-       "transaction_real_price                            0.279250      -0.279250   \n",
-       "city                                              0.259325      -0.259325   \n",
-       "floor                                            -0.064900       0.064900   \n",
-       "total_household_count_in_sites                    0.241076      -0.241076   \n",
-       "apartment_building_count_in_sites                 0.226111      -0.226111   \n",
-       "total_household_count_of_area_type                0.098852      -0.098852   \n",
+       "transaction_real_price                            0.312462      -0.312462   \n",
+       "city                                              0.243457      -0.243457   \n",
+       "floor                                            -0.055589       0.055589   \n",
+       "total_household_count_in_sites                    0.235859      -0.235859   \n",
+       "apartment_building_count_in_sites                 0.230889      -0.230889   \n",
+       "total_household_count_of_area_type                0.085438      -0.085438   \n",
        "heat_fuel_cogeneration                            1.000000      -1.000000   \n",
        "heat_fuel_gas                                    -1.000000       1.000000   \n",
-       "heat_type_central                                -0.137430       0.137430   \n",
-       "heat_type_district                                0.948811      -0.948811   \n",
-       "heat_type_individual                             -0.783278       0.783278   \n",
+       "heat_type_central                                -0.135774       0.135774   \n",
+       "heat_type_district                                0.943167      -0.943167   \n",
+       "heat_type_individual                             -0.771784       0.771784   \n",
        "\n",
        "                                    heat_type_central  heat_type_district  \\\n",
-       "transaction_real_price                       0.013258            0.274014   \n",
-       "city                                         0.107246            0.254191   \n",
-       "floor                                       -0.029545           -0.068462   \n",
-       "total_household_count_in_sites               0.093300            0.238785   \n",
-       "apartment_building_count_in_sites            0.027280            0.227960   \n",
-       "total_household_count_of_area_type           0.072139            0.095482   \n",
-       "heat_fuel_cogeneration                      -0.137430            0.948811   \n",
-       "heat_fuel_gas                                0.137430           -0.948811   \n",
-       "heat_type_central                            1.000000           -0.169715   \n",
-       "heat_type_district                          -0.169715            1.000000   \n",
-       "heat_type_individual                        -0.439283           -0.810764   \n",
+       "transaction_real_price                       0.021122            0.290229   \n",
+       "city                                         0.128375            0.232787   \n",
+       "floor                                       -0.049552           -0.070715   \n",
+       "total_household_count_in_sites               0.091704            0.236382   \n",
+       "apartment_building_count_in_sites            0.021307            0.236704   \n",
+       "total_household_count_of_area_type           0.083833            0.090550   \n",
+       "heat_fuel_cogeneration                      -0.135774            0.943167   \n",
+       "heat_fuel_gas                                0.135774           -0.943167   \n",
+       "heat_type_central                            1.000000           -0.166300   \n",
+       "heat_type_district                          -0.166300            1.000000   \n",
+       "heat_type_individual                        -0.451382           -0.804841   \n",
        "\n",
        "                                    heat_type_individual  \n",
-       "transaction_real_price                         -0.257658  \n",
-       "city                                           -0.295416  \n",
-       "floor                                           0.079958  \n",
-       "total_household_count_in_sites                 -0.273089  \n",
-       "apartment_building_count_in_sites              -0.224006  \n",
-       "total_household_count_of_area_type             -0.129888  \n",
-       "heat_fuel_cogeneration                         -0.783278  \n",
-       "heat_fuel_gas                                   0.783278  \n",
-       "heat_type_central                              -0.439283  \n",
-       "heat_type_district                             -0.810764  \n",
+       "transaction_real_price                         -0.275350  \n",
+       "city                                           -0.287922  \n",
+       "floor                                           0.093817  \n",
+       "total_household_count_in_sites                 -0.269103  \n",
+       "apartment_building_count_in_sites              -0.227025  \n",
+       "total_household_count_of_area_type             -0.132398  \n",
+       "heat_fuel_cogeneration                         -0.771784  \n",
+       "heat_fuel_gas                                   0.771784  \n",
+       "heat_type_central                              -0.451382  \n",
+       "heat_type_district                             -0.804841  \n",
        "heat_type_individual                            1.000000  "
       ]
      },
-     "execution_count": 14,
+     "execution_count": 47,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -8579,7 +8581,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
@@ -8627,59 +8629,59 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>570000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>135000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>82.32</td>\n",
+       "      <td>4</td>\n",
+       "      <td>224.0</td>\n",
+       "      <td>200</td>\n",
+       "      <td>8</td>\n",
+       "      <td>88.51</td>\n",
+       "      <td>20</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>1050000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>17</td>\n",
-       "      <td>7876.0</td>\n",
-       "      <td>5563</td>\n",
-       "      <td>65</td>\n",
-       "      <td>109.35</td>\n",
-       "      <td>828</td>\n",
+       "      <td>145000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.948</td>\n",
+       "      <td>19</td>\n",
+       "      <td>1497.0</td>\n",
+       "      <td>1280</td>\n",
+       "      <td>11</td>\n",
+       "      <td>85.37</td>\n",
+       "      <td>168</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>586050000</td>\n",
+       "      <td>94500000</td>\n",
        "      <td>0</td>\n",
-       "      <td>156.7997</td>\n",
-       "      <td>13</td>\n",
-       "      <td>857.0</td>\n",
-       "      <td>390</td>\n",
-       "      <td>4</td>\n",
-       "      <td>198.7</td>\n",
-       "      <td>154</td>\n",
+       "      <td>59.92</td>\n",
+       "      <td>14</td>\n",
+       "      <td>559.0</td>\n",
+       "      <td>848</td>\n",
+       "      <td>3</td>\n",
+       "      <td>80.44</td>\n",
+       "      <td>598</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -8693,15 +8695,15 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>389370000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>9</td>\n",
-       "      <td>492.0</td>\n",
-       "      <td>455</td>\n",
-       "      <td>6</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>78</td>\n",
+       "      <td>308000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>16</td>\n",
+       "      <td>1573.0</td>\n",
+       "      <td>1733</td>\n",
+       "      <td>13</td>\n",
+       "      <td>102.69</td>\n",
+       "      <td>628</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -8715,15 +8717,15 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>1130000000</td>\n",
+       "      <td>538000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>6</td>\n",
-       "      <td>3930.0</td>\n",
-       "      <td>3930</td>\n",
-       "      <td>30</td>\n",
-       "      <td>112.39</td>\n",
-       "      <td>1170</td>\n",
+       "      <td>59.88</td>\n",
+       "      <td>16</td>\n",
+       "      <td>2173.0</td>\n",
+       "      <td>2036</td>\n",
+       "      <td>19</td>\n",
+       "      <td>85.12</td>\n",
+       "      <td>895</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>1</td>\n",
@@ -8737,59 +8739,37 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>128000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>10</td>\n",
-       "      <td>225.0</td>\n",
-       "      <td>343</td>\n",
+       "      <td>1265000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>125.62</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>115.47</td>\n",
+       "      <td>3</td>\n",
+       "      <td>1444.0</td>\n",
+       "      <td>1848</td>\n",
+       "      <td>36</td>\n",
+       "      <td>143.81</td>\n",
+       "      <td>102</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>350000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.54</td>\n",
-       "      <td>26</td>\n",
-       "      <td>2990.0</td>\n",
-       "      <td>2182</td>\n",
-       "      <td>22</td>\n",
-       "      <td>76.62</td>\n",
-       "      <td>176</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>305000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>9</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>1</td>\n",
-       "      <td>111.28</td>\n",
-       "      <td>60</td>\n",
+       "      <th>6</th>\n",
+       "      <td>206000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>2</td>\n",
+       "      <td>243.0</td>\n",
+       "      <td>170</td>\n",
+       "      <td>2</td>\n",
+       "      <td>107.32</td>\n",
+       "      <td>54</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -8802,38 +8782,38 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>315000000</td>\n",
+       "      <th>7</th>\n",
+       "      <td>1120000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.053999999999995</td>\n",
-       "      <td>4</td>\n",
-       "      <td>635.0</td>\n",
-       "      <td>620</td>\n",
-       "      <td>22</td>\n",
-       "      <td>81.54</td>\n",
-       "      <td>256</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>126.18</td>\n",
+       "      <td>7</td>\n",
+       "      <td>5540.0</td>\n",
+       "      <td>5539</td>\n",
+       "      <td>122</td>\n",
+       "      <td>161.98</td>\n",
+       "      <td>76</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>350000000</td>\n",
+       "      <th>8</th>\n",
+       "      <td>382000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>6</td>\n",
-       "      <td>209.0</td>\n",
-       "      <td>194</td>\n",
+       "      <td>84.09</td>\n",
        "      <td>2</td>\n",
-       "      <td>108.79</td>\n",
-       "      <td>108</td>\n",
+       "      <td>2366.0</td>\n",
+       "      <td>1971</td>\n",
+       "      <td>28</td>\n",
+       "      <td>105.32</td>\n",
+       "      <td>394</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -8847,38 +8827,38 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>1400000000</td>\n",
+       "      <td>565000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>177.255</td>\n",
+       "      <td>59.9</td>\n",
        "      <td>18</td>\n",
-       "      <td>1662.0</td>\n",
-       "      <td>490</td>\n",
-       "      <td>2</td>\n",
-       "      <td>244.63</td>\n",
-       "      <td>62</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>2776.0</td>\n",
+       "      <td>2298</td>\n",
+       "      <td>27</td>\n",
+       "      <td>82.54</td>\n",
+       "      <td>384</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>480000000</td>\n",
+       "      <td>215600000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>117.27</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>465.0</td>\n",
-       "      <td>387</td>\n",
-       "      <td>5</td>\n",
-       "      <td>116.84</td>\n",
-       "      <td>34</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>941.0</td>\n",
+       "      <td>652</td>\n",
+       "      <td>11</td>\n",
+       "      <td>155.05</td>\n",
+       "      <td>187</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -8891,38 +8871,38 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>350000000</td>\n",
+       "      <td>214540000</td>\n",
        "      <td>0</td>\n",
-       "      <td>134.92</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1849.0</td>\n",
-       "      <td>1691</td>\n",
-       "      <td>16</td>\n",
-       "      <td>162.74</td>\n",
-       "      <td>182</td>\n",
+       "      <td>117.27</td>\n",
+       "      <td>2</td>\n",
+       "      <td>1576.0</td>\n",
+       "      <td>1112</td>\n",
+       "      <td>17</td>\n",
+       "      <td>153.13</td>\n",
+       "      <td>214</td>\n",
        "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>720000000</td>\n",
+       "      <td>163000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>98.55</td>\n",
-       "      <td>33</td>\n",
-       "      <td>3728.0</td>\n",
-       "      <td>1631</td>\n",
-       "      <td>3</td>\n",
-       "      <td>147.52</td>\n",
-       "      <td>2</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>19</td>\n",
+       "      <td>3776.0</td>\n",
+       "      <td>3382</td>\n",
+       "      <td>35</td>\n",
+       "      <td>107.48</td>\n",
+       "      <td>850</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -8934,38 +8914,60 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>150000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.84</td>\n",
+       "      <td>9</td>\n",
+       "      <td>514.0</td>\n",
+       "      <td>498</td>\n",
+       "      <td>5</td>\n",
+       "      <td>79.55</td>\n",
+       "      <td>160</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>260000000</td>\n",
+       "      <td>1093000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>60.06</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1425.0</td>\n",
-       "      <td>998</td>\n",
-       "      <td>10</td>\n",
-       "      <td>76.88</td>\n",
-       "      <td>538</td>\n",
+       "      <td>125.58</td>\n",
+       "      <td>8</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>138</td>\n",
+       "      <td>2</td>\n",
+       "      <td>155.01</td>\n",
+       "      <td>70</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>460000000</td>\n",
+       "      <td>297000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>9</td>\n",
+       "      <td>59.99</td>\n",
+       "      <td>10</td>\n",
        "      <td>2251.0</td>\n",
        "      <td>2904</td>\n",
        "      <td>21</td>\n",
-       "      <td>110.76</td>\n",
-       "      <td>816</td>\n",
+       "      <td>78.18</td>\n",
+       "      <td>753</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -8973,66 +8975,66 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>685000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1027.0</td>\n",
-       "      <td>847</td>\n",
-       "      <td>10</td>\n",
-       "      <td>85.02</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>357500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>125.04</td>\n",
+       "      <td>9</td>\n",
+       "      <td>543.0</td>\n",
+       "      <td>431</td>\n",
+       "      <td>3</td>\n",
+       "      <td>156.57</td>\n",
+       "      <td>86</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>175000000</td>\n",
+       "      <td>239400000</td>\n",
        "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1197.0</td>\n",
-       "      <td>798</td>\n",
-       "      <td>8</td>\n",
-       "      <td>74.27</td>\n",
-       "      <td>228</td>\n",
+       "      <td>84.99</td>\n",
+       "      <td>29</td>\n",
+       "      <td>1066.0</td>\n",
+       "      <td>690</td>\n",
+       "      <td>4</td>\n",
+       "      <td>107.13</td>\n",
+       "      <td>85</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>164000000</td>\n",
+       "      <td>392000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7504</td>\n",
-       "      <td>7</td>\n",
-       "      <td>712.0</td>\n",
-       "      <td>705</td>\n",
-       "      <td>7</td>\n",
-       "      <td>107.51</td>\n",
-       "      <td>409</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>104.95</td>\n",
+       "      <td>20</td>\n",
+       "      <td>775.0</td>\n",
+       "      <td>490</td>\n",
+       "      <td>8</td>\n",
+       "      <td>143.48</td>\n",
+       "      <td>190</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -9044,40 +9046,40 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>580000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.3</td>\n",
-       "      <td>7</td>\n",
-       "      <td>156.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2</td>\n",
-       "      <td>106.34</td>\n",
-       "      <td>120</td>\n",
+       "      <th>21</th>\n",
+       "      <td>184000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.962</td>\n",
+       "      <td>23</td>\n",
+       "      <td>1599.0</td>\n",
+       "      <td>1270</td>\n",
+       "      <td>13</td>\n",
+       "      <td>106.95</td>\n",
+       "      <td>300</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1247000000</td>\n",
+       "      <th>22</th>\n",
+       "      <td>395000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>3</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>114.99</td>\n",
+       "      <td>10</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
+       "      <td>11</td>\n",
+       "      <td>143.66</td>\n",
+       "      <td>296</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -9088,105 +9090,105 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>200000000</td>\n",
+       "      <th>23</th>\n",
+       "      <td>151000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.962</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1093.0</td>\n",
-       "      <td>1002</td>\n",
-       "      <td>12</td>\n",
-       "      <td>106.79</td>\n",
-       "      <td>224</td>\n",
+       "      <td>108.2848</td>\n",
+       "      <td>9</td>\n",
+       "      <td>87.0</td>\n",
+       "      <td>114</td>\n",
+       "      <td>1</td>\n",
+       "      <td>139.1</td>\n",
+       "      <td>9</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>950000000</td>\n",
+       "      <th>24</th>\n",
+       "      <td>460000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>22</td>\n",
-       "      <td>2173.0</td>\n",
-       "      <td>2036</td>\n",
+       "      <td>102.634</td>\n",
+       "      <td>3</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>256</td>\n",
+       "      <td>4</td>\n",
+       "      <td>127.18</td>\n",
        "      <td>19</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>895</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25</th>\n",
-       "      <td>590000000</td>\n",
+       "      <td>224000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>83.475</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1920.0</td>\n",
-       "      <td>960</td>\n",
-       "      <td>13</td>\n",
-       "      <td>100.04</td>\n",
-       "      <td>270</td>\n",
+       "      <td>84.42</td>\n",
+       "      <td>2</td>\n",
+       "      <td>133.0</td>\n",
+       "      <td>167</td>\n",
+       "      <td>2</td>\n",
+       "      <td>107.93</td>\n",
+       "      <td>167</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>26</th>\n",
-       "      <td>449000000</td>\n",
+       "      <td>430000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>321.0</td>\n",
-       "      <td>293</td>\n",
+       "      <td>59.26</td>\n",
        "      <td>5</td>\n",
-       "      <td>109.66</td>\n",
-       "      <td>15</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>83.26</td>\n",
+       "      <td>447</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>27</th>\n",
-       "      <td>325330000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>115.28</td>\n",
-       "      <td>26</td>\n",
-       "      <td>507.0</td>\n",
-       "      <td>270</td>\n",
-       "      <td>2</td>\n",
-       "      <td>155.92</td>\n",
-       "      <td>112</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>394000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>101.95</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2251.0</td>\n",
+       "      <td>2904</td>\n",
+       "      <td>21</td>\n",
+       "      <td>132.88</td>\n",
+       "      <td>278</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -9199,15 +9201,15 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>28</th>\n",
-       "      <td>495000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.817</td>\n",
-       "      <td>6</td>\n",
-       "      <td>677.0</td>\n",
-       "      <td>603</td>\n",
-       "      <td>11</td>\n",
-       "      <td>85.43</td>\n",
-       "      <td>213</td>\n",
+       "      <td>275000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>72.2358</td>\n",
+       "      <td>8</td>\n",
+       "      <td>3400.0</td>\n",
+       "      <td>3160</td>\n",
+       "      <td>30</td>\n",
+       "      <td>95.84</td>\n",
+       "      <td>49</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9221,37 +9223,37 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>29</th>\n",
-       "      <td>250000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>167.66</td>\n",
-       "      <td>8</td>\n",
-       "      <td>994.0</td>\n",
-       "      <td>868</td>\n",
-       "      <td>10</td>\n",
-       "      <td>201.31</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>430000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>71.17</td>\n",
+       "      <td>1</td>\n",
+       "      <td>381.0</td>\n",
+       "      <td>708</td>\n",
+       "      <td>6</td>\n",
+       "      <td>88.59</td>\n",
+       "      <td>78</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>30</th>\n",
-       "      <td>117000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>22</td>\n",
-       "      <td>3776.0</td>\n",
-       "      <td>3382</td>\n",
-       "      <td>35</td>\n",
-       "      <td>104.76</td>\n",
-       "      <td>500</td>\n",
+       "      <td>210000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.78</td>\n",
+       "      <td>1</td>\n",
+       "      <td>659.0</td>\n",
+       "      <td>746</td>\n",
+       "      <td>5</td>\n",
+       "      <td>108.08</td>\n",
+       "      <td>283</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9265,24 +9267,24 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>31</th>\n",
-       "      <td>150000000</td>\n",
+       "      <td>190000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.4</td>\n",
-       "      <td>17</td>\n",
-       "      <td>709.0</td>\n",
-       "      <td>783</td>\n",
-       "      <td>6</td>\n",
-       "      <td>85.82</td>\n",
-       "      <td>313</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>39.6</td>\n",
+       "      <td>10</td>\n",
+       "      <td>486.0</td>\n",
+       "      <td>1624</td>\n",
+       "      <td>10</td>\n",
+       "      <td>56.91</td>\n",
+       "      <td>626</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -9308,16 +9310,16 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4773</th>\n",
-       "      <td>369000000</td>\n",
+       "      <th>7976</th>\n",
+       "      <td>210000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>102.52</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>6</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <td>4515.0</td>\n",
+       "      <td>2637</td>\n",
+       "      <td>30</td>\n",
+       "      <td>131.85</td>\n",
+       "      <td>398</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9330,60 +9332,60 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4774</th>\n",
-       "      <td>140000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>52.7659</td>\n",
-       "      <td>15</td>\n",
-       "      <td>1331.0</td>\n",
-       "      <td>1395</td>\n",
-       "      <td>9</td>\n",
-       "      <td>78.49</td>\n",
-       "      <td>96</td>\n",
-       "      <td>1.0</td>\n",
+       "      <th>7978</th>\n",
+       "      <td>302000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2300.0</td>\n",
+       "      <td>1981</td>\n",
+       "      <td>18</td>\n",
+       "      <td>81.14</td>\n",
+       "      <td>386</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4775</th>\n",
-       "      <td>558000000</td>\n",
+       "      <th>7979</th>\n",
+       "      <td>127000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.86</td>\n",
+       "      <td>3</td>\n",
+       "      <td>270.0</td>\n",
+       "      <td>210</td>\n",
+       "      <td>1</td>\n",
+       "      <td>95.59</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.93</td>\n",
-       "      <td>26</td>\n",
-       "      <td>4890.0</td>\n",
-       "      <td>3293</td>\n",
-       "      <td>51</td>\n",
-       "      <td>109.64</td>\n",
-       "      <td>133</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4776</th>\n",
-       "      <td>285000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.993</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1153.0</td>\n",
-       "      <td>850</td>\n",
-       "      <td>21</td>\n",
-       "      <td>80.97</td>\n",
-       "      <td>114</td>\n",
+       "      <th>7980</th>\n",
+       "      <td>316000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.6389</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4599.0</td>\n",
+       "      <td>2752</td>\n",
+       "      <td>14</td>\n",
+       "      <td>113.65</td>\n",
+       "      <td>772</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9396,17 +9398,17 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4777</th>\n",
-       "      <td>240000000</td>\n",
+       "      <th>7981</th>\n",
+       "      <td>170880000</td>\n",
        "      <td>0</td>\n",
-       "      <td>127.845</td>\n",
-       "      <td>6</td>\n",
-       "      <td>379.0</td>\n",
-       "      <td>231</td>\n",
-       "      <td>2</td>\n",
-       "      <td>159.2</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>84.9387</td>\n",
+       "      <td>4</td>\n",
+       "      <td>222.0</td>\n",
+       "      <td>215</td>\n",
+       "      <td>3</td>\n",
+       "      <td>108.64</td>\n",
+       "      <td>87</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -9418,15 +9420,15 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4778</th>\n",
-       "      <td>317000000</td>\n",
+       "      <th>7982</th>\n",
+       "      <td>115000000</td>\n",
        "      <td>0</td>\n",
-       "      <td>84.7841</td>\n",
-       "      <td>29</td>\n",
-       "      <td>2446.0</td>\n",
-       "      <td>1149</td>\n",
-       "      <td>9</td>\n",
-       "      <td>128.83</td>\n",
+       "      <td>59.38</td>\n",
+       "      <td>2</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>365</td>\n",
+       "      <td>4</td>\n",
+       "      <td>77.68</td>\n",
        "      <td>87</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
@@ -9440,60 +9442,60 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4779</th>\n",
-       "      <td>365000000</td>\n",
+       "      <th>7983</th>\n",
+       "      <td>240000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.84</td>\n",
-       "      <td>8</td>\n",
-       "      <td>2513.0</td>\n",
-       "      <td>1224</td>\n",
-       "      <td>13</td>\n",
-       "      <td>110.48</td>\n",
-       "      <td>160</td>\n",
+       "      <td>37.46</td>\n",
+       "      <td>5</td>\n",
+       "      <td>1120.0</td>\n",
+       "      <td>2213</td>\n",
+       "      <td>26</td>\n",
+       "      <td>58.24</td>\n",
+       "      <td>70</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4780</th>\n",
-       "      <td>208500000</td>\n",
+       "      <th>7984</th>\n",
+       "      <td>660000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>45.77</td>\n",
-       "      <td>9</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>65.69</td>\n",
-       "      <td>42</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>4</td>\n",
+       "      <td>1155.0</td>\n",
+       "      <td>863</td>\n",
+       "      <td>14</td>\n",
+       "      <td>108.76</td>\n",
+       "      <td>180</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4781</th>\n",
-       "      <td>500000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.9</td>\n",
+       "      <th>7985</th>\n",
+       "      <td>413000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.73200000000001</td>\n",
+       "      <td>14</td>\n",
+       "      <td>625.0</td>\n",
+       "      <td>530</td>\n",
        "      <td>4</td>\n",
-       "      <td>382.0</td>\n",
-       "      <td>303</td>\n",
-       "      <td>9</td>\n",
-       "      <td>78.51</td>\n",
-       "      <td>7</td>\n",
+       "      <td>109.15</td>\n",
+       "      <td>106</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9506,16 +9508,16 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4782</th>\n",
-       "      <td>242000000</td>\n",
+       "      <th>7986</th>\n",
+       "      <td>298000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.88</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>22</td>\n",
+       "      <td>1525.0</td>\n",
+       "      <td>1281</td>\n",
        "      <td>11</td>\n",
-       "      <td>194.0</td>\n",
-       "      <td>202</td>\n",
-       "      <td>2</td>\n",
-       "      <td>77.35</td>\n",
-       "      <td>54</td>\n",
+       "      <td>109.36</td>\n",
+       "      <td>441</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9528,40 +9530,40 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4783</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.52</td>\n",
-       "      <td>12</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>424</td>\n",
+       "      <th>7987</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>84.986</td>\n",
+       "      <td>10</td>\n",
+       "      <td>166.0</td>\n",
+       "      <td>163</td>\n",
        "      <td>3</td>\n",
-       "      <td>76.44</td>\n",
-       "      <td>209</td>\n",
+       "      <td>113.91</td>\n",
+       "      <td>14</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4784</th>\n",
-       "      <td>390000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.92</td>\n",
-       "      <td>22</td>\n",
-       "      <td>397.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>7</td>\n",
-       "      <td>112.66</td>\n",
-       "      <td>314</td>\n",
-       "      <td>3.0</td>\n",
+       "      <th>7988</th>\n",
+       "      <td>227500000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.997</td>\n",
+       "      <td>25</td>\n",
+       "      <td>2716.0</td>\n",
+       "      <td>2302</td>\n",
+       "      <td>24</td>\n",
+       "      <td>80.72</td>\n",
+       "      <td>200</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -9572,38 +9574,38 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4785</th>\n",
-       "      <td>1030000000</td>\n",
+       "      <th>7989</th>\n",
+       "      <td>370000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>58.08</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>5040</td>\n",
-       "      <td>124</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>59.145</td>\n",
+       "      <td>11</td>\n",
+       "      <td>338.0</td>\n",
+       "      <td>457</td>\n",
+       "      <td>1</td>\n",
+       "      <td>77.96</td>\n",
+       "      <td>39</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4786</th>\n",
-       "      <td>415000000</td>\n",
+       "      <th>7990</th>\n",
+       "      <td>678000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>68.28</td>\n",
-       "      <td>10</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3</td>\n",
-       "      <td>93.51</td>\n",
-       "      <td>72</td>\n",
+       "      <td>84.85</td>\n",
+       "      <td>12</td>\n",
+       "      <td>126.0</td>\n",
+       "      <td>111</td>\n",
+       "      <td>1</td>\n",
+       "      <td>104.7</td>\n",
+       "      <td>111</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9616,38 +9618,38 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4787</th>\n",
-       "      <td>625000000</td>\n",
+       "      <th>7991</th>\n",
+       "      <td>245000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>364.0</td>\n",
-       "      <td>333</td>\n",
-       "      <td>9</td>\n",
-       "      <td>109.81</td>\n",
-       "      <td>71</td>\n",
+       "      <td>59.91</td>\n",
+       "      <td>12</td>\n",
+       "      <td>488.0</td>\n",
+       "      <td>429</td>\n",
+       "      <td>3</td>\n",
+       "      <td>83.31</td>\n",
+       "      <td>184</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4788</th>\n",
-       "      <td>800000000</td>\n",
+       "      <th>7992</th>\n",
+       "      <td>590000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>13</td>\n",
-       "      <td>221.0</td>\n",
-       "      <td>293</td>\n",
-       "      <td>2</td>\n",
-       "      <td>108.05</td>\n",
-       "      <td>22</td>\n",
+       "      <td>84.708</td>\n",
+       "      <td>8</td>\n",
+       "      <td>178.0</td>\n",
+       "      <td>157</td>\n",
+       "      <td>3</td>\n",
+       "      <td>105.22</td>\n",
+       "      <td>115</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9660,18 +9662,18 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4790</th>\n",
-       "      <td>373000000</td>\n",
+       "      <th>7993</th>\n",
+       "      <td>308000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>2</td>\n",
-       "      <td>1267.0</td>\n",
-       "      <td>999</td>\n",
-       "      <td>18</td>\n",
-       "      <td>82.61</td>\n",
-       "      <td>156</td>\n",
+       "      <td>84.84</td>\n",
+       "      <td>12</td>\n",
+       "      <td>1200.0</td>\n",
+       "      <td>1234</td>\n",
+       "      <td>15</td>\n",
+       "      <td>95.15</td>\n",
+       "      <td>240</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -9682,84 +9684,84 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4791</th>\n",
-       "      <td>228000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8404</td>\n",
-       "      <td>13</td>\n",
-       "      <td>775.0</td>\n",
-       "      <td>846</td>\n",
-       "      <td>8</td>\n",
-       "      <td>103.41</td>\n",
-       "      <td>163</td>\n",
+       "      <th>7994</th>\n",
+       "      <td>630000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.79</td>\n",
+       "      <td>7</td>\n",
+       "      <td>658.0</td>\n",
+       "      <td>551</td>\n",
+       "      <td>10</td>\n",
+       "      <td>108.52</td>\n",
+       "      <td>173</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4792</th>\n",
-       "      <td>340000000</td>\n",
+       "      <th>7995</th>\n",
+       "      <td>400000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.95</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1459.0</td>\n",
-       "      <td>1371</td>\n",
-       "      <td>13</td>\n",
-       "      <td>88.78</td>\n",
-       "      <td>557</td>\n",
+       "      <td>84.98</td>\n",
+       "      <td>11</td>\n",
+       "      <td>195.0</td>\n",
+       "      <td>177</td>\n",
+       "      <td>3</td>\n",
+       "      <td>108.16</td>\n",
+       "      <td>41</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4793</th>\n",
-       "      <td>288000000</td>\n",
+       "      <th>7996</th>\n",
+       "      <td>570000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.94</td>\n",
-       "      <td>16</td>\n",
-       "      <td>461.0</td>\n",
-       "      <td>453</td>\n",
-       "      <td>6</td>\n",
-       "      <td>81.97</td>\n",
-       "      <td>177</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>27.68</td>\n",
+       "      <td>31</td>\n",
+       "      <td>7876.0</td>\n",
+       "      <td>5563</td>\n",
+       "      <td>65</td>\n",
+       "      <td>42.28</td>\n",
+       "      <td>500</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
-       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4794</th>\n",
-       "      <td>407000000</td>\n",
+       "      <th>7997</th>\n",
+       "      <td>600000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2772.0</td>\n",
-       "      <td>3322</td>\n",
-       "      <td>32</td>\n",
-       "      <td>113.67</td>\n",
-       "      <td>876</td>\n",
+       "      <td>59.97</td>\n",
+       "      <td>8</td>\n",
+       "      <td>329.0</td>\n",
+       "      <td>348</td>\n",
+       "      <td>4</td>\n",
+       "      <td>80.55</td>\n",
+       "      <td>128</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
@@ -9770,82 +9772,82 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4795</th>\n",
-       "      <td>99730000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.975</td>\n",
-       "      <td>3</td>\n",
-       "      <td>422.0</td>\n",
-       "      <td>424</td>\n",
-       "      <td>4</td>\n",
-       "      <td>106.74</td>\n",
-       "      <td>186</td>\n",
+       "      <th>7998</th>\n",
+       "      <td>190000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>49.77</td>\n",
+       "      <td>9</td>\n",
+       "      <td>2450.0</td>\n",
+       "      <td>2462</td>\n",
+       "      <td>16</td>\n",
+       "      <td>72.73</td>\n",
+       "      <td>1268</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4796</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>7999</th>\n",
+       "      <td>315000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.91</td>\n",
-       "      <td>3</td>\n",
-       "      <td>1391.0</td>\n",
-       "      <td>1606</td>\n",
-       "      <td>15</td>\n",
-       "      <td>104.75</td>\n",
-       "      <td>958</td>\n",
+       "      <td>59.76</td>\n",
+       "      <td>14</td>\n",
+       "      <td>1544.0</td>\n",
+       "      <td>1544</td>\n",
+       "      <td>9</td>\n",
+       "      <td>83.46</td>\n",
+       "      <td>558</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4797</th>\n",
-       "      <td>550000000</td>\n",
+       "      <th>8000</th>\n",
+       "      <td>219500000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.43</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1163.0</td>\n",
-       "      <td>967</td>\n",
-       "      <td>11</td>\n",
-       "      <td>108.63</td>\n",
-       "      <td>154</td>\n",
-       "      <td>3.0</td>\n",
+       "      <td>47.3</td>\n",
+       "      <td>1</td>\n",
+       "      <td>390.0</td>\n",
+       "      <td>390</td>\n",
+       "      <td>2</td>\n",
+       "      <td>67.28</td>\n",
+       "      <td>90</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4798</th>\n",
-       "      <td>215000000</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>11</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
+       "      <th>8001</th>\n",
+       "      <td>360000000</td>\n",
+       "      <td>1</td>\n",
+       "      <td>84.95100000000001</td>\n",
+       "      <td>7</td>\n",
+       "      <td>1077.0</td>\n",
+       "      <td>976</td>\n",
        "      <td>15</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
+       "      <td>106.77</td>\n",
+       "      <td>445</td>\n",
        "      <td>3.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
@@ -9853,24 +9855,23 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4799</th>\n",
-       "      <td>339000000</td>\n",
+       "      <th>8002</th>\n",
+       "      <td>205000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>84.97</td>\n",
-       "      <td>20</td>\n",
-       "      <td>3940.0</td>\n",
-       "      <td>3003</td>\n",
-       "      <td>25</td>\n",
-       "      <td>109.57</td>\n",
-       "      <td>280</td>\n",
+       "      <td>49.54</td>\n",
+       "      <td>9</td>\n",
+       "      <td>893.0</td>\n",
+       "      <td>2433</td>\n",
+       "      <td>14</td>\n",
+       "      <td>71.07</td>\n",
+       "      <td>743</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -9878,41 +9879,42 @@
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4800</th>\n",
-       "      <td>700000000</td>\n",
+       "      <th>8003</th>\n",
+       "      <td>188000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>59.55</td>\n",
-       "      <td>8</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2</td>\n",
-       "      <td>91.48</td>\n",
-       "      <td>340</td>\n",
+       "      <td>59.96</td>\n",
+       "      <td>7</td>\n",
+       "      <td>715.0</td>\n",
+       "      <td>956</td>\n",
+       "      <td>6</td>\n",
+       "      <td>82.4</td>\n",
+       "      <td>956</td>\n",
        "      <td>3.0</td>\n",
        "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4801</th>\n",
-       "      <td>445000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>110.56</td>\n",
-       "      <td>5</td>\n",
-       "      <td>290.0</td>\n",
-       "      <td>216</td>\n",
-       "      <td>7</td>\n",
-       "      <td>134.04</td>\n",
-       "      <td>108</td>\n",
-       "      <td>3.0</td>\n",
+       "      <th>8004</th>\n",
+       "      <td>292000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>109.7847</td>\n",
+       "      <td>13</td>\n",
+       "      <td>354.0</td>\n",
+       "      <td>338</td>\n",
+       "      <td>4</td>\n",
+       "      <td>134.8</td>\n",
+       "      <td>56</td>\n",
+       "      <td>4.0</td>\n",
        "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
@@ -9924,500 +9926,500 @@
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4802</th>\n",
-       "      <td>270000000</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>9</td>\n",
-       "      <td>1252.0</td>\n",
-       "      <td>1668</td>\n",
-       "      <td>18</td>\n",
-       "      <td>105.79</td>\n",
-       "      <td>56</td>\n",
+       "      <th>8005</th>\n",
+       "      <td>248000000</td>\n",
+       "      <td>0</td>\n",
+       "      <td>59.955</td>\n",
+       "      <td>20</td>\n",
+       "      <td>617.0</td>\n",
+       "      <td>600</td>\n",
+       "      <td>6</td>\n",
+       "      <td>80.38</td>\n",
+       "      <td>200</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4803</th>\n",
-       "      <td>93000000</td>\n",
+       "      <th>8006</th>\n",
+       "      <td>490000000</td>\n",
        "      <td>1</td>\n",
-       "      <td>39.6</td>\n",
-       "      <td>3</td>\n",
-       "      <td>486.0</td>\n",
-       "      <td>1624</td>\n",
-       "      <td>10</td>\n",
-       "      <td>56.91</td>\n",
-       "      <td>626</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>84.87</td>\n",
        "      <td>1</td>\n",
-       "      <td>0</td>\n",
+       "      <td>3384.0</td>\n",
+       "      <td>3404</td>\n",
+       "      <td>35</td>\n",
+       "      <td>104.58</td>\n",
+       "      <td>1034</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>2.0</td>\n",
        "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
+       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
+       "      <td>1</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>4465 rows × 19 columns</p>\n",
+       "<p>7420 rows × 19 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "      transaction_real_price  city  exclusive_use_area  floor  \\\n",
-       "0                  570000000     1               84.91     15   \n",
-       "1                 1050000000     1               84.99     17   \n",
-       "2                  586050000     0            156.7997     13   \n",
-       "3                  389370000     1               84.93      9   \n",
-       "4                 1130000000     1                76.5      6   \n",
-       "5                  128000000     0               84.92     10   \n",
-       "6                  350000000     1               59.54     26   \n",
-       "7                  305000000     1               84.96      9   \n",
-       "8                  315000000     1  60.053999999999995      4   \n",
-       "9                  350000000     1               84.99      6   \n",
-       "10                1400000000     1             177.255     18   \n",
-       "11                 480000000     1               84.51      2   \n",
-       "12                 350000000     0              134.92      9   \n",
-       "13                 720000000     0               98.55     33   \n",
-       "15                 260000000     1               60.06      6   \n",
-       "16                 460000000     1               84.99      9   \n",
-       "17                 685000000     1               59.99      2   \n",
-       "18                 175000000     0                57.0      2   \n",
-       "19                 164000000     0             84.7504      7   \n",
-       "20                 580000000     1                84.3      7   \n",
-       "21                1247000000     1               58.08      3   \n",
-       "22                 200000000     0              84.962     13   \n",
-       "23                 950000000     1               59.88     22   \n",
-       "25                 590000000     1              83.475      9   \n",
-       "26                 449000000     1               84.98      4   \n",
-       "27                 325330000     0              115.28     26   \n",
-       "28                 495000000     1              59.817      6   \n",
-       "29                 250000000     0              167.66      8   \n",
-       "30                 117000000     0               84.99     22   \n",
-       "31                 150000000     1                59.4     17   \n",
-       "...                      ...   ...                 ...    ...   \n",
-       "4773               369000000     1              59.993      6   \n",
-       "4774               140000000     0             52.7659     15   \n",
-       "4775               558000000     1               84.93     26   \n",
-       "4776               285000000     1              59.993      2   \n",
-       "4777               240000000     0             127.845      6   \n",
-       "4778               317000000     0             84.7841     29   \n",
-       "4779               365000000     1               84.84      8   \n",
-       "4780               208500000     1               45.77      9   \n",
-       "4781               500000000     1                59.9      4   \n",
-       "4782               242000000     1               59.88     11   \n",
-       "4783               270000000     1               59.52     12   \n",
-       "4784               390000000     1               84.92     22   \n",
-       "4785              1030000000     1               58.08      5   \n",
-       "4786               415000000     1               68.28     10   \n",
-       "4787               625000000     1               84.94     16   \n",
-       "4788               800000000     1               84.87     13   \n",
-       "4790               373000000     1               59.96      2   \n",
-       "4791               228000000     0             84.8404     13   \n",
-       "4792               340000000     1               59.95     10   \n",
-       "4793               288000000     1               59.94     16   \n",
-       "4794               407000000     1               84.97      5   \n",
-       "4795                99730000     0              84.975      3   \n",
-       "4796               550000000     1               84.91      3   \n",
-       "4797               550000000     1               84.43     13   \n",
-       "4798               215000000     0             84.6588     11   \n",
-       "4799               339000000     1               84.97     20   \n",
-       "4800               700000000     1               59.55      8   \n",
-       "4801               445000000     1              110.56      5   \n",
-       "4802               270000000     1               84.87      9   \n",
-       "4803                93000000     1                39.6      3   \n",
+       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
+       "0                  135000000     0              82.32      4   \n",
+       "1                  145000000     0             59.948     19   \n",
+       "2                   94500000     0              59.92     14   \n",
+       "3                  308000000     0              84.99     16   \n",
+       "4                  538000000     1              59.88     16   \n",
+       "5                 1265000000     1             115.47      3   \n",
+       "6                  206000000     0              84.98      2   \n",
+       "7                 1120000000     1             126.18      7   \n",
+       "8                  382000000     1              84.09      2   \n",
+       "10                 565000000     1               59.9     18   \n",
+       "11                 215600000     0             117.27      1   \n",
+       "12                 214540000     0             117.27      2   \n",
+       "13                 163000000     0              84.99     19   \n",
+       "14                 150000000     0              59.84      9   \n",
+       "15                1093000000     1             125.58      8   \n",
+       "16                 297000000     1              59.99     10   \n",
+       "17                 357500000     0             125.04      9   \n",
+       "18                 239400000     0              84.99     29   \n",
+       "19                 392000000     0             104.95     20   \n",
+       "21                 184000000     0             84.962     23   \n",
+       "22                 395000000     1             114.99     10   \n",
+       "23                 151000000     0           108.2848      9   \n",
+       "24                 460000000     1            102.634      3   \n",
+       "25                 224000000     1              84.42      2   \n",
+       "26                 430000000     1              59.26      5   \n",
+       "27                 394000000     1             101.95      3   \n",
+       "28                 275000000     0            72.2358      8   \n",
+       "29                 430000000     1              71.17      1   \n",
+       "30                 210000000     1              84.78      1   \n",
+       "31                 190000000     1               39.6     10   \n",
+       "...                      ...   ...                ...    ...   \n",
+       "7976               210000000     0             102.52      1   \n",
+       "7978               302000000     1              59.76     13   \n",
+       "7979               127000000     0              84.86      3   \n",
+       "7980               316000000     0            84.6389      4   \n",
+       "7981               170880000     0            84.9387      4   \n",
+       "7982               115000000     0              59.38      2   \n",
+       "7983               240000000     1              37.46      5   \n",
+       "7984               660000000     1              84.98      4   \n",
+       "7985               413000000     0  84.73200000000001     14   \n",
+       "7986               298000000     1              84.98     22   \n",
+       "7987               227500000     0             84.986     10   \n",
+       "7988               227500000     0             59.997     25   \n",
+       "7989               370000000     1             59.145     11   \n",
+       "7990               678000000     1              84.85     12   \n",
+       "7991               245000000     1              59.91     12   \n",
+       "7992               590000000     1             84.708      8   \n",
+       "7993               308000000     1              84.84     12   \n",
+       "7994               630000000     1              84.79      7   \n",
+       "7995               400000000     1              84.98     11   \n",
+       "7996               570000000     1              27.68     31   \n",
+       "7997               600000000     1              59.97      8   \n",
+       "7998               190000000     1              49.77      9   \n",
+       "7999               315000000     1              59.76     14   \n",
+       "8000               219500000     1               47.3      1   \n",
+       "8001               360000000     1  84.95100000000001      7   \n",
+       "8002               205000000     1              49.54      9   \n",
+       "8003               188000000     1              59.96      7   \n",
+       "8004               292000000     0           109.7847     13   \n",
+       "8005               248000000     0             59.955     20   \n",
+       "8006               490000000     1              84.87      1   \n",
        "\n",
        "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                            1391.0                            1606   \n",
-       "1                            7876.0                            5563   \n",
-       "2                             857.0                             390   \n",
-       "3                             492.0                             455   \n",
-       "4                            3930.0                            3930   \n",
-       "5                             225.0                             343   \n",
-       "6                            2990.0                            2182   \n",
-       "7                             169.0                             165   \n",
-       "8                             635.0                             620   \n",
-       "9                             209.0                             194   \n",
-       "10                           1662.0                             490   \n",
-       "11                            465.0                             387   \n",
-       "12                           1849.0                            1691   \n",
-       "13                           3728.0                            1631   \n",
-       "15                           1425.0                             998   \n",
+       "0                             224.0                             200   \n",
+       "1                            1497.0                            1280   \n",
+       "2                             559.0                             848   \n",
+       "3                            1573.0                            1733   \n",
+       "4                            2173.0                            2036   \n",
+       "5                            1444.0                            1848   \n",
+       "6                             243.0                             170   \n",
+       "7                            5540.0                            5539   \n",
+       "8                            2366.0                            1971   \n",
+       "10                           2776.0                            2298   \n",
+       "11                            941.0                             652   \n",
+       "12                           1576.0                            1112   \n",
+       "13                           3776.0                            3382   \n",
+       "14                            514.0                             498   \n",
+       "15                            237.0                             138   \n",
        "16                           2251.0                            2904   \n",
-       "17                           1027.0                             847   \n",
-       "18                           1197.0                             798   \n",
-       "19                            712.0                             705   \n",
-       "20                            156.0                             144   \n",
-       "21                           2500.0                            5040   \n",
-       "22                           1093.0                            1002   \n",
-       "23                           2173.0                            2036   \n",
-       "25                           1920.0                             960   \n",
-       "26                            321.0                             293   \n",
-       "27                            507.0                             270   \n",
-       "28                            677.0                             603   \n",
-       "29                            994.0                             868   \n",
-       "30                           3776.0                            3382   \n",
-       "31                            709.0                             783   \n",
+       "17                            543.0                             431   \n",
+       "18                           1066.0                             690   \n",
+       "19                            775.0                             490   \n",
+       "21                           1599.0                            1270   \n",
+       "22                           1525.0                            1281   \n",
+       "23                             87.0                             114   \n",
+       "24                            330.0                             256   \n",
+       "25                            133.0                             167   \n",
+       "26                            893.0                            2433   \n",
+       "27                           2251.0                            2904   \n",
+       "28                           3400.0                            3160   \n",
+       "29                            381.0                             708   \n",
+       "30                            659.0                             746   \n",
+       "31                            486.0                            1624   \n",
        "...                             ...                             ...   \n",
-       "4773                         1153.0                             850   \n",
-       "4774                         1331.0                            1395   \n",
-       "4775                         4890.0                            3293   \n",
-       "4776                         1153.0                             850   \n",
-       "4777                          379.0                             231   \n",
-       "4778                         2446.0                            1149   \n",
-       "4779                         2513.0                            1224   \n",
-       "4780                          802.0                             860   \n",
-       "4781                          382.0                             303   \n",
-       "4782                          194.0                             202   \n",
-       "4783                          344.0                             424   \n",
-       "4784                          397.0                             355   \n",
-       "4785                         2500.0                            5040   \n",
-       "4786                          285.0                             284   \n",
-       "4787                          364.0                             333   \n",
-       "4788                          221.0                             293   \n",
-       "4790                         1267.0                             999   \n",
-       "4791                          775.0                             846   \n",
-       "4792                         1459.0                            1371   \n",
-       "4793                          461.0                             453   \n",
-       "4794                         2772.0                            3322   \n",
-       "4795                          422.0                             424   \n",
-       "4796                         1391.0                            1606   \n",
-       "4797                         1163.0                             967   \n",
-       "4798                          918.0                             712   \n",
-       "4799                         3940.0                            3003   \n",
-       "4800                          205.0                             340   \n",
-       "4801                          290.0                             216   \n",
-       "4802                         1252.0                            1668   \n",
-       "4803                          486.0                            1624   \n",
+       "7976                         4515.0                            2637   \n",
+       "7978                         2300.0                            1981   \n",
+       "7979                          270.0                             210   \n",
+       "7980                         4599.0                            2752   \n",
+       "7981                          222.0                             215   \n",
+       "7982                           85.0                             365   \n",
+       "7983                         1120.0                            2213   \n",
+       "7984                         1155.0                             863   \n",
+       "7985                          625.0                             530   \n",
+       "7986                         1525.0                            1281   \n",
+       "7987                          166.0                             163   \n",
+       "7988                         2716.0                            2302   \n",
+       "7989                          338.0                             457   \n",
+       "7990                          126.0                             111   \n",
+       "7991                          488.0                             429   \n",
+       "7992                          178.0                             157   \n",
+       "7993                         1200.0                            1234   \n",
+       "7994                          658.0                             551   \n",
+       "7995                          195.0                             177   \n",
+       "7996                         7876.0                            5563   \n",
+       "7997                          329.0                             348   \n",
+       "7998                         2450.0                            2462   \n",
+       "7999                         1544.0                            1544   \n",
+       "8000                          390.0                             390   \n",
+       "8001                         1077.0                             976   \n",
+       "8002                          893.0                            2433   \n",
+       "8003                          715.0                             956   \n",
+       "8004                          354.0                             338   \n",
+       "8005                          617.0                             600   \n",
+       "8006                         3384.0                            3404   \n",
        "\n",
        "      apartment_building_count_in_sites supply_area  \\\n",
-       "0                                    15      104.75   \n",
-       "1                                    65      109.35   \n",
-       "2                                     4       198.7   \n",
-       "3                                     6      109.81   \n",
-       "4                                    30      112.39   \n",
-       "5                                     1      125.62   \n",
-       "6                                    22       76.62   \n",
-       "7                                     1      111.28   \n",
-       "8                                    22       81.54   \n",
-       "9                                     2      108.79   \n",
-       "10                                    2      244.63   \n",
-       "11                                    5      116.84   \n",
-       "12                                   16      162.74   \n",
-       "13                                    3      147.52   \n",
-       "15                                   10       76.88   \n",
-       "16                                   21      110.76   \n",
-       "17                                   10       85.02   \n",
-       "18                                    8       74.27   \n",
-       "19                                    7      107.51   \n",
-       "20                                    2      106.34   \n",
-       "21                                  124        59.5   \n",
-       "22                                   12      106.79   \n",
-       "23                                   19       85.12   \n",
-       "25                                   13      100.04   \n",
-       "26                                    5      109.66   \n",
-       "27                                    2      155.92   \n",
-       "28                                   11       85.43   \n",
-       "29                                   10      201.31   \n",
-       "30                                   35      104.76   \n",
-       "31                                    6       85.82   \n",
+       "0                                     8       88.51   \n",
+       "1                                    11       85.37   \n",
+       "2                                     3       80.44   \n",
+       "3                                    13      102.69   \n",
+       "4                                    19       85.12   \n",
+       "5                                    36      143.81   \n",
+       "6                                     2      107.32   \n",
+       "7                                   122      161.98   \n",
+       "8                                    28      105.32   \n",
+       "10                                   27       82.54   \n",
+       "11                                   11      155.05   \n",
+       "12                                   17      153.13   \n",
+       "13                                   35      107.48   \n",
+       "14                                    5       79.55   \n",
+       "15                                    2      155.01   \n",
+       "16                                   21       78.18   \n",
+       "17                                    3      156.57   \n",
+       "18                                    4      107.13   \n",
+       "19                                    8      143.48   \n",
+       "21                                   13      106.95   \n",
+       "22                                   11      143.66   \n",
+       "23                                    1       139.1   \n",
+       "24                                    4      127.18   \n",
+       "25                                    2      107.93   \n",
+       "26                                   14       83.26   \n",
+       "27                                   21      132.88   \n",
+       "28                                   30       95.84   \n",
+       "29                                    6       88.59   \n",
+       "30                                    5      108.08   \n",
+       "31                                   10       56.91   \n",
        "...                                 ...         ...   \n",
-       "4773                                 21       80.97   \n",
-       "4774                                  9       78.49   \n",
-       "4775                                 51      109.64   \n",
-       "4776                                 21       80.97   \n",
-       "4777                                  2       159.2   \n",
-       "4778                                  9      128.83   \n",
-       "4779                                 13      110.48   \n",
-       "4780                                  8       65.69   \n",
-       "4781                                  9       78.51   \n",
-       "4782                                  2       77.35   \n",
-       "4783                                  3       76.44   \n",
-       "4784                                  7      112.66   \n",
-       "4785                                124        59.5   \n",
-       "4786                                  3       93.51   \n",
-       "4787                                  9      109.81   \n",
-       "4788                                  2      108.05   \n",
-       "4790                                 18       82.61   \n",
-       "4791                                  8      103.41   \n",
-       "4792                                 13       88.78   \n",
-       "4793                                  6       81.97   \n",
-       "4794                                 32      113.67   \n",
-       "4795                                  4      106.74   \n",
-       "4796                                 15      104.75   \n",
-       "4797                                 11      108.63   \n",
-       "4798                                 15      111.48   \n",
-       "4799                                 25      109.57   \n",
-       "4800                                  2       91.48   \n",
-       "4801                                  7      134.04   \n",
-       "4802                                 18      105.79   \n",
-       "4803                                 10       56.91   \n",
+       "7976                                 30      131.85   \n",
+       "7978                                 18       81.14   \n",
+       "7979                                  1       95.59   \n",
+       "7980                                 14      113.65   \n",
+       "7981                                  3      108.64   \n",
+       "7982                                  4       77.68   \n",
+       "7983                                 26       58.24   \n",
+       "7984                                 14      108.76   \n",
+       "7985                                  4      109.15   \n",
+       "7986                                 11      109.36   \n",
+       "7987                                  3      113.91   \n",
+       "7988                                 24       80.72   \n",
+       "7989                                  1       77.96   \n",
+       "7990                                  1       104.7   \n",
+       "7991                                  3       83.31   \n",
+       "7992                                  3      105.22   \n",
+       "7993                                 15       95.15   \n",
+       "7994                                 10      108.52   \n",
+       "7995                                  3      108.16   \n",
+       "7996                                 65       42.28   \n",
+       "7997                                  4       80.55   \n",
+       "7998                                 16       72.73   \n",
+       "7999                                  9       83.46   \n",
+       "8000                                  2       67.28   \n",
+       "8001                                 15      106.77   \n",
+       "8002                                 14       71.07   \n",
+       "8003                                  6        82.4   \n",
+       "8004                                  4       134.8   \n",
+       "8005                                  6       80.38   \n",
+       "8006                                 35      104.58   \n",
        "\n",
        "      total_household_count_of_area_type room_count bathroom_count  \\\n",
-       "0                                    958        3.0            2.0   \n",
-       "1                                    828        3.0            2.0   \n",
-       "2                                    154        3.0            2.0   \n",
-       "3                                     78        3.0            2.0   \n",
-       "4                                   1170        3.0            1.0   \n",
-       "5                                    164        3.0            2.0   \n",
-       "6                                    176        3.0            1.0   \n",
-       "7                                     60        3.0            2.0   \n",
-       "8                                    256        3.0            2.0   \n",
-       "9                                    108        3.0            2.0   \n",
-       "10                                    62        4.0            2.0   \n",
-       "11                                    34        3.0            2.0   \n",
-       "12                                   182        4.0            2.0   \n",
-       "13                                     2        4.0            2.0   \n",
-       "15                                   538        2.0            1.0   \n",
-       "16                                   816        3.0            2.0   \n",
-       "17                                    76        3.0            2.0   \n",
-       "18                                   228        2.0            1.0   \n",
-       "19                                   409        3.0            2.0   \n",
-       "20                                   120        3.0            2.0   \n",
-       "21                                    65        3.0            1.0   \n",
-       "22                                   224        3.0            2.0   \n",
-       "23                                   895        3.0            1.0   \n",
-       "25                                   270        3.0            1.0   \n",
-       "26                                    15        3.0            2.0   \n",
-       "27                                   112        3.0            2.0   \n",
-       "28                                   213        3.0            2.0   \n",
-       "29                                    48        4.0            2.0   \n",
-       "30                                   500        3.0            2.0   \n",
-       "31                                   313        3.0            1.0   \n",
+       "0                                     20        3.0            1.0   \n",
+       "1                                    168        3.0            1.0   \n",
+       "2                                    598        3.0            2.0   \n",
+       "3                                    628        3.0            2.0   \n",
+       "4                                    895        3.0            1.0   \n",
+       "5                                    102        4.0            2.0   \n",
+       "6                                     54        3.0            2.0   \n",
+       "7                                     76        4.0            2.0   \n",
+       "8                                    394        3.0            2.0   \n",
+       "10                                   384        3.0            1.0   \n",
+       "11                                   187        4.0            2.0   \n",
+       "12                                   214        4.0            2.0   \n",
+       "13                                   850        3.0            2.0   \n",
+       "14                                   160        3.0            1.0   \n",
+       "15                                    70        4.0            2.0   \n",
+       "16                                   753        3.0            2.0   \n",
+       "17                                    86        4.0            2.0   \n",
+       "18                                    85        3.0            2.0   \n",
+       "19                                   190        4.0            2.0   \n",
+       "21                                   300        3.0            2.0   \n",
+       "22                                   296        4.0            2.0   \n",
+       "23                                     9        3.0            2.0   \n",
+       "24                                    19        4.0            2.0   \n",
+       "25                                   167        3.0            1.0   \n",
+       "26                                   447        3.0            1.0   \n",
+       "27                                   278        4.0            2.0   \n",
+       "28                                    49        3.0            2.0   \n",
+       "29                                    78        3.0            1.0   \n",
+       "30                                   283        3.0            2.0   \n",
+       "31                                   626        2.0            1.0   \n",
        "...                                  ...        ...            ...   \n",
-       "4773                                 114        3.0            2.0   \n",
-       "4774                                  96        1.0            1.0   \n",
-       "4775                                 133        3.0            2.0   \n",
-       "4776                                 114        3.0            2.0   \n",
-       "4777                                  48        4.0            2.0   \n",
-       "4778                                  87        3.0            2.0   \n",
-       "4779                                 160        3.0            2.0   \n",
-       "4780                                  42        2.0            1.0   \n",
-       "4781                                   7        3.0            2.0   \n",
-       "4782                                  54        3.0            2.0   \n",
-       "4783                                 209        3.0            1.0   \n",
-       "4784                                 314        3.0            2.0   \n",
-       "4785                                  65        3.0            1.0   \n",
-       "4786                                  72        3.0            2.0   \n",
-       "4787                                  71        3.0            2.0   \n",
-       "4788                                  22        3.0            2.0   \n",
-       "4790                                 156        3.0            2.0   \n",
-       "4791                                 163        3.0            2.0   \n",
-       "4792                                 557        3.0            1.0   \n",
-       "4793                                 177        3.0            1.0   \n",
-       "4794                                 876        3.0            2.0   \n",
-       "4795                                 186        3.0            2.0   \n",
-       "4796                                 958        3.0            2.0   \n",
-       "4797                                 154        3.0            2.0   \n",
-       "4798                                  46        3.0            2.0   \n",
-       "4799                                 280        3.0            2.0   \n",
-       "4800                                 340        3.0            1.0   \n",
-       "4801                                 108        3.0            2.0   \n",
-       "4802                                  56        3.0            2.0   \n",
-       "4803                                 626        2.0            1.0   \n",
+       "7976                                 398        3.0            2.0   \n",
+       "7978                                 386        3.0            1.0   \n",
+       "7979                                   1        3.0            2.0   \n",
+       "7980                                 772        3.0            2.0   \n",
+       "7981                                  87        3.0            2.0   \n",
+       "7982                                  87        3.0            2.0   \n",
+       "7983                                  70        3.0            1.0   \n",
+       "7984                                 180        3.0            2.0   \n",
+       "7985                                 106        3.0            2.0   \n",
+       "7986                                 441        3.0            2.0   \n",
+       "7987                                  14        3.0            2.0   \n",
+       "7988                                 200        2.0            1.0   \n",
+       "7989                                  39        1.0            1.0   \n",
+       "7990                                 111        3.0            2.0   \n",
+       "7991                                 184        3.0            1.0   \n",
+       "7992                                 115        3.0            2.0   \n",
+       "7993                                 240        3.0            1.0   \n",
+       "7994                                 173        3.0            2.0   \n",
+       "7995                                  41        3.0            2.0   \n",
+       "7996                                 500        1.0            1.0   \n",
+       "7997                                 128        3.0            1.0   \n",
+       "7998                                1268        3.0            1.0   \n",
+       "7999                                 558        3.0            1.0   \n",
+       "8000                                  90        2.0            1.0   \n",
+       "8001                                 445        3.0            2.0   \n",
+       "8002                                 743        3.0            1.0   \n",
+       "8003                                 956        3.0            1.0   \n",
+       "8004                                  56        4.0            2.0   \n",
+       "8005                                 200        3.0            1.0   \n",
+       "8006                                1034        3.0            2.0   \n",
        "\n",
        "      heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
        "0                          0              1                  0   \n",
-       "1                          1              0                  0   \n",
+       "1                          0              1                  0   \n",
        "2                          0              1                  0   \n",
        "3                          0              1                  0   \n",
        "4                          1              0                  0   \n",
-       "5                          0              1                  0   \n",
+       "5                          1              0                  0   \n",
        "6                          0              1                  0   \n",
-       "7                          0              1                  0   \n",
+       "7                          1              0                  0   \n",
        "8                          0              1                  0   \n",
-       "9                          0              1                  0   \n",
-       "10                         0              1                  1   \n",
+       "10                         0              1                  0   \n",
        "11                         1              0                  0   \n",
-       "12                         0              1                  0   \n",
+       "12                         0              1                  1   \n",
        "13                         0              1                  0   \n",
+       "14                         0              1                  0   \n",
        "15                         0              1                  0   \n",
        "16                         0              1                  0   \n",
        "17                         0              1                  0   \n",
-       "18                         0              1                  1   \n",
+       "18                         0              1                  0   \n",
        "19                         0              1                  0   \n",
-       "20                         1              0                  0   \n",
        "21                         0              1                  0   \n",
-       "22                         1              0                  0   \n",
-       "23                         1              0                  0   \n",
-       "25                         0              1                  1   \n",
-       "26                         0              1                  0   \n",
+       "22                         0              1                  0   \n",
+       "23                         0              1                  0   \n",
+       "24                         0              1                  0   \n",
+       "25                         0              1                  0   \n",
+       "26                         1              0                  0   \n",
        "27                         0              1                  0   \n",
        "28                         0              1                  0   \n",
-       "29                         0              1                  0   \n",
+       "29                         1              0                  0   \n",
        "30                         0              1                  0   \n",
-       "31                         0              1                  1   \n",
+       "31                         1              0                  0   \n",
        "...                      ...            ...                ...   \n",
-       "4773                       0              1                  0   \n",
-       "4774                       0              1                  0   \n",
-       "4775                       1              0                  0   \n",
-       "4776                       0              1                  0   \n",
-       "4777                       0              1                  0   \n",
-       "4778                       0              1                  0   \n",
-       "4779                       0              1                  0   \n",
-       "4780                       0              1                  0   \n",
-       "4781                       0              1                  0   \n",
-       "4782                       0              1                  0   \n",
-       "4783                       0              1                  0   \n",
-       "4784                       0              1                  0   \n",
-       "4785                       0              1                  0   \n",
-       "4786                       0              1                  0   \n",
-       "4787                       0              1                  0   \n",
-       "4788                       0              1                  0   \n",
-       "4790                       0              1                  0   \n",
-       "4791                       0              1                  0   \n",
-       "4792                       0              1                  0   \n",
-       "4793                       0              1                  0   \n",
-       "4794                       0              1                  0   \n",
-       "4795                       0              1                  0   \n",
-       "4796                       0              1                  0   \n",
-       "4797                       0              1                  0   \n",
-       "4798                       0              1                  0   \n",
-       "4799                       0              1                  0   \n",
-       "4800                       1              0                  0   \n",
-       "4801                       0              1                  0   \n",
-       "4802                       1              0                  0   \n",
-       "4803                       1              0                  0   \n",
+       "7976                       0              1                  0   \n",
+       "7978                       1              0                  0   \n",
+       "7979                       0              1                  0   \n",
+       "7980                       0              1                  0   \n",
+       "7981                       0              1                  0   \n",
+       "7982                       0              1                  0   \n",
+       "7983                       1              0                  0   \n",
+       "7984                       0              1                  0   \n",
+       "7985                       0              1                  0   \n",
+       "7986                       0              1                  0   \n",
+       "7987                       0              1                  0   \n",
+       "7988                       0              1                  0   \n",
+       "7989                       1              0                  0   \n",
+       "7990                       0              1                  0   \n",
+       "7991                       0              1                  0   \n",
+       "7992                       0              1                  0   \n",
+       "7993                       0              1                  0   \n",
+       "7994                       1              0                  0   \n",
+       "7995                       0              1                  0   \n",
+       "7996                       1              0                  0   \n",
+       "7997                       0              1                  0   \n",
+       "7998                       0              1                  0   \n",
+       "7999                       0              1                  0   \n",
+       "8000                       0              1                  0   \n",
+       "8001                       0              1                  0   \n",
+       "8002                       1              0                  0   \n",
+       "8003                       0              1                  0   \n",
+       "8004                       0              1                  0   \n",
+       "8005                       0              1                  0   \n",
+       "8006                       0              1                  0   \n",
        "\n",
        "      heat_type_district  heat_type_individual  front_door_structure_corridor  \\\n",
-       "0                      0                     1                              0   \n",
-       "1                      1                     0                              0   \n",
+       "0                      0                     1                              1   \n",
+       "1                      0                     1                              0   \n",
        "2                      0                     1                              0   \n",
        "3                      0                     1                              0   \n",
        "4                      1                     0                              1   \n",
-       "5                      0                     1                              0   \n",
+       "5                      1                     0                              1   \n",
        "6                      0                     1                              0   \n",
-       "7                      0                     1                              0   \n",
+       "7                      1                     0                              0   \n",
        "8                      0                     1                              0   \n",
-       "9                      0                     1                              0   \n",
-       "10                     0                     0                              0   \n",
+       "10                     0                     1                              0   \n",
        "11                     1                     0                              0   \n",
-       "12                     0                     1                              0   \n",
+       "12                     0                     0                              0   \n",
        "13                     0                     1                              0   \n",
-       "15                     0                     1                              1   \n",
-       "16                     0                     1                              0   \n",
-       "17                     1                     0                              0   \n",
-       "18                     0                     0                              1   \n",
+       "14                     0                     1                              0   \n",
+       "15                     0                     1                              0   \n",
+       "16                     0                     1                              1   \n",
+       "17                     0                     1                              0   \n",
+       "18                     0                     1                              0   \n",
        "19                     0                     1                              0   \n",
-       "20                     1                     0                              0   \n",
        "21                     0                     1                              0   \n",
-       "22                     1                     0                              0   \n",
-       "23                     1                     0                              1   \n",
-       "25                     0                     0                              0   \n",
-       "26                     0                     1                              0   \n",
+       "22                     0                     1                              0   \n",
+       "23                     0                     1                              0   \n",
+       "24                     0                     1                              0   \n",
+       "25                     0                     1                              1   \n",
+       "26                     1                     0                              1   \n",
        "27                     0                     1                              0   \n",
        "28                     0                     1                              0   \n",
-       "29                     0                     1                              0   \n",
+       "29                     1                     0                              0   \n",
        "30                     0                     1                              0   \n",
-       "31                     0                     0                              1   \n",
+       "31                     1                     0                              1   \n",
        "...                  ...                   ...                            ...   \n",
-       "4773                   0                     1                              0   \n",
-       "4774                   0                     1                              1   \n",
-       "4775                   1                     0                              0   \n",
-       "4776                   0                     1                              0   \n",
-       "4777                   0                     1                              0   \n",
-       "4778                   0                     1                              0   \n",
-       "4779                   0                     1                              0   \n",
-       "4780                   0                     1                              1   \n",
-       "4781                   0                     1                              0   \n",
-       "4782                   0                     1                              0   \n",
-       "4783                   0                     1                              1   \n",
-       "4784                   0                     1                              0   \n",
-       "4785                   0                     1                              0   \n",
-       "4786                   0                     1                              0   \n",
-       "4787                   0                     1                              0   \n",
-       "4788                   0                     1                              0   \n",
-       "4790                   0                     1                              0   \n",
-       "4791                   0                     1                              0   \n",
-       "4792                   0                     1                              1   \n",
-       "4793                   0                     1                              1   \n",
-       "4794                   0                     1                              0   \n",
-       "4795                   0                     1                              0   \n",
-       "4796                   0                     1                              0   \n",
-       "4797                   0                     1                              0   \n",
-       "4798                   0                     1                              0   \n",
-       "4799                   0                     1                              0   \n",
-       "4800                   1                     0                              0   \n",
-       "4801                   0                     1                              0   \n",
-       "4802                   1                     0                              0   \n",
-       "4803                   1                     0                              1   \n",
+       "7976                   0                     1                              0   \n",
+       "7978                   1                     0                              1   \n",
+       "7979                   0                     1                              0   \n",
+       "7980                   0                     1                              0   \n",
+       "7981                   0                     1                              0   \n",
+       "7982                   0                     1                              0   \n",
+       "7983                   1                     0                              0   \n",
+       "7984                   0                     1                              0   \n",
+       "7985                   0                     1                              0   \n",
+       "7986                   0                     1                              0   \n",
+       "7987                   0                     1                              0   \n",
+       "7988                   0                     1                              0   \n",
+       "7989                   1                     0                              1   \n",
+       "7990                   0                     1                              0   \n",
+       "7991                   0                     1                              1   \n",
+       "7992                   0                     1                              0   \n",
+       "7993                   0                     1                              0   \n",
+       "7994                   1                     0                              0   \n",
+       "7995                   0                     1                              0   \n",
+       "7996                   1                     0                              0   \n",
+       "7997                   0                     1                              0   \n",
+       "7998                   1                     0                              1   \n",
+       "7999                   0                     1                              1   \n",
+       "8000                   0                     1                              1   \n",
+       "8001                   0                     1                              1   \n",
+       "8002                   1                     0                              1   \n",
+       "8003                   0                     1                              1   \n",
+       "8004                   0                     1                              0   \n",
+       "8005                   0                     1                              0   \n",
+       "8006                   0                     1                              0   \n",
        "\n",
        "      front_door_structure_mixed  front_door_structure_stairway  \n",
-       "0                              0                              1  \n",
+       "0                              0                              0  \n",
        "1                              0                              1  \n",
        "2                              0                              1  \n",
        "3                              0                              1  \n",
        "4                              0                              0  \n",
-       "5                              0                              1  \n",
+       "5                              0                              0  \n",
        "6                              0                              1  \n",
        "7                              0                              1  \n",
        "8                              0                              1  \n",
-       "9                              0                              1  \n",
        "10                             0                              1  \n",
        "11                             0                              1  \n",
        "12                             0                              1  \n",
        "13                             0                              1  \n",
-       "15                             0                              0  \n",
-       "16                             0                              1  \n",
+       "14                             0                              1  \n",
+       "15                             0                              1  \n",
+       "16                             0                              0  \n",
        "17                             0                              1  \n",
-       "18                             0                              0  \n",
+       "18                             0                              1  \n",
        "19                             0                              1  \n",
-       "20                             0                              1  \n",
        "21                             0                              1  \n",
        "22                             0                              1  \n",
-       "23                             0                              0  \n",
-       "25                             0                              1  \n",
-       "26                             0                              1  \n",
+       "23                             0                              1  \n",
+       "24                             0                              1  \n",
+       "25                             0                              0  \n",
+       "26                             0                              0  \n",
        "27                             0                              1  \n",
        "28                             0                              1  \n",
        "29                             0                              1  \n",
        "30                             0                              1  \n",
        "31                             0                              0  \n",
        "...                          ...                            ...  \n",
-       "4773                           0                              1  \n",
-       "4774                           0                              0  \n",
-       "4775                           0                              1  \n",
-       "4776                           0                              1  \n",
-       "4777                           0                              1  \n",
-       "4778                           0                              1  \n",
-       "4779                           0                              1  \n",
-       "4780                           0                              0  \n",
-       "4781                           0                              1  \n",
-       "4782                           0                              1  \n",
-       "4783                           0                              0  \n",
-       "4784                           0                              1  \n",
-       "4785                           0                              1  \n",
-       "4786                           0                              1  \n",
-       "4787                           0                              1  \n",
-       "4788                           0                              1  \n",
-       "4790                           0                              1  \n",
-       "4791                           0                              1  \n",
-       "4792                           0                              0  \n",
-       "4793                           0                              0  \n",
-       "4794                           0                              1  \n",
-       "4795                           0                              1  \n",
-       "4796                           0                              1  \n",
-       "4797                           0                              1  \n",
-       "4798                           0                              1  \n",
-       "4799                           1                              0  \n",
-       "4800                           0                              1  \n",
-       "4801                           0                              1  \n",
-       "4802                           0                              1  \n",
-       "4803                           0                              0  \n",
-       "\n",
-       "[4465 rows x 19 columns]"
+       "7976                           0                              1  \n",
+       "7978                           0                              0  \n",
+       "7979                           0                              1  \n",
+       "7980                           0                              1  \n",
+       "7981                           0                              1  \n",
+       "7982                           0                              1  \n",
+       "7983                           0                              1  \n",
+       "7984                           0                              1  \n",
+       "7985                           0                              1  \n",
+       "7986                           0                              1  \n",
+       "7987                           0                              1  \n",
+       "7988                           0                              1  \n",
+       "7989                           0                              0  \n",
+       "7990                           0                              1  \n",
+       "7991                           0                              0  \n",
+       "7992                           0                              1  \n",
+       "7993                           0                              1  \n",
+       "7994                           0                              1  \n",
+       "7995                           0                              1  \n",
+       "7996                           0                              1  \n",
+       "7997                           0                              1  \n",
+       "7998                           0                              0  \n",
+       "7999                           0                              0  \n",
+       "8000                           0                              0  \n",
+       "8001                           0                              0  \n",
+       "8002                           0                              0  \n",
+       "8003                           0                              0  \n",
+       "8004                           0                              1  \n",
+       "8005                           0                              1  \n",
+       "8006                           0                              1  \n",
+       "\n",
+       "[7420 rows x 19 columns]"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -10433,7 +10435,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {
@@ -10476,60 +10478,60 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>count</th>\n",
-       "      <td>4.465000e+03</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
+       "      <td>7.420000e+03</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>mean</th>\n",
-       "      <td>4.073252e+08</td>\n",
-       "      <td>0.632699</td>\n",
-       "      <td>10.478387</td>\n",
-       "      <td>1205.459127</td>\n",
-       "      <td>13.059351</td>\n",
-       "      <td>302.553415</td>\n",
-       "      <td>0.238298</td>\n",
-       "      <td>0.761702</td>\n",
-       "      <td>0.084211</td>\n",
-       "      <td>0.238522</td>\n",
-       "      <td>0.677268</td>\n",
-       "      <td>0.263830</td>\n",
-       "      <td>0.017021</td>\n",
-       "      <td>0.719149</td>\n",
+       "      <td>4.019043e+08</td>\n",
+       "      <td>0.627763</td>\n",
+       "      <td>10.281267</td>\n",
+       "      <td>1196.597170</td>\n",
+       "      <td>12.947035</td>\n",
+       "      <td>297.885445</td>\n",
+       "      <td>0.229650</td>\n",
+       "      <td>0.770350</td>\n",
+       "      <td>0.085310</td>\n",
+       "      <td>0.228706</td>\n",
+       "      <td>0.685984</td>\n",
+       "      <td>0.260377</td>\n",
+       "      <td>0.016577</td>\n",
+       "      <td>0.723046</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>std</th>\n",
-       "      <td>3.169907e+08</td>\n",
-       "      <td>0.482124</td>\n",
-       "      <td>7.258356</td>\n",
-       "      <td>1147.243910</td>\n",
-       "      <td>14.478396</td>\n",
-       "      <td>342.177350</td>\n",
-       "      <td>0.426090</td>\n",
-       "      <td>0.426090</td>\n",
-       "      <td>0.277734</td>\n",
-       "      <td>0.426227</td>\n",
-       "      <td>0.467574</td>\n",
-       "      <td>0.440757</td>\n",
-       "      <td>0.129365</td>\n",
-       "      <td>0.449465</td>\n",
+       "      <td>3.140695e+08</td>\n",
+       "      <td>0.483434</td>\n",
+       "      <td>7.166873</td>\n",
+       "      <td>1120.177079</td>\n",
+       "      <td>14.323069</td>\n",
+       "      <td>326.567191</td>\n",
+       "      <td>0.420636</td>\n",
+       "      <td>0.420636</td>\n",
+       "      <td>0.279361</td>\n",
+       "      <td>0.420028</td>\n",
+       "      <td>0.464154</td>\n",
+       "      <td>0.438870</td>\n",
+       "      <td>0.127688</td>\n",
+       "      <td>0.447524</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>min</th>\n",
-       "      <td>1.515000e+07</td>\n",
+       "      <td>2.860000e+07</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>-4.000000</td>\n",
        "      <td>100.000000</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
@@ -10543,10170 +10545,180 @@
        "      <td>0.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>25%</th>\n",
-       "      <td>2.000000e+08</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>5.000000</td>\n",
-       "      <td>424.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>88.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50%</th>\n",
-       "      <td>3.300000e+08</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>10.000000</td>\n",
-       "      <td>825.000000</td>\n",
-       "      <td>9.000000</td>\n",
-       "      <td>198.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75%</th>\n",
-       "      <td>5.110000e+08</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>14.000000</td>\n",
-       "      <td>1598.000000</td>\n",
-       "      <td>16.000000</td>\n",
-       "      <td>396.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>max</th>\n",
-       "      <td>3.878340e+09</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>59.000000</td>\n",
-       "      <td>6864.000000</td>\n",
-       "      <td>124.000000</td>\n",
-       "      <td>2960.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       transaction_real_price         city        floor  \\\n",
-       "count            4.465000e+03  4465.000000  4465.000000   \n",
-       "mean             4.073252e+08     0.632699    10.478387   \n",
-       "std              3.169907e+08     0.482124     7.258356   \n",
-       "min              1.515000e+07     0.000000     1.000000   \n",
-       "25%              2.000000e+08     0.000000     5.000000   \n",
-       "50%              3.300000e+08     1.000000    10.000000   \n",
-       "75%              5.110000e+08     1.000000    14.000000   \n",
-       "max              3.878340e+09     1.000000    59.000000   \n",
-       "\n",
-       "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                     4465.000000                        4465.000000   \n",
-       "mean                      1205.459127                          13.059351   \n",
-       "std                       1147.243910                          14.478396   \n",
-       "min                        100.000000                           1.000000   \n",
-       "25%                        424.000000                           4.000000   \n",
-       "50%                        825.000000                           9.000000   \n",
-       "75%                       1598.000000                          16.000000   \n",
-       "max                       6864.000000                         124.000000   \n",
-       "\n",
-       "       total_household_count_of_area_type  heat_fuel_cogeneration  \\\n",
-       "count                         4465.000000             4465.000000   \n",
-       "mean                           302.553415                0.238298   \n",
-       "std                            342.177350                0.426090   \n",
-       "min                              0.000000                0.000000   \n",
-       "25%                             88.000000                0.000000   \n",
-       "50%                            198.000000                0.000000   \n",
-       "75%                            396.000000                0.000000   \n",
-       "max                           2960.000000                1.000000   \n",
-       "\n",
-       "       heat_fuel_gas  heat_type_central  heat_type_district  \\\n",
-       "count    4465.000000        4465.000000         4465.000000   \n",
-       "mean        0.761702           0.084211            0.238522   \n",
-       "std         0.426090           0.277734            0.426227   \n",
-       "min         0.000000           0.000000            0.000000   \n",
-       "25%         1.000000           0.000000            0.000000   \n",
-       "50%         1.000000           0.000000            0.000000   \n",
-       "75%         1.000000           0.000000            0.000000   \n",
-       "max         1.000000           1.000000            1.000000   \n",
-       "\n",
-       "       heat_type_individual  front_door_structure_corridor  \\\n",
-       "count           4465.000000                    4465.000000   \n",
-       "mean               0.677268                       0.263830   \n",
-       "std                0.467574                       0.440757   \n",
-       "min                0.000000                       0.000000   \n",
-       "25%                0.000000                       0.000000   \n",
-       "50%                1.000000                       0.000000   \n",
-       "75%                1.000000                       1.000000   \n",
-       "max                1.000000                       1.000000   \n",
-       "\n",
-       "       front_door_structure_mixed  front_door_structure_stairway  \n",
-       "count                 4465.000000                    4465.000000  \n",
-       "mean                     0.017021                       0.719149  \n",
-       "std                      0.129365                       0.449465  \n",
-       "min                      0.000000                       0.000000  \n",
-       "25%                      0.000000                       0.000000  \n",
-       "50%                      0.000000                       1.000000  \n",
-       "75%                      0.000000                       1.000000  \n",
-       "max                      1.000000                       1.000000  "
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "numpy.uint8"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(df['heat_fuel_cogeneration'][0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df['exclusive_use_area']= pd.to_numeric(df['exclusive_use_area'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "numpy.float64"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "type(df['exclusive_use_area'][0])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df['total_parking_capacity_in_site']= pd.to_numeric(df['total_parking_capacity_in_site'])\n",
-    "df['supply_area']= pd.to_numeric(df['supply_area'])\n",
-    "df['room_count']= pd.to_numeric(df['room_count'])\n",
-    "df['bathroom_count']= pd.to_numeric(df['bathroom_count'])\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "      <th>heat_type_central</th>\n",
-       "      <th>heat_type_district</th>\n",
-       "      <th>heat_type_individual</th>\n",
-       "      <th>front_door_structure_corridor</th>\n",
-       "      <th>front_door_structure_mixed</th>\n",
-       "      <th>front_door_structure_stairway</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>count</th>\n",
-       "      <td>4.465000e+03</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "      <td>4465.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>mean</th>\n",
-       "      <td>4.073252e+08</td>\n",
-       "      <td>0.632699</td>\n",
-       "      <td>78.989168</td>\n",
-       "      <td>10.478387</td>\n",
-       "      <td>1358.196641</td>\n",
-       "      <td>1205.459127</td>\n",
-       "      <td>13.059351</td>\n",
-       "      <td>101.843664</td>\n",
-       "      <td>302.553415</td>\n",
-       "      <td>2.939306</td>\n",
-       "      <td>1.597984</td>\n",
-       "      <td>0.238298</td>\n",
-       "      <td>0.761702</td>\n",
-       "      <td>0.084211</td>\n",
-       "      <td>0.238522</td>\n",
-       "      <td>0.677268</td>\n",
-       "      <td>0.263830</td>\n",
-       "      <td>0.017021</td>\n",
-       "      <td>0.719149</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>std</th>\n",
-       "      <td>3.169907e+08</td>\n",
-       "      <td>0.482124</td>\n",
-       "      <td>27.536208</td>\n",
-       "      <td>7.258356</td>\n",
-       "      <td>1511.328450</td>\n",
-       "      <td>1147.243910</td>\n",
-       "      <td>14.478396</td>\n",
-       "      <td>32.503847</td>\n",
-       "      <td>342.177350</td>\n",
-       "      <td>0.646633</td>\n",
-       "      <td>0.502989</td>\n",
-       "      <td>0.426090</td>\n",
-       "      <td>0.426090</td>\n",
-       "      <td>0.277734</td>\n",
-       "      <td>0.426227</td>\n",
-       "      <td>0.467574</td>\n",
-       "      <td>0.440757</td>\n",
-       "      <td>0.129365</td>\n",
-       "      <td>0.449465</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>min</th>\n",
-       "      <td>1.515000e+07</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>23.320000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>100.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>25.520000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25%</th>\n",
-       "      <td>2.000000e+08</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>59.850000</td>\n",
-       "      <td>5.000000</td>\n",
-       "      <td>416.000000</td>\n",
-       "      <td>424.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>80.120000</td>\n",
-       "      <td>88.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50%</th>\n",
-       "      <td>3.300000e+08</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>84.549000</td>\n",
-       "      <td>10.000000</td>\n",
-       "      <td>815.000000</td>\n",
-       "      <td>825.000000</td>\n",
-       "      <td>9.000000</td>\n",
-       "      <td>103.760000</td>\n",
-       "      <td>198.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75%</th>\n",
-       "      <td>5.110000e+08</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>84.980000</td>\n",
-       "      <td>14.000000</td>\n",
-       "      <td>1673.000000</td>\n",
-       "      <td>1598.000000</td>\n",
-       "      <td>16.000000</td>\n",
-       "      <td>111.390000</td>\n",
-       "      <td>396.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>max</th>\n",
-       "      <td>3.878340e+09</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>244.864700</td>\n",
-       "      <td>59.000000</td>\n",
-       "      <td>9766.000000</td>\n",
-       "      <td>6864.000000</td>\n",
-       "      <td>124.000000</td>\n",
-       "      <td>309.360000</td>\n",
-       "      <td>2960.000000</td>\n",
-       "      <td>6.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       transaction_real_price         city  exclusive_use_area        floor  \\\n",
-       "count            4.465000e+03  4465.000000         4465.000000  4465.000000   \n",
-       "mean             4.073252e+08     0.632699           78.989168    10.478387   \n",
-       "std              3.169907e+08     0.482124           27.536208     7.258356   \n",
-       "min              1.515000e+07     0.000000           23.320000     1.000000   \n",
-       "25%              2.000000e+08     0.000000           59.850000     5.000000   \n",
-       "50%              3.300000e+08     1.000000           84.549000    10.000000   \n",
-       "75%              5.110000e+08     1.000000           84.980000    14.000000   \n",
-       "max              3.878340e+09     1.000000          244.864700    59.000000   \n",
-       "\n",
-       "       total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "count                     4465.000000                     4465.000000   \n",
-       "mean                      1358.196641                     1205.459127   \n",
-       "std                       1511.328450                     1147.243910   \n",
-       "min                          0.000000                      100.000000   \n",
-       "25%                        416.000000                      424.000000   \n",
-       "50%                        815.000000                      825.000000   \n",
-       "75%                       1673.000000                     1598.000000   \n",
-       "max                       9766.000000                     6864.000000   \n",
-       "\n",
-       "       apartment_building_count_in_sites  supply_area  \\\n",
-       "count                        4465.000000  4465.000000   \n",
-       "mean                           13.059351   101.843664   \n",
-       "std                            14.478396    32.503847   \n",
-       "min                             1.000000    25.520000   \n",
-       "25%                             4.000000    80.120000   \n",
-       "50%                             9.000000   103.760000   \n",
-       "75%                            16.000000   111.390000   \n",
-       "max                           124.000000   309.360000   \n",
-       "\n",
-       "       total_household_count_of_area_type   room_count  bathroom_count  \\\n",
-       "count                         4465.000000  4465.000000     4465.000000   \n",
-       "mean                           302.553415     2.939306        1.597984   \n",
-       "std                            342.177350     0.646633        0.502989   \n",
-       "min                              0.000000     0.000000        0.000000   \n",
-       "25%                             88.000000     3.000000        1.000000   \n",
-       "50%                            198.000000     3.000000        2.000000   \n",
-       "75%                            396.000000     3.000000        2.000000   \n",
-       "max                           2960.000000     6.000000        3.000000   \n",
-       "\n",
-       "       heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
-       "count             4465.000000    4465.000000        4465.000000   \n",
-       "mean                 0.238298       0.761702           0.084211   \n",
-       "std                  0.426090       0.426090           0.277734   \n",
-       "min                  0.000000       0.000000           0.000000   \n",
-       "25%                  0.000000       1.000000           0.000000   \n",
-       "50%                  0.000000       1.000000           0.000000   \n",
-       "75%                  0.000000       1.000000           0.000000   \n",
-       "max                  1.000000       1.000000           1.000000   \n",
-       "\n",
-       "       heat_type_district  heat_type_individual  \\\n",
-       "count         4465.000000           4465.000000   \n",
-       "mean             0.238522              0.677268   \n",
-       "std              0.426227              0.467574   \n",
-       "min              0.000000              0.000000   \n",
-       "25%              0.000000              0.000000   \n",
-       "50%              0.000000              1.000000   \n",
-       "75%              0.000000              1.000000   \n",
-       "max              1.000000              1.000000   \n",
-       "\n",
-       "       front_door_structure_corridor  front_door_structure_mixed  \\\n",
-       "count                    4465.000000                 4465.000000   \n",
-       "mean                        0.263830                    0.017021   \n",
-       "std                         0.440757                    0.129365   \n",
-       "min                         0.000000                    0.000000   \n",
-       "25%                         0.000000                    0.000000   \n",
-       "50%                         0.000000                    0.000000   \n",
-       "75%                         1.000000                    0.000000   \n",
-       "max                         1.000000                    1.000000   \n",
-       "\n",
-       "       front_door_structure_stairway  \n",
-       "count                    4465.000000  \n",
-       "mean                        0.719149  \n",
-       "std                         0.449465  \n",
-       "min                         0.000000  \n",
-       "25%                         0.000000  \n",
-       "50%                         1.000000  \n",
-       "75%                         1.000000  \n",
-       "max                         1.000000  "
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "df.to_csv(\"data/trainPriceCleaned.csv\",sep=\",\",index=False,header=True)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# CLEAN TEST DATA"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "df_test=pd.read_csv(\"data/testPrice.csv\", decimal = ',')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
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-       "\n",
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-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>key</th>\n",
-       "      <th>apartment_id</th>\n",
-       "      <th>city</th>\n",
-       "      <th>transaction_year_month</th>\n",
-       "      <th>transaction_date</th>\n",
-       "      <th>year_of_completion</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>...</th>\n",
-       "      <th>lowest_building_in_sites</th>\n",
-       "      <th>heat_type</th>\n",
-       "      <th>heat_fuel</th>\n",
-       "      <th>room_id</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>462533</td>\n",
-       "      <td>3751</td>\n",
-       "      <td>1</td>\n",
-       "      <td>200912</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1984</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>37.519926399999996</td>\n",
-       "      <td>127.05251499999999</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>6648</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>764018</td>\n",
-       "      <td>14029</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201304</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1968</td>\n",
-       "      <td>107.17</td>\n",
-       "      <td>10</td>\n",
-       "      <td>37.57221524107417</td>\n",
-       "      <td>126.9876432269324</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>46184</td>\n",
-       "      <td>107.17</td>\n",
-       "      <td>10</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>813528</td>\n",
-       "      <td>12304</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201309</td>\n",
-       "      <td>21~30</td>\n",
-       "      <td>1968</td>\n",
-       "      <td>36.17</td>\n",
-       "      <td>6</td>\n",
-       "      <td>37.5700674355999</td>\n",
-       "      <td>127.01064037480738</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>45540</td>\n",
-       "      <td>39.66</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>845097</td>\n",
-       "      <td>22241</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201312</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2007</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>37.55693760015581</td>\n",
-       "      <td>126.85925484475214</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>19069</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>856338</td>\n",
-       "      <td>316</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201401</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1988</td>\n",
-       "      <td>41.85</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.652256472803785</td>\n",
-       "      <td>127.08200296079096</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>704</td>\n",
-       "      <td>56.7</td>\n",
-       "      <td>90</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>977181</td>\n",
-       "      <td>14140</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201411</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1972</td>\n",
-       "      <td>124.5</td>\n",
-       "      <td>7</td>\n",
-       "      <td>37.544317400643685</td>\n",
-       "      <td>127.00148913995884</td>\n",
-       "      <td>...</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>46215</td>\n",
-       "      <td>131.01</td>\n",
-       "      <td>56</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>1037012</td>\n",
-       "      <td>18263</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201503</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2008</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37.645003576533256</td>\n",
-       "      <td>127.06778149693005</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>15040</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>1158117</td>\n",
-       "      <td>1299</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201510</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1983</td>\n",
-       "      <td>143.95</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37.5101436250961</td>\n",
-       "      <td>127.01173124262036</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>26105</td>\n",
-       "      <td>155.6</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>1204038</td>\n",
-       "      <td>34895</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201603</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2010</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>37.57379913330078</td>\n",
-       "      <td>126.89099884033205</td>\n",
-       "      <td>...</td>\n",
-       "      <td>30.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>145659</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>1204146</td>\n",
-       "      <td>710</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201603</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1989</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>37.63370157637949</td>\n",
-       "      <td>127.06786639508353</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>1901</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>1253422</td>\n",
-       "      <td>26888</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201606</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>64.53</td>\n",
-       "      <td>1</td>\n",
-       "      <td>35.115673065185554</td>\n",
-       "      <td>129.02323913574222</td>\n",
-       "      <td>...</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>58628</td>\n",
-       "      <td>82.65</td>\n",
-       "      <td>40</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>1369751</td>\n",
-       "      <td>3581</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201702</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1993</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>35.06984622087218</td>\n",
-       "      <td>128.97800977389178</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>30471</td>\n",
-       "      <td>105.38</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>1379723</td>\n",
-       "      <td>11908</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201703</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2005</td>\n",
-       "      <td>181.51</td>\n",
-       "      <td>5</td>\n",
-       "      <td>37.515753401632686</td>\n",
-       "      <td>127.06276435403801</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>45171</td>\n",
-       "      <td>205.27</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>1389544</td>\n",
-       "      <td>26553</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201704</td>\n",
-       "      <td>11~20</td>\n",
-       "      <td>1984</td>\n",
-       "      <td>64.52</td>\n",
-       "      <td>3</td>\n",
-       "      <td>35.14624914836931</td>\n",
-       "      <td>129.0082080460082</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>-</td>\n",
-       "      <td>58482</td>\n",
-       "      <td>71.72</td>\n",
-       "      <td>20</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>1394472</td>\n",
-       "      <td>36531</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201704</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2017</td>\n",
-       "      <td>84.9972</td>\n",
-       "      <td>23</td>\n",
-       "      <td>35.183155600000006</td>\n",
-       "      <td>129.113972</td>\n",
-       "      <td>...</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>150241</td>\n",
-       "      <td>112.49</td>\n",
-       "      <td>240</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>1395869</td>\n",
-       "      <td>9344</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201704</td>\n",
-       "      <td>21~30</td>\n",
-       "      <td>1985</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>3</td>\n",
-       "      <td>35.187516322813856</td>\n",
-       "      <td>129.0683237986119</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>40469</td>\n",
-       "      <td>90.18</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>1411847</td>\n",
-       "      <td>10434</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201705</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1993</td>\n",
-       "      <td>67.96</td>\n",
-       "      <td>5</td>\n",
-       "      <td>35.123220603206136</td>\n",
-       "      <td>129.11569407311856</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>42921</td>\n",
-       "      <td>79.09</td>\n",
-       "      <td>48</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>1419442</td>\n",
-       "      <td>3542</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201705</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1989</td>\n",
-       "      <td>82.345</td>\n",
-       "      <td>2</td>\n",
-       "      <td>35.191291828307634</td>\n",
-       "      <td>128.99324490479808</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>30295</td>\n",
-       "      <td>98.3</td>\n",
-       "      <td>66</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>1435592</td>\n",
-       "      <td>3418</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201706</td>\n",
-       "      <td>21~30</td>\n",
-       "      <td>1985</td>\n",
-       "      <td>75.36</td>\n",
-       "      <td>8</td>\n",
-       "      <td>35.22050213980677</td>\n",
-       "      <td>129.09139587280137</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>29812</td>\n",
-       "      <td>92.48</td>\n",
-       "      <td>52</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>1436429</td>\n",
-       "      <td>17385</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201706</td>\n",
-       "      <td>21~30</td>\n",
-       "      <td>1994</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>8</td>\n",
-       "      <td>35.17096840902282</td>\n",
-       "      <td>129.15568430871986</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>50403</td>\n",
-       "      <td>106.01</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>1438962</td>\n",
-       "      <td>3713</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201707</td>\n",
-       "      <td>11~20</td>\n",
-       "      <td>1970</td>\n",
-       "      <td>49.59</td>\n",
-       "      <td>6</td>\n",
-       "      <td>37.52974079522804</td>\n",
-       "      <td>126.95328450037451</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>6579</td>\n",
-       "      <td>49.59</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>1444406</td>\n",
-       "      <td>6609</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201707</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2002</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.51262261669772</td>\n",
-       "      <td>127.01651838923875</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>34886</td>\n",
-       "      <td>107.46</td>\n",
-       "      <td>92</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>1445883</td>\n",
-       "      <td>1297</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201707</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1983</td>\n",
-       "      <td>50.64</td>\n",
-       "      <td>5</td>\n",
-       "      <td>37.520025663266004</td>\n",
-       "      <td>127.01334814084564</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>3538</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>1450094</td>\n",
-       "      <td>695</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201707</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1970</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>37.52705261213795</td>\n",
-       "      <td>126.95432245159394</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>25896</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>1452779</td>\n",
-       "      <td>65</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201707</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>105.47</td>\n",
-       "      <td>5</td>\n",
-       "      <td>37.47655466102801</td>\n",
-       "      <td>126.99971962537808</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>165</td>\n",
-       "      <td>114.52</td>\n",
-       "      <td>180</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>1458536</td>\n",
-       "      <td>9220</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201708</td>\n",
-       "      <td>11~20</td>\n",
-       "      <td>1992</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>35.23094602349786</td>\n",
-       "      <td>129.094857782031</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>40006</td>\n",
-       "      <td>101.51</td>\n",
-       "      <td>26</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>1459610</td>\n",
-       "      <td>2874</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201708</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1988</td>\n",
-       "      <td>38.52</td>\n",
-       "      <td>3</td>\n",
-       "      <td>37.6638821</td>\n",
-       "      <td>127.06236899999999</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>147153</td>\n",
-       "      <td>43.92</td>\n",
-       "      <td>230</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>1460129</td>\n",
-       "      <td>23946</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201708</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>1986</td>\n",
-       "      <td>45.18</td>\n",
-       "      <td>1</td>\n",
-       "      <td>35.08025404022866</td>\n",
-       "      <td>129.01038633691059</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>57351</td>\n",
-       "      <td>54.86</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>1462023</td>\n",
-       "      <td>23063</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201708</td>\n",
-       "      <td>1~10</td>\n",
-       "      <td>2013</td>\n",
-       "      <td>84.8439</td>\n",
-       "      <td>6</td>\n",
-       "      <td>35.19160774771905</td>\n",
-       "      <td>129.11318500805552</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>56708</td>\n",
-       "      <td>110.72</td>\n",
-       "      <td>43</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>1462947</td>\n",
-       "      <td>21727</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201708</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2013</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.61307907104492</td>\n",
-       "      <td>126.93356323242188</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>18759</td>\n",
-       "      <td>83.61</td>\n",
-       "      <td>35</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>1605340</td>\n",
-       "      <td>22692</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2013</td>\n",
-       "      <td>84.8644</td>\n",
-       "      <td>10</td>\n",
-       "      <td>35.11231143208414</td>\n",
-       "      <td>129.10958198924874</td>\n",
-       "      <td>...</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>56490</td>\n",
-       "      <td>114.38</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>1605341</td>\n",
-       "      <td>5513</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2001</td>\n",
-       "      <td>188.08</td>\n",
-       "      <td>19</td>\n",
-       "      <td>35.1281521</td>\n",
-       "      <td>129.113295</td>\n",
-       "      <td>...</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>33501</td>\n",
-       "      <td>230.65</td>\n",
-       "      <td>144</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>1605343</td>\n",
-       "      <td>17371</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2007</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>5</td>\n",
-       "      <td>35.12310179365744</td>\n",
-       "      <td>129.09348247513583</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>50344</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>1605345</td>\n",
-       "      <td>11500</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1999</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>18</td>\n",
-       "      <td>35.155571802981946</td>\n",
-       "      <td>129.01747882010844</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>44385</td>\n",
-       "      <td>108.08</td>\n",
-       "      <td>323</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>1605347</td>\n",
-       "      <td>16686</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2007</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.502392152907454</td>\n",
-       "      <td>126.94203293696657</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>13885</td>\n",
-       "      <td>79.87</td>\n",
-       "      <td>68</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>1605348</td>\n",
-       "      <td>912</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1993</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>7</td>\n",
-       "      <td>37.50674226194689</td>\n",
-       "      <td>126.90352588985867</td>\n",
-       "      <td>...</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>2414</td>\n",
-       "      <td>102.9</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>1605349</td>\n",
-       "      <td>6492</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2004</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>7</td>\n",
-       "      <td>37.4482710161534</td>\n",
-       "      <td>126.91877171285057</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>10538</td>\n",
-       "      <td>76.73</td>\n",
-       "      <td>770</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>1605350</td>\n",
-       "      <td>1022</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1989</td>\n",
-       "      <td>36.16</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.64420729333219</td>\n",
-       "      <td>127.05338160929209</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>2712</td>\n",
-       "      <td>52.55</td>\n",
-       "      <td>1350</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>1605351</td>\n",
-       "      <td>2779</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1996</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>6</td>\n",
-       "      <td>37.615862125987356</td>\n",
-       "      <td>127.08447745598109</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>5752</td>\n",
-       "      <td>81.09</td>\n",
-       "      <td>312</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>1605352</td>\n",
-       "      <td>1392</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1990</td>\n",
-       "      <td>71.05</td>\n",
-       "      <td>9</td>\n",
-       "      <td>37.54360591337897</td>\n",
-       "      <td>127.01887885626742</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>3798</td>\n",
-       "      <td>92.57</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>1605353</td>\n",
-       "      <td>1603</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1996</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>17</td>\n",
-       "      <td>35.155007781594726</td>\n",
-       "      <td>129.0125973770761</td>\n",
-       "      <td>...</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>146958</td>\n",
-       "      <td>78.19</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>1605354</td>\n",
-       "      <td>33495</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2015</td>\n",
-       "      <td>84.9341</td>\n",
-       "      <td>7</td>\n",
-       "      <td>35.0968017578125</td>\n",
-       "      <td>128.9219970703125</td>\n",
-       "      <td>...</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>92311</td>\n",
-       "      <td>113.53</td>\n",
-       "      <td>426</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3900</th>\n",
-       "      <td>1605355</td>\n",
-       "      <td>1510</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1990</td>\n",
-       "      <td>57.15</td>\n",
-       "      <td>11</td>\n",
-       "      <td>35.22025931680435</td>\n",
-       "      <td>129.0943897491455</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>26221</td>\n",
-       "      <td>79.22</td>\n",
-       "      <td>270</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>1605357</td>\n",
-       "      <td>22243</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2014</td>\n",
-       "      <td>84.9669</td>\n",
-       "      <td>31</td>\n",
-       "      <td>35.0648006</td>\n",
-       "      <td>128.98313100000001</td>\n",
-       "      <td>...</td>\n",
-       "      <td>27.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>56044</td>\n",
-       "      <td>110.8</td>\n",
-       "      <td>530</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>1605358</td>\n",
-       "      <td>1559</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1996</td>\n",
-       "      <td>49.08</td>\n",
-       "      <td>16</td>\n",
-       "      <td>35.051009195911014</td>\n",
-       "      <td>128.96772738215935</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>26414</td>\n",
-       "      <td>68.12</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>1605359</td>\n",
-       "      <td>33502</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2015</td>\n",
-       "      <td>84.9197</td>\n",
-       "      <td>12</td>\n",
-       "      <td>35.18259811401367</td>\n",
-       "      <td>129.19599914550778</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>92348</td>\n",
-       "      <td>118.27</td>\n",
-       "      <td>71</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>1605360</td>\n",
-       "      <td>1545</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1998</td>\n",
-       "      <td>74.6</td>\n",
-       "      <td>25</td>\n",
-       "      <td>35.210271221619145</td>\n",
-       "      <td>129.0242557857687</td>\n",
-       "      <td>...</td>\n",
-       "      <td>20.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>26345</td>\n",
-       "      <td>95.44</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>1605361</td>\n",
-       "      <td>12357</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1992</td>\n",
-       "      <td>81.39</td>\n",
-       "      <td>10</td>\n",
-       "      <td>35.18730781605497</td>\n",
-       "      <td>129.04964005039864</td>\n",
-       "      <td>...</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>45614</td>\n",
-       "      <td>98.98</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>1605362</td>\n",
-       "      <td>3534</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1996</td>\n",
-       "      <td>84.7</td>\n",
-       "      <td>2</td>\n",
-       "      <td>35.155685404054125</td>\n",
-       "      <td>129.03910684781255</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>30252</td>\n",
-       "      <td>104.31</td>\n",
-       "      <td>152</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>1605363</td>\n",
-       "      <td>5768</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2002</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>11</td>\n",
-       "      <td>35.147946156772</td>\n",
-       "      <td>129.01931372197674</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>33945</td>\n",
-       "      <td>74.85</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>1605364</td>\n",
-       "      <td>24</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1992</td>\n",
-       "      <td>84.945</td>\n",
-       "      <td>13</td>\n",
-       "      <td>35.16008237346097</td>\n",
-       "      <td>129.02259850234577</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>25512</td>\n",
-       "      <td>103.74</td>\n",
-       "      <td>370</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>1605365</td>\n",
-       "      <td>1573</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1994</td>\n",
-       "      <td>57.09</td>\n",
-       "      <td>16</td>\n",
-       "      <td>35.0709816615306</td>\n",
-       "      <td>129.0625939109519</td>\n",
-       "      <td>...</td>\n",
-       "      <td>19.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>146937</td>\n",
-       "      <td>78.3</td>\n",
-       "      <td>600</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>1605367</td>\n",
-       "      <td>3686</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1996</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.55521496969028</td>\n",
-       "      <td>127.13129423965424</td>\n",
-       "      <td>...</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>165821</td>\n",
-       "      <td>88.47</td>\n",
-       "      <td>53</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>1605368</td>\n",
-       "      <td>137</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1998</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>1</td>\n",
-       "      <td>37.46824862708849</td>\n",
-       "      <td>126.94428397298736</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>25593</td>\n",
-       "      <td>85.25</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>1605369</td>\n",
-       "      <td>5454</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1987</td>\n",
-       "      <td>63.53</td>\n",
-       "      <td>8</td>\n",
-       "      <td>37.58943191090732</td>\n",
-       "      <td>126.90754969915828</td>\n",
-       "      <td>...</td>\n",
-       "      <td>15.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>8736</td>\n",
-       "      <td>85.76</td>\n",
-       "      <td>315</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3913</th>\n",
-       "      <td>1605370</td>\n",
-       "      <td>2871</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1987</td>\n",
-       "      <td>31.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>37.65252879999999</td>\n",
-       "      <td>127.06408200000001</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>6038</td>\n",
-       "      <td>37.38</td>\n",
-       "      <td>840</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>1605371</td>\n",
-       "      <td>6002</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2004</td>\n",
-       "      <td>84.89</td>\n",
-       "      <td>25</td>\n",
-       "      <td>37.62115003230228</td>\n",
-       "      <td>127.01082888758276</td>\n",
-       "      <td>...</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>9468</td>\n",
-       "      <td>102.49</td>\n",
-       "      <td>648</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>1605372</td>\n",
-       "      <td>7116</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1994</td>\n",
-       "      <td>57.46</td>\n",
-       "      <td>15</td>\n",
-       "      <td>37.64343595978893</td>\n",
-       "      <td>127.0178888640008</td>\n",
-       "      <td>...</td>\n",
-       "      <td>12.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>35853</td>\n",
-       "      <td>71.47</td>\n",
-       "      <td>29</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>1605374</td>\n",
-       "      <td>2937</td>\n",
-       "      <td>1</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>1999</td>\n",
-       "      <td>84.88</td>\n",
-       "      <td>5</td>\n",
-       "      <td>37.60432601611257</td>\n",
-       "      <td>127.01716830085677</td>\n",
-       "      <td>...</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>6280</td>\n",
-       "      <td>108.75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>1605375</td>\n",
-       "      <td>20307</td>\n",
-       "      <td>0</td>\n",
-       "      <td>201810</td>\n",
-       "      <td>21~31</td>\n",
-       "      <td>2011</td>\n",
-       "      <td>84.7808</td>\n",
-       "      <td>4</td>\n",
-       "      <td>35.33871262916821</td>\n",
-       "      <td>129.16392399759656</td>\n",
-       "      <td>...</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>54538</td>\n",
-       "      <td>105.99</td>\n",
-       "      <td>430</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3918 rows × 25 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "          key  apartment_id  city  transaction_year_month transaction_date  \\\n",
-       "0      462533          3751     1                  200912            21~31   \n",
-       "1      764018         14029     1                  201304             1~10   \n",
-       "2      813528         12304     1                  201309            21~30   \n",
-       "3      845097         22241     1                  201312             1~10   \n",
-       "4      856338           316     1                  201401             1~10   \n",
-       "5      977181         14140     1                  201411             1~10   \n",
-       "6     1037012         18263     1                  201503             1~10   \n",
-       "7     1158117          1299     1                  201510            21~31   \n",
-       "8     1204038         34895     1                  201603             1~10   \n",
-       "9     1204146           710     1                  201603             1~10   \n",
-       "10    1253422         26888     0                  201606             1~10   \n",
-       "11    1369751          3581     0                  201702             1~10   \n",
-       "12    1379723         11908     1                  201703             1~10   \n",
-       "13    1389544         26553     0                  201704            11~20   \n",
-       "14    1394472         36531     0                  201704             1~10   \n",
-       "15    1395869          9344     0                  201704            21~30   \n",
-       "16    1411847         10434     0                  201705            21~31   \n",
-       "17    1419442          3542     0                  201705            21~31   \n",
-       "18    1435592          3418     0                  201706            21~30   \n",
-       "19    1436429         17385     0                  201706            21~30   \n",
-       "20    1438962          3713     1                  201707            11~20   \n",
-       "21    1444406          6609     1                  201707             1~10   \n",
-       "22    1445883          1297     1                  201707             1~10   \n",
-       "23    1450094           695     1                  201707            21~31   \n",
-       "24    1452779            65     1                  201707            21~31   \n",
-       "25    1458536          9220     0                  201708            11~20   \n",
-       "26    1459610          2874     1                  201708             1~10   \n",
-       "27    1460129         23946     0                  201708             1~10   \n",
-       "28    1462023         23063     0                  201708             1~10   \n",
-       "29    1462947         21727     1                  201708            21~31   \n",
-       "...       ...           ...   ...                     ...              ...   \n",
-       "3888  1605340         22692     0                  201810            21~31   \n",
-       "3889  1605341          5513     0                  201810            21~31   \n",
-       "3890  1605343         17371     0                  201810            21~31   \n",
-       "3891  1605345         11500     0                  201810            21~31   \n",
-       "3892  1605347         16686     1                  201810            21~31   \n",
-       "3893  1605348           912     1                  201810            21~31   \n",
-       "3894  1605349          6492     1                  201810            21~31   \n",
-       "3895  1605350          1022     1                  201810            21~31   \n",
-       "3896  1605351          2779     1                  201810            21~31   \n",
-       "3897  1605352          1392     1                  201810            21~31   \n",
-       "3898  1605353          1603     0                  201810            21~31   \n",
-       "3899  1605354         33495     0                  201810            21~31   \n",
-       "3900  1605355          1510     0                  201810            21~31   \n",
-       "3901  1605357         22243     0                  201810            21~31   \n",
-       "3902  1605358          1559     0                  201810            21~31   \n",
-       "3903  1605359         33502     0                  201810            21~31   \n",
-       "3904  1605360          1545     0                  201810            21~31   \n",
-       "3905  1605361         12357     0                  201810            21~31   \n",
-       "3906  1605362          3534     0                  201810            21~31   \n",
-       "3907  1605363          5768     0                  201810            21~31   \n",
-       "3908  1605364            24     0                  201810            21~31   \n",
-       "3909  1605365          1573     0                  201810            21~31   \n",
-       "3910  1605367          3686     1                  201810            21~31   \n",
-       "3911  1605368           137     1                  201810            21~31   \n",
-       "3912  1605369          5454     1                  201810            21~31   \n",
-       "3913  1605370          2871     1                  201810            21~31   \n",
-       "3914  1605371          6002     1                  201810            21~31   \n",
-       "3915  1605372          7116     1                  201810            21~31   \n",
-       "3916  1605374          2937     1                  201810            21~31   \n",
-       "3917  1605375         20307     0                  201810            21~31   \n",
-       "\n",
-       "      year_of_completion exclusive_use_area  floor            latitude  \\\n",
-       "0                   1984              83.58     14  37.519926399999996   \n",
-       "1                   1968             107.17     10   37.57221524107417   \n",
-       "2                   1968              36.17      6    37.5700674355999   \n",
-       "3                   2007              45.67      8   37.55693760015581   \n",
-       "4                   1988              41.85      4  37.652256472803785   \n",
-       "5                   1972              124.5      7  37.544317400643685   \n",
-       "6                   2008  84.46799999999999      1  37.645003576533256   \n",
-       "7                   1983             143.95      1    37.5101436250961   \n",
-       "8                   2010              84.78     24   37.57379913330078   \n",
-       "9                   1989              59.22      8   37.63370157637949   \n",
-       "10                  1980              64.53      1  35.115673065185554   \n",
-       "11                  1993              84.87      5   35.06984622087218   \n",
-       "12                  2005             181.51      5  37.515753401632686   \n",
-       "13                  1984              64.52      3   35.14624914836931   \n",
-       "14                  2017            84.9972     23  35.183155600000006   \n",
-       "15                  1985               76.5      3  35.187516322813856   \n",
-       "16                  1993              67.96      5  35.123220603206136   \n",
-       "17                  1989             82.345      2  35.191291828307634   \n",
-       "18                  1985              75.36      8   35.22050213980677   \n",
-       "19                  1994              84.96      8   35.17096840902282   \n",
-       "20                  1970              49.59      6   37.52974079522804   \n",
-       "21                  2002              84.78      4   37.51262261669772   \n",
-       "22                  1983              50.64      5  37.520025663266004   \n",
-       "23                  1970               59.5      5   37.52705261213795   \n",
-       "24                  1980             105.47      5   37.47655466102801   \n",
-       "25                  1992              84.51      2   35.23094602349786   \n",
-       "26                  1988              38.52      3          37.6638821   \n",
-       "27                  1986              45.18      1   35.08025404022866   \n",
-       "28                  2013            84.8439      6   35.19160774771905   \n",
-       "29                  2013              59.99      4   37.61307907104492   \n",
-       "...                  ...                ...    ...                 ...   \n",
-       "3888                2013            84.8644     10   35.11231143208414   \n",
-       "3889                2001             188.08     19          35.1281521   \n",
-       "3890                2007            84.6588      5   35.12310179365744   \n",
-       "3891                1999              84.99     18  35.155571802981946   \n",
-       "3892                2007              59.99      4  37.502392152907454   \n",
-       "3893                1993              84.98      7   37.50674226194689   \n",
-       "3894                2004              59.34      7    37.4482710161534   \n",
-       "3895                1989              36.16      4   37.64420729333219   \n",
-       "3896                1996              59.76      6  37.615862125987356   \n",
-       "3897                1990              71.05      9   37.54360591337897   \n",
-       "3898                1996              59.88     17  35.155007781594726   \n",
-       "3899                2015            84.9341      7    35.0968017578125   \n",
-       "3900                1990              57.15     11   35.22025931680435   \n",
-       "3901                2014            84.9669     31          35.0648006   \n",
-       "3902                1996              49.08     16  35.051009195911014   \n",
-       "3903                2015            84.9197     12   35.18259811401367   \n",
-       "3904                1998               74.6     25  35.210271221619145   \n",
-       "3905                1992              81.39     10   35.18730781605497   \n",
-       "3906                1996               84.7      2  35.155685404054125   \n",
-       "3907                2002              59.76     11     35.147946156772   \n",
-       "3908                1992             84.945     13   35.16008237346097   \n",
-       "3909                1994              57.09     16    35.0709816615306   \n",
-       "3910                1996              59.34      4   37.55521496969028   \n",
-       "3911                1998              59.96      1   37.46824862708849   \n",
-       "3912                1987              63.53      8   37.58943191090732   \n",
-       "3913                1987              31.98      4   37.65252879999999   \n",
-       "3914                2004              84.89     25   37.62115003230228   \n",
-       "3915                1994              57.46     15   37.64343595978893   \n",
-       "3916                1999              84.88      5   37.60432601611257   \n",
-       "3917                2011            84.7808      4   35.33871262916821   \n",
-       "\n",
-       "               longitude          ...            lowest_building_in_sites  \\\n",
-       "0     127.05251499999999          ...                                15.0   \n",
-       "1      126.9876432269324          ...                                 8.0   \n",
-       "2     127.01064037480738          ...                                 4.0   \n",
-       "3     126.85925484475214          ...                                15.0   \n",
-       "4     127.08200296079096          ...                                 5.0   \n",
-       "5     127.00148913995884          ...                                16.0   \n",
-       "6     127.06778149693005          ...                                10.0   \n",
-       "7     127.01173124262036          ...                                14.0   \n",
-       "8     126.89099884033205          ...                                30.0   \n",
-       "9     127.06786639508353          ...                                 6.0   \n",
-       "10    129.02323913574222          ...                                 2.0   \n",
-       "11    128.97800977389178          ...                                18.0   \n",
-       "12    127.06276435403801          ...                                 6.0   \n",
-       "13     129.0082080460082          ...                                 5.0   \n",
-       "14            129.113972          ...                                29.0   \n",
-       "15     129.0683237986119          ...                                 5.0   \n",
-       "16    129.11569407311856          ...                                 6.0   \n",
-       "17    128.99324490479808          ...                                 6.0   \n",
-       "18    129.09139587280137          ...                                13.0   \n",
-       "19    129.15568430871986          ...                                 7.0   \n",
-       "20    126.95328450037451          ...                                 7.0   \n",
-       "21    127.01651838923875          ...                                 6.0   \n",
-       "22    127.01334814084564          ...                                 8.0   \n",
-       "23    126.95432245159394          ...                                 6.0   \n",
-       "24    126.99971962537808          ...                                10.0   \n",
-       "25      129.094857782031          ...                                13.0   \n",
-       "26    127.06236899999999          ...                                 5.0   \n",
-       "27    129.01038633691059          ...                                 4.0   \n",
-       "28    129.11318500805552          ...                                15.0   \n",
-       "29    126.93356323242188          ...                                 8.0   \n",
-       "...                  ...          ...                                 ...   \n",
-       "3888  129.10958198924874          ...                                20.0   \n",
-       "3889          129.113295          ...                                22.0   \n",
-       "3890  129.09348247513583          ...                                 9.0   \n",
-       "3891  129.01747882010844          ...                                13.0   \n",
-       "3892  126.94203293696657          ...                                 8.0   \n",
-       "3893  126.90352588985867          ...                                14.0   \n",
-       "3894  126.91877171285057          ...                                15.0   \n",
-       "3895  127.05338160929209          ...                                15.0   \n",
-       "3896  127.08447745598109          ...                                10.0   \n",
-       "3897  127.01887885626742          ...                                 5.0   \n",
-       "3898   129.0125973770761          ...                                13.0   \n",
-       "3899   128.9219970703125          ...                                16.0   \n",
-       "3900   129.0943897491455          ...                                15.0   \n",
-       "3901  128.98313100000001          ...                                27.0   \n",
-       "3902  128.96772738215935          ...                                18.0   \n",
-       "3903  129.19599914550778          ...                                 7.0   \n",
-       "3904   129.0242557857687          ...                                20.0   \n",
-       "3905  129.04964005039864          ...                                10.0   \n",
-       "3906  129.03910684781255          ...                                 9.0   \n",
-       "3907  129.01931372197674          ...                                 9.0   \n",
-       "3908  129.02259850234577          ...                                15.0   \n",
-       "3909   129.0625939109519          ...                                19.0   \n",
-       "3910  127.13129423965424          ...                                11.0   \n",
-       "3911  126.94428397298736          ...                                 7.0   \n",
-       "3912  126.90754969915828          ...                                15.0   \n",
-       "3913  127.06408200000001          ...                                 5.0   \n",
-       "3914  127.01082888758276          ...                                 5.0   \n",
-       "3915   127.0178888640008          ...                                12.0   \n",
-       "3916  127.01716830085677          ...                                 7.0   \n",
-       "3917  129.16392399759656          ...                                18.0   \n",
-       "\n",
-       "       heat_type     heat_fuel  room_id supply_area  \\\n",
-       "0       district  cogeneration     6648      107.19   \n",
-       "1     individual           gas    46184      107.17   \n",
-       "2     individual           gas    45540       39.66   \n",
-       "3     individual           gas    19069       87.11   \n",
-       "4     individual           gas      704        56.7   \n",
-       "5        central           gas    46215      131.01   \n",
-       "6     individual           gas    15040       116.4   \n",
-       "7       district  cogeneration    26105       155.6   \n",
-       "8       district  cogeneration   145659       118.6   \n",
-       "9        central           gas     1901       85.12   \n",
-       "10    individual           gas    58628       82.65   \n",
-       "11    individual           gas    30471      105.38   \n",
-       "12    individual           gas    45171      205.27   \n",
-       "13    individual             -    58482       71.72   \n",
-       "14    individual           NaN   150241      112.49   \n",
-       "15    individual           gas    40469       90.18   \n",
-       "16    individual           gas    42921       79.09   \n",
-       "17    individual           gas    30295        98.3   \n",
-       "18    individual           gas    29812       92.48   \n",
-       "19    individual           gas    50403      106.01   \n",
-       "20    individual           gas     6579       49.59   \n",
-       "21    individual           gas    34886      107.46   \n",
-       "22      district  cogeneration     3538        55.0   \n",
-       "23    individual           gas    25896        59.5   \n",
-       "24       central           gas      165      114.52   \n",
-       "25    individual           gas    40006      101.51   \n",
-       "26    individual           gas   147153       43.92   \n",
-       "27    individual           gas    57351       54.86   \n",
-       "28    individual           gas    56708      110.72   \n",
-       "29    individual           gas    18759       83.61   \n",
-       "...          ...           ...      ...         ...   \n",
-       "3888  individual           gas    56490      114.38   \n",
-       "3889  individual           gas    33501      230.65   \n",
-       "3890  individual           gas    50344      111.48   \n",
-       "3891  individual           gas    44385      108.08   \n",
-       "3892  individual           gas    13885       79.87   \n",
-       "3893  individual           gas     2414       102.9   \n",
-       "3894  individual           gas    10538       76.73   \n",
-       "3895     central           gas     2712       52.55   \n",
-       "3896    district  cogeneration     5752       81.09   \n",
-       "3897     central           gas     3798       92.57   \n",
-       "3898  individual           gas   146958       78.19   \n",
-       "3899    district  cogeneration    92311      113.53   \n",
-       "3900  individual           gas    26221       79.22   \n",
-       "3901  individual           gas    56044       110.8   \n",
-       "3902  individual           gas    26414       68.12   \n",
-       "3903  individual           gas    92348      118.27   \n",
-       "3904  individual           gas    26345       95.44   \n",
-       "3905  individual           gas    45614       98.98   \n",
-       "3906  individual           gas    30252      104.31   \n",
-       "3907  individual           gas    33945       74.85   \n",
-       "3908  individual           gas    25512      103.74   \n",
-       "3909  individual           gas   146937        78.3   \n",
-       "3910  individual           gas   165821       88.47   \n",
-       "3911  individual           gas    25593       85.25   \n",
-       "3912  individual           gas     8736       85.76   \n",
-       "3913  individual           gas     6038       37.38   \n",
-       "3914  individual           gas     9468      102.49   \n",
-       "3915  individual           gas    35853       71.47   \n",
-       "3916  individual           gas     6280      108.75   \n",
-       "3917    district  cogeneration    54538      105.99   \n",
-       "\n",
-       "     total_household_count_of_area_type room_count bathroom_count  \\\n",
-       "0                                     2        3.0            1.0   \n",
-       "1                                    10        0.0            0.0   \n",
-       "2                                    58        2.0            1.0   \n",
-       "3                                     1        3.0            2.0   \n",
-       "4                                    90        2.0            1.0   \n",
-       "5                                    56        3.0            2.0   \n",
-       "6                                    74        3.0            2.0   \n",
-       "7                                   112        4.0            2.0   \n",
-       "8                                    58        2.0            2.0   \n",
-       "9                                   106        3.0            1.0   \n",
-       "10                                   40        3.0            1.0   \n",
-       "11                                   76        3.0            2.0   \n",
-       "12                                   48        4.0            2.0   \n",
-       "13                                   20        3.0            1.0   \n",
-       "14                                  240        3.0            2.0   \n",
-       "15                                   15        3.0            1.0   \n",
-       "16                                   48        3.0            1.0   \n",
-       "17                                   66        3.0            1.0   \n",
-       "18                                   52        3.0            1.0   \n",
-       "19                                   65        3.0            2.0   \n",
-       "20                                   60        2.0            1.0   \n",
-       "21                                   92        3.0            2.0   \n",
-       "22                                  144        2.0            1.0   \n",
-       "23                                   90        3.0            1.0   \n",
-       "24                                  180        3.0            1.0   \n",
-       "25                                   26        3.0            2.0   \n",
-       "26                                  230        2.0            1.0   \n",
-       "27                                    5        2.0            1.0   \n",
-       "28                                   43        3.0            2.0   \n",
-       "29                                   35        3.0            1.0   \n",
-       "...                                 ...        ...            ...   \n",
-       "3888                                 65        3.0            2.0   \n",
-       "3889                                144        5.0            2.0   \n",
-       "3890                                 46        3.0            2.0   \n",
-       "3891                                323        3.0            2.0   \n",
-       "3892                                 68        3.0            2.0   \n",
-       "3893                                321        3.0            2.0   \n",
-       "3894                                770        3.0            1.0   \n",
-       "3895                               1350        1.0            1.0   \n",
-       "3896                                312        3.0            1.0   \n",
-       "3897                                164        3.0            1.0   \n",
-       "3898                                340        2.0            1.0   \n",
-       "3899                                426        3.0            2.0   \n",
-       "3900                                270        3.0            1.0   \n",
-       "3901                                530        3.0            2.0   \n",
-       "3902                               2960        3.0            1.0   \n",
-       "3903                                 71        3.0            2.0   \n",
-       "3904                                340        3.0            1.0   \n",
-       "3905                                  9        3.0            1.0   \n",
-       "3906                                152        3.0            2.0   \n",
-       "3907                                284        3.0            1.0   \n",
-       "3908                                370        3.0            2.0   \n",
-       "3909                                600        3.0            1.0   \n",
-       "3910                                 53        3.0            1.0   \n",
-       "3911                                 60        2.0            1.0   \n",
-       "3912                                315        2.0            1.0   \n",
-       "3913                                840        1.0            1.0   \n",
-       "3914                                648        3.0            2.0   \n",
-       "3915                                 29        3.0            1.0   \n",
-       "3916                                  0        3.0            2.0   \n",
-       "3917                                430        3.0            2.0   \n",
-       "\n",
-       "      front_door_structure transaction_real_price  \n",
-       "0                 corridor                      0  \n",
-       "1                 corridor                      0  \n",
-       "2                 stairway                      0  \n",
-       "3                 stairway                      0  \n",
-       "4                 stairway                      0  \n",
-       "5                 corridor                      0  \n",
-       "6                 stairway                      0  \n",
-       "7                 stairway                      0  \n",
-       "8                 stairway                      0  \n",
-       "9                 corridor                      0  \n",
-       "10                stairway                      0  \n",
-       "11                stairway                      0  \n",
-       "12                stairway                      0  \n",
-       "13                stairway                      0  \n",
-       "14                stairway                      0  \n",
-       "15                stairway                      0  \n",
-       "16                corridor                      0  \n",
-       "17                stairway                      0  \n",
-       "18                stairway                      0  \n",
-       "19                stairway                      0  \n",
-       "20                stairway                      0  \n",
-       "21                stairway                      0  \n",
-       "22                corridor                      0  \n",
-       "23                stairway                      0  \n",
-       "24                corridor                      0  \n",
-       "25                stairway                      0  \n",
-       "26                stairway                      0  \n",
-       "27                stairway                      0  \n",
-       "28                stairway                      0  \n",
-       "29                stairway                      0  \n",
-       "...                    ...                    ...  \n",
-       "3888              stairway                      0  \n",
-       "3889              stairway                      0  \n",
-       "3890              stairway                      0  \n",
-       "3891              stairway                      0  \n",
-       "3892              stairway                      0  \n",
-       "3893              stairway                      0  \n",
-       "3894              corridor                      0  \n",
-       "3895              corridor                      0  \n",
-       "3896              corridor                      0  \n",
-       "3897              corridor                      0  \n",
-       "3898              stairway                      0  \n",
-       "3899              stairway                      0  \n",
-       "3900              corridor                      0  \n",
-       "3901              stairway                      0  \n",
-       "3902              corridor                      0  \n",
-       "3903              stairway                      0  \n",
-       "3904              stairway                      0  \n",
-       "3905              stairway                      0  \n",
-       "3906              stairway                      0  \n",
-       "3907              stairway                      0  \n",
-       "3908              stairway                      0  \n",
-       "3909              corridor                      0  \n",
-       "3910              corridor                      0  \n",
-       "3911              corridor                      0  \n",
-       "3912              corridor                      0  \n",
-       "3913              stairway                      0  \n",
-       "3914              stairway                      0  \n",
-       "3915              stairway                      0  \n",
-       "3916              stairway                      0  \n",
-       "3917              stairway                      0  \n",
-       "\n",
-       "[3918 rows x 25 columns]"
-      ]
-     },
-     "execution_count": 24,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 25,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "col_n = ['transaction_real_price', 'city', 'exclusive_use_area','floor','total_parking_capacity_in_site',\n",
-    "         'total_household_count_in_sites','apartment_building_count_in_sites','heat_type','heat_fuel',\n",
-    "         'front_door_structure','supply_area','total_household_count_of_area_type',\n",
-    "        'room_count','bathroom_count']\n",
-    "\n",
-    "df_test = pd.DataFrame(df_test,columns = col_n)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
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-       "        vertical-align: top;\n",
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-       "\n",
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-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>heat_type</th>\n",
-       "      <th>heat_fuel</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>107.17</td>\n",
-       "      <td>10</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>149</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.17</td>\n",
-       "      <td>10</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>36.17</td>\n",
-       "      <td>6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>120</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>39.66</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>41.85</td>\n",
-       "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>210</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>56.7</td>\n",
-       "      <td>90</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>124.5</td>\n",
-       "      <td>7</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>122</td>\n",
-       "      <td>1</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>131.01</td>\n",
-       "      <td>56</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>143.95</td>\n",
-       "      <td>1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>112</td>\n",
-       "      <td>1</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>155.6</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>64.53</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.65</td>\n",
-       "      <td>40</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>52.0</td>\n",
-       "      <td>118</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.38</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>181.51</td>\n",
-       "      <td>5</td>\n",
-       "      <td>240.0</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>205.27</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>64.52</td>\n",
-       "      <td>3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>110</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>-</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>71.72</td>\n",
-       "      <td>20</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9972</td>\n",
-       "      <td>23</td>\n",
-       "      <td>624.0</td>\n",
-       "      <td>529</td>\n",
-       "      <td>6</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>112.49</td>\n",
-       "      <td>240</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>76.5</td>\n",
-       "      <td>3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>105</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>90.18</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>67.96</td>\n",
-       "      <td>5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>108</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>79.09</td>\n",
-       "      <td>48</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>82.345</td>\n",
-       "      <td>2</td>\n",
-       "      <td>87.0</td>\n",
-       "      <td>174</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.3</td>\n",
-       "      <td>66</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>75.36</td>\n",
-       "      <td>8</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>156</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>92.48</td>\n",
-       "      <td>52</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>8</td>\n",
-       "      <td>73.0</td>\n",
-       "      <td>113</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.01</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>49.59</td>\n",
-       "      <td>6</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>228</td>\n",
-       "      <td>6</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>49.59</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>4</td>\n",
-       "      <td>132.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>107.46</td>\n",
-       "      <td>92</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>50.64</td>\n",
-       "      <td>5</td>\n",
-       "      <td>182.0</td>\n",
-       "      <td>182</td>\n",
-       "      <td>1</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>5</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>190</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>59.5</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>105.47</td>\n",
-       "      <td>5</td>\n",
-       "      <td>630.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>7</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>114.52</td>\n",
-       "      <td>180</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>153</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>101.51</td>\n",
-       "      <td>26</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>38.52</td>\n",
-       "      <td>3</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>830</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>43.92</td>\n",
-       "      <td>230</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>45.18</td>\n",
-       "      <td>1</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>176</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>54.86</td>\n",
-       "      <td>5</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8439</td>\n",
-       "      <td>6</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>163</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.72</td>\n",
-       "      <td>43</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>693.0</td>\n",
-       "      <td>588</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>83.61</td>\n",
-       "      <td>35</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8644</td>\n",
-       "      <td>10</td>\n",
-       "      <td>777.0</td>\n",
-       "      <td>773</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>114.38</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>188.08</td>\n",
-       "      <td>19</td>\n",
-       "      <td>4515.0</td>\n",
-       "      <td>2637</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>230.65</td>\n",
-       "      <td>144</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>5</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>18</td>\n",
-       "      <td>876.0</td>\n",
-       "      <td>819</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.08</td>\n",
-       "      <td>323</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1651.0</td>\n",
-       "      <td>1122</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>79.87</td>\n",
-       "      <td>68</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>7</td>\n",
-       "      <td>234.0</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.9</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>7</td>\n",
-       "      <td>3146.0</td>\n",
-       "      <td>2810</td>\n",
-       "      <td>25</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.73</td>\n",
-       "      <td>770</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>36.16</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1980.0</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>11</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>52.55</td>\n",
-       "      <td>1350</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>6</td>\n",
-       "      <td>560.0</td>\n",
-       "      <td>1070</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.09</td>\n",
-       "      <td>312</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>71.05</td>\n",
-       "      <td>9</td>\n",
-       "      <td>962.0</td>\n",
-       "      <td>566</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>92.57</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>17</td>\n",
-       "      <td>1110.0</td>\n",
-       "      <td>1206</td>\n",
-       "      <td>12</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.19</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9341</td>\n",
-       "      <td>7</td>\n",
-       "      <td>842.0</td>\n",
-       "      <td>737</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.53</td>\n",
-       "      <td>426</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3900</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.15</td>\n",
-       "      <td>11</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>990</td>\n",
-       "      <td>11</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>79.22</td>\n",
-       "      <td>270</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9669</td>\n",
-       "      <td>31</td>\n",
-       "      <td>1761.0</td>\n",
-       "      <td>1326</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.8</td>\n",
-       "      <td>530</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.08</td>\n",
-       "      <td>16</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>17</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.12</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9197</td>\n",
-       "      <td>12</td>\n",
-       "      <td>392.0</td>\n",
-       "      <td>407</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.27</td>\n",
-       "      <td>71</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>74.6</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1282.0</td>\n",
-       "      <td>1166</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.44</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>81.39</td>\n",
-       "      <td>10</td>\n",
-       "      <td>131.0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.98</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7</td>\n",
-       "      <td>2</td>\n",
-       "      <td>249.0</td>\n",
-       "      <td>300</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.31</td>\n",
-       "      <td>152</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>11</td>\n",
-       "      <td>1673.0</td>\n",
-       "      <td>1424</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>74.85</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.945</td>\n",
-       "      <td>13</td>\n",
-       "      <td>471.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.74</td>\n",
-       "      <td>370</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.09</td>\n",
-       "      <td>16</td>\n",
-       "      <td>800.0</td>\n",
-       "      <td>1000</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.3</td>\n",
-       "      <td>600</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>4</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.47</td>\n",
-       "      <td>53</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>1</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>126</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.25</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>63.53</td>\n",
-       "      <td>8</td>\n",
-       "      <td>570.0</td>\n",
-       "      <td>570</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.76</td>\n",
-       "      <td>315</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3913</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>31.98</td>\n",
-       "      <td>4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>840</td>\n",
-       "      <td>19</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>37.38</td>\n",
-       "      <td>840</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1875.0</td>\n",
-       "      <td>2075</td>\n",
-       "      <td>21</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.49</td>\n",
-       "      <td>648</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>57.46</td>\n",
-       "      <td>15</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>146</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>71.47</td>\n",
-       "      <td>29</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.88</td>\n",
-       "      <td>5</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7808</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1128.0</td>\n",
-       "      <td>978</td>\n",
-       "      <td>13</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.99</td>\n",
-       "      <td>430</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3918 rows × 14 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                          0     1              83.58     14   \n",
-       "1                          0     1             107.17     10   \n",
-       "2                          0     1              36.17      6   \n",
-       "3                          0     1              45.67      8   \n",
-       "4                          0     1              41.85      4   \n",
-       "5                          0     1              124.5      7   \n",
-       "6                          0     1  84.46799999999999      1   \n",
-       "7                          0     1             143.95      1   \n",
-       "8                          0     1              84.78     24   \n",
-       "9                          0     1              59.22      8   \n",
-       "10                         0     0              64.53      1   \n",
-       "11                         0     0              84.87      5   \n",
-       "12                         0     1             181.51      5   \n",
-       "13                         0     0              64.52      3   \n",
-       "14                         0     0            84.9972     23   \n",
-       "15                         0     0               76.5      3   \n",
-       "16                         0     0              67.96      5   \n",
-       "17                         0     0             82.345      2   \n",
-       "18                         0     0              75.36      8   \n",
-       "19                         0     0              84.96      8   \n",
-       "20                         0     1              49.59      6   \n",
-       "21                         0     1              84.78      4   \n",
-       "22                         0     1              50.64      5   \n",
-       "23                         0     1               59.5      5   \n",
-       "24                         0     1             105.47      5   \n",
-       "25                         0     0              84.51      2   \n",
-       "26                         0     1              38.52      3   \n",
-       "27                         0     0              45.18      1   \n",
-       "28                         0     0            84.8439      6   \n",
-       "29                         0     1              59.99      4   \n",
-       "...                      ...   ...                ...    ...   \n",
-       "3888                       0     0            84.8644     10   \n",
-       "3889                       0     0             188.08     19   \n",
-       "3890                       0     0            84.6588      5   \n",
-       "3891                       0     0              84.99     18   \n",
-       "3892                       0     1              59.99      4   \n",
-       "3893                       0     1              84.98      7   \n",
-       "3894                       0     1              59.34      7   \n",
-       "3895                       0     1              36.16      4   \n",
-       "3896                       0     1              59.76      6   \n",
-       "3897                       0     1              71.05      9   \n",
-       "3898                       0     0              59.88     17   \n",
-       "3899                       0     0            84.9341      7   \n",
-       "3900                       0     0              57.15     11   \n",
-       "3901                       0     0            84.9669     31   \n",
-       "3902                       0     0              49.08     16   \n",
-       "3903                       0     0            84.9197     12   \n",
-       "3904                       0     0               74.6     25   \n",
-       "3905                       0     0              81.39     10   \n",
-       "3906                       0     0               84.7      2   \n",
-       "3907                       0     0              59.76     11   \n",
-       "3908                       0     0             84.945     13   \n",
-       "3909                       0     0              57.09     16   \n",
-       "3910                       0     1              59.34      4   \n",
-       "3911                       0     1              59.96      1   \n",
-       "3912                       0     1              63.53      8   \n",
-       "3913                       0     1              31.98      4   \n",
-       "3914                       0     1              84.89     25   \n",
-       "3915                       0     1              57.46     15   \n",
-       "3916                       0     1              84.88      5   \n",
-       "3917                       0     0            84.7808      4   \n",
-       "\n",
-       "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                             375.0                             375   \n",
-       "1                               NaN                             149   \n",
-       "2                               NaN                             120   \n",
-       "3                             216.0                             419   \n",
-       "4                               NaN                             210   \n",
-       "5                               NaN                             122   \n",
-       "6                             146.0                             219   \n",
-       "7                               NaN                             112   \n",
-       "8                             318.0                             240   \n",
-       "9                             540.0                            1880   \n",
-       "10                              7.0                             101   \n",
-       "11                             52.0                             118   \n",
-       "12                            240.0                             112   \n",
-       "13                              NaN                             110   \n",
-       "14                            624.0                             529   \n",
-       "15                              NaN                             105   \n",
-       "16                              NaN                             108   \n",
-       "17                             87.0                             174   \n",
-       "18                              NaN                             156   \n",
-       "19                             73.0                             113   \n",
-       "20                              NaN                             228   \n",
-       "21                            132.0                             107   \n",
-       "22                            182.0                             182   \n",
-       "23                              NaN                             190   \n",
-       "24                            630.0                             450   \n",
-       "25                              NaN                             153   \n",
-       "26                              NaN                             830   \n",
-       "27                              NaN                             176   \n",
-       "28                            176.0                             163   \n",
-       "29                            693.0                             588   \n",
-       "...                             ...                             ...   \n",
-       "3888                          777.0                             773   \n",
-       "3889                         4515.0                            2637   \n",
-       "3890                          918.0                             712   \n",
-       "3891                          876.0                             819   \n",
-       "3892                         1651.0                            1122   \n",
-       "3893                          234.0                             321   \n",
-       "3894                         3146.0                            2810   \n",
-       "3895                         1980.0                            1980   \n",
-       "3896                          560.0                            1070   \n",
-       "3897                          962.0                             566   \n",
-       "3898                         1110.0                            1206   \n",
-       "3899                          842.0                             737   \n",
-       "3900                            NaN                             990   \n",
-       "3901                         1761.0                            1326   \n",
-       "3902                         2500.0                            2960   \n",
-       "3903                          392.0                             407   \n",
-       "3904                         1282.0                            1166   \n",
-       "3905                          131.0                             160   \n",
-       "3906                          249.0                             300   \n",
-       "3907                         1673.0                            1424   \n",
-       "3908                          471.0                             450   \n",
-       "3909                          800.0                            1000   \n",
-       "3910                          111.0                             107   \n",
-       "3911                          141.0                             126   \n",
-       "3912                          570.0                             570   \n",
-       "3913                            NaN                             840   \n",
-       "3914                         1875.0                            2075   \n",
-       "3915                          130.0                             146   \n",
-       "3916                          802.0                             860   \n",
-       "3917                         1128.0                             978   \n",
-       "\n",
-       "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                     4    district  cogeneration   \n",
-       "1                                     1  individual           gas   \n",
-       "2                                     4  individual           gas   \n",
-       "3                                     1  individual           gas   \n",
-       "4                                     2  individual           gas   \n",
-       "5                                     1     central           gas   \n",
-       "6                                     4  individual           gas   \n",
-       "7                                     1    district  cogeneration   \n",
-       "8                                     2    district  cogeneration   \n",
-       "9                                    15     central           gas   \n",
-       "10                                    4  individual           gas   \n",
-       "11                                    1  individual           gas   \n",
-       "12                                    4  individual           gas   \n",
-       "13                                    2  individual             -   \n",
-       "14                                    6  individual           NaN   \n",
-       "15                                    4  individual           gas   \n",
-       "16                                    3  individual           gas   \n",
-       "17                                    3  individual           gas   \n",
-       "18                                    1  individual           gas   \n",
-       "19                                    1  individual           gas   \n",
-       "20                                    6  individual           gas   \n",
-       "21                                    1  individual           gas   \n",
-       "22                                    1    district  cogeneration   \n",
-       "23                                    9  individual           gas   \n",
-       "24                                    7     central           gas   \n",
-       "25                                    1  individual           gas   \n",
-       "26                                   18  individual           gas   \n",
-       "27                                    4  individual           gas   \n",
-       "28                                    3  individual           gas   \n",
-       "29                                    9  individual           gas   \n",
-       "...                                 ...         ...           ...   \n",
-       "3888                                  9  individual           gas   \n",
-       "3889                                 30  individual           gas   \n",
-       "3890                                 15  individual           gas   \n",
-       "3891                                  8  individual           gas   \n",
-       "3892                                 22  individual           gas   \n",
-       "3893                                  3  individual           gas   \n",
-       "3894                                 25  individual           gas   \n",
-       "3895                                 11     central           gas   \n",
-       "3896                                 12    district  cogeneration   \n",
-       "3897                                  8     central           gas   \n",
-       "3898                                 12  individual           gas   \n",
-       "3899                                 11    district  cogeneration   \n",
-       "3900                                 11  individual           gas   \n",
-       "3901                                  9  individual           gas   \n",
-       "3902                                 17  individual           gas   \n",
-       "3903                                  5  individual           gas   \n",
-       "3904                                 10  individual           gas   \n",
-       "3905                                  2  individual           gas   \n",
-       "3906                                  1  individual           gas   \n",
-       "3907                                 18  individual           gas   \n",
-       "3908                                  3  individual           gas   \n",
-       "3909                                  9  individual           gas   \n",
-       "3910                                  1  individual           gas   \n",
-       "3911                                  1  individual           gas   \n",
-       "3912                                  5  individual           gas   \n",
-       "3913                                 19  individual           gas   \n",
-       "3914                                 21  individual           gas   \n",
-       "3915                                  1  individual           gas   \n",
-       "3916                                  8  individual           gas   \n",
-       "3917                                 13    district  cogeneration   \n",
-       "\n",
-       "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                corridor      107.19                                   2   \n",
-       "1                corridor      107.17                                  10   \n",
-       "2                stairway       39.66                                  58   \n",
-       "3                stairway       87.11                                   1   \n",
-       "4                stairway        56.7                                  90   \n",
-       "5                corridor      131.01                                  56   \n",
-       "6                stairway       116.4                                  74   \n",
-       "7                stairway       155.6                                 112   \n",
-       "8                stairway       118.6                                  58   \n",
-       "9                corridor       85.12                                 106   \n",
-       "10               stairway       82.65                                  40   \n",
-       "11               stairway      105.38                                  76   \n",
-       "12               stairway      205.27                                  48   \n",
-       "13               stairway       71.72                                  20   \n",
-       "14               stairway      112.49                                 240   \n",
-       "15               stairway       90.18                                  15   \n",
-       "16               corridor       79.09                                  48   \n",
-       "17               stairway        98.3                                  66   \n",
-       "18               stairway       92.48                                  52   \n",
-       "19               stairway      106.01                                  65   \n",
-       "20               stairway       49.59                                  60   \n",
-       "21               stairway      107.46                                  92   \n",
-       "22               corridor        55.0                                 144   \n",
-       "23               stairway        59.5                                  90   \n",
-       "24               corridor      114.52                                 180   \n",
-       "25               stairway      101.51                                  26   \n",
-       "26               stairway       43.92                                 230   \n",
-       "27               stairway       54.86                                   5   \n",
-       "28               stairway      110.72                                  43   \n",
-       "29               stairway       83.61                                  35   \n",
-       "...                   ...         ...                                 ...   \n",
-       "3888             stairway      114.38                                  65   \n",
-       "3889             stairway      230.65                                 144   \n",
-       "3890             stairway      111.48                                  46   \n",
-       "3891             stairway      108.08                                 323   \n",
-       "3892             stairway       79.87                                  68   \n",
-       "3893             stairway       102.9                                 321   \n",
-       "3894             corridor       76.73                                 770   \n",
-       "3895             corridor       52.55                                1350   \n",
-       "3896             corridor       81.09                                 312   \n",
-       "3897             corridor       92.57                                 164   \n",
-       "3898             stairway       78.19                                 340   \n",
-       "3899             stairway      113.53                                 426   \n",
-       "3900             corridor       79.22                                 270   \n",
-       "3901             stairway       110.8                                 530   \n",
-       "3902             corridor       68.12                                2960   \n",
-       "3903             stairway      118.27                                  71   \n",
-       "3904             stairway       95.44                                 340   \n",
-       "3905             stairway       98.98                                   9   \n",
-       "3906             stairway      104.31                                 152   \n",
-       "3907             stairway       74.85                                 284   \n",
-       "3908             stairway      103.74                                 370   \n",
-       "3909             corridor        78.3                                 600   \n",
-       "3910             corridor       88.47                                  53   \n",
-       "3911             corridor       85.25                                  60   \n",
-       "3912             corridor       85.76                                 315   \n",
-       "3913             stairway       37.38                                 840   \n",
-       "3914             stairway      102.49                                 648   \n",
-       "3915             stairway       71.47                                  29   \n",
-       "3916             stairway      108.75                                   0   \n",
-       "3917             stairway      105.99                                 430   \n",
-       "\n",
-       "     room_count bathroom_count  \n",
-       "0           3.0            1.0  \n",
-       "1           0.0            0.0  \n",
-       "2           2.0            1.0  \n",
-       "3           3.0            2.0  \n",
-       "4           2.0            1.0  \n",
-       "5           3.0            2.0  \n",
-       "6           3.0            2.0  \n",
-       "7           4.0            2.0  \n",
-       "8           2.0            2.0  \n",
-       "9           3.0            1.0  \n",
-       "10          3.0            1.0  \n",
-       "11          3.0            2.0  \n",
-       "12          4.0            2.0  \n",
-       "13          3.0            1.0  \n",
-       "14          3.0            2.0  \n",
-       "15          3.0            1.0  \n",
-       "16          3.0            1.0  \n",
-       "17          3.0            1.0  \n",
-       "18          3.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "20          2.0            1.0  \n",
-       "21          3.0            2.0  \n",
-       "22          2.0            1.0  \n",
-       "23          3.0            1.0  \n",
-       "24          3.0            1.0  \n",
-       "25          3.0            2.0  \n",
-       "26          2.0            1.0  \n",
-       "27          2.0            1.0  \n",
-       "28          3.0            2.0  \n",
-       "29          3.0            1.0  \n",
-       "...         ...            ...  \n",
-       "3888        3.0            2.0  \n",
-       "3889        5.0            2.0  \n",
-       "3890        3.0            2.0  \n",
-       "3891        3.0            2.0  \n",
-       "3892        3.0            2.0  \n",
-       "3893        3.0            2.0  \n",
-       "3894        3.0            1.0  \n",
-       "3895        1.0            1.0  \n",
-       "3896        3.0            1.0  \n",
-       "3897        3.0            1.0  \n",
-       "3898        2.0            1.0  \n",
-       "3899        3.0            2.0  \n",
-       "3900        3.0            1.0  \n",
-       "3901        3.0            2.0  \n",
-       "3902        3.0            1.0  \n",
-       "3903        3.0            2.0  \n",
-       "3904        3.0            1.0  \n",
-       "3905        3.0            1.0  \n",
-       "3906        3.0            2.0  \n",
-       "3907        3.0            1.0  \n",
-       "3908        3.0            2.0  \n",
-       "3909        3.0            1.0  \n",
-       "3910        3.0            1.0  \n",
-       "3911        2.0            1.0  \n",
-       "3912        2.0            1.0  \n",
-       "3913        1.0            1.0  \n",
-       "3914        3.0            2.0  \n",
-       "3915        3.0            1.0  \n",
-       "3916        3.0            2.0  \n",
-       "3917        3.0            2.0  \n",
-       "\n",
-       "[3918 rows x 14 columns]"
-      ]
-     },
-     "execution_count": 26,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>total_missing</th>\n",
-       "      <th>percent</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <td>371</td>\n",
-       "      <td>8.31</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_fuel</th>\n",
-       "      <td>48</td>\n",
-       "      <td>1.08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <td>45</td>\n",
-       "      <td>1.01</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_type</th>\n",
-       "      <td>28</td>\n",
-       "      <td>0.63</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <td>5</td>\n",
-       "      <td>0.11</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>room_count</th>\n",
-       "      <td>5</td>\n",
-       "      <td>0.11</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                total_missing  percent\n",
-       "total_parking_capacity_in_site            371     8.31\n",
-       "heat_fuel                                  48     1.08\n",
-       "front_door_structure                       45     1.01\n",
-       "heat_type                                  28     0.63\n",
-       "bathroom_count                              5     0.11\n",
-       "room_count                                  5     0.11"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test = df_test.replace('-', None)\n",
-    "\n",
-    "# Caculuate the percentage of missing data \n",
-    "total = df_test.isnull().sum()[df_test.isnull().sum() != 0].sort_values(ascending = False)\n",
-    "percent = pd.Series(round(total/len(df)*100,2))\n",
-    "pd.concat([total, percent], axis=1, keys=['total_missing', 'percent'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>heat_type</th>\n",
-       "      <th>heat_fuel</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>64.53</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.65</td>\n",
-       "      <td>40</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>52.0</td>\n",
-       "      <td>118</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.38</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>181.51</td>\n",
-       "      <td>5</td>\n",
-       "      <td>240.0</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>205.27</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>82.345</td>\n",
-       "      <td>2</td>\n",
-       "      <td>87.0</td>\n",
-       "      <td>174</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.3</td>\n",
-       "      <td>66</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>8</td>\n",
-       "      <td>73.0</td>\n",
-       "      <td>113</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.01</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>4</td>\n",
-       "      <td>132.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>107.46</td>\n",
-       "      <td>92</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>50.64</td>\n",
-       "      <td>5</td>\n",
-       "      <td>182.0</td>\n",
-       "      <td>182</td>\n",
-       "      <td>1</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>105.47</td>\n",
-       "      <td>5</td>\n",
-       "      <td>630.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>7</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>114.52</td>\n",
-       "      <td>180</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8439</td>\n",
-       "      <td>6</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>163</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.72</td>\n",
-       "      <td>43</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>693.0</td>\n",
-       "      <td>588</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>83.61</td>\n",
-       "      <td>35</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>143.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>505.0</td>\n",
-       "      <td>505</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>166.14</td>\n",
-       "      <td>90</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.72</td>\n",
-       "      <td>12</td>\n",
-       "      <td>62.0</td>\n",
-       "      <td>104</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.61</td>\n",
-       "      <td>2</td>\n",
-       "      <td>63.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.55</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89299999999999</td>\n",
-       "      <td>11</td>\n",
-       "      <td>195.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.96</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>70.23</td>\n",
-       "      <td>20</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.07</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>127.15</td>\n",
-       "      <td>12</td>\n",
-       "      <td>785.0</td>\n",
-       "      <td>786</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>139.53</td>\n",
-       "      <td>192</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6869</td>\n",
-       "      <td>12</td>\n",
-       "      <td>139.0</td>\n",
-       "      <td>153</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.27</td>\n",
-       "      <td>98</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>58.12</td>\n",
-       "      <td>9</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.88</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>69.88</td>\n",
-       "      <td>11</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>142</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.82</td>\n",
-       "      <td>30</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.58</td>\n",
-       "      <td>4</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.68</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.78</td>\n",
-       "      <td>19</td>\n",
-       "      <td>355.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.12</td>\n",
-       "      <td>276</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>56.79</td>\n",
-       "      <td>3</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>134</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>65.59</td>\n",
-       "      <td>15</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>136.224</td>\n",
-       "      <td>11</td>\n",
-       "      <td>118.0</td>\n",
-       "      <td>141</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>159.91</td>\n",
-       "      <td>22</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>83.41</td>\n",
-       "      <td>14</td>\n",
-       "      <td>200.0</td>\n",
-       "      <td>188</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.67</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>5</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>181</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.34</td>\n",
-       "      <td>111</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3886</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>72.2358</td>\n",
-       "      <td>5</td>\n",
-       "      <td>3400.0</td>\n",
-       "      <td>3160</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.84</td>\n",
-       "      <td>49</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3887</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.94</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1600.0</td>\n",
-       "      <td>1320</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>72.95</td>\n",
-       "      <td>180</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8644</td>\n",
-       "      <td>10</td>\n",
-       "      <td>777.0</td>\n",
-       "      <td>773</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>114.38</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>188.08</td>\n",
-       "      <td>19</td>\n",
-       "      <td>4515.0</td>\n",
-       "      <td>2637</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>230.65</td>\n",
-       "      <td>144</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>5</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>18</td>\n",
-       "      <td>876.0</td>\n",
-       "      <td>819</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.08</td>\n",
-       "      <td>323</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1651.0</td>\n",
-       "      <td>1122</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>79.87</td>\n",
-       "      <td>68</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>7</td>\n",
-       "      <td>234.0</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.9</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>7</td>\n",
-       "      <td>3146.0</td>\n",
-       "      <td>2810</td>\n",
-       "      <td>25</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.73</td>\n",
-       "      <td>770</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>36.16</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1980.0</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>11</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>52.55</td>\n",
-       "      <td>1350</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>6</td>\n",
-       "      <td>560.0</td>\n",
-       "      <td>1070</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.09</td>\n",
-       "      <td>312</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>71.05</td>\n",
-       "      <td>9</td>\n",
-       "      <td>962.0</td>\n",
-       "      <td>566</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>92.57</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>17</td>\n",
-       "      <td>1110.0</td>\n",
-       "      <td>1206</td>\n",
-       "      <td>12</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.19</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9341</td>\n",
-       "      <td>7</td>\n",
-       "      <td>842.0</td>\n",
-       "      <td>737</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.53</td>\n",
-       "      <td>426</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9669</td>\n",
-       "      <td>31</td>\n",
-       "      <td>1761.0</td>\n",
-       "      <td>1326</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.8</td>\n",
-       "      <td>530</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.08</td>\n",
-       "      <td>16</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>17</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.12</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9197</td>\n",
-       "      <td>12</td>\n",
-       "      <td>392.0</td>\n",
-       "      <td>407</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.27</td>\n",
-       "      <td>71</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>74.6</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1282.0</td>\n",
-       "      <td>1166</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.44</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>81.39</td>\n",
-       "      <td>10</td>\n",
-       "      <td>131.0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.98</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7</td>\n",
-       "      <td>2</td>\n",
-       "      <td>249.0</td>\n",
-       "      <td>300</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.31</td>\n",
-       "      <td>152</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>11</td>\n",
-       "      <td>1673.0</td>\n",
-       "      <td>1424</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>74.85</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.945</td>\n",
-       "      <td>13</td>\n",
-       "      <td>471.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.74</td>\n",
-       "      <td>370</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.09</td>\n",
-       "      <td>16</td>\n",
-       "      <td>800.0</td>\n",
-       "      <td>1000</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.3</td>\n",
-       "      <td>600</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>4</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.47</td>\n",
-       "      <td>53</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>1</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>126</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.25</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>63.53</td>\n",
-       "      <td>8</td>\n",
-       "      <td>570.0</td>\n",
-       "      <td>570</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.76</td>\n",
-       "      <td>315</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1875.0</td>\n",
-       "      <td>2075</td>\n",
-       "      <td>21</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.49</td>\n",
-       "      <td>648</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>57.46</td>\n",
-       "      <td>15</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>146</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>71.47</td>\n",
-       "      <td>29</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.88</td>\n",
-       "      <td>5</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7808</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1128.0</td>\n",
-       "      <td>978</td>\n",
-       "      <td>13</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.99</td>\n",
-       "      <td>430</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3455 rows × 14 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                          0     1              83.58     14   \n",
-       "3                          0     1              45.67      8   \n",
-       "6                          0     1  84.46799999999999      1   \n",
-       "8                          0     1              84.78     24   \n",
-       "9                          0     1              59.22      8   \n",
-       "10                         0     0              64.53      1   \n",
-       "11                         0     0              84.87      5   \n",
-       "12                         0     1             181.51      5   \n",
-       "17                         0     0             82.345      2   \n",
-       "19                         0     0              84.96      8   \n",
-       "21                         0     1              84.78      4   \n",
-       "22                         0     1              50.64      5   \n",
-       "24                         0     1             105.47      5   \n",
-       "28                         0     0            84.8439      6   \n",
-       "29                         0     1              59.99      4   \n",
-       "30                         0     0             143.51      2   \n",
-       "31                         0     0              84.72     12   \n",
-       "32                         0     1              59.61      2   \n",
-       "33                         0     1  84.89299999999999     11   \n",
-       "36                         0     0              70.23     20   \n",
-       "37                         0     1             127.15     12   \n",
-       "38                         0     0            84.6869     12   \n",
-       "41                         0     0              58.12      9   \n",
-       "42                         0     0              69.88     11   \n",
-       "43                         0     0              59.58      4   \n",
-       "44                         0     0              59.78     19   \n",
-       "45                         0     0              56.79      3   \n",
-       "47                         0     1            136.224     11   \n",
-       "48                         0     0              83.41     14   \n",
-       "49                         0     0               57.0      5   \n",
-       "...                      ...   ...                ...    ...   \n",
-       "3886                       0     0            72.2358      5   \n",
-       "3887                       0     0              49.94     10   \n",
-       "3888                       0     0            84.8644     10   \n",
-       "3889                       0     0             188.08     19   \n",
-       "3890                       0     0            84.6588      5   \n",
-       "3891                       0     0              84.99     18   \n",
-       "3892                       0     1              59.99      4   \n",
-       "3893                       0     1              84.98      7   \n",
-       "3894                       0     1              59.34      7   \n",
-       "3895                       0     1              36.16      4   \n",
-       "3896                       0     1              59.76      6   \n",
-       "3897                       0     1              71.05      9   \n",
-       "3898                       0     0              59.88     17   \n",
-       "3899                       0     0            84.9341      7   \n",
-       "3901                       0     0            84.9669     31   \n",
-       "3902                       0     0              49.08     16   \n",
-       "3903                       0     0            84.9197     12   \n",
-       "3904                       0     0               74.6     25   \n",
-       "3905                       0     0              81.39     10   \n",
-       "3906                       0     0               84.7      2   \n",
-       "3907                       0     0              59.76     11   \n",
-       "3908                       0     0             84.945     13   \n",
-       "3909                       0     0              57.09     16   \n",
-       "3910                       0     1              59.34      4   \n",
-       "3911                       0     1              59.96      1   \n",
-       "3912                       0     1              63.53      8   \n",
-       "3914                       0     1              84.89     25   \n",
-       "3915                       0     1              57.46     15   \n",
-       "3916                       0     1              84.88      5   \n",
-       "3917                       0     0            84.7808      4   \n",
-       "\n",
-       "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                             375.0                             375   \n",
-       "3                             216.0                             419   \n",
-       "6                             146.0                             219   \n",
-       "8                             318.0                             240   \n",
-       "9                             540.0                            1880   \n",
-       "10                              7.0                             101   \n",
-       "11                             52.0                             118   \n",
-       "12                            240.0                             112   \n",
-       "17                             87.0                             174   \n",
-       "19                             73.0                             113   \n",
-       "21                            132.0                             107   \n",
-       "22                            182.0                             182   \n",
-       "24                            630.0                             450   \n",
-       "28                            176.0                             163   \n",
-       "29                            693.0                             588   \n",
-       "30                            505.0                             505   \n",
-       "31                             62.0                             104   \n",
-       "32                             63.0                             101   \n",
-       "33                            195.0                             165   \n",
-       "36                            122.0                             100   \n",
-       "37                            785.0                             786   \n",
-       "38                            139.0                             153   \n",
-       "41                             55.0                             100   \n",
-       "42                             57.0                             142   \n",
-       "43                            220.0                             140   \n",
-       "44                            355.0                             355   \n",
-       "45                             85.0                             134   \n",
-       "47                            118.0                             141   \n",
-       "48                            200.0                             188   \n",
-       "49                            187.0                             181   \n",
-       "...                             ...                             ...   \n",
-       "3886                         3400.0                            3160   \n",
-       "3887                         1600.0                            1320   \n",
-       "3888                          777.0                             773   \n",
-       "3889                         4515.0                            2637   \n",
-       "3890                          918.0                             712   \n",
-       "3891                          876.0                             819   \n",
-       "3892                         1651.0                            1122   \n",
-       "3893                          234.0                             321   \n",
-       "3894                         3146.0                            2810   \n",
-       "3895                         1980.0                            1980   \n",
-       "3896                          560.0                            1070   \n",
-       "3897                          962.0                             566   \n",
-       "3898                         1110.0                            1206   \n",
-       "3899                          842.0                             737   \n",
-       "3901                         1761.0                            1326   \n",
-       "3902                         2500.0                            2960   \n",
-       "3903                          392.0                             407   \n",
-       "3904                         1282.0                            1166   \n",
-       "3905                          131.0                             160   \n",
-       "3906                          249.0                             300   \n",
-       "3907                         1673.0                            1424   \n",
-       "3908                          471.0                             450   \n",
-       "3909                          800.0                            1000   \n",
-       "3910                          111.0                             107   \n",
-       "3911                          141.0                             126   \n",
-       "3912                          570.0                             570   \n",
-       "3914                         1875.0                            2075   \n",
-       "3915                          130.0                             146   \n",
-       "3916                          802.0                             860   \n",
-       "3917                         1128.0                             978   \n",
-       "\n",
-       "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                     4    district  cogeneration   \n",
-       "3                                     1  individual           gas   \n",
-       "6                                     4  individual           gas   \n",
-       "8                                     2    district  cogeneration   \n",
-       "9                                    15     central           gas   \n",
-       "10                                    4  individual           gas   \n",
-       "11                                    1  individual           gas   \n",
-       "12                                    4  individual           gas   \n",
-       "17                                    3  individual           gas   \n",
-       "19                                    1  individual           gas   \n",
-       "21                                    1  individual           gas   \n",
-       "22                                    1    district  cogeneration   \n",
-       "24                                    7     central           gas   \n",
-       "28                                    3  individual           gas   \n",
-       "29                                    9  individual           gas   \n",
-       "30                                    4  individual           gas   \n",
-       "31                                    1  individual           gas   \n",
-       "32                                    2  individual           gas   \n",
-       "33                                    3  individual           gas   \n",
-       "36                                    1  individual           gas   \n",
-       "37                                   11    district  cogeneration   \n",
-       "38                                    4  individual           gas   \n",
-       "41                                    1  individual           gas   \n",
-       "42                                    1  individual           gas   \n",
-       "43                                    3  individual           gas   \n",
-       "44                                    2  individual           gas   \n",
-       "45                                    4  individual           gas   \n",
-       "47                                    2  individual           gas   \n",
-       "48                                    3  individual           gas   \n",
-       "49                                    1  individual           gas   \n",
-       "...                                 ...         ...           ...   \n",
-       "3886                                 30  individual           gas   \n",
-       "3887                                 10  individual           gas   \n",
-       "3888                                  9  individual           gas   \n",
-       "3889                                 30  individual           gas   \n",
-       "3890                                 15  individual           gas   \n",
-       "3891                                  8  individual           gas   \n",
-       "3892                                 22  individual           gas   \n",
-       "3893                                  3  individual           gas   \n",
-       "3894                                 25  individual           gas   \n",
-       "3895                                 11     central           gas   \n",
-       "3896                                 12    district  cogeneration   \n",
-       "3897                                  8     central           gas   \n",
-       "3898                                 12  individual           gas   \n",
-       "3899                                 11    district  cogeneration   \n",
-       "3901                                  9  individual           gas   \n",
-       "3902                                 17  individual           gas   \n",
-       "3903                                  5  individual           gas   \n",
-       "3904                                 10  individual           gas   \n",
-       "3905                                  2  individual           gas   \n",
-       "3906                                  1  individual           gas   \n",
-       "3907                                 18  individual           gas   \n",
-       "3908                                  3  individual           gas   \n",
-       "3909                                  9  individual           gas   \n",
-       "3910                                  1  individual           gas   \n",
-       "3911                                  1  individual           gas   \n",
-       "3912                                  5  individual           gas   \n",
-       "3914                                 21  individual           gas   \n",
-       "3915                                  1  individual           gas   \n",
-       "3916                                  8  individual           gas   \n",
-       "3917                                 13    district  cogeneration   \n",
-       "\n",
-       "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                corridor      107.19                                   2   \n",
-       "3                stairway       87.11                                   1   \n",
-       "6                stairway       116.4                                  74   \n",
-       "8                stairway       118.6                                  58   \n",
-       "9                corridor       85.12                                 106   \n",
-       "10               stairway       82.65                                  40   \n",
-       "11               stairway      105.38                                  76   \n",
-       "12               stairway      205.27                                  48   \n",
-       "17               stairway        98.3                                  66   \n",
-       "19               stairway      106.01                                  65   \n",
-       "21               stairway      107.46                                  92   \n",
-       "22               corridor        55.0                                 144   \n",
-       "24               corridor      114.52                                 180   \n",
-       "28               stairway      110.72                                  43   \n",
-       "29               stairway       83.61                                  35   \n",
-       "30               stairway      166.14                                  90   \n",
-       "31               stairway      102.24                                  67   \n",
-       "32               stairway       78.55                                  13   \n",
-       "33               stairway      105.96                                  90   \n",
-       "36               stairway       87.07                                   2   \n",
-       "37               stairway      139.53                                 192   \n",
-       "38               stairway      110.27                                  98   \n",
-       "41               stairway       78.88                                   9   \n",
-       "42               stairway       82.82                                  30   \n",
-       "43               corridor       68.68                                  15   \n",
-       "44               stairway       78.12                                 276   \n",
-       "45                  mixed       65.59                                  15   \n",
-       "47               stairway      159.91                                  22   \n",
-       "48               stairway      103.67                                  90   \n",
-       "49               corridor       78.34                                 111   \n",
-       "...                   ...         ...                                 ...   \n",
-       "3886             stairway       95.84                                  49   \n",
-       "3887             corridor       72.95                                 180   \n",
-       "3888             stairway      114.38                                  65   \n",
-       "3889             stairway      230.65                                 144   \n",
-       "3890             stairway      111.48                                  46   \n",
-       "3891             stairway      108.08                                 323   \n",
-       "3892             stairway       79.87                                  68   \n",
-       "3893             stairway       102.9                                 321   \n",
-       "3894             corridor       76.73                                 770   \n",
-       "3895             corridor       52.55                                1350   \n",
-       "3896             corridor       81.09                                 312   \n",
-       "3897             corridor       92.57                                 164   \n",
-       "3898             stairway       78.19                                 340   \n",
-       "3899             stairway      113.53                                 426   \n",
-       "3901             stairway       110.8                                 530   \n",
-       "3902             corridor       68.12                                2960   \n",
-       "3903             stairway      118.27                                  71   \n",
-       "3904             stairway       95.44                                 340   \n",
-       "3905             stairway       98.98                                   9   \n",
-       "3906             stairway      104.31                                 152   \n",
-       "3907             stairway       74.85                                 284   \n",
-       "3908             stairway      103.74                                 370   \n",
-       "3909             corridor        78.3                                 600   \n",
-       "3910             corridor       88.47                                  53   \n",
-       "3911             corridor       85.25                                  60   \n",
-       "3912             corridor       85.76                                 315   \n",
-       "3914             stairway      102.49                                 648   \n",
-       "3915             stairway       71.47                                  29   \n",
-       "3916             stairway      108.75                                   0   \n",
-       "3917             stairway      105.99                                 430   \n",
-       "\n",
-       "     room_count bathroom_count  \n",
-       "0           3.0            1.0  \n",
-       "3           3.0            2.0  \n",
-       "6           3.0            2.0  \n",
-       "8           2.0            2.0  \n",
-       "9           3.0            1.0  \n",
-       "10          3.0            1.0  \n",
-       "11          3.0            2.0  \n",
-       "12          4.0            2.0  \n",
-       "17          3.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "21          3.0            2.0  \n",
-       "22          2.0            1.0  \n",
-       "24          3.0            1.0  \n",
-       "28          3.0            2.0  \n",
-       "29          3.0            1.0  \n",
-       "30          4.0            2.0  \n",
-       "31          3.0            2.0  \n",
-       "32          1.0            1.0  \n",
-       "33          3.0            2.0  \n",
-       "36          3.0            2.0  \n",
-       "37          4.0            2.0  \n",
-       "38          3.0            2.0  \n",
-       "41          3.0            1.0  \n",
-       "42          2.0            1.0  \n",
-       "43          3.0            1.0  \n",
-       "44          2.0            1.0  \n",
-       "45          2.0            1.0  \n",
-       "47          4.0            2.0  \n",
-       "48          3.0            1.0  \n",
-       "49          3.0            2.0  \n",
-       "...         ...            ...  \n",
-       "3886        3.0            2.0  \n",
-       "3887        2.0            1.0  \n",
-       "3888        3.0            2.0  \n",
-       "3889        5.0            2.0  \n",
-       "3890        3.0            2.0  \n",
-       "3891        3.0            2.0  \n",
-       "3892        3.0            2.0  \n",
-       "3893        3.0            2.0  \n",
-       "3894        3.0            1.0  \n",
-       "3895        1.0            1.0  \n",
-       "3896        3.0            1.0  \n",
-       "3897        3.0            1.0  \n",
-       "3898        2.0            1.0  \n",
-       "3899        3.0            2.0  \n",
-       "3901        3.0            2.0  \n",
-       "3902        3.0            1.0  \n",
-       "3903        3.0            2.0  \n",
-       "3904        3.0            1.0  \n",
-       "3905        3.0            1.0  \n",
-       "3906        3.0            2.0  \n",
-       "3907        3.0            1.0  \n",
-       "3908        3.0            2.0  \n",
-       "3909        3.0            1.0  \n",
-       "3910        3.0            1.0  \n",
-       "3911        2.0            1.0  \n",
-       "3912        2.0            1.0  \n",
-       "3914        3.0            2.0  \n",
-       "3915        3.0            1.0  \n",
-       "3916        3.0            2.0  \n",
-       "3917        3.0            2.0  \n",
-       "\n",
-       "[3455 rows x 14 columns]"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test = df_test.dropna(axis=0, how='any')\n",
-    "df_test"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>count</th>\n",
-       "      <td>3455.0</td>\n",
-       "      <td>3455.00000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>mean</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.69754</td>\n",
-       "      <td>9.409841</td>\n",
-       "      <td>530.405499</td>\n",
-       "      <td>6.222576</td>\n",
-       "      <td>161.638205</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>std</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.45939</td>\n",
-       "      <td>6.656944</td>\n",
-       "      <td>590.225969</td>\n",
-       "      <td>7.394184</td>\n",
-       "      <td>187.134431</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>min</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>-1.000000</td>\n",
-       "      <td>99.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>192.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>51.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>335.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>104.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
-       "      <td>13.000000</td>\n",
-       "      <td>633.000000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>201.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>max</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
-       "      <td>57.000000</td>\n",
-       "      <td>6864.000000</td>\n",
-       "      <td>124.000000</td>\n",
-       "      <td>2960.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "       transaction_real_price        city        floor  \\\n",
-       "count                  3455.0  3455.00000  3455.000000   \n",
-       "mean                      0.0     0.69754     9.409841   \n",
-       "std                       0.0     0.45939     6.656944   \n",
-       "min                       0.0     0.00000    -1.000000   \n",
-       "25%                       0.0     0.00000     4.000000   \n",
-       "50%                       0.0     1.00000     8.000000   \n",
-       "75%                       0.0     1.00000    13.000000   \n",
-       "max                       0.0     1.00000    57.000000   \n",
-       "\n",
-       "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                     3455.000000                        3455.000000   \n",
-       "mean                       530.405499                           6.222576   \n",
-       "std                        590.225969                           7.394184   \n",
-       "min                         99.000000                           1.000000   \n",
-       "25%                        192.000000                           2.000000   \n",
-       "50%                        335.000000                           4.000000   \n",
-       "75%                        633.000000                           8.000000   \n",
-       "max                       6864.000000                         124.000000   \n",
-       "\n",
-       "       total_household_count_of_area_type  \n",
-       "count                         3455.000000  \n",
-       "mean                           161.638205  \n",
-       "std                            187.134431  \n",
-       "min                              0.000000  \n",
-       "25%                             51.000000  \n",
-       "50%                            104.000000  \n",
-       "75%                            201.000000  \n",
-       "max                           2960.000000  "
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "0"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# Checking for null values\n",
-    "df_test.isnull().sum().sum()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>heat_type</th>\n",
-       "      <th>heat_fuel</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>64.53</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.65</td>\n",
-       "      <td>40</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>52.0</td>\n",
-       "      <td>118</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.38</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>181.51</td>\n",
-       "      <td>5</td>\n",
-       "      <td>240.0</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>205.27</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>82.345</td>\n",
-       "      <td>2</td>\n",
-       "      <td>87.0</td>\n",
-       "      <td>174</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.3</td>\n",
-       "      <td>66</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>8</td>\n",
-       "      <td>73.0</td>\n",
-       "      <td>113</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.01</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>4</td>\n",
-       "      <td>132.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>107.46</td>\n",
-       "      <td>92</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>50.64</td>\n",
-       "      <td>5</td>\n",
-       "      <td>182.0</td>\n",
-       "      <td>182</td>\n",
-       "      <td>1</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>105.47</td>\n",
-       "      <td>5</td>\n",
-       "      <td>630.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>7</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>114.52</td>\n",
-       "      <td>180</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8439</td>\n",
-       "      <td>6</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>163</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.72</td>\n",
-       "      <td>43</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>693.0</td>\n",
-       "      <td>588</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>83.61</td>\n",
-       "      <td>35</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>143.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>505.0</td>\n",
-       "      <td>505</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>166.14</td>\n",
-       "      <td>90</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.72</td>\n",
-       "      <td>12</td>\n",
-       "      <td>62.0</td>\n",
-       "      <td>104</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.61</td>\n",
-       "      <td>2</td>\n",
-       "      <td>63.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.55</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89299999999999</td>\n",
-       "      <td>11</td>\n",
-       "      <td>195.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.96</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>70.23</td>\n",
-       "      <td>20</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.07</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>127.15</td>\n",
-       "      <td>12</td>\n",
-       "      <td>785.0</td>\n",
-       "      <td>786</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>139.53</td>\n",
-       "      <td>192</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6869</td>\n",
-       "      <td>12</td>\n",
-       "      <td>139.0</td>\n",
-       "      <td>153</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.27</td>\n",
-       "      <td>98</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>58.12</td>\n",
-       "      <td>9</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.88</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>69.88</td>\n",
-       "      <td>11</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>142</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.82</td>\n",
-       "      <td>30</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.58</td>\n",
-       "      <td>4</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.68</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.78</td>\n",
-       "      <td>19</td>\n",
-       "      <td>355.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.12</td>\n",
-       "      <td>276</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>56.79</td>\n",
-       "      <td>3</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>134</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>65.59</td>\n",
-       "      <td>15</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>136.224</td>\n",
-       "      <td>11</td>\n",
-       "      <td>118.0</td>\n",
-       "      <td>141</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>159.91</td>\n",
-       "      <td>22</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>83.41</td>\n",
-       "      <td>14</td>\n",
-       "      <td>200.0</td>\n",
-       "      <td>188</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.67</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>5</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>181</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.34</td>\n",
-       "      <td>111</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3886</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>72.2358</td>\n",
-       "      <td>5</td>\n",
-       "      <td>3400.0</td>\n",
-       "      <td>3160</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.84</td>\n",
-       "      <td>49</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3887</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.94</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1600.0</td>\n",
-       "      <td>1320</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>72.95</td>\n",
-       "      <td>180</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8644</td>\n",
-       "      <td>10</td>\n",
-       "      <td>777.0</td>\n",
-       "      <td>773</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>114.38</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>188.08</td>\n",
-       "      <td>19</td>\n",
-       "      <td>4515.0</td>\n",
-       "      <td>2637</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>230.65</td>\n",
-       "      <td>144</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>5</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>18</td>\n",
-       "      <td>876.0</td>\n",
-       "      <td>819</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.08</td>\n",
-       "      <td>323</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1651.0</td>\n",
-       "      <td>1122</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>79.87</td>\n",
-       "      <td>68</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>7</td>\n",
-       "      <td>234.0</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.9</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>7</td>\n",
-       "      <td>3146.0</td>\n",
-       "      <td>2810</td>\n",
-       "      <td>25</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.73</td>\n",
-       "      <td>770</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>36.16</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1980.0</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>11</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>52.55</td>\n",
-       "      <td>1350</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>6</td>\n",
-       "      <td>560.0</td>\n",
-       "      <td>1070</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.09</td>\n",
-       "      <td>312</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>71.05</td>\n",
-       "      <td>9</td>\n",
-       "      <td>962.0</td>\n",
-       "      <td>566</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>92.57</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>17</td>\n",
-       "      <td>1110.0</td>\n",
-       "      <td>1206</td>\n",
-       "      <td>12</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.19</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9341</td>\n",
-       "      <td>7</td>\n",
-       "      <td>842.0</td>\n",
-       "      <td>737</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.53</td>\n",
-       "      <td>426</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9669</td>\n",
-       "      <td>31</td>\n",
-       "      <td>1761.0</td>\n",
-       "      <td>1326</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.8</td>\n",
-       "      <td>530</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.08</td>\n",
-       "      <td>16</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>17</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.12</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9197</td>\n",
-       "      <td>12</td>\n",
-       "      <td>392.0</td>\n",
-       "      <td>407</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.27</td>\n",
-       "      <td>71</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>74.6</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1282.0</td>\n",
-       "      <td>1166</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.44</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>81.39</td>\n",
-       "      <td>10</td>\n",
-       "      <td>131.0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.98</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7</td>\n",
-       "      <td>2</td>\n",
-       "      <td>249.0</td>\n",
-       "      <td>300</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.31</td>\n",
-       "      <td>152</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>11</td>\n",
-       "      <td>1673.0</td>\n",
-       "      <td>1424</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>74.85</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.945</td>\n",
-       "      <td>13</td>\n",
-       "      <td>471.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.74</td>\n",
-       "      <td>370</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.09</td>\n",
-       "      <td>16</td>\n",
-       "      <td>800.0</td>\n",
-       "      <td>1000</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.3</td>\n",
-       "      <td>600</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>4</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.47</td>\n",
-       "      <td>53</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>1</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>126</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.25</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>63.53</td>\n",
-       "      <td>8</td>\n",
-       "      <td>570.0</td>\n",
-       "      <td>570</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.76</td>\n",
-       "      <td>315</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1875.0</td>\n",
-       "      <td>2075</td>\n",
-       "      <td>21</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.49</td>\n",
-       "      <td>648</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>57.46</td>\n",
-       "      <td>15</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>146</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>71.47</td>\n",
-       "      <td>29</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.88</td>\n",
-       "      <td>5</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>gas</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7808</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1128.0</td>\n",
-       "      <td>978</td>\n",
-       "      <td>13</td>\n",
-       "      <td>district</td>\n",
-       "      <td>cogeneration</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.99</td>\n",
-       "      <td>430</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3455 rows × 14 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                          0     1              83.58     14   \n",
-       "3                          0     1              45.67      8   \n",
-       "6                          0     1  84.46799999999999      1   \n",
-       "8                          0     1              84.78     24   \n",
-       "9                          0     1              59.22      8   \n",
-       "10                         0     0              64.53      1   \n",
-       "11                         0     0              84.87      5   \n",
-       "12                         0     1             181.51      5   \n",
-       "17                         0     0             82.345      2   \n",
-       "19                         0     0              84.96      8   \n",
-       "21                         0     1              84.78      4   \n",
-       "22                         0     1              50.64      5   \n",
-       "24                         0     1             105.47      5   \n",
-       "28                         0     0            84.8439      6   \n",
-       "29                         0     1              59.99      4   \n",
-       "30                         0     0             143.51      2   \n",
-       "31                         0     0              84.72     12   \n",
-       "32                         0     1              59.61      2   \n",
-       "33                         0     1  84.89299999999999     11   \n",
-       "36                         0     0              70.23     20   \n",
-       "37                         0     1             127.15     12   \n",
-       "38                         0     0            84.6869     12   \n",
-       "41                         0     0              58.12      9   \n",
-       "42                         0     0              69.88     11   \n",
-       "43                         0     0              59.58      4   \n",
-       "44                         0     0              59.78     19   \n",
-       "45                         0     0              56.79      3   \n",
-       "47                         0     1            136.224     11   \n",
-       "48                         0     0              83.41     14   \n",
-       "49                         0     0               57.0      5   \n",
-       "...                      ...   ...                ...    ...   \n",
-       "3886                       0     0            72.2358      5   \n",
-       "3887                       0     0              49.94     10   \n",
-       "3888                       0     0            84.8644     10   \n",
-       "3889                       0     0             188.08     19   \n",
-       "3890                       0     0            84.6588      5   \n",
-       "3891                       0     0              84.99     18   \n",
-       "3892                       0     1              59.99      4   \n",
-       "3893                       0     1              84.98      7   \n",
-       "3894                       0     1              59.34      7   \n",
-       "3895                       0     1              36.16      4   \n",
-       "3896                       0     1              59.76      6   \n",
-       "3897                       0     1              71.05      9   \n",
-       "3898                       0     0              59.88     17   \n",
-       "3899                       0     0            84.9341      7   \n",
-       "3901                       0     0            84.9669     31   \n",
-       "3902                       0     0              49.08     16   \n",
-       "3903                       0     0            84.9197     12   \n",
-       "3904                       0     0               74.6     25   \n",
-       "3905                       0     0              81.39     10   \n",
-       "3906                       0     0               84.7      2   \n",
-       "3907                       0     0              59.76     11   \n",
-       "3908                       0     0             84.945     13   \n",
-       "3909                       0     0              57.09     16   \n",
-       "3910                       0     1              59.34      4   \n",
-       "3911                       0     1              59.96      1   \n",
-       "3912                       0     1              63.53      8   \n",
-       "3914                       0     1              84.89     25   \n",
-       "3915                       0     1              57.46     15   \n",
-       "3916                       0     1              84.88      5   \n",
-       "3917                       0     0            84.7808      4   \n",
-       "\n",
-       "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                             375.0                             375   \n",
-       "3                             216.0                             419   \n",
-       "6                             146.0                             219   \n",
-       "8                             318.0                             240   \n",
-       "9                             540.0                            1880   \n",
-       "10                              7.0                             101   \n",
-       "11                             52.0                             118   \n",
-       "12                            240.0                             112   \n",
-       "17                             87.0                             174   \n",
-       "19                             73.0                             113   \n",
-       "21                            132.0                             107   \n",
-       "22                            182.0                             182   \n",
-       "24                            630.0                             450   \n",
-       "28                            176.0                             163   \n",
-       "29                            693.0                             588   \n",
-       "30                            505.0                             505   \n",
-       "31                             62.0                             104   \n",
-       "32                             63.0                             101   \n",
-       "33                            195.0                             165   \n",
-       "36                            122.0                             100   \n",
-       "37                            785.0                             786   \n",
-       "38                            139.0                             153   \n",
-       "41                             55.0                             100   \n",
-       "42                             57.0                             142   \n",
-       "43                            220.0                             140   \n",
-       "44                            355.0                             355   \n",
-       "45                             85.0                             134   \n",
-       "47                            118.0                             141   \n",
-       "48                            200.0                             188   \n",
-       "49                            187.0                             181   \n",
-       "...                             ...                             ...   \n",
-       "3886                         3400.0                            3160   \n",
-       "3887                         1600.0                            1320   \n",
-       "3888                          777.0                             773   \n",
-       "3889                         4515.0                            2637   \n",
-       "3890                          918.0                             712   \n",
-       "3891                          876.0                             819   \n",
-       "3892                         1651.0                            1122   \n",
-       "3893                          234.0                             321   \n",
-       "3894                         3146.0                            2810   \n",
-       "3895                         1980.0                            1980   \n",
-       "3896                          560.0                            1070   \n",
-       "3897                          962.0                             566   \n",
-       "3898                         1110.0                            1206   \n",
-       "3899                          842.0                             737   \n",
-       "3901                         1761.0                            1326   \n",
-       "3902                         2500.0                            2960   \n",
-       "3903                          392.0                             407   \n",
-       "3904                         1282.0                            1166   \n",
-       "3905                          131.0                             160   \n",
-       "3906                          249.0                             300   \n",
-       "3907                         1673.0                            1424   \n",
-       "3908                          471.0                             450   \n",
-       "3909                          800.0                            1000   \n",
-       "3910                          111.0                             107   \n",
-       "3911                          141.0                             126   \n",
-       "3912                          570.0                             570   \n",
-       "3914                         1875.0                            2075   \n",
-       "3915                          130.0                             146   \n",
-       "3916                          802.0                             860   \n",
-       "3917                         1128.0                             978   \n",
-       "\n",
-       "      apartment_building_count_in_sites   heat_type     heat_fuel  \\\n",
-       "0                                     4    district  cogeneration   \n",
-       "3                                     1  individual           gas   \n",
-       "6                                     4  individual           gas   \n",
-       "8                                     2    district  cogeneration   \n",
-       "9                                    15     central           gas   \n",
-       "10                                    4  individual           gas   \n",
-       "11                                    1  individual           gas   \n",
-       "12                                    4  individual           gas   \n",
-       "17                                    3  individual           gas   \n",
-       "19                                    1  individual           gas   \n",
-       "21                                    1  individual           gas   \n",
-       "22                                    1    district  cogeneration   \n",
-       "24                                    7     central           gas   \n",
-       "28                                    3  individual           gas   \n",
-       "29                                    9  individual           gas   \n",
-       "30                                    4  individual           gas   \n",
-       "31                                    1  individual           gas   \n",
-       "32                                    2  individual           gas   \n",
-       "33                                    3  individual           gas   \n",
-       "36                                    1  individual           gas   \n",
-       "37                                   11    district  cogeneration   \n",
-       "38                                    4  individual           gas   \n",
-       "41                                    1  individual           gas   \n",
-       "42                                    1  individual           gas   \n",
-       "43                                    3  individual           gas   \n",
-       "44                                    2  individual           gas   \n",
-       "45                                    4  individual           gas   \n",
-       "47                                    2  individual           gas   \n",
-       "48                                    3  individual           gas   \n",
-       "49                                    1  individual           gas   \n",
-       "...                                 ...         ...           ...   \n",
-       "3886                                 30  individual           gas   \n",
-       "3887                                 10  individual           gas   \n",
-       "3888                                  9  individual           gas   \n",
-       "3889                                 30  individual           gas   \n",
-       "3890                                 15  individual           gas   \n",
-       "3891                                  8  individual           gas   \n",
-       "3892                                 22  individual           gas   \n",
-       "3893                                  3  individual           gas   \n",
-       "3894                                 25  individual           gas   \n",
-       "3895                                 11     central           gas   \n",
-       "3896                                 12    district  cogeneration   \n",
-       "3897                                  8     central           gas   \n",
-       "3898                                 12  individual           gas   \n",
-       "3899                                 11    district  cogeneration   \n",
-       "3901                                  9  individual           gas   \n",
-       "3902                                 17  individual           gas   \n",
-       "3903                                  5  individual           gas   \n",
-       "3904                                 10  individual           gas   \n",
-       "3905                                  2  individual           gas   \n",
-       "3906                                  1  individual           gas   \n",
-       "3907                                 18  individual           gas   \n",
-       "3908                                  3  individual           gas   \n",
-       "3909                                  9  individual           gas   \n",
-       "3910                                  1  individual           gas   \n",
-       "3911                                  1  individual           gas   \n",
-       "3912                                  5  individual           gas   \n",
-       "3914                                 21  individual           gas   \n",
-       "3915                                  1  individual           gas   \n",
-       "3916                                  8  individual           gas   \n",
-       "3917                                 13    district  cogeneration   \n",
-       "\n",
-       "     front_door_structure supply_area  total_household_count_of_area_type  \\\n",
-       "0                corridor      107.19                                   2   \n",
-       "3                stairway       87.11                                   1   \n",
-       "6                stairway       116.4                                  74   \n",
-       "8                stairway       118.6                                  58   \n",
-       "9                corridor       85.12                                 106   \n",
-       "10               stairway       82.65                                  40   \n",
-       "11               stairway      105.38                                  76   \n",
-       "12               stairway      205.27                                  48   \n",
-       "17               stairway        98.3                                  66   \n",
-       "19               stairway      106.01                                  65   \n",
-       "21               stairway      107.46                                  92   \n",
-       "22               corridor        55.0                                 144   \n",
-       "24               corridor      114.52                                 180   \n",
-       "28               stairway      110.72                                  43   \n",
-       "29               stairway       83.61                                  35   \n",
-       "30               stairway      166.14                                  90   \n",
-       "31               stairway      102.24                                  67   \n",
-       "32               stairway       78.55                                  13   \n",
-       "33               stairway      105.96                                  90   \n",
-       "36               stairway       87.07                                   2   \n",
-       "37               stairway      139.53                                 192   \n",
-       "38               stairway      110.27                                  98   \n",
-       "41               stairway       78.88                                   9   \n",
-       "42               stairway       82.82                                  30   \n",
-       "43               corridor       68.68                                  15   \n",
-       "44               stairway       78.12                                 276   \n",
-       "45                  mixed       65.59                                  15   \n",
-       "47               stairway      159.91                                  22   \n",
-       "48               stairway      103.67                                  90   \n",
-       "49               corridor       78.34                                 111   \n",
-       "...                   ...         ...                                 ...   \n",
-       "3886             stairway       95.84                                  49   \n",
-       "3887             corridor       72.95                                 180   \n",
-       "3888             stairway      114.38                                  65   \n",
-       "3889             stairway      230.65                                 144   \n",
-       "3890             stairway      111.48                                  46   \n",
-       "3891             stairway      108.08                                 323   \n",
-       "3892             stairway       79.87                                  68   \n",
-       "3893             stairway       102.9                                 321   \n",
-       "3894             corridor       76.73                                 770   \n",
-       "3895             corridor       52.55                                1350   \n",
-       "3896             corridor       81.09                                 312   \n",
-       "3897             corridor       92.57                                 164   \n",
-       "3898             stairway       78.19                                 340   \n",
-       "3899             stairway      113.53                                 426   \n",
-       "3901             stairway       110.8                                 530   \n",
-       "3902             corridor       68.12                                2960   \n",
-       "3903             stairway      118.27                                  71   \n",
-       "3904             stairway       95.44                                 340   \n",
-       "3905             stairway       98.98                                   9   \n",
-       "3906             stairway      104.31                                 152   \n",
-       "3907             stairway       74.85                                 284   \n",
-       "3908             stairway      103.74                                 370   \n",
-       "3909             corridor        78.3                                 600   \n",
-       "3910             corridor       88.47                                  53   \n",
-       "3911             corridor       85.25                                  60   \n",
-       "3912             corridor       85.76                                 315   \n",
-       "3914             stairway      102.49                                 648   \n",
-       "3915             stairway       71.47                                  29   \n",
-       "3916             stairway      108.75                                   0   \n",
-       "3917             stairway      105.99                                 430   \n",
-       "\n",
-       "     room_count bathroom_count  \n",
-       "0           3.0            1.0  \n",
-       "3           3.0            2.0  \n",
-       "6           3.0            2.0  \n",
-       "8           2.0            2.0  \n",
-       "9           3.0            1.0  \n",
-       "10          3.0            1.0  \n",
-       "11          3.0            2.0  \n",
-       "12          4.0            2.0  \n",
-       "17          3.0            1.0  \n",
-       "19          3.0            2.0  \n",
-       "21          3.0            2.0  \n",
-       "22          2.0            1.0  \n",
-       "24          3.0            1.0  \n",
-       "28          3.0            2.0  \n",
-       "29          3.0            1.0  \n",
-       "30          4.0            2.0  \n",
-       "31          3.0            2.0  \n",
-       "32          1.0            1.0  \n",
-       "33          3.0            2.0  \n",
-       "36          3.0            2.0  \n",
-       "37          4.0            2.0  \n",
-       "38          3.0            2.0  \n",
-       "41          3.0            1.0  \n",
-       "42          2.0            1.0  \n",
-       "43          3.0            1.0  \n",
-       "44          2.0            1.0  \n",
-       "45          2.0            1.0  \n",
-       "47          4.0            2.0  \n",
-       "48          3.0            1.0  \n",
-       "49          3.0            2.0  \n",
-       "...         ...            ...  \n",
-       "3886        3.0            2.0  \n",
-       "3887        2.0            1.0  \n",
-       "3888        3.0            2.0  \n",
-       "3889        5.0            2.0  \n",
-       "3890        3.0            2.0  \n",
-       "3891        3.0            2.0  \n",
-       "3892        3.0            2.0  \n",
-       "3893        3.0            2.0  \n",
-       "3894        3.0            1.0  \n",
-       "3895        1.0            1.0  \n",
-       "3896        3.0            1.0  \n",
-       "3897        3.0            1.0  \n",
-       "3898        2.0            1.0  \n",
-       "3899        3.0            2.0  \n",
-       "3901        3.0            2.0  \n",
-       "3902        3.0            1.0  \n",
-       "3903        3.0            2.0  \n",
-       "3904        3.0            1.0  \n",
-       "3905        3.0            1.0  \n",
-       "3906        3.0            2.0  \n",
-       "3907        3.0            1.0  \n",
-       "3908        3.0            2.0  \n",
-       "3909        3.0            1.0  \n",
-       "3910        3.0            1.0  \n",
-       "3911        2.0            1.0  \n",
-       "3912        2.0            1.0  \n",
-       "3914        3.0            2.0  \n",
-       "3915        3.0            1.0  \n",
-       "3916        3.0            2.0  \n",
-       "3917        3.0            2.0  \n",
-       "\n",
-       "[3455 rows x 14 columns]"
-      ]
-     },
-     "execution_count": 31,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>heat_type</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>district</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>district</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>64.53</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.65</td>\n",
-       "      <td>40</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.87</td>\n",
-       "      <td>5</td>\n",
-       "      <td>52.0</td>\n",
-       "      <td>118</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.38</td>\n",
-       "      <td>76</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>181.51</td>\n",
-       "      <td>5</td>\n",
-       "      <td>240.0</td>\n",
-       "      <td>112</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>205.27</td>\n",
-       "      <td>48</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>82.345</td>\n",
-       "      <td>2</td>\n",
-       "      <td>87.0</td>\n",
-       "      <td>174</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.3</td>\n",
-       "      <td>66</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.96</td>\n",
-       "      <td>8</td>\n",
-       "      <td>73.0</td>\n",
-       "      <td>113</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>106.01</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>4</td>\n",
-       "      <td>132.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>107.46</td>\n",
-       "      <td>92</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>50.64</td>\n",
-       "      <td>5</td>\n",
-       "      <td>182.0</td>\n",
-       "      <td>182</td>\n",
-       "      <td>1</td>\n",
-       "      <td>district</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>144</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>105.47</td>\n",
-       "      <td>5</td>\n",
-       "      <td>630.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>7</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>114.52</td>\n",
-       "      <td>180</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8439</td>\n",
-       "      <td>6</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>163</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.72</td>\n",
-       "      <td>43</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>693.0</td>\n",
-       "      <td>588</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>83.61</td>\n",
-       "      <td>35</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>143.51</td>\n",
-       "      <td>2</td>\n",
-       "      <td>505.0</td>\n",
-       "      <td>505</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>166.14</td>\n",
-       "      <td>90</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.72</td>\n",
-       "      <td>12</td>\n",
-       "      <td>62.0</td>\n",
-       "      <td>104</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.24</td>\n",
-       "      <td>67</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.61</td>\n",
-       "      <td>2</td>\n",
-       "      <td>63.0</td>\n",
-       "      <td>101</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.55</td>\n",
-       "      <td>13</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89299999999999</td>\n",
-       "      <td>11</td>\n",
-       "      <td>195.0</td>\n",
-       "      <td>165</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.96</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>70.23</td>\n",
-       "      <td>20</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.07</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>127.15</td>\n",
-       "      <td>12</td>\n",
-       "      <td>785.0</td>\n",
-       "      <td>786</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>139.53</td>\n",
-       "      <td>192</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6869</td>\n",
-       "      <td>12</td>\n",
-       "      <td>139.0</td>\n",
-       "      <td>153</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.27</td>\n",
-       "      <td>98</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>58.12</td>\n",
-       "      <td>9</td>\n",
-       "      <td>55.0</td>\n",
-       "      <td>100</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.88</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>69.88</td>\n",
-       "      <td>11</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>142</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>82.82</td>\n",
-       "      <td>30</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.58</td>\n",
-       "      <td>4</td>\n",
-       "      <td>220.0</td>\n",
-       "      <td>140</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.68</td>\n",
-       "      <td>15</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.78</td>\n",
-       "      <td>19</td>\n",
-       "      <td>355.0</td>\n",
-       "      <td>355</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.12</td>\n",
-       "      <td>276</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>56.79</td>\n",
-       "      <td>3</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>134</td>\n",
-       "      <td>4</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>mixed</td>\n",
-       "      <td>65.59</td>\n",
-       "      <td>15</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>136.224</td>\n",
-       "      <td>11</td>\n",
-       "      <td>118.0</td>\n",
-       "      <td>141</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>159.91</td>\n",
-       "      <td>22</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>83.41</td>\n",
-       "      <td>14</td>\n",
-       "      <td>200.0</td>\n",
-       "      <td>188</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.67</td>\n",
-       "      <td>90</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.0</td>\n",
-       "      <td>5</td>\n",
-       "      <td>187.0</td>\n",
-       "      <td>181</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.34</td>\n",
-       "      <td>111</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3886</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>72.2358</td>\n",
-       "      <td>5</td>\n",
-       "      <td>3400.0</td>\n",
-       "      <td>3160</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.84</td>\n",
-       "      <td>49</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3887</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.94</td>\n",
-       "      <td>10</td>\n",
-       "      <td>1600.0</td>\n",
-       "      <td>1320</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>72.95</td>\n",
-       "      <td>180</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.8644</td>\n",
-       "      <td>10</td>\n",
-       "      <td>777.0</td>\n",
-       "      <td>773</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>114.38</td>\n",
-       "      <td>65</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>188.08</td>\n",
-       "      <td>19</td>\n",
-       "      <td>4515.0</td>\n",
-       "      <td>2637</td>\n",
-       "      <td>30</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>230.65</td>\n",
-       "      <td>144</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.6588</td>\n",
-       "      <td>5</td>\n",
-       "      <td>918.0</td>\n",
-       "      <td>712</td>\n",
-       "      <td>15</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>111.48</td>\n",
-       "      <td>46</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.99</td>\n",
-       "      <td>18</td>\n",
-       "      <td>876.0</td>\n",
-       "      <td>819</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.08</td>\n",
-       "      <td>323</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.99</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1651.0</td>\n",
-       "      <td>1122</td>\n",
-       "      <td>22</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>79.87</td>\n",
-       "      <td>68</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.98</td>\n",
-       "      <td>7</td>\n",
-       "      <td>234.0</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.9</td>\n",
-       "      <td>321</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>7</td>\n",
-       "      <td>3146.0</td>\n",
-       "      <td>2810</td>\n",
-       "      <td>25</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>76.73</td>\n",
-       "      <td>770</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>36.16</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1980.0</td>\n",
-       "      <td>1980</td>\n",
-       "      <td>11</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>52.55</td>\n",
-       "      <td>1350</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>6</td>\n",
-       "      <td>560.0</td>\n",
-       "      <td>1070</td>\n",
-       "      <td>12</td>\n",
-       "      <td>district</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>81.09</td>\n",
-       "      <td>312</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>71.05</td>\n",
-       "      <td>9</td>\n",
-       "      <td>962.0</td>\n",
-       "      <td>566</td>\n",
-       "      <td>8</td>\n",
-       "      <td>central</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>92.57</td>\n",
-       "      <td>164</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.88</td>\n",
-       "      <td>17</td>\n",
-       "      <td>1110.0</td>\n",
-       "      <td>1206</td>\n",
-       "      <td>12</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>78.19</td>\n",
-       "      <td>340</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9341</td>\n",
-       "      <td>7</td>\n",
-       "      <td>842.0</td>\n",
-       "      <td>737</td>\n",
-       "      <td>11</td>\n",
-       "      <td>district</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>113.53</td>\n",
-       "      <td>426</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9669</td>\n",
-       "      <td>31</td>\n",
-       "      <td>1761.0</td>\n",
-       "      <td>1326</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>110.8</td>\n",
-       "      <td>530</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>49.08</td>\n",
-       "      <td>16</td>\n",
-       "      <td>2500.0</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>17</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>68.12</td>\n",
-       "      <td>2960</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.9197</td>\n",
-       "      <td>12</td>\n",
-       "      <td>392.0</td>\n",
-       "      <td>407</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.27</td>\n",
-       "      <td>71</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>74.6</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1282.0</td>\n",
-       "      <td>1166</td>\n",
-       "      <td>10</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>95.44</td>\n",
-       "      <td>340</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>81.39</td>\n",
-       "      <td>10</td>\n",
-       "      <td>131.0</td>\n",
-       "      <td>160</td>\n",
-       "      <td>2</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>98.98</td>\n",
-       "      <td>9</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7</td>\n",
-       "      <td>2</td>\n",
-       "      <td>249.0</td>\n",
-       "      <td>300</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>104.31</td>\n",
-       "      <td>152</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>59.76</td>\n",
-       "      <td>11</td>\n",
-       "      <td>1673.0</td>\n",
-       "      <td>1424</td>\n",
-       "      <td>18</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>74.85</td>\n",
-       "      <td>284</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.945</td>\n",
-       "      <td>13</td>\n",
-       "      <td>471.0</td>\n",
-       "      <td>450</td>\n",
-       "      <td>3</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>103.74</td>\n",
-       "      <td>370</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>57.09</td>\n",
-       "      <td>16</td>\n",
-       "      <td>800.0</td>\n",
-       "      <td>1000</td>\n",
-       "      <td>9</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>78.3</td>\n",
-       "      <td>600</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.34</td>\n",
-       "      <td>4</td>\n",
-       "      <td>111.0</td>\n",
-       "      <td>107</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>88.47</td>\n",
-       "      <td>53</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.96</td>\n",
-       "      <td>1</td>\n",
-       "      <td>141.0</td>\n",
-       "      <td>126</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.25</td>\n",
-       "      <td>60</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>63.53</td>\n",
-       "      <td>8</td>\n",
-       "      <td>570.0</td>\n",
-       "      <td>570</td>\n",
-       "      <td>5</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.76</td>\n",
-       "      <td>315</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.89</td>\n",
-       "      <td>25</td>\n",
-       "      <td>1875.0</td>\n",
-       "      <td>2075</td>\n",
-       "      <td>21</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>102.49</td>\n",
-       "      <td>648</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>57.46</td>\n",
-       "      <td>15</td>\n",
-       "      <td>130.0</td>\n",
-       "      <td>146</td>\n",
-       "      <td>1</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>71.47</td>\n",
-       "      <td>29</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.88</td>\n",
-       "      <td>5</td>\n",
-       "      <td>802.0</td>\n",
-       "      <td>860</td>\n",
-       "      <td>8</td>\n",
-       "      <td>individual</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>108.75</td>\n",
-       "      <td>0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>84.7808</td>\n",
-       "      <td>4</td>\n",
-       "      <td>1128.0</td>\n",
-       "      <td>978</td>\n",
-       "      <td>13</td>\n",
-       "      <td>district</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>105.99</td>\n",
-       "      <td>430</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3455 rows × 15 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                          0     1              83.58     14   \n",
-       "3                          0     1              45.67      8   \n",
-       "6                          0     1  84.46799999999999      1   \n",
-       "8                          0     1              84.78     24   \n",
-       "9                          0     1              59.22      8   \n",
-       "10                         0     0              64.53      1   \n",
-       "11                         0     0              84.87      5   \n",
-       "12                         0     1             181.51      5   \n",
-       "17                         0     0             82.345      2   \n",
-       "19                         0     0              84.96      8   \n",
-       "21                         0     1              84.78      4   \n",
-       "22                         0     1              50.64      5   \n",
-       "24                         0     1             105.47      5   \n",
-       "28                         0     0            84.8439      6   \n",
-       "29                         0     1              59.99      4   \n",
-       "30                         0     0             143.51      2   \n",
-       "31                         0     0              84.72     12   \n",
-       "32                         0     1              59.61      2   \n",
-       "33                         0     1  84.89299999999999     11   \n",
-       "36                         0     0              70.23     20   \n",
-       "37                         0     1             127.15     12   \n",
-       "38                         0     0            84.6869     12   \n",
-       "41                         0     0              58.12      9   \n",
-       "42                         0     0              69.88     11   \n",
-       "43                         0     0              59.58      4   \n",
-       "44                         0     0              59.78     19   \n",
-       "45                         0     0              56.79      3   \n",
-       "47                         0     1            136.224     11   \n",
-       "48                         0     0              83.41     14   \n",
-       "49                         0     0               57.0      5   \n",
-       "...                      ...   ...                ...    ...   \n",
-       "3886                       0     0            72.2358      5   \n",
-       "3887                       0     0              49.94     10   \n",
-       "3888                       0     0            84.8644     10   \n",
-       "3889                       0     0             188.08     19   \n",
-       "3890                       0     0            84.6588      5   \n",
-       "3891                       0     0              84.99     18   \n",
-       "3892                       0     1              59.99      4   \n",
-       "3893                       0     1              84.98      7   \n",
-       "3894                       0     1              59.34      7   \n",
-       "3895                       0     1              36.16      4   \n",
-       "3896                       0     1              59.76      6   \n",
-       "3897                       0     1              71.05      9   \n",
-       "3898                       0     0              59.88     17   \n",
-       "3899                       0     0            84.9341      7   \n",
-       "3901                       0     0            84.9669     31   \n",
-       "3902                       0     0              49.08     16   \n",
-       "3903                       0     0            84.9197     12   \n",
-       "3904                       0     0               74.6     25   \n",
-       "3905                       0     0              81.39     10   \n",
-       "3906                       0     0               84.7      2   \n",
-       "3907                       0     0              59.76     11   \n",
-       "3908                       0     0             84.945     13   \n",
-       "3909                       0     0              57.09     16   \n",
-       "3910                       0     1              59.34      4   \n",
-       "3911                       0     1              59.96      1   \n",
-       "3912                       0     1              63.53      8   \n",
-       "3914                       0     1              84.89     25   \n",
-       "3915                       0     1              57.46     15   \n",
-       "3916                       0     1              84.88      5   \n",
-       "3917                       0     0            84.7808      4   \n",
-       "\n",
-       "     total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                             375.0                             375   \n",
-       "3                             216.0                             419   \n",
-       "6                             146.0                             219   \n",
-       "8                             318.0                             240   \n",
-       "9                             540.0                            1880   \n",
-       "10                              7.0                             101   \n",
-       "11                             52.0                             118   \n",
-       "12                            240.0                             112   \n",
-       "17                             87.0                             174   \n",
-       "19                             73.0                             113   \n",
-       "21                            132.0                             107   \n",
-       "22                            182.0                             182   \n",
-       "24                            630.0                             450   \n",
-       "28                            176.0                             163   \n",
-       "29                            693.0                             588   \n",
-       "30                            505.0                             505   \n",
-       "31                             62.0                             104   \n",
-       "32                             63.0                             101   \n",
-       "33                            195.0                             165   \n",
-       "36                            122.0                             100   \n",
-       "37                            785.0                             786   \n",
-       "38                            139.0                             153   \n",
-       "41                             55.0                             100   \n",
-       "42                             57.0                             142   \n",
-       "43                            220.0                             140   \n",
-       "44                            355.0                             355   \n",
-       "45                             85.0                             134   \n",
-       "47                            118.0                             141   \n",
-       "48                            200.0                             188   \n",
-       "49                            187.0                             181   \n",
-       "...                             ...                             ...   \n",
-       "3886                         3400.0                            3160   \n",
-       "3887                         1600.0                            1320   \n",
-       "3888                          777.0                             773   \n",
-       "3889                         4515.0                            2637   \n",
-       "3890                          918.0                             712   \n",
-       "3891                          876.0                             819   \n",
-       "3892                         1651.0                            1122   \n",
-       "3893                          234.0                             321   \n",
-       "3894                         3146.0                            2810   \n",
-       "3895                         1980.0                            1980   \n",
-       "3896                          560.0                            1070   \n",
-       "3897                          962.0                             566   \n",
-       "3898                         1110.0                            1206   \n",
-       "3899                          842.0                             737   \n",
-       "3901                         1761.0                            1326   \n",
-       "3902                         2500.0                            2960   \n",
-       "3903                          392.0                             407   \n",
-       "3904                         1282.0                            1166   \n",
-       "3905                          131.0                             160   \n",
-       "3906                          249.0                             300   \n",
-       "3907                         1673.0                            1424   \n",
-       "3908                          471.0                             450   \n",
-       "3909                          800.0                            1000   \n",
-       "3910                          111.0                             107   \n",
-       "3911                          141.0                             126   \n",
-       "3912                          570.0                             570   \n",
-       "3914                         1875.0                            2075   \n",
-       "3915                          130.0                             146   \n",
-       "3916                          802.0                             860   \n",
-       "3917                         1128.0                             978   \n",
-       "\n",
-       "      apartment_building_count_in_sites   heat_type front_door_structure  \\\n",
-       "0                                     4    district             corridor   \n",
-       "3                                     1  individual             stairway   \n",
-       "6                                     4  individual             stairway   \n",
-       "8                                     2    district             stairway   \n",
-       "9                                    15     central             corridor   \n",
-       "10                                    4  individual             stairway   \n",
-       "11                                    1  individual             stairway   \n",
-       "12                                    4  individual             stairway   \n",
-       "17                                    3  individual             stairway   \n",
-       "19                                    1  individual             stairway   \n",
-       "21                                    1  individual             stairway   \n",
-       "22                                    1    district             corridor   \n",
-       "24                                    7     central             corridor   \n",
-       "28                                    3  individual             stairway   \n",
-       "29                                    9  individual             stairway   \n",
-       "30                                    4  individual             stairway   \n",
-       "31                                    1  individual             stairway   \n",
-       "32                                    2  individual             stairway   \n",
-       "33                                    3  individual             stairway   \n",
-       "36                                    1  individual             stairway   \n",
-       "37                                   11    district             stairway   \n",
-       "38                                    4  individual             stairway   \n",
-       "41                                    1  individual             stairway   \n",
-       "42                                    1  individual             stairway   \n",
-       "43                                    3  individual             corridor   \n",
-       "44                                    2  individual             stairway   \n",
-       "45                                    4  individual                mixed   \n",
-       "47                                    2  individual             stairway   \n",
-       "48                                    3  individual             stairway   \n",
-       "49                                    1  individual             corridor   \n",
-       "...                                 ...         ...                  ...   \n",
-       "3886                                 30  individual             stairway   \n",
-       "3887                                 10  individual             corridor   \n",
-       "3888                                  9  individual             stairway   \n",
-       "3889                                 30  individual             stairway   \n",
-       "3890                                 15  individual             stairway   \n",
-       "3891                                  8  individual             stairway   \n",
-       "3892                                 22  individual             stairway   \n",
-       "3893                                  3  individual             stairway   \n",
-       "3894                                 25  individual             corridor   \n",
-       "3895                                 11     central             corridor   \n",
-       "3896                                 12    district             corridor   \n",
-       "3897                                  8     central             corridor   \n",
-       "3898                                 12  individual             stairway   \n",
-       "3899                                 11    district             stairway   \n",
-       "3901                                  9  individual             stairway   \n",
-       "3902                                 17  individual             corridor   \n",
-       "3903                                  5  individual             stairway   \n",
-       "3904                                 10  individual             stairway   \n",
-       "3905                                  2  individual             stairway   \n",
-       "3906                                  1  individual             stairway   \n",
-       "3907                                 18  individual             stairway   \n",
-       "3908                                  3  individual             stairway   \n",
-       "3909                                  9  individual             corridor   \n",
-       "3910                                  1  individual             corridor   \n",
-       "3911                                  1  individual             corridor   \n",
-       "3912                                  5  individual             corridor   \n",
-       "3914                                 21  individual             stairway   \n",
-       "3915                                  1  individual             stairway   \n",
-       "3916                                  8  individual             stairway   \n",
-       "3917                                 13    district             stairway   \n",
-       "\n",
-       "     supply_area  total_household_count_of_area_type room_count  \\\n",
-       "0         107.19                                   2        3.0   \n",
-       "3          87.11                                   1        3.0   \n",
-       "6          116.4                                  74        3.0   \n",
-       "8          118.6                                  58        2.0   \n",
-       "9          85.12                                 106        3.0   \n",
-       "10         82.65                                  40        3.0   \n",
-       "11        105.38                                  76        3.0   \n",
-       "12        205.27                                  48        4.0   \n",
-       "17          98.3                                  66        3.0   \n",
-       "19        106.01                                  65        3.0   \n",
-       "21        107.46                                  92        3.0   \n",
-       "22          55.0                                 144        2.0   \n",
-       "24        114.52                                 180        3.0   \n",
-       "28        110.72                                  43        3.0   \n",
-       "29         83.61                                  35        3.0   \n",
-       "30        166.14                                  90        4.0   \n",
-       "31        102.24                                  67        3.0   \n",
-       "32         78.55                                  13        1.0   \n",
-       "33        105.96                                  90        3.0   \n",
-       "36         87.07                                   2        3.0   \n",
-       "37        139.53                                 192        4.0   \n",
-       "38        110.27                                  98        3.0   \n",
-       "41         78.88                                   9        3.0   \n",
-       "42         82.82                                  30        2.0   \n",
-       "43         68.68                                  15        3.0   \n",
-       "44         78.12                                 276        2.0   \n",
-       "45         65.59                                  15        2.0   \n",
-       "47        159.91                                  22        4.0   \n",
-       "48        103.67                                  90        3.0   \n",
-       "49         78.34                                 111        3.0   \n",
-       "...          ...                                 ...        ...   \n",
-       "3886       95.84                                  49        3.0   \n",
-       "3887       72.95                                 180        2.0   \n",
-       "3888      114.38                                  65        3.0   \n",
-       "3889      230.65                                 144        5.0   \n",
-       "3890      111.48                                  46        3.0   \n",
-       "3891      108.08                                 323        3.0   \n",
-       "3892       79.87                                  68        3.0   \n",
-       "3893       102.9                                 321        3.0   \n",
-       "3894       76.73                                 770        3.0   \n",
-       "3895       52.55                                1350        1.0   \n",
-       "3896       81.09                                 312        3.0   \n",
-       "3897       92.57                                 164        3.0   \n",
-       "3898       78.19                                 340        2.0   \n",
-       "3899      113.53                                 426        3.0   \n",
-       "3901       110.8                                 530        3.0   \n",
-       "3902       68.12                                2960        3.0   \n",
-       "3903      118.27                                  71        3.0   \n",
-       "3904       95.44                                 340        3.0   \n",
-       "3905       98.98                                   9        3.0   \n",
-       "3906      104.31                                 152        3.0   \n",
-       "3907       74.85                                 284        3.0   \n",
-       "3908      103.74                                 370        3.0   \n",
-       "3909        78.3                                 600        3.0   \n",
-       "3910       88.47                                  53        3.0   \n",
-       "3911       85.25                                  60        2.0   \n",
-       "3912       85.76                                 315        2.0   \n",
-       "3914      102.49                                 648        3.0   \n",
-       "3915       71.47                                  29        3.0   \n",
-       "3916      108.75                                   0        3.0   \n",
-       "3917      105.99                                 430        3.0   \n",
-       "\n",
-       "     bathroom_count  heat_fuel_cogeneration  heat_fuel_gas  \n",
-       "0               1.0                       1              0  \n",
-       "3               2.0                       0              1  \n",
-       "6               2.0                       0              1  \n",
-       "8               2.0                       1              0  \n",
-       "9               1.0                       0              1  \n",
-       "10              1.0                       0              1  \n",
-       "11              2.0                       0              1  \n",
-       "12              2.0                       0              1  \n",
-       "17              1.0                       0              1  \n",
-       "19              2.0                       0              1  \n",
-       "21              2.0                       0              1  \n",
-       "22              1.0                       1              0  \n",
-       "24              1.0                       0              1  \n",
-       "28              2.0                       0              1  \n",
-       "29              1.0                       0              1  \n",
-       "30              2.0                       0              1  \n",
-       "31              2.0                       0              1  \n",
-       "32              1.0                       0              1  \n",
-       "33              2.0                       0              1  \n",
-       "36              2.0                       0              1  \n",
-       "37              2.0                       1              0  \n",
-       "38              2.0                       0              1  \n",
-       "41              1.0                       0              1  \n",
-       "42              1.0                       0              1  \n",
-       "43              1.0                       0              1  \n",
-       "44              1.0                       0              1  \n",
-       "45              1.0                       0              1  \n",
-       "47              2.0                       0              1  \n",
-       "48              1.0                       0              1  \n",
-       "49              2.0                       0              1  \n",
-       "...             ...                     ...            ...  \n",
-       "3886            2.0                       0              1  \n",
-       "3887            1.0                       0              1  \n",
-       "3888            2.0                       0              1  \n",
-       "3889            2.0                       0              1  \n",
-       "3890            2.0                       0              1  \n",
-       "3891            2.0                       0              1  \n",
-       "3892            2.0                       0              1  \n",
-       "3893            2.0                       0              1  \n",
-       "3894            1.0                       0              1  \n",
-       "3895            1.0                       0              1  \n",
-       "3896            1.0                       1              0  \n",
-       "3897            1.0                       0              1  \n",
-       "3898            1.0                       0              1  \n",
-       "3899            2.0                       1              0  \n",
-       "3901            2.0                       0              1  \n",
-       "3902            1.0                       0              1  \n",
-       "3903            2.0                       0              1  \n",
-       "3904            1.0                       0              1  \n",
-       "3905            1.0                       0              1  \n",
-       "3906            2.0                       0              1  \n",
-       "3907            1.0                       0              1  \n",
-       "3908            2.0                       0              1  \n",
-       "3909            1.0                       0              1  \n",
-       "3910            1.0                       0              1  \n",
-       "3911            1.0                       0              1  \n",
-       "3912            1.0                       0              1  \n",
-       "3914            2.0                       0              1  \n",
-       "3915            1.0                       0              1  \n",
-       "3916            2.0                       0              1  \n",
-       "3917            2.0                       1              0  \n",
-       "\n",
-       "[3455 rows x 15 columns]"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pd.get_dummies(df_test['heat_fuel'])\n",
-    "onehot_encoding_fuel = pd.get_dummies(df_test['heat_fuel'], prefix = 'heat_fuel')\n",
-    "df_test = df_test.drop('heat_fuel', 1)\n",
-    "## Combine the dummy variable with dataset\n",
-    "df_test = pd.concat([df_test, onehot_encoding_fuel], axis=1)\n",
-    "df_test"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 33,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "      <th></th>\n",
-       "      <th>central</th>\n",
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-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>24</th>\n",
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-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>29</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <th>32</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <th>33</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
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-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>43</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>47</th>\n",
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-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>48</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>49</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>...</th>\n",
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-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
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-       "    <tr>\n",
-       "      <th>3886</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "      <th>3887</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>3888</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>3889</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
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-       "    <tr>\n",
-       "      <th>3890</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3891</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3892</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3893</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3894</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3895</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
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-       "    <tr>\n",
-       "      <th>3896</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3897</th>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3898</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3899</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3901</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3902</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3903</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3904</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3905</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3906</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3907</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3908</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3909</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3910</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3911</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3912</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3914</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3915</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3916</th>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3917</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>3455 rows × 3 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "      central  district  individual\n",
-       "0           0         1           0\n",
-       "3           0         0           1\n",
-       "6           0         0           1\n",
-       "8           0         1           0\n",
-       "9           1         0           0\n",
-       "10          0         0           1\n",
-       "11          0         0           1\n",
-       "12          0         0           1\n",
-       "17          0         0           1\n",
-       "19          0         0           1\n",
-       "21          0         0           1\n",
-       "22          0         1           0\n",
-       "24          1         0           0\n",
-       "28          0         0           1\n",
-       "29          0         0           1\n",
-       "30          0         0           1\n",
-       "31          0         0           1\n",
-       "32          0         0           1\n",
-       "33          0         0           1\n",
-       "36          0         0           1\n",
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-       "47          0         0           1\n",
-       "48          0         0           1\n",
-       "49          0         0           1\n",
-       "...       ...       ...         ...\n",
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-       "3917        0         1           0\n",
-       "\n",
-       "[3455 rows x 3 columns]"
-      ]
-     },
-     "execution_count": 33,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pd.get_dummies(df_test['heat_type'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
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-       "\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>total_parking_capacity_in_site</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>front_door_structure</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "      <th>heat_type_central</th>\n",
-       "      <th>heat_type_district</th>\n",
-       "      <th>heat_type_individual</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>stairway</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
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-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>corridor</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "   transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                       0     1              83.58     14   \n",
-       "3                       0     1              45.67      8   \n",
-       "6                       0     1  84.46799999999999      1   \n",
-       "8                       0     1              84.78     24   \n",
-       "9                       0     1              59.22      8   \n",
-       "\n",
-       "  total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                          375.0                             375   \n",
-       "3                          216.0                             419   \n",
-       "6                          146.0                             219   \n",
-       "8                          318.0                             240   \n",
-       "9                          540.0                            1880   \n",
-       "\n",
-       "   apartment_building_count_in_sites front_door_structure supply_area  \\\n",
-       "0                                  4             corridor      107.19   \n",
-       "3                                  1             stairway       87.11   \n",
-       "6                                  4             stairway       116.4   \n",
-       "8                                  2             stairway       118.6   \n",
-       "9                                 15             corridor       85.12   \n",
-       "\n",
-       "   total_household_count_of_area_type room_count bathroom_count  \\\n",
-       "0                                   2        3.0            1.0   \n",
-       "3                                   1        3.0            2.0   \n",
-       "6                                  74        3.0            2.0   \n",
-       "8                                  58        2.0            2.0   \n",
-       "9                                 106        3.0            1.0   \n",
-       "\n",
-       "   heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
-       "0                       1              0                  0   \n",
-       "3                       0              1                  0   \n",
-       "6                       0              1                  0   \n",
-       "8                       1              0                  0   \n",
-       "9                       0              1                  1   \n",
-       "\n",
-       "   heat_type_district  heat_type_individual  \n",
-       "0                   1                     0  \n",
-       "3                   0                     1  \n",
-       "6                   0                     1  \n",
-       "8                   1                     0  \n",
-       "9                   0                     0  "
-      ]
-     },
-     "execution_count": 34,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "onehot_encoding_type = pd.get_dummies(df_test['heat_type'], prefix = 'heat_type')\n",
-    "df_test = df_test.drop('heat_type', 1)\n",
-    "## Combine the dummy variable with dataset\n",
-    "df_test = pd.concat([df_test, onehot_encoding_type], axis=1)\n",
-    "df_test.head()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "    <tr style=\"text-align: right;\">\n",
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-       "      <th>transaction_real_price</th>\n",
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-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "      <th>heat_type_central</th>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>floor</th>\n",
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-       "      <td>0.037304</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>-0.006634</td>\n",
-       "      <td>0.090279</td>\n",
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.048804</td>\n",
-       "      <td>-0.028381</td>\n",
-       "      <td>0.862267</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.466192</td>\n",
-       "      <td>0.222902</td>\n",
-       "      <td>-0.222902</td>\n",
-       "      <td>0.081955</td>\n",
-       "      <td>0.224537</td>\n",
-       "      <td>-0.247347</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>-0.044845</td>\n",
-       "      <td>0.044470</td>\n",
-       "      <td>0.592041</td>\n",
-       "      <td>0.466192</td>\n",
-       "      <td>1.000000</td>\n",
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-       "      <td>-0.103694</td>\n",
-       "      <td>0.125724</td>\n",
-       "      <td>0.105670</td>\n",
-       "      <td>-0.161872</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.177341</td>\n",
-       "      <td>-0.022401</td>\n",
-       "      <td>0.210036</td>\n",
-       "      <td>0.222902</td>\n",
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-       "      <td>1.000000</td>\n",
-       "      <td>-1.000000</td>\n",
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-       "      <td>-0.828734</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>-0.177341</td>\n",
-       "      <td>0.022401</td>\n",
-       "      <td>-0.210036</td>\n",
-       "      <td>-0.222902</td>\n",
-       "      <td>-0.103694</td>\n",
-       "      <td>-1.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.063572</td>\n",
-       "      <td>-0.945923</td>\n",
-       "      <td>0.828734</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_type_central</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.077387</td>\n",
-       "      <td>-0.011645</td>\n",
-       "      <td>0.132085</td>\n",
-       "      <td>0.081955</td>\n",
-       "      <td>0.125724</td>\n",
-       "      <td>-0.063572</td>\n",
-       "      <td>0.063572</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>-0.107701</td>\n",
-       "      <td>-0.423550</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_type_district</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>0.173768</td>\n",
-       "      <td>-0.034274</td>\n",
-       "      <td>0.208817</td>\n",
-       "      <td>0.224537</td>\n",
-       "      <td>0.105670</td>\n",
-       "      <td>0.945923</td>\n",
-       "      <td>-0.945923</td>\n",
-       "      <td>-0.107701</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>-0.854987</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>heat_type_individual</th>\n",
-       "      <td>NaN</td>\n",
-       "      <td>-0.198705</td>\n",
-       "      <td>0.037304</td>\n",
-       "      <td>-0.259175</td>\n",
-       "      <td>-0.247347</td>\n",
-       "      <td>-0.161872</td>\n",
-       "      <td>-0.828734</td>\n",
-       "      <td>0.828734</td>\n",
-       "      <td>-0.423550</td>\n",
-       "      <td>-0.854987</td>\n",
-       "      <td>1.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                    transaction_real_price      city  \\\n",
-       "transaction_real_price                                 NaN       NaN   \n",
-       "city                                                   NaN  1.000000   \n",
-       "floor                                                  NaN -0.150596   \n",
-       "total_household_count_in_sites                         NaN -0.006634   \n",
-       "apartment_building_count_in_sites                      NaN  0.048804   \n",
-       "total_household_count_of_area_type                     NaN -0.044845   \n",
-       "heat_fuel_cogeneration                                 NaN  0.177341   \n",
-       "heat_fuel_gas                                          NaN -0.177341   \n",
-       "heat_type_central                                      NaN  0.077387   \n",
-       "heat_type_district                                     NaN  0.173768   \n",
-       "heat_type_individual                                   NaN -0.198705   \n",
-       "\n",
-       "                                       floor  total_household_count_in_sites  \\\n",
-       "transaction_real_price                   NaN                             NaN   \n",
-       "city                               -0.150596                       -0.006634   \n",
-       "floor                               1.000000                        0.090279   \n",
-       "total_household_count_in_sites      0.090279                        1.000000   \n",
-       "apartment_building_count_in_sites  -0.028381                        0.862267   \n",
-       "total_household_count_of_area_type  0.044470                        0.592041   \n",
-       "heat_fuel_cogeneration             -0.022401                        0.210036   \n",
-       "heat_fuel_gas                       0.022401                       -0.210036   \n",
-       "heat_type_central                  -0.011645                        0.132085   \n",
-       "heat_type_district                 -0.034274                        0.208817   \n",
-       "heat_type_individual                0.037304                       -0.259175   \n",
-       "\n",
-       "                                    apartment_building_count_in_sites  \\\n",
-       "transaction_real_price                                            NaN   \n",
-       "city                                                         0.048804   \n",
-       "floor                                                       -0.028381   \n",
-       "total_household_count_in_sites                               0.862267   \n",
-       "apartment_building_count_in_sites                            1.000000   \n",
-       "total_household_count_of_area_type                           0.466192   \n",
-       "heat_fuel_cogeneration                                       0.222902   \n",
-       "heat_fuel_gas                                               -0.222902   \n",
-       "heat_type_central                                            0.081955   \n",
-       "heat_type_district                                           0.224537   \n",
-       "heat_type_individual                                        -0.247347   \n",
-       "\n",
-       "                                    total_household_count_of_area_type  \\\n",
-       "transaction_real_price                                             NaN   \n",
-       "city                                                         -0.044845   \n",
-       "floor                                                         0.044470   \n",
-       "total_household_count_in_sites                                0.592041   \n",
-       "apartment_building_count_in_sites                             0.466192   \n",
-       "total_household_count_of_area_type                            1.000000   \n",
-       "heat_fuel_cogeneration                                        0.103694   \n",
-       "heat_fuel_gas                                                -0.103694   \n",
-       "heat_type_central                                             0.125724   \n",
-       "heat_type_district                                            0.105670   \n",
-       "heat_type_individual                                         -0.161872   \n",
-       "\n",
-       "                                    heat_fuel_cogeneration  heat_fuel_gas  \\\n",
-       "transaction_real_price                                 NaN            NaN   \n",
-       "city                                              0.177341      -0.177341   \n",
-       "floor                                            -0.022401       0.022401   \n",
-       "total_household_count_in_sites                    0.210036      -0.210036   \n",
-       "apartment_building_count_in_sites                 0.222902      -0.222902   \n",
-       "total_household_count_of_area_type                0.103694      -0.103694   \n",
-       "heat_fuel_cogeneration                            1.000000      -1.000000   \n",
-       "heat_fuel_gas                                    -1.000000       1.000000   \n",
-       "heat_type_central                                -0.063572       0.063572   \n",
-       "heat_type_district                                0.945923      -0.945923   \n",
-       "heat_type_individual                             -0.828734       0.828734   \n",
-       "\n",
-       "                                    heat_type_central  heat_type_district  \\\n",
-       "transaction_real_price                            NaN                 NaN   \n",
-       "city                                         0.077387            0.173768   \n",
-       "floor                                       -0.011645           -0.034274   \n",
-       "total_household_count_in_sites               0.132085            0.208817   \n",
-       "apartment_building_count_in_sites            0.081955            0.224537   \n",
-       "total_household_count_of_area_type           0.125724            0.105670   \n",
-       "heat_fuel_cogeneration                      -0.063572            0.945923   \n",
-       "heat_fuel_gas                                0.063572           -0.945923   \n",
-       "heat_type_central                            1.000000           -0.107701   \n",
-       "heat_type_district                          -0.107701            1.000000   \n",
-       "heat_type_individual                        -0.423550           -0.854987   \n",
-       "\n",
-       "                                    heat_type_individual  \n",
-       "transaction_real_price                               NaN  \n",
-       "city                                           -0.198705  \n",
-       "floor                                           0.037304  \n",
-       "total_household_count_in_sites                 -0.259175  \n",
-       "apartment_building_count_in_sites              -0.247347  \n",
-       "total_household_count_of_area_type             -0.161872  \n",
-       "heat_fuel_cogeneration                         -0.828734  \n",
-       "heat_fuel_gas                                   0.828734  \n",
-       "heat_type_central                              -0.423550  \n",
-       "heat_type_district                             -0.854987  \n",
-       "heat_type_individual                            1.000000  "
-      ]
-     },
-     "execution_count": 35,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "df_test.corr()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [
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-       "      <th>3914</th>\n",
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-       "<p>3455 rows × 3 columns</p>\n",
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-       "      corridor  mixed  stairway\n",
-       "0            1      0         0\n",
-       "3            0      0         1\n",
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-       "8            0      0         1\n",
-       "9            1      0         0\n",
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-       "21           0      0         1\n",
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-       "24           1      0         0\n",
-       "28           0      0         1\n",
-       "29           0      0         1\n",
-       "30           0      0         1\n",
-       "31           0      0         1\n",
-       "32           0      0         1\n",
-       "33           0      0         1\n",
-       "36           0      0         1\n",
-       "37           0      0         1\n",
-       "38           0      0         1\n",
-       "41           0      0         1\n",
-       "42           0      0         1\n",
-       "43           1      0         0\n",
-       "44           0      0         1\n",
-       "45           0      1         0\n",
-       "47           0      0         1\n",
-       "48           0      0         1\n",
-       "49           1      0         0\n",
-       "...        ...    ...       ...\n",
-       "3886         0      0         1\n",
-       "3887         1      0         0\n",
-       "3888         0      0         1\n",
-       "3889         0      0         1\n",
-       "3890         0      0         1\n",
-       "3891         0      0         1\n",
-       "3892         0      0         1\n",
-       "3893         0      0         1\n",
-       "3894         1      0         0\n",
-       "3895         1      0         0\n",
-       "3896         1      0         0\n",
-       "3897         1      0         0\n",
-       "3898         0      0         1\n",
-       "3899         0      0         1\n",
-       "3901         0      0         1\n",
-       "3902         1      0         0\n",
-       "3903         0      0         1\n",
-       "3904         0      0         1\n",
-       "3905         0      0         1\n",
-       "3906         0      0         1\n",
-       "3907         0      0         1\n",
-       "3908         0      0         1\n",
-       "3909         1      0         0\n",
-       "3910         1      0         0\n",
-       "3911         1      0         0\n",
-       "3912         1      0         0\n",
-       "3914         0      0         1\n",
-       "3915         0      0         1\n",
-       "3916         0      0         1\n",
-       "3917         0      0         1\n",
-       "\n",
-       "[3455 rows x 3 columns]"
-      ]
-     },
-     "execution_count": 36,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pd.get_dummies(df_test['front_door_structure'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "      <th>city</th>\n",
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-       "      <th>floor</th>\n",
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-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>heat_fuel_cogeneration</th>\n",
-       "      <th>heat_fuel_gas</th>\n",
-       "      <th>heat_type_central</th>\n",
-       "      <th>heat_type_district</th>\n",
-       "      <th>heat_type_individual</th>\n",
-       "      <th>front_door_structure_corridor</th>\n",
-       "      <th>front_door_structure_mixed</th>\n",
-       "      <th>front_door_structure_stairway</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>83.58</td>\n",
-       "      <td>14</td>\n",
-       "      <td>375.0</td>\n",
-       "      <td>375</td>\n",
-       "      <td>4</td>\n",
-       "      <td>107.19</td>\n",
-       "      <td>2</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>45.67</td>\n",
-       "      <td>8</td>\n",
-       "      <td>216.0</td>\n",
-       "      <td>419</td>\n",
-       "      <td>1</td>\n",
-       "      <td>87.11</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.46799999999999</td>\n",
-       "      <td>1</td>\n",
-       "      <td>146.0</td>\n",
-       "      <td>219</td>\n",
-       "      <td>4</td>\n",
-       "      <td>116.4</td>\n",
-       "      <td>74</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
+       "      <th>25%</th>\n",
+       "      <td>2.000000e+08</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>5.000000</td>\n",
+       "      <td>419.000000</td>\n",
+       "      <td>4.000000</td>\n",
+       "      <td>92.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>84.78</td>\n",
-       "      <td>24</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>240</td>\n",
-       "      <td>2</td>\n",
-       "      <td>118.6</td>\n",
-       "      <td>58</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
+       "      <th>50%</th>\n",
+       "      <td>3.300000e+08</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>840.000000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>194.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>59.22</td>\n",
-       "      <td>8</td>\n",
-       "      <td>540.0</td>\n",
-       "      <td>1880</td>\n",
-       "      <td>15</td>\n",
-       "      <td>85.12</td>\n",
-       "      <td>106</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>0</td>\n",
+       "      <th>75%</th>\n",
+       "      <td>5.002500e+08</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>14.000000</td>\n",
+       "      <td>1592.000000</td>\n",
+       "      <td>16.000000</td>\n",
+       "      <td>396.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>4.800000e+09</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>67.000000</td>\n",
+       "      <td>6864.000000</td>\n",
+       "      <td>124.000000</td>\n",
+       "      <td>2960.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>1.000000</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "   transaction_real_price  city exclusive_use_area  floor  \\\n",
-       "0                       0     1              83.58     14   \n",
-       "3                       0     1              45.67      8   \n",
-       "6                       0     1  84.46799999999999      1   \n",
-       "8                       0     1              84.78     24   \n",
-       "9                       0     1              59.22      8   \n",
-       "\n",
-       "  total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "0                          375.0                             375   \n",
-       "3                          216.0                             419   \n",
-       "6                          146.0                             219   \n",
-       "8                          318.0                             240   \n",
-       "9                          540.0                            1880   \n",
+       "       transaction_real_price         city        floor  \\\n",
+       "count            7.420000e+03  7420.000000  7420.000000   \n",
+       "mean             4.019043e+08     0.627763    10.281267   \n",
+       "std              3.140695e+08     0.483434     7.166873   \n",
+       "min              2.860000e+07     0.000000    -4.000000   \n",
+       "25%              2.000000e+08     0.000000     5.000000   \n",
+       "50%              3.300000e+08     1.000000     9.000000   \n",
+       "75%              5.002500e+08     1.000000    14.000000   \n",
+       "max              4.800000e+09     1.000000    67.000000   \n",
        "\n",
-       "   apartment_building_count_in_sites supply_area  \\\n",
-       "0                                  4      107.19   \n",
-       "3                                  1       87.11   \n",
-       "6                                  4       116.4   \n",
-       "8                                  2       118.6   \n",
-       "9                                 15       85.12   \n",
+       "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
+       "count                     7420.000000                        7420.000000   \n",
+       "mean                      1196.597170                          12.947035   \n",
+       "std                       1120.177079                          14.323069   \n",
+       "min                        100.000000                           1.000000   \n",
+       "25%                        419.000000                           4.000000   \n",
+       "50%                        840.000000                           9.000000   \n",
+       "75%                       1592.000000                          16.000000   \n",
+       "max                       6864.000000                         124.000000   \n",
        "\n",
-       "   total_household_count_of_area_type room_count bathroom_count  \\\n",
-       "0                                   2        3.0            1.0   \n",
-       "3                                   1        3.0            2.0   \n",
-       "6                                  74        3.0            2.0   \n",
-       "8                                  58        2.0            2.0   \n",
-       "9                                 106        3.0            1.0   \n",
+       "       total_household_count_of_area_type  heat_fuel_cogeneration  \\\n",
+       "count                         7420.000000             7420.000000   \n",
+       "mean                           297.885445                0.229650   \n",
+       "std                            326.567191                0.420636   \n",
+       "min                              0.000000                0.000000   \n",
+       "25%                             92.000000                0.000000   \n",
+       "50%                            194.000000                0.000000   \n",
+       "75%                            396.000000                0.000000   \n",
+       "max                           2960.000000                1.000000   \n",
        "\n",
-       "   heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
-       "0                       1              0                  0   \n",
-       "3                       0              1                  0   \n",
-       "6                       0              1                  0   \n",
-       "8                       1              0                  0   \n",
-       "9                       0              1                  1   \n",
+       "       heat_fuel_gas  heat_type_central  heat_type_district  \\\n",
+       "count    7420.000000        7420.000000         7420.000000   \n",
+       "mean        0.770350           0.085310            0.228706   \n",
+       "std         0.420636           0.279361            0.420028   \n",
+       "min         0.000000           0.000000            0.000000   \n",
+       "25%         1.000000           0.000000            0.000000   \n",
+       "50%         1.000000           0.000000            0.000000   \n",
+       "75%         1.000000           0.000000            0.000000   \n",
+       "max         1.000000           1.000000            1.000000   \n",
        "\n",
-       "   heat_type_district  heat_type_individual  front_door_structure_corridor  \\\n",
-       "0                   1                     0                              1   \n",
-       "3                   0                     1                              0   \n",
-       "6                   0                     1                              0   \n",
-       "8                   1                     0                              0   \n",
-       "9                   0                     0                              1   \n",
+       "       heat_type_individual  front_door_structure_corridor  \\\n",
+       "count           7420.000000                    7420.000000   \n",
+       "mean               0.685984                       0.260377   \n",
+       "std                0.464154                       0.438870   \n",
+       "min                0.000000                       0.000000   \n",
+       "25%                0.000000                       0.000000   \n",
+       "50%                1.000000                       0.000000   \n",
+       "75%                1.000000                       1.000000   \n",
+       "max                1.000000                       1.000000   \n",
        "\n",
-       "   front_door_structure_mixed  front_door_structure_stairway  \n",
-       "0                           0                              0  \n",
-       "3                           0                              1  \n",
-       "6                           0                              1  \n",
-       "8                           0                              1  \n",
-       "9                           0                              0  "
+       "       front_door_structure_mixed  front_door_structure_stairway  \n",
+       "count                 7420.000000                    7420.000000  \n",
+       "mean                     0.016577                       0.723046  \n",
+       "std                      0.127688                       0.447524  \n",
+       "min                      0.000000                       0.000000  \n",
+       "25%                      0.000000                       0.000000  \n",
+       "50%                      0.000000                       1.000000  \n",
+       "75%                      0.000000                       1.000000  \n",
+       "max                      1.000000                       1.000000  "
       ]
      },
-     "execution_count": 37,
+     "execution_count": 49,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "onehot_encoding_door_structure = pd.get_dummies(df_test['front_door_structure'], prefix = 'front_door_structure')\n",
-    "df_test = df_test.drop('front_door_structure', 1)\n",
-    "## Combine the dummy variable with dataset\n",
-    "df_test = pd.concat([df_test, onehot_encoding_door_structure], axis=1)\n",
-    "df_test.head()\n"
+    "df.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "numpy.uint8"
+      ]
+     },
+     "execution_count": 50,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "type(df['heat_fuel_cogeneration'][0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df['exclusive_use_area']= pd.to_numeric(df['exclusive_use_area'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
    "metadata": {},
    "outputs": [
     {
@@ -20715,32 +10727,30 @@
        "numpy.float64"
       ]
      },
-     "execution_count": 38,
+     "execution_count": 52,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "type(df_test['heat_fuel_cogeneration'][0])\n",
-    "df_test['exclusive_use_area']= pd.to_numeric(df_test['exclusive_use_area'])\n",
-    "type(df_test['exclusive_use_area'][0])"
+    "type(df['exclusive_use_area'][0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 53,
    "metadata": {},
    "outputs": [],
    "source": [
-    "df_test['total_parking_capacity_in_site']= pd.to_numeric(df_test['total_parking_capacity_in_site'])\n",
-    "df_test['supply_area']= pd.to_numeric(df_test['supply_area'])\n",
-    "df_test['room_count']= pd.to_numeric(df_test['room_count'])\n",
-    "df_test['bathroom_count']= pd.to_numeric(df_test['bathroom_count'])\n"
+    "df['total_parking_capacity_in_site']= pd.to_numeric(df['total_parking_capacity_in_site'])\n",
+    "df['supply_area']= pd.to_numeric(df['supply_area'])\n",
+    "df['room_count']= pd.to_numeric(df['room_count'])\n",
+    "df['bathroom_count']= pd.to_numeric(df['bathroom_count'])\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 54,
    "metadata": {},
    "outputs": [
     {
@@ -20788,80 +10798,80 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>count</th>\n",
-       "      <td>3455.0</td>\n",
-       "      <td>3455.00000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
-       "      <td>3455.000000</td>\n",
+       "      <td>7.420000e+03</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
+       "      <td>7420.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>mean</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.69754</td>\n",
-       "      <td>82.999469</td>\n",
-       "      <td>9.409841</td>\n",
-       "      <td>583.170188</td>\n",
-       "      <td>530.405499</td>\n",
-       "      <td>6.222576</td>\n",
-       "      <td>105.883375</td>\n",
-       "      <td>161.638205</td>\n",
-       "      <td>3.029812</td>\n",
-       "      <td>1.668886</td>\n",
-       "      <td>0.180029</td>\n",
-       "      <td>0.819971</td>\n",
-       "      <td>0.050651</td>\n",
-       "      <td>0.178582</td>\n",
-       "      <td>0.770767</td>\n",
-       "      <td>0.200868</td>\n",
-       "      <td>0.017656</td>\n",
-       "      <td>0.781476</td>\n",
+       "      <td>4.019043e+08</td>\n",
+       "      <td>0.627763</td>\n",
+       "      <td>79.577983</td>\n",
+       "      <td>10.281267</td>\n",
+       "      <td>1326.689623</td>\n",
+       "      <td>1196.597170</td>\n",
+       "      <td>12.947035</td>\n",
+       "      <td>102.352199</td>\n",
+       "      <td>297.885445</td>\n",
+       "      <td>2.951078</td>\n",
+       "      <td>1.595013</td>\n",
+       "      <td>0.229650</td>\n",
+       "      <td>0.770350</td>\n",
+       "      <td>0.085310</td>\n",
+       "      <td>0.228706</td>\n",
+       "      <td>0.685984</td>\n",
+       "      <td>0.260377</td>\n",
+       "      <td>0.016577</td>\n",
+       "      <td>0.723046</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>std</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.45939</td>\n",
-       "      <td>27.988211</td>\n",
-       "      <td>6.656944</td>\n",
-       "      <td>708.010248</td>\n",
-       "      <td>590.225969</td>\n",
-       "      <td>7.394184</td>\n",
-       "      <td>32.458051</td>\n",
-       "      <td>187.134431</td>\n",
-       "      <td>0.640265</td>\n",
-       "      <td>0.495260</td>\n",
-       "      <td>0.384267</td>\n",
-       "      <td>0.384267</td>\n",
-       "      <td>0.219316</td>\n",
-       "      <td>0.383057</td>\n",
-       "      <td>0.420400</td>\n",
-       "      <td>0.400708</td>\n",
-       "      <td>0.131715</td>\n",
-       "      <td>0.413305</td>\n",
+       "      <td>3.140695e+08</td>\n",
+       "      <td>0.483434</td>\n",
+       "      <td>27.702214</td>\n",
+       "      <td>7.166873</td>\n",
+       "      <td>1435.756776</td>\n",
+       "      <td>1120.177079</td>\n",
+       "      <td>14.323069</td>\n",
+       "      <td>32.722972</td>\n",
+       "      <td>326.567191</td>\n",
+       "      <td>0.665443</td>\n",
+       "      <td>0.508721</td>\n",
+       "      <td>0.420636</td>\n",
+       "      <td>0.420636</td>\n",
+       "      <td>0.279361</td>\n",
+       "      <td>0.420028</td>\n",
+       "      <td>0.464154</td>\n",
+       "      <td>0.438870</td>\n",
+       "      <td>0.127688</td>\n",
+       "      <td>0.447524</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>min</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>16.536000</td>\n",
-       "      <td>-1.000000</td>\n",
+       "      <td>2.860000e+07</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>99.000000</td>\n",
+       "      <td>16.396000</td>\n",
+       "      <td>-4.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>100.000000</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>25.120000</td>\n",
+       "      <td>24.960000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>0.000000</td>\n",
@@ -20876,37 +10886,37 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>25%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00000</td>\n",
-       "      <td>59.950000</td>\n",
+       "      <td>2.000000e+08</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>59.850000</td>\n",
+       "      <td>5.000000</td>\n",
+       "      <td>413.000000</td>\n",
+       "      <td>419.000000</td>\n",
        "      <td>4.000000</td>\n",
-       "      <td>195.000000</td>\n",
-       "      <td>192.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>82.990000</td>\n",
-       "      <td>51.000000</td>\n",
+       "      <td>80.170000</td>\n",
+       "      <td>92.000000</td>\n",
        "      <td>3.000000</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>0.000000</td>\n",
-       "      <td>1.000000</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>50%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
-       "      <td>84.690000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>351.000000</td>\n",
-       "      <td>335.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>105.190000</td>\n",
-       "      <td>104.000000</td>\n",
+       "      <td>3.300000e+08</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>84.512000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>816.000000</td>\n",
+       "      <td>840.000000</td>\n",
+       "      <td>9.000000</td>\n",
+       "      <td>103.330000</td>\n",
+       "      <td>194.000000</td>\n",
        "      <td>3.000000</td>\n",
        "      <td>2.000000</td>\n",
        "      <td>0.000000</td>\n",
@@ -20920,15 +10930,15 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>75%</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
+       "      <td>5.002500e+08</td>\n",
+       "      <td>1.000000</td>\n",
        "      <td>84.980000</td>\n",
-       "      <td>13.000000</td>\n",
-       "      <td>686.500000</td>\n",
-       "      <td>633.000000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>112.920000</td>\n",
-       "      <td>201.000000</td>\n",
+       "      <td>14.000000</td>\n",
+       "      <td>1625.000000</td>\n",
+       "      <td>1592.000000</td>\n",
+       "      <td>16.000000</td>\n",
+       "      <td>112.092500</td>\n",
+       "      <td>396.000000</td>\n",
        "      <td>3.000000</td>\n",
        "      <td>2.000000</td>\n",
        "      <td>0.000000</td>\n",
@@ -20936,20 +10946,20 @@
        "      <td>0.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>1.000000</td>\n",
-       "      <td>0.000000</td>\n",
+       "      <td>1.000000</td>\n",
        "      <td>0.000000</td>\n",
        "      <td>1.000000</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>max</th>\n",
-       "      <td>0.0</td>\n",
-       "      <td>1.00000</td>\n",
-       "      <td>257.260000</td>\n",
-       "      <td>57.000000</td>\n",
+       "      <td>4.800000e+09</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td>245.390000</td>\n",
+       "      <td>67.000000</td>\n",
        "      <td>9766.000000</td>\n",
        "      <td>6864.000000</td>\n",
        "      <td>124.000000</td>\n",
-       "      <td>324.010000</td>\n",
+       "      <td>330.940000</td>\n",
        "      <td>2960.000000</td>\n",
        "      <td>6.000000</td>\n",
        "      <td>4.000000</td>\n",
@@ -20967,50 +10977,50 @@
        "</div>"
       ],
       "text/plain": [
-       "       transaction_real_price        city  exclusive_use_area        floor  \\\n",
-       "count                  3455.0  3455.00000         3455.000000  3455.000000   \n",
-       "mean                      0.0     0.69754           82.999469     9.409841   \n",
-       "std                       0.0     0.45939           27.988211     6.656944   \n",
-       "min                       0.0     0.00000           16.536000    -1.000000   \n",
-       "25%                       0.0     0.00000           59.950000     4.000000   \n",
-       "50%                       0.0     1.00000           84.690000     8.000000   \n",
-       "75%                       0.0     1.00000           84.980000    13.000000   \n",
-       "max                       0.0     1.00000          257.260000    57.000000   \n",
+       "       transaction_real_price         city  exclusive_use_area        floor  \\\n",
+       "count            7.420000e+03  7420.000000         7420.000000  7420.000000   \n",
+       "mean             4.019043e+08     0.627763           79.577983    10.281267   \n",
+       "std              3.140695e+08     0.483434           27.702214     7.166873   \n",
+       "min              2.860000e+07     0.000000           16.396000    -4.000000   \n",
+       "25%              2.000000e+08     0.000000           59.850000     5.000000   \n",
+       "50%              3.300000e+08     1.000000           84.512000     9.000000   \n",
+       "75%              5.002500e+08     1.000000           84.980000    14.000000   \n",
+       "max              4.800000e+09     1.000000          245.390000    67.000000   \n",
        "\n",
        "       total_parking_capacity_in_site  total_household_count_in_sites  \\\n",
-       "count                     3455.000000                     3455.000000   \n",
-       "mean                       583.170188                      530.405499   \n",
-       "std                        708.010248                      590.225969   \n",
-       "min                          0.000000                       99.000000   \n",
-       "25%                        195.000000                      192.000000   \n",
-       "50%                        351.000000                      335.000000   \n",
-       "75%                        686.500000                      633.000000   \n",
+       "count                     7420.000000                     7420.000000   \n",
+       "mean                      1326.689623                     1196.597170   \n",
+       "std                       1435.756776                     1120.177079   \n",
+       "min                          0.000000                      100.000000   \n",
+       "25%                        413.000000                      419.000000   \n",
+       "50%                        816.000000                      840.000000   \n",
+       "75%                       1625.000000                     1592.000000   \n",
        "max                       9766.000000                     6864.000000   \n",
        "\n",
        "       apartment_building_count_in_sites  supply_area  \\\n",
-       "count                        3455.000000  3455.000000   \n",
-       "mean                            6.222576   105.883375   \n",
-       "std                             7.394184    32.458051   \n",
-       "min                             1.000000    25.120000   \n",
-       "25%                             2.000000    82.990000   \n",
-       "50%                             4.000000   105.190000   \n",
-       "75%                             8.000000   112.920000   \n",
-       "max                           124.000000   324.010000   \n",
+       "count                        7420.000000  7420.000000   \n",
+       "mean                           12.947035   102.352199   \n",
+       "std                            14.323069    32.722972   \n",
+       "min                             1.000000    24.960000   \n",
+       "25%                             4.000000    80.170000   \n",
+       "50%                             9.000000   103.330000   \n",
+       "75%                            16.000000   112.092500   \n",
+       "max                           124.000000   330.940000   \n",
        "\n",
        "       total_household_count_of_area_type   room_count  bathroom_count  \\\n",
-       "count                         3455.000000  3455.000000     3455.000000   \n",
-       "mean                           161.638205     3.029812        1.668886   \n",
-       "std                            187.134431     0.640265        0.495260   \n",
+       "count                         7420.000000  7420.000000     7420.000000   \n",
+       "mean                           297.885445     2.951078        1.595013   \n",
+       "std                            326.567191     0.665443        0.508721   \n",
        "min                              0.000000     0.000000        0.000000   \n",
-       "25%                             51.000000     3.000000        1.000000   \n",
-       "50%                            104.000000     3.000000        2.000000   \n",
-       "75%                            201.000000     3.000000        2.000000   \n",
+       "25%                             92.000000     3.000000        1.000000   \n",
+       "50%                            194.000000     3.000000        2.000000   \n",
+       "75%                            396.000000     3.000000        2.000000   \n",
        "max                           2960.000000     6.000000        4.000000   \n",
        "\n",
        "       heat_fuel_cogeneration  heat_fuel_gas  heat_type_central  \\\n",
-       "count             3455.000000    3455.000000        3455.000000   \n",
-       "mean                 0.180029       0.819971           0.050651   \n",
-       "std                  0.384267       0.384267           0.219316   \n",
+       "count             7420.000000    7420.000000        7420.000000   \n",
+       "mean                 0.229650       0.770350           0.085310   \n",
+       "std                  0.420636       0.420636           0.279361   \n",
        "min                  0.000000       0.000000           0.000000   \n",
        "25%                  0.000000       1.000000           0.000000   \n",
        "50%                  0.000000       1.000000           0.000000   \n",
@@ -21018,52 +11028,54 @@
        "max                  1.000000       1.000000           1.000000   \n",
        "\n",
        "       heat_type_district  heat_type_individual  \\\n",
-       "count         3455.000000           3455.000000   \n",
-       "mean             0.178582              0.770767   \n",
-       "std              0.383057              0.420400   \n",
+       "count         7420.000000           7420.000000   \n",
+       "mean             0.228706              0.685984   \n",
+       "std              0.420028              0.464154   \n",
        "min              0.000000              0.000000   \n",
-       "25%              0.000000              1.000000   \n",
+       "25%              0.000000              0.000000   \n",
        "50%              0.000000              1.000000   \n",
        "75%              0.000000              1.000000   \n",
        "max              1.000000              1.000000   \n",
        "\n",
        "       front_door_structure_corridor  front_door_structure_mixed  \\\n",
-       "count                    3455.000000                 3455.000000   \n",
-       "mean                        0.200868                    0.017656   \n",
-       "std                         0.400708                    0.131715   \n",
+       "count                    7420.000000                 7420.000000   \n",
+       "mean                        0.260377                    0.016577   \n",
+       "std                         0.438870                    0.127688   \n",
        "min                         0.000000                    0.000000   \n",
        "25%                         0.000000                    0.000000   \n",
        "50%                         0.000000                    0.000000   \n",
-       "75%                         0.000000                    0.000000   \n",
+       "75%                         1.000000                    0.000000   \n",
        "max                         1.000000                    1.000000   \n",
        "\n",
        "       front_door_structure_stairway  \n",
-       "count                    3455.000000  \n",
-       "mean                        0.781476  \n",
-       "std                         0.413305  \n",
+       "count                    7420.000000  \n",
+       "mean                        0.723046  \n",
+       "std                         0.447524  \n",
        "min                         0.000000  \n",
-       "25%                         1.000000  \n",
+       "25%                         0.000000  \n",
        "50%                         1.000000  \n",
        "75%                         1.000000  \n",
        "max                         1.000000  "
       ]
      },
-     "execution_count": 40,
+     "execution_count": 54,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "df_test.describe()"
+    "df.describe()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
-   "metadata": {},
+   "execution_count": 55,
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [],
    "source": [
-    "df.to_csv(\"data/testPriceCleaned.csv\",sep=\",\",index=False,header=True)"
+    "df.to_csv(\"trainPriceCleaned.csv\",sep=\",\",index=False,header=True)"
    ]
   },
   {
@@ -21080,6 +11092,55 @@
    "outputs": [],
    "source": []
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/DS/UnClean.ipynb b/DS/UnClean.ipynb
deleted file mode 100644
index cd06358..0000000
--- a/DS/UnClean.ipynb
+++ /dev/null
@@ -1,1023 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import h2o\n",
-    "from h2o.automl import H2OAutoML\n",
-    "import random, os, sys\n",
-    "from datetime import datetime\n",
-    "import pandas as pd\n",
-    "import logging\n",
-    "import csv\n",
-    "import optparse\n",
-    "import time\n",
-    "import json\n",
-    "from distutils.util import strtobool\n",
-    "import psutil\n",
-    "import numpy as np\n",
-    "import tensorflow as tf\n",
-    "import seaborn as sns\n",
-    "import matplotlib.pyplot as plt\n",
-    "import math\n",
-    "import h5py\n",
-    "import warnings\n",
-    "from tensorflow.python.framework import ops\n",
-    "warnings.filterwarnings('ignore')\n",
-    "%matplotlib inline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Checking whether there is an H2O instance running at http://localhost:54321 ..... not found.\n",
-      "Attempting to start a local H2O server...\n",
-      "  Java Version: java version \"1.8.0_191\"; Java(TM) SE Runtime Environment (build 1.8.0_191-b12); Java HotSpot(TM) 64-Bit Server VM (build 25.191-b12, mixed mode)\n",
-      "  Starting server from /Users/bonnie/anaconda3/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar\n",
-      "  Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp3258zbck\n",
-      "  JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp3258zbck/h2o_bonnie_started_from_python.out\n",
-      "  JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmp3258zbck/h2o_bonnie_started_from_python.err\n",
-      "  Server is running at http://127.0.0.1:54321\n",
-      "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td>H2O cluster uptime:</td>\n",
-       "<td>03 secs</td></tr>\n",
-       "<tr><td>H2O cluster timezone:</td>\n",
-       "<td>America/New_York</td></tr>\n",
-       "<tr><td>H2O data parsing timezone:</td>\n",
-       "<td>UTC</td></tr>\n",
-       "<tr><td>H2O cluster version:</td>\n",
-       "<td>3.24.0.1</td></tr>\n",
-       "<tr><td>H2O cluster version age:</td>\n",
-       "<td>13 days </td></tr>\n",
-       "<tr><td>H2O cluster name:</td>\n",
-       "<td>H2O_from_python_bonnie_w9egm5</td></tr>\n",
-       "<tr><td>H2O cluster total nodes:</td>\n",
-       "<td>1</td></tr>\n",
-       "<tr><td>H2O cluster free memory:</td>\n",
-       "<td>1.778 Gb</td></tr>\n",
-       "<tr><td>H2O cluster total cores:</td>\n",
-       "<td>4</td></tr>\n",
-       "<tr><td>H2O cluster allowed cores:</td>\n",
-       "<td>4</td></tr>\n",
-       "<tr><td>H2O cluster status:</td>\n",
-       "<td>accepting new members, healthy</td></tr>\n",
-       "<tr><td>H2O connection url:</td>\n",
-       "<td>http://127.0.0.1:54321</td></tr>\n",
-       "<tr><td>H2O connection proxy:</td>\n",
-       "<td>None</td></tr>\n",
-       "<tr><td>H2O internal security:</td>\n",
-       "<td>False</td></tr>\n",
-       "<tr><td>H2O API Extensions:</td>\n",
-       "<td>Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4</td></tr>\n",
-       "<tr><td>Python version:</td>\n",
-       "<td>3.7.1 final</td></tr></table></div>"
-      ],
-      "text/plain": [
-       "--------------------------  ---------------------------------------------------\n",
-       "H2O cluster uptime:         03 secs\n",
-       "H2O cluster timezone:       America/New_York\n",
-       "H2O data parsing timezone:  UTC\n",
-       "H2O cluster version:        3.24.0.1\n",
-       "H2O cluster version age:    13 days\n",
-       "H2O cluster name:           H2O_from_python_bonnie_w9egm5\n",
-       "H2O cluster total nodes:    1\n",
-       "H2O cluster free memory:    1.778 Gb\n",
-       "H2O cluster total cores:    4\n",
-       "H2O cluster allowed cores:  4\n",
-       "H2O cluster status:         accepting new members, healthy\n",
-       "H2O connection url:         http://127.0.0.1:54321\n",
-       "H2O connection proxy:\n",
-       "H2O internal security:      False\n",
-       "H2O API Extensions:         Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4\n",
-       "Python version:             3.7.1 final\n",
-       "--------------------------  ---------------------------------------------------"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "h2o.init(strict_version_check=False) # start h2o"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>key</th>\n",
-       "      <th>apartment_id</th>\n",
-       "      <th>city</th>\n",
-       "      <th>transaction_year_month</th>\n",
-       "      <th>year_of_completion</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>address_by_law</th>\n",
-       "      <th>...</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>tallest_building_in_sites</th>\n",
-       "      <th>lowest_building_in_sites</th>\n",
-       "      <th>room_id</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>count</th>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601449e+06</td>\n",
-       "      <td>1.601449e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "      <td>1.600767e+06</td>\n",
-       "      <td>1.600767e+06</td>\n",
-       "      <td>1.601458e+06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>mean</th>\n",
-       "      <td>8.007597e+05</td>\n",
-       "      <td>7.781149e+03</td>\n",
-       "      <td>6.252877e-01</td>\n",
-       "      <td>2.012416e+05</td>\n",
-       "      <td>1.998645e+03</td>\n",
-       "      <td>7.946863e+01</td>\n",
-       "      <td>1.013031e+01</td>\n",
-       "      <td>3.666195e+01</td>\n",
-       "      <td>1.277745e+02</td>\n",
-       "      <td>1.704232e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.181628e+03</td>\n",
-       "      <td>1.274730e+01</td>\n",
-       "      <td>2.077357e+01</td>\n",
-       "      <td>1.393617e+01</td>\n",
-       "      <td>3.481310e+04</td>\n",
-       "      <td>1.020035e+02</td>\n",
-       "      <td>2.931756e+02</td>\n",
-       "      <td>2.951266e+00</td>\n",
-       "      <td>1.587173e+00</td>\n",
-       "      <td>4.021752e+08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>std</th>\n",
-       "      <td>4.623505e+05</td>\n",
-       "      <td>7.384526e+03</td>\n",
-       "      <td>4.840487e-01</td>\n",
-       "      <td>3.775998e+02</td>\n",
-       "      <td>8.444635e+00</td>\n",
-       "      <td>2.800054e+01</td>\n",
-       "      <td>7.194129e+00</td>\n",
-       "      <td>1.157632e+00</td>\n",
-       "      <td>1.005557e+00</td>\n",
-       "      <td>7.216393e+08</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.128092e+03</td>\n",
-       "      <td>1.399157e+01</td>\n",
-       "      <td>8.750388e+00</td>\n",
-       "      <td>6.785973e+00</td>\n",
-       "      <td>4.157775e+04</td>\n",
-       "      <td>3.306049e+01</td>\n",
-       "      <td>3.237872e+02</td>\n",
-       "      <td>6.653449e-01</td>\n",
-       "      <td>5.071750e-01</td>\n",
-       "      <td>3.223861e+08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>min</th>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>3.000000e+00</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>2.006010e+05</td>\n",
-       "      <td>1.962000e+03</td>\n",
-       "      <td>1.639600e+01</td>\n",
-       "      <td>-4.000000e+00</td>\n",
-       "      <td>3.504879e+01</td>\n",
-       "      <td>1.268061e+02</td>\n",
-       "      <td>1.111012e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>9.900000e+01</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>5.000000e+00</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>1.300000e+01</td>\n",
-       "      <td>2.010000e+01</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>7.000000e+06</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25%</th>\n",
-       "      <td>4.003642e+05</td>\n",
-       "      <td>1.606000e+03</td>\n",
-       "      <td>0.000000e+00</td>\n",
-       "      <td>2.009070e+05</td>\n",
-       "      <td>1.993000e+03</td>\n",
-       "      <td>5.984000e+01</td>\n",
-       "      <td>5.000000e+00</td>\n",
-       "      <td>3.518907e+01</td>\n",
-       "      <td>1.269782e+02</td>\n",
-       "      <td>1.135011e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>4.160000e+02</td>\n",
-       "      <td>4.000000e+00</td>\n",
-       "      <td>1.500000e+01</td>\n",
-       "      <td>9.000000e+00</td>\n",
-       "      <td>6.610000e+03</td>\n",
-       "      <td>7.993000e+01</td>\n",
-       "      <td>9.000000e+01</td>\n",
-       "      <td>3.000000e+00</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>1.990000e+08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50%</th>\n",
-       "      <td>8.007305e+05</td>\n",
-       "      <td>5.579000e+03</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>2.013080e+05</td>\n",
-       "      <td>1.999000e+03</td>\n",
-       "      <td>8.446000e+01</td>\n",
-       "      <td>9.000000e+00</td>\n",
-       "      <td>3.749926e+01</td>\n",
-       "      <td>1.270743e+02</td>\n",
-       "      <td>1.165011e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>8.110000e+02</td>\n",
-       "      <td>9.000000e+00</td>\n",
-       "      <td>2.000000e+01</td>\n",
-       "      <td>1.300000e+01</td>\n",
-       "      <td>2.048400e+04</td>\n",
-       "      <td>1.029600e+02</td>\n",
-       "      <td>1.940000e+02</td>\n",
-       "      <td>3.000000e+00</td>\n",
-       "      <td>2.000000e+00</td>\n",
-       "      <td>3.240000e+08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75%</th>\n",
-       "      <td>1.201101e+06</td>\n",
-       "      <td>1.106300e+04</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>2.016030e+05</td>\n",
-       "      <td>2.005000e+03</td>\n",
-       "      <td>8.498000e+01</td>\n",
-       "      <td>1.400000e+01</td>\n",
-       "      <td>3.756554e+01</td>\n",
-       "      <td>1.290298e+02</td>\n",
-       "      <td>2.632010e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>1.590000e+03</td>\n",
-       "      <td>1.600000e+01</td>\n",
-       "      <td>2.500000e+01</td>\n",
-       "      <td>1.700000e+01</td>\n",
-       "      <td>4.221900e+04</td>\n",
-       "      <td>1.115400e+02</td>\n",
-       "      <td>3.840000e+02</td>\n",
-       "      <td>3.000000e+00</td>\n",
-       "      <td>2.000000e+00</td>\n",
-       "      <td>5.000000e+08</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>max</th>\n",
-       "      <td>1.605373e+06</td>\n",
-       "      <td>5.026400e+04</td>\n",
-       "      <td>1.000000e+00</td>\n",
-       "      <td>2.018100e+05</td>\n",
-       "      <td>2.018000e+03</td>\n",
-       "      <td>2.954340e+02</td>\n",
-       "      <td>8.000000e+01</td>\n",
-       "      <td>3.768763e+01</td>\n",
-       "      <td>1.292376e+02</td>\n",
-       "      <td>2.671033e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6.864000e+03</td>\n",
-       "      <td>1.240000e+02</td>\n",
-       "      <td>8.000000e+01</td>\n",
-       "      <td>7.000000e+01</td>\n",
-       "      <td>1.922520e+05</td>\n",
-       "      <td>4.234000e+02</td>\n",
-       "      <td>2.960000e+03</td>\n",
-       "      <td>8.000000e+00</td>\n",
-       "      <td>5.000000e+00</td>\n",
-       "      <td>8.200000e+09</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>8 rows × 21 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                key  apartment_id          city  transaction_year_month  \\\n",
-       "count  1.601458e+06  1.601458e+06  1.601458e+06            1.601458e+06   \n",
-       "mean   8.007597e+05  7.781149e+03  6.252877e-01            2.012416e+05   \n",
-       "std    4.623505e+05  7.384526e+03  4.840487e-01            3.775998e+02   \n",
-       "min    0.000000e+00  3.000000e+00  0.000000e+00            2.006010e+05   \n",
-       "25%    4.003642e+05  1.606000e+03  0.000000e+00            2.009070e+05   \n",
-       "50%    8.007305e+05  5.579000e+03  1.000000e+00            2.013080e+05   \n",
-       "75%    1.201101e+06  1.106300e+04  1.000000e+00            2.016030e+05   \n",
-       "max    1.605373e+06  5.026400e+04  1.000000e+00            2.018100e+05   \n",
-       "\n",
-       "       year_of_completion  exclusive_use_area         floor      latitude  \\\n",
-       "count        1.601458e+06        1.601458e+06  1.601458e+06  1.601458e+06   \n",
-       "mean         1.998645e+03        7.946863e+01  1.013031e+01  3.666195e+01   \n",
-       "std          8.444635e+00        2.800054e+01  7.194129e+00  1.157632e+00   \n",
-       "min          1.962000e+03        1.639600e+01 -4.000000e+00  3.504879e+01   \n",
-       "25%          1.993000e+03        5.984000e+01  5.000000e+00  3.518907e+01   \n",
-       "50%          1.999000e+03        8.446000e+01  9.000000e+00  3.749926e+01   \n",
-       "75%          2.005000e+03        8.498000e+01  1.400000e+01  3.756554e+01   \n",
-       "max          2.018000e+03        2.954340e+02  8.000000e+01  3.768763e+01   \n",
-       "\n",
-       "          longitude  address_by_law           ...            \\\n",
-       "count  1.601458e+06    1.601458e+06           ...             \n",
-       "mean   1.277745e+02    1.704232e+09           ...             \n",
-       "std    1.005557e+00    7.216393e+08           ...             \n",
-       "min    1.268061e+02    1.111012e+09           ...             \n",
-       "25%    1.269782e+02    1.135011e+09           ...             \n",
-       "50%    1.270743e+02    1.165011e+09           ...             \n",
-       "75%    1.290298e+02    2.632010e+09           ...             \n",
-       "max    1.292376e+02    2.671033e+09           ...             \n",
-       "\n",
-       "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                    1.601458e+06                       1.601458e+06   \n",
-       "mean                     1.181628e+03                       1.274730e+01   \n",
-       "std                      1.128092e+03                       1.399157e+01   \n",
-       "min                      9.900000e+01                       1.000000e+00   \n",
-       "25%                      4.160000e+02                       4.000000e+00   \n",
-       "50%                      8.110000e+02                       9.000000e+00   \n",
-       "75%                      1.590000e+03                       1.600000e+01   \n",
-       "max                      6.864000e+03                       1.240000e+02   \n",
-       "\n",
-       "       tallest_building_in_sites  lowest_building_in_sites       room_id  \\\n",
-       "count               1.601449e+06              1.601449e+06  1.601458e+06   \n",
-       "mean                2.077357e+01              1.393617e+01  3.481310e+04   \n",
-       "std                 8.750388e+00              6.785973e+00  4.157775e+04   \n",
-       "min                 5.000000e+00              1.000000e+00  1.300000e+01   \n",
-       "25%                 1.500000e+01              9.000000e+00  6.610000e+03   \n",
-       "50%                 2.000000e+01              1.300000e+01  2.048400e+04   \n",
-       "75%                 2.500000e+01              1.700000e+01  4.221900e+04   \n",
-       "max                 8.000000e+01              7.000000e+01  1.922520e+05   \n",
-       "\n",
-       "        supply_area  total_household_count_of_area_type    room_count  \\\n",
-       "count  1.601458e+06                        1.601458e+06  1.600767e+06   \n",
-       "mean   1.020035e+02                        2.931756e+02  2.951266e+00   \n",
-       "std    3.306049e+01                        3.237872e+02  6.653449e-01   \n",
-       "min    2.010000e+01                        0.000000e+00  0.000000e+00   \n",
-       "25%    7.993000e+01                        9.000000e+01  3.000000e+00   \n",
-       "50%    1.029600e+02                        1.940000e+02  3.000000e+00   \n",
-       "75%    1.115400e+02                        3.840000e+02  3.000000e+00   \n",
-       "max    4.234000e+02                        2.960000e+03  8.000000e+00   \n",
-       "\n",
-       "       bathroom_count  transaction_real_price  \n",
-       "count    1.600767e+06            1.601458e+06  \n",
-       "mean     1.587173e+00            4.021752e+08  \n",
-       "std      5.071750e-01            3.223861e+08  \n",
-       "min      0.000000e+00            7.000000e+06  \n",
-       "25%      1.000000e+00            1.990000e+08  \n",
-       "50%      2.000000e+00            3.240000e+08  \n",
-       "75%      2.000000e+00            5.000000e+08  \n",
-       "max      5.000000e+00            8.200000e+09  \n",
-       "\n",
-       "[8 rows x 21 columns]"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "train = pd.read_csv('data/trainPrice.csv')\n",
-    "test = pd.read_csv('data/testPrice.csv')\n",
-    "train.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>key</th>\n",
-       "      <th>apartment_id</th>\n",
-       "      <th>city</th>\n",
-       "      <th>transaction_year_month</th>\n",
-       "      <th>year_of_completion</th>\n",
-       "      <th>exclusive_use_area</th>\n",
-       "      <th>floor</th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>address_by_law</th>\n",
-       "      <th>...</th>\n",
-       "      <th>total_household_count_in_sites</th>\n",
-       "      <th>apartment_building_count_in_sites</th>\n",
-       "      <th>tallest_building_in_sites</th>\n",
-       "      <th>lowest_building_in_sites</th>\n",
-       "      <th>room_id</th>\n",
-       "      <th>supply_area</th>\n",
-       "      <th>total_household_count_of_area_type</th>\n",
-       "      <th>room_count</th>\n",
-       "      <th>bathroom_count</th>\n",
-       "      <th>transaction_real_price</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>count</th>\n",
-       "      <td>3.918000e+03</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3.918000e+03</td>\n",
-       "      <td>...</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3917.000000</td>\n",
-       "      <td>3917.000000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3918.00000</td>\n",
-       "      <td>3918.000000</td>\n",
-       "      <td>3913.000000</td>\n",
-       "      <td>3913.000000</td>\n",
-       "      <td>3918.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>mean</th>\n",
-       "      <td>1.590645e+06</td>\n",
-       "      <td>9749.125064</td>\n",
-       "      <td>0.673047</td>\n",
-       "      <td>201806.033180</td>\n",
-       "      <td>1998.906075</td>\n",
-       "      <td>82.191308</td>\n",
-       "      <td>9.149056</td>\n",
-       "      <td>36.771194</td>\n",
-       "      <td>127.668297</td>\n",
-       "      <td>1.633625e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>510.825676</td>\n",
-       "      <td>6.040837</td>\n",
-       "      <td>18.296145</td>\n",
-       "      <td>12.827164</td>\n",
-       "      <td>43443.242726</td>\n",
-       "      <td>104.43292</td>\n",
-       "      <td>155.846350</td>\n",
-       "      <td>3.009200</td>\n",
-       "      <td>1.641963</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>std</th>\n",
-       "      <td>4.151869e+04</td>\n",
-       "      <td>9086.376371</td>\n",
-       "      <td>0.469160</td>\n",
-       "      <td>26.135513</td>\n",
-       "      <td>9.715528</td>\n",
-       "      <td>28.127419</td>\n",
-       "      <td>6.679446</td>\n",
-       "      <td>1.119282</td>\n",
-       "      <td>0.977821</td>\n",
-       "      <td>6.992680e+08</td>\n",
-       "      <td>...</td>\n",
-       "      <td>575.971467</td>\n",
-       "      <td>7.166845</td>\n",
-       "      <td>7.497573</td>\n",
-       "      <td>6.705995</td>\n",
-       "      <td>45197.995354</td>\n",
-       "      <td>32.98825</td>\n",
-       "      <td>182.491791</td>\n",
-       "      <td>0.647804</td>\n",
-       "      <td>0.501885</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>min</th>\n",
-       "      <td>4.625330e+05</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>200912.000000</td>\n",
-       "      <td>1962.000000</td>\n",
-       "      <td>16.536000</td>\n",
-       "      <td>-1.000000</td>\n",
-       "      <td>35.048786</td>\n",
-       "      <td>126.746463</td>\n",
-       "      <td>1.111012e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>99.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>5.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>85.000000</td>\n",
-       "      <td>25.12000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25%</th>\n",
-       "      <td>1.590730e+06</td>\n",
-       "      <td>2943.250000</td>\n",
-       "      <td>0.000000</td>\n",
-       "      <td>201808.000000</td>\n",
-       "      <td>1993.000000</td>\n",
-       "      <td>59.940000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>35.202301</td>\n",
-       "      <td>126.948060</td>\n",
-       "      <td>1.138011e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>180.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>15.000000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>10028.750000</td>\n",
-       "      <td>81.79000</td>\n",
-       "      <td>48.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50%</th>\n",
-       "      <td>1.600271e+06</td>\n",
-       "      <td>6341.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>201809.000000</td>\n",
-       "      <td>1999.000000</td>\n",
-       "      <td>84.600000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>37.506656</td>\n",
-       "      <td>127.059260</td>\n",
-       "      <td>1.159011e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>305.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>17.000000</td>\n",
-       "      <td>12.000000</td>\n",
-       "      <td>31356.000000</td>\n",
-       "      <td>103.92000</td>\n",
-       "      <td>98.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>75%</th>\n",
-       "      <td>1.603609e+06</td>\n",
-       "      <td>15053.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>201809.000000</td>\n",
-       "      <td>2005.000000</td>\n",
-       "      <td>84.980000</td>\n",
-       "      <td>13.000000</td>\n",
-       "      <td>37.560671</td>\n",
-       "      <td>129.013425</td>\n",
-       "      <td>2.626011e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>603.000000</td>\n",
-       "      <td>8.000000</td>\n",
-       "      <td>23.000000</td>\n",
-       "      <td>16.000000</td>\n",
-       "      <td>48543.500000</td>\n",
-       "      <td>112.42500</td>\n",
-       "      <td>193.000000</td>\n",
-       "      <td>3.000000</td>\n",
-       "      <td>2.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>max</th>\n",
-       "      <td>1.605375e+06</td>\n",
-       "      <td>50264.000000</td>\n",
-       "      <td>1.000000</td>\n",
-       "      <td>201810.000000</td>\n",
-       "      <td>2018.000000</td>\n",
-       "      <td>257.260000</td>\n",
-       "      <td>57.000000</td>\n",
-       "      <td>37.687633</td>\n",
-       "      <td>129.237592</td>\n",
-       "      <td>2.824511e+09</td>\n",
-       "      <td>...</td>\n",
-       "      <td>6864.000000</td>\n",
-       "      <td>124.000000</td>\n",
-       "      <td>80.000000</td>\n",
-       "      <td>70.000000</td>\n",
-       "      <td>168630.000000</td>\n",
-       "      <td>324.01000</td>\n",
-       "      <td>2960.000000</td>\n",
-       "      <td>6.000000</td>\n",
-       "      <td>4.000000</td>\n",
-       "      <td>0.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>8 rows × 21 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                key  apartment_id         city  transaction_year_month  \\\n",
-       "count  3.918000e+03   3918.000000  3918.000000             3918.000000   \n",
-       "mean   1.590645e+06   9749.125064     0.673047           201806.033180   \n",
-       "std    4.151869e+04   9086.376371     0.469160               26.135513   \n",
-       "min    4.625330e+05      3.000000     0.000000           200912.000000   \n",
-       "25%    1.590730e+06   2943.250000     0.000000           201808.000000   \n",
-       "50%    1.600271e+06   6341.000000     1.000000           201809.000000   \n",
-       "75%    1.603609e+06  15053.000000     1.000000           201809.000000   \n",
-       "max    1.605375e+06  50264.000000     1.000000           201810.000000   \n",
-       "\n",
-       "       year_of_completion  exclusive_use_area        floor     latitude  \\\n",
-       "count         3918.000000         3918.000000  3918.000000  3918.000000   \n",
-       "mean          1998.906075           82.191308     9.149056    36.771194   \n",
-       "std              9.715528           28.127419     6.679446     1.119282   \n",
-       "min           1962.000000           16.536000    -1.000000    35.048786   \n",
-       "25%           1993.000000           59.940000     4.000000    35.202301   \n",
-       "50%           1999.000000           84.600000     8.000000    37.506656   \n",
-       "75%           2005.000000           84.980000    13.000000    37.560671   \n",
-       "max           2018.000000          257.260000    57.000000    37.687633   \n",
-       "\n",
-       "         longitude  address_by_law           ...            \\\n",
-       "count  3918.000000    3.918000e+03           ...             \n",
-       "mean    127.668297    1.633625e+09           ...             \n",
-       "std       0.977821    6.992680e+08           ...             \n",
-       "min     126.746463    1.111012e+09           ...             \n",
-       "25%     126.948060    1.138011e+09           ...             \n",
-       "50%     127.059260    1.159011e+09           ...             \n",
-       "75%     129.013425    2.626011e+09           ...             \n",
-       "max     129.237592    2.824511e+09           ...             \n",
-       "\n",
-       "       total_household_count_in_sites  apartment_building_count_in_sites  \\\n",
-       "count                     3918.000000                        3918.000000   \n",
-       "mean                       510.825676                           6.040837   \n",
-       "std                        575.971467                           7.166845   \n",
-       "min                         99.000000                           1.000000   \n",
-       "25%                        180.000000                           2.000000   \n",
-       "50%                        305.000000                           4.000000   \n",
-       "75%                        603.000000                           8.000000   \n",
-       "max                       6864.000000                         124.000000   \n",
-       "\n",
-       "       tallest_building_in_sites  lowest_building_in_sites        room_id  \\\n",
-       "count                3917.000000               3917.000000    3918.000000   \n",
-       "mean                   18.296145                 12.827164   43443.242726   \n",
-       "std                     7.497573                  6.705995   45197.995354   \n",
-       "min                     5.000000                  1.000000      85.000000   \n",
-       "25%                    15.000000                  8.000000   10028.750000   \n",
-       "50%                    17.000000                 12.000000   31356.000000   \n",
-       "75%                    23.000000                 16.000000   48543.500000   \n",
-       "max                    80.000000                 70.000000  168630.000000   \n",
-       "\n",
-       "       supply_area  total_household_count_of_area_type   room_count  \\\n",
-       "count   3918.00000                         3918.000000  3913.000000   \n",
-       "mean     104.43292                          155.846350     3.009200   \n",
-       "std       32.98825                          182.491791     0.647804   \n",
-       "min       25.12000                            0.000000     0.000000   \n",
-       "25%       81.79000                           48.000000     3.000000   \n",
-       "50%      103.92000                           98.000000     3.000000   \n",
-       "75%      112.42500                          193.000000     3.000000   \n",
-       "max      324.01000                         2960.000000     6.000000   \n",
-       "\n",
-       "       bathroom_count  transaction_real_price  \n",
-       "count     3913.000000                  3918.0  \n",
-       "mean         1.641963                     0.0  \n",
-       "std          0.501885                     0.0  \n",
-       "min          0.000000                     0.0  \n",
-       "25%          1.000000                     0.0  \n",
-       "50%          2.000000                     0.0  \n",
-       "75%          2.000000                     0.0  \n",
-       "max          4.000000                     0.0  \n",
-       "\n",
-       "[8 rows x 21 columns]"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "test.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Parse progress: |█████████████████████████████████████████████████████████| 100%\n"
-     ]
-    }
-   ],
-   "source": [
-    "# conversion of pandas dataframe to h2o frame\n",
-    "hf = h2o.H2OFrame(train)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Rows:1601458\n",
-      "Cols:25\n",
-      "\n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table>\n",
-       "<thead>\n",
-       "<tr><th>       </th><th>key              </th><th>apartment_id     </th><th>city              </th><th>transaction_year_month  </th><th>transaction_date  </th><th>year_of_completion  </th><th>exclusive_use_area  </th><th>floor             </th><th>latitude          </th><th>longitude         </th><th>address_by_law    </th><th>total_parking_capacity_in_site  </th><th>total_household_count_in_sites  </th><th>apartment_building_count_in_sites  </th><th>tallest_building_in_sites  </th><th>lowest_building_in_sites  </th><th>heat_type  </th><th>heat_fuel  </th><th>room_id          </th><th>supply_area       </th><th>total_household_count_of_area_type  </th><th>room_count        </th><th>bathroom_count    </th><th>front_door_structure  </th><th>transaction_real_price  </th></tr>\n",
-       "</thead>\n",
-       "<tbody>\n",
-       "<tr><td>type   </td><td>int              </td><td>int              </td><td>int               </td><td>int                     </td><td>enum              </td><td>int                 </td><td>real                </td><td>int               </td><td>real              </td><td>real              </td><td>int               </td><td>int                             </td><td>int                             </td><td>int                                </td><td>int                        </td><td>int                       </td><td>enum       </td><td>enum       </td><td>int              </td><td>real              </td><td>int                                 </td><td>int               </td><td>int               </td><td>enum                  </td><td>int                     </td></tr>\n",
-       "<tr><td>mins   </td><td>0.0              </td><td>3.0              </td><td>0.0               </td><td>200601.0                </td><td>                  </td><td>1962.0              </td><td>16.396              </td><td>-4.0              </td><td>35.04878639164053 </td><td>126.80610153120372</td><td>1111011500.0      </td><td>0.0                             </td><td>99.0                            </td><td>1.0                                </td><td>5.0                        </td><td>1.0                       </td><td>           </td><td>           </td><td>13.0             </td><td>20.1              </td><td>0.0                                 </td><td>0.0               </td><td>0.0               </td><td>                      </td><td>7000000.0               </td></tr>\n",
-       "<tr><td>mean   </td><td>800759.7448175347</td><td>7781.149295829175</td><td>0.6252877065773813</td><td>201241.55087676362      </td><td>                  </td><td>1998.6448149124114  </td><td>79.46862932911755   </td><td>10.130310005007935</td><td>36.661949473346986</td><td>127.77449044480244</td><td>1704231534.4890609</td><td>1350.1904348373296              </td><td>1181.6275163007713              </td><td>12.747295901609656                 </td><td>20.773567562875865         </td><td>13.93617030576684         </td><td>           </td><td>           </td><td>34813.10043660217</td><td>102.0035307638414 </td><td>293.1755818760154                   </td><td>2.951266486627974 </td><td>1.5871728989915466</td><td>                      </td><td>402175230.25892633      </td></tr>\n",
-       "<tr><td>maxs   </td><td>1605373.0        </td><td>50264.0          </td><td>1.0               </td><td>201810.0                </td><td>                  </td><td>2018.0              </td><td>295.434             </td><td>80.0              </td><td>37.68763299875252 </td><td>129.237592        </td><td>2671033029.0      </td><td>9766.0                          </td><td>6864.0                          </td><td>124.0                              </td><td>80.0                       </td><td>70.0                      </td><td>           </td><td>           </td><td>192252.0         </td><td>423.4             </td><td>2960.0                              </td><td>8.0               </td><td>5.0               </td><td>                      </td><td>8200000000.0            </td></tr>\n",
-       "<tr><td>sigma  </td><td>462350.5061373109</td><td>7384.526451084999</td><td>0.4840486926815515</td><td>377.5998216160958       </td><td>                  </td><td>8.444635366614945   </td><td>28.000543057488933  </td><td>7.194128872604277 </td><td>1.157632092872639 </td><td>1.0055565155109043</td><td>721639314.9042882 </td><td>1494.4727041151286              </td><td>1128.0924817332586              </td><td>13.991570692148471                 </td><td>8.750387946359558          </td><td>6.7859730213432705        </td><td>           </td><td>           </td><td>41577.75287061174</td><td>33.060492260811195</td><td>323.7871566888945                   </td><td>0.6653449077649864</td><td>0.5071749594056251</td><td>                      </td><td>322386136.9694438       </td></tr>\n",
-       "<tr><td>zeros  </td><td>1                </td><td>0                </td><td>600086            </td><td>0                       </td><td>                  </td><td>0                   </td><td>0                   </td><td>0                 </td><td>0                 </td><td>0                 </td><td>0                 </td><td>823                             </td><td>0                               </td><td>0                                  </td><td>0                          </td><td>0                         </td><td>           </td><td>           </td><td>0                </td><td>0                 </td><td>16456                               </td><td>3231              </td><td>3231              </td><td>                      </td><td>0                       </td></tr>\n",
-       "<tr><td>missing</td><td>0                </td><td>0                </td><td>0                 </td><td>0                       </td><td>0                 </td><td>0                   </td><td>0                   </td><td>0                 </td><td>0                 </td><td>0                 </td><td>0                 </td><td>91813                           </td><td>0                               </td><td>0                                  </td><td>9                          </td><td>9                         </td><td>0          </td><td>0          </td><td>0                </td><td>0                 </td><td>0                                   </td><td>691               </td><td>691               </td><td>0                     </td><td>0                       </td></tr>\n",
-       "<tr><td>0      </td><td>0.0              </td><td>5584.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1999.0              </td><td>47.43               </td><td>6.0               </td><td>37.58596505640614 </td><td>127.00023096787316</td><td>1111017100.0      </td><td>163.0                           </td><td>136.0                           </td><td>1.0                                </td><td>8.0                        </td><td>4.0                       </td><td>individual </td><td>gas        </td><td>91120.0          </td><td>65.63             </td><td>46.0                                </td><td>1.0               </td><td>1.0               </td><td>corridor              </td><td>215000000.0             </td></tr>\n",
-       "<tr><td>1      </td><td>1.0              </td><td>5584.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1999.0              </td><td>44.37               </td><td>8.0               </td><td>37.58596505640614 </td><td>127.00023096787316</td><td>1111017100.0      </td><td>163.0                           </td><td>136.0                           </td><td>1.0                                </td><td>8.0                        </td><td>4.0                       </td><td>individual </td><td>gas        </td><td>91119.0          </td><td>61.39             </td><td>10.0                                </td><td>2.0               </td><td>1.0               </td><td>corridor              </td><td>200000000.0             </td></tr>\n",
-       "<tr><td>2      </td><td>2.0              </td><td>5059.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1992.0              </td><td>54.7                </td><td>8.0               </td><td>37.58051141258221 </td><td>127.0140155572653 </td><td>1111017400.0      </td><td>902.0                           </td><td>585.0                           </td><td>5.0                                </td><td>14.0                       </td><td>9.0                       </td><td>individual </td><td>gas        </td><td>8430.0           </td><td>72.36             </td><td>201.0                               </td><td>2.0               </td><td>1.0               </td><td>corridor              </td><td>168000000.0             </td></tr>\n",
-       "<tr><td>3      </td><td>3.0              </td><td>2816.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1993.0              </td><td>64.66               </td><td>11.0              </td><td>37.58032424937553 </td><td>127.01178752964915</td><td>1111017400.0      </td><td>902.0                           </td><td>919.0                           </td><td>7.0                                </td><td>15.0                       </td><td>11.0                      </td><td>individual </td><td>gas        </td><td>5839.0           </td><td>87.3              </td><td>284.0                               </td><td>2.0               </td><td>1.0               </td><td>corridor              </td><td>165000000.0             </td></tr>\n",
-       "<tr><td>4      </td><td>4.0              </td><td>2816.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1993.0              </td><td>106.62              </td><td>7.0               </td><td>37.58032424937553 </td><td>127.01178752964915</td><td>1111017400.0      </td><td>902.0                           </td><td>919.0                           </td><td>7.0                                </td><td>15.0                       </td><td>11.0                      </td><td>individual </td><td>gas        </td><td>5836.0           </td><td>127.74            </td><td>112.0                               </td><td>4.0               </td><td>2.0               </td><td>stairway              </td><td>280000000.0             </td></tr>\n",
-       "<tr><td>5      </td><td>5.0              </td><td>2815.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>2000.0              </td><td>84.92               </td><td>9.0               </td><td>37.57538088268452 </td><td>126.96080441429388</td><td>1111018700.0      </td><td>1365.0                          </td><td>964.0                           </td><td>12.0                               </td><td>23.0                       </td><td>10.0                      </td><td>individual </td><td>gas        </td><td>5831.0           </td><td>109.88            </td><td>454.0                               </td><td>3.0               </td><td>2.0               </td><td>stairway              </td><td>415000000.0             </td></tr>\n",
-       "<tr><td>6      </td><td>6.0              </td><td>2815.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>2000.0              </td><td>60.0                </td><td>13.0              </td><td>37.57538088268452 </td><td>126.96080441429388</td><td>1111018700.0      </td><td>1365.0                          </td><td>964.0                           </td><td>12.0                               </td><td>23.0                       </td><td>10.0                      </td><td>individual </td><td>gas        </td><td>5833.0           </td><td>84.33             </td><td>207.0                               </td><td>3.0               </td><td>1.0               </td><td>corridor              </td><td>267000000.0             </td></tr>\n",
-       "<tr><td>7      </td><td>7.0              </td><td>9867.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>2005.0              </td><td>84.76               </td><td>10.0              </td><td>37.559200289662186</td><td>127.01950301121796</td><td>1114016200.0      </td><td>652.0                           </td><td>461.0                           </td><td>9.0                                </td><td>23.0                       </td><td>6.0                       </td><td>individual </td><td>gas        </td><td>11862.0          </td><td>104.3             </td><td>82.0                                </td><td>3.0               </td><td>2.0               </td><td>stairway              </td><td>415000000.0             </td></tr>\n",
-       "<tr><td>8      </td><td>8.0              </td><td>2818.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>1999.0              </td><td>84.88               </td><td>18.0              </td><td>37.55506002671394 </td><td>127.01449516875203</td><td>1114016200.0      </td><td>2091.0                          </td><td>2282.0                          </td><td>19.0                               </td><td>20.0                       </td><td>8.0                       </td><td>individual </td><td>gas        </td><td>5843.0           </td><td>107.65            </td><td>576.0                               </td><td>3.0               </td><td>2.0               </td><td>stairway              </td><td>310000000.0             </td></tr>\n",
-       "<tr><td>9      </td><td>9.0              </td><td>2817.0           </td><td>1.0               </td><td>200601.0                </td><td>11~20             </td><td>2002.0              </td><td>59.94               </td><td>12.0              </td><td>37.549827554484295</td><td>127.00928404521412</td><td>1114016200.0      </td><td>4329.0                          </td><td>5150.0                          </td><td>42.0                               </td><td>18.0                       </td><td>11.0                      </td><td>individual </td><td>gas        </td><td>5842.0           </td><td>85.9              </td><td>864.0                               </td><td>3.0               </td><td>1.0               </td><td>corridor              </td><td>319000000.0             </td></tr>\n",
-       "</tbody>\n",
-       "</table>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "hf.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "target = 'transaction_real_price'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['key', 'apartment_id', 'city', 'transaction_year_month', 'transaction_date', 'year_of_completion', 'exclusive_use_area', 'floor', 'latitude', 'longitude', 'address_by_law', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'tallest_building_in_sites', 'lowest_building_in_sites', 'heat_type', 'heat_fuel', 'room_id', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'front_door_structure']\n",
-      "target : transaction_real_price\n"
-     ]
-    }
-   ],
-   "source": [
-    "y=target\n",
-    "X=[name for name in hf.columns if name != y]\n",
-    "print(X)\n",
-    "print('target :',y)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "# Set up AutoML\n",
-    "aml = H2OAutoML(max_runtime_secs=300 ,exclude_algos = ['DeepLearning'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n"
-     ]
-    }
-   ],
-   "source": [
-    "aml.train(x=X,y=y,training_frame=hf)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "This H2OFrame is empty.\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(aml.leaderboard)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/DS/Untitled.ipynb b/DS/Untitled.ipynb
new file mode 100644
index 0000000..9e650e4
--- /dev/null
+++ b/DS/Untitled.ipynb
@@ -0,0 +1,717 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import h2o\n",
+    "from h2o.automl import H2OAutoML\n",
+    "import random, os, sys\n",
+    "from datetime import datetime\n",
+    "import pandas as pd\n",
+    "import logging\n",
+    "import csv\n",
+    "import optparse\n",
+    "import time\n",
+    "import json\n",
+    "from distutils.util import strtobool\n",
+    "import psutil\n",
+    "import numpy as np\n",
+    "import datetime"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Help on package h2o:\n",
+      "\n",
+      "NAME\n",
+      "    h2o - :mod:`h2o` -- module for using H2O services.\n",
+      "\n",
+      "DESCRIPTION\n",
+      "    (please add description).\n",
+      "\n",
+      "PACKAGE CONTENTS\n",
+      "    assembly\n",
+      "    astfun\n",
+      "    auth\n",
+      "    automl (package)\n",
+      "    backend (package)\n",
+      "    cross_validation\n",
+      "    demos\n",
+      "    display\n",
+      "    estimators (package)\n",
+      "    exceptions\n",
+      "    expr\n",
+      "    expr_optimizer\n",
+      "    frame\n",
+      "    grid (package)\n",
+      "    group_by\n",
+      "    h2o\n",
+      "    job\n",
+      "    model (package)\n",
+      "    persist (package)\n",
+      "    pipeline (package)\n",
+      "    schemas (package)\n",
+      "    targetencoder\n",
+      "    transforms (package)\n",
+      "    tree (package)\n",
+      "    two_dim_table\n",
+      "    utils (package)\n",
+      "\n",
+      "FUNCTIONS\n",
+      "    api(endpoint, data=None, json=None, filename=None, save_to=None)\n",
+      "        Perform a REST API request to a previously connected server.\n",
+      "        \n",
+      "        This function is mostly for internal purposes, but may occasionally be useful for direct access to\n",
+      "        the backend H2O server. It has same parameters as :meth:`H2OConnection.request <h2o.backend.H2OConnection.request>`.\n",
+      "    \n",
+      "    as_list(data, use_pandas=True, header=True)\n",
+      "        Convert an H2O data object into a python-specific object.\n",
+      "        \n",
+      "        WARNING! This will pull all data local!\n",
+      "        \n",
+      "        If Pandas is available (and use_pandas is True), then pandas will be used to parse the\n",
+      "        data frame. Otherwise, a list-of-lists populated by character data will be returned (so\n",
+      "        the types of data will all be str).\n",
+      "        \n",
+      "        :param data: an H2O data object.\n",
+      "        :param use_pandas: If True, try to use pandas for reading in the data.\n",
+      "        :param header: If True, return column names as first element in list\n",
+      "        \n",
+      "        :returns: List of lists (Rows x Columns).\n",
+      "    \n",
+      "    assign(data, xid)\n",
+      "        (internal) Assign new id to the frame.\n",
+      "        \n",
+      "        :param data: an H2OFrame whose id should be changed\n",
+      "        :param xid: new id for the frame.\n",
+      "        :returns: the passed frame.\n",
+      "    \n",
+      "    cluster()\n",
+      "        Return :class:`H2OCluster` object describing the backend H2O cluster.\n",
+      "    \n",
+      "    cluster_info(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().show_status()``.\n",
+      "    \n",
+      "    cluster_status(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().show_status(True)``.\n",
+      "    \n",
+      "    connect(server=None, url=None, ip=None, port=None, https=None, verify_ssl_certificates=None, auth=None, proxy=None, cookies=None, verbose=True, config=None)\n",
+      "        Connect to an existing H2O server, remote or local.\n",
+      "        \n",
+      "        There are two ways to connect to a server: either pass a `server` parameter containing an instance of\n",
+      "        an H2OLocalServer, or specify `ip` and `port` of the server that you want to connect to.\n",
+      "        \n",
+      "        :param server: An H2OLocalServer instance to connect to (optional).\n",
+      "        :param url: Full URL of the server to connect to (can be used instead of `ip` + `port` + `https`).\n",
+      "        :param ip: The ip address (or host name) of the server where H2O is running.\n",
+      "        :param port: Port number that H2O service is listening to.\n",
+      "        :param https: Set to True to connect via https:// instead of http://.\n",
+      "        :param verify_ssl_certificates: When using https, setting this to False will disable SSL certificates verification.\n",
+      "        :param auth: Either a (username, password) pair for basic authentication, an instance of h2o.auth.SpnegoAuth\n",
+      "                     or one of the requests.auth authenticator objects.\n",
+      "        :param proxy: Proxy server address.\n",
+      "        :param cookies: Cookie (or list of) to add to request\n",
+      "        :param verbose: Set to False to disable printing connection status messages.\n",
+      "        :param connection_conf: Connection configuration object encapsulating connection parameters.\n",
+      "        :returns: the new :class:`H2OConnection` object.\n",
+      "    \n",
+      "    connection()\n",
+      "        Return the current :class:`H2OConnection` handler.\n",
+      "    \n",
+      "    create_frame(frame_id=None, rows=10000, cols=10, randomize=True, real_fraction=None, categorical_fraction=None, integer_fraction=None, binary_fraction=None, time_fraction=None, string_fraction=None, value=0, real_range=100, factors=100, integer_range=100, binary_ones_fraction=0.02, missing_fraction=0.01, has_response=False, response_factors=2, positive_response=False, seed=None, seed_for_column_types=None)\n",
+      "        Create a new frame with random data.\n",
+      "        \n",
+      "        Creates a data frame in H2O with real-valued, categorical, integer, and binary columns specified by the user.\n",
+      "        \n",
+      "        :param frame_id: the destination key. If empty, this will be auto-generated.\n",
+      "        :param rows: the number of rows of data to generate.\n",
+      "        :param cols: the number of columns of data to generate. Excludes the response column if has_response is True.\n",
+      "        :param randomize: If True, data values will be randomly generated. This must be True if either\n",
+      "            categorical_fraction or integer_fraction is non-zero.\n",
+      "        :param value: if randomize is False, then all real-valued entries will be set to this value.\n",
+      "        :param real_range: the range of randomly generated real values.\n",
+      "        :param real_fraction: the fraction of columns that are real-valued.\n",
+      "        :param categorical_fraction: the fraction of total columns that are categorical.\n",
+      "        :param factors: the number of (unique) factor levels in each categorical column.\n",
+      "        :param integer_fraction: the fraction of total columns that are integer-valued.\n",
+      "        :param integer_range: the range of randomly generated integer values.\n",
+      "        :param binary_fraction: the fraction of total columns that are binary-valued.\n",
+      "        :param binary_ones_fraction: the fraction of values in a binary column that are set to 1.\n",
+      "        :param time_fraction: the fraction of randomly created date/time columns.\n",
+      "        :param string_fraction: the fraction of randomly created string columns.\n",
+      "        :param missing_fraction: the fraction of total entries in the data frame that are set to NA.\n",
+      "        :param has_response: A logical value indicating whether an additional response column should be prepended to the\n",
+      "            final H2O data frame. If set to True, the total number of columns will be ``cols + 1``.\n",
+      "        :param response_factors: if has_response is True, then this variable controls the type of the \"response\" column:\n",
+      "            setting response_factors to 1 will generate real-valued response, any value greater or equal than 2 will\n",
+      "            create categorical response with that many categories.\n",
+      "        :param positive_reponse: when response variable is present and of real type, this will control whether it\n",
+      "            contains positive values only, or both positive and negative.\n",
+      "        :param seed: a seed used to generate random values when ``randomize`` is True.\n",
+      "        :param seed_for_column_types: a seed used to generate random column types when ``randomize`` is True.\n",
+      "        \n",
+      "        :returns: an :class:`H2OFrame` object\n",
+      "    \n",
+      "    deep_copy(data, xid)\n",
+      "        Create a deep clone of the frame ``data``.\n",
+      "        \n",
+      "        :param data: an H2OFrame to be cloned\n",
+      "        :param xid: (internal) id to be assigned to the new frame.\n",
+      "        :returns: new :class:`H2OFrame` which is the clone of the passed frame.\n",
+      "    \n",
+      "    demo(funcname, interactive=True, echo=True, test=False)\n",
+      "        H2O built-in demo facility.\n",
+      "        \n",
+      "        :param funcname: A string that identifies the h2o python function to demonstrate.\n",
+      "        :param interactive: If True, the user will be prompted to continue the demonstration after every segment.\n",
+      "        :param echo: If True, the python commands that are executed will be displayed.\n",
+      "        :param test: If True, `h2o.init()` will not be called (used for pyunit testing).\n",
+      "        \n",
+      "        :example:\n",
+      "            >>> import h2o\n",
+      "            >>> h2o.demo(\"gbm\")\n",
+      "    \n",
+      "    download_all_logs(dirname='.', filename=None)\n",
+      "        Download H2O log files to disk.\n",
+      "        \n",
+      "        :param dirname: a character string indicating the directory that the log file should be saved in.\n",
+      "        :param filename: a string indicating the name that the CSV file should be. Note that the saved format is .zip, so the file name must include the .zip extension.\n",
+      "        \n",
+      "        :returns: path of logs written in a zip file.\n",
+      "        \n",
+      "        :examples: The following code will save the zip file `'autoh2o_log.zip'` in a directory that is one down from where you are currently working into a directory called `your_directory_name`. (Please note that `your_directory_name` should be replaced with the name of the directory that you've created and that already exists.)\n",
+      "        \n",
+      "            >>> h2o.download_all_logs(dirname='./your_directory_name/', filename = 'autoh2o_log.zip')\n",
+      "    \n",
+      "    download_csv(data, filename)\n",
+      "        Download an H2O data set to a CSV file on the local disk.\n",
+      "        \n",
+      "        Warning: Files located on the H2O server may be very large! Make sure you have enough\n",
+      "        hard drive space to accommodate the entire file.\n",
+      "        \n",
+      "        :param data: an H2OFrame object to be downloaded.\n",
+      "        :param filename: name for the CSV file where the data should be saved to.\n",
+      "    \n",
+      "    download_pojo(model, path='', get_jar=True, jar_name='')\n",
+      "        Download the POJO for this model to the directory specified by path; if path is \"\", then dump to screen.\n",
+      "        \n",
+      "        :param model: the model whose scoring POJO should be retrieved.\n",
+      "        :param path: an absolute path to the directory where POJO should be saved.\n",
+      "        :param get_jar: retrieve the h2o-genmodel.jar also (will be saved to the same folder ``path``).\n",
+      "        :param jar_name: Custom name of genmodel jar.\n",
+      "        :returns: location of the downloaded POJO file.\n",
+      "    \n",
+      "    enable_expr_optimizations(flag)\n",
+      "        Enable expression tree local optimizations.\n",
+      "    \n",
+      "    export_file(frame, path, force=False, parts=1)\n",
+      "        Export a given H2OFrame to a path on the machine this python session is currently connected to.\n",
+      "        \n",
+      "        :param frame: the Frame to save to disk.\n",
+      "        :param path: the path to the save point on disk.\n",
+      "        :param force: if True, overwrite any preexisting file with the same path\n",
+      "        :param parts: enables export to multiple 'part' files instead of just a single file.\n",
+      "            Convenient for large datasets that take too long to store in a single file.\n",
+      "            Use parts=-1 to instruct H2O to determine the optimal number of part files or\n",
+      "            specify your desired maximum number of part files. Path needs to be a directory\n",
+      "            when exporting to multiple files, also that directory must be empty.\n",
+      "            Default is ``parts = 1``, which is to export to a single file.\n",
+      "    \n",
+      "    flow()\n",
+      "        Open H2O Flow in your browser.\n",
+      "    \n",
+      "    frame(frame_id)\n",
+      "        Retrieve metadata for an id that points to a Frame.\n",
+      "        \n",
+      "        :param frame_id: the key of a Frame in H2O.\n",
+      "        \n",
+      "        :returns: dict containing the frame meta-information.\n",
+      "    \n",
+      "    frames()\n",
+      "        Retrieve all the Frames.\n",
+      "        \n",
+      "        :returns: Meta information on the frames\n",
+      "    \n",
+      "    get_frame(frame_id, **kwargs)\n",
+      "        Obtain a handle to the frame in H2O with the frame_id key.\n",
+      "        \n",
+      "        :param str frame_id: id of the frame to retrieve.\n",
+      "        :returns: an :class:`H2OFrame` object\n",
+      "    \n",
+      "    get_grid(grid_id)\n",
+      "        Return the specified grid.\n",
+      "        \n",
+      "        :param grid_id: The grid identification in h2o\n",
+      "        \n",
+      "        :returns: an :class:`H2OGridSearch` instance.\n",
+      "    \n",
+      "    get_model(model_id)\n",
+      "        Load a model from the server.\n",
+      "        \n",
+      "        :param model_id: The model identification in H2O\n",
+      "        \n",
+      "        :returns: Model object, a subclass of H2OEstimator\n",
+      "    \n",
+      "    get_timezone(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().timezone``.\n",
+      "    \n",
+      "    import_file(path=None, destination_frame=None, parse=True, header=0, sep=None, col_names=None, col_types=None, na_strings=None, pattern=None, skipped_columns=None, custom_non_data_line_markers=None)\n",
+      "        Import a dataset that is already on the cluster.\n",
+      "        \n",
+      "        The path to the data must be a valid path for each node in the H2O cluster. If some node in the H2O cluster\n",
+      "        cannot see the file, then an exception will be thrown by the H2O cluster. Does a parallel/distributed\n",
+      "        multi-threaded pull of the data. The main difference between this method and :func:`upload_file` is that\n",
+      "        the latter works with local files, whereas this method imports remote files (i.e. files local to the server).\n",
+      "        If you running H2O server on your own maching, then both methods behave the same.\n",
+      "        \n",
+      "        :param path: path(s) specifying the location of the data to import or a path to a directory of files to import\n",
+      "        :param destination_frame: The unique hex key assigned to the imported file. If none is given, a key will be\n",
+      "            automatically generated.\n",
+      "        :param parse: If True, the file should be parsed after import. If False, then a list is returned containing the file path.\n",
+      "        :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n",
+      "        :param sep: The field separator character. Values on each line of the file are separated by\n",
+      "            this character. If not provided, the parser will automatically detect the separator.\n",
+      "        :param col_names: A list of column names for the file.\n",
+      "        :param col_types: A list of types or a dictionary of column names to types to specify whether columns\n",
+      "            should be forced to a certain type upon import parsing. If a list, the types for elements that are\n",
+      "            one will be guessed. The possible types a column may have are:\n",
+      "        \n",
+      "            - \"unknown\" - this will force the column to be parsed as all NA\n",
+      "            - \"uuid\"    - the values in the column must be true UUID or will be parsed as NA\n",
+      "            - \"string\"  - force the column to be parsed as a string\n",
+      "            - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n",
+      "              data in the optimal manner.\n",
+      "            - \"enum\"    - force the column to be parsed as a categorical column.\n",
+      "            - \"time\"    - force the column to be parsed as a time column. H2O will attempt to parse the following\n",
+      "              list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n",
+      "              \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n",
+      "              Times can also contain \"AM\" or \"PM\".\n",
+      "        :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n",
+      "            of column names to strings which are to be interpreted as missing values.\n",
+      "        :param pattern: Character string containing a regular expression to match file(s) in the folder if `path` is a\n",
+      "            directory.\n",
+      "        :param skipped_columns: an integer list of column indices to skip and not parsed into the final frame from the import file.\n",
+      "        :param custom_non_data_line_markers: If a line in imported file starts with any character in given string it will NOT be imported. Empty string means all lines are imported, None means that default behaviour for given format will be used\n",
+      "        \n",
+      "        :returns: a new :class:`H2OFrame` instance.\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> # Single file import\n",
+      "            >>> iris = import_file(\"h2o-3/smalldata/iris.csv\")\n",
+      "            >>> # Return all files in the folder iris/ matching the regex r\"iris_.*\\.csv\"\n",
+      "            >>> iris_pattern = h2o.import_file(path = \"h2o-3/smalldata/iris\",\n",
+      "            ...                                pattern = \"iris_.*\\.csv\")\n",
+      "    \n",
+      "    import_hive_table(database=None, table=None, partitions=None, allow_multi_format=False)\n",
+      "        Import Hive table to H2OFrame in memory.\n",
+      "        \n",
+      "        Make sure to start H2O with Hive on classpath. Uses hive-site.xml on classpath to connect to Hive.\n",
+      "        \n",
+      "        :param database: Name of Hive database (default database will be used by default)\n",
+      "        :param table: name of Hive table to import\n",
+      "        :param partitions: a list of lists of strings - partition key column values of partitions you want to import.\n",
+      "        :param allow_multi_format: enable import of partitioned tables with different storage formats used. WARNING:\n",
+      "            this may fail on out-of-memory for tables with a large number of small partitions.\n",
+      "        \n",
+      "        :returns: an :class:`H2OFrame` containing data of the specified Hive table.\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> my_citibike_data = h2o.import_hive_table(\"default\", \"table\", [[\"2017\", \"01\"], [\"2017\", \"02\"]])\n",
+      "    \n",
+      "    import_sql_select(connection_url, select_query, username, password, optimize=True, use_temp_table=None, temp_table_name=None, fetch_mode=None)\n",
+      "        Import the SQL table that is the result of the specified SQL query to H2OFrame in memory.\n",
+      "        \n",
+      "        Creates a temporary SQL table from the specified sql_query.\n",
+      "        Runs multiple SELECT SQL queries on the temporary table concurrently for parallel ingestion, then drops the table.\n",
+      "        Be sure to start the h2o.jar in the terminal with your downloaded JDBC driver in the classpath::\n",
+      "        \n",
+      "          java -cp <path_to_h2o_jar>:<path_to_jdbc_driver_jar> water.H2OApp\n",
+      "        \n",
+      "        Also see h2o.import_sql_table. Currently supported SQL databases are MySQL, PostgreSQL, MariaDB, Hive, Oracle \n",
+      "        and Microsoft SQL Server.\n",
+      "        \n",
+      "        :param connection_url: URL of the SQL database connection as specified by the Java Database Connectivity (JDBC)\n",
+      "            Driver. For example, \"jdbc:mysql://localhost:3306/menagerie?&useSSL=false\"\n",
+      "        :param select_query: SQL query starting with `SELECT` that returns rows from one or more database tables.\n",
+      "        :param username: username for SQL server\n",
+      "        :param password: password for SQL server\n",
+      "        :param optimize: DEPRECATED. Ignored - use fetch_mode instead. Optimize import of SQL table for faster imports.\n",
+      "        :param use_temp_table: whether a temporary table should be created from select_query\n",
+      "        :param temp_table_name: name of temporary table to be created from select_query\n",
+      "        :param fetch_mode: Set to DISTRIBUTED to enable distributed import. Set to SINGLE to force a sequential read by a single node\n",
+      "            from the database.\n",
+      "        \n",
+      "        :returns: an :class:`H2OFrame` containing data of the specified SQL query.\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> conn_url = \"jdbc:mysql://172.16.2.178:3306/ingestSQL?&useSSL=false\"\n",
+      "            >>> select_query = \"SELECT bikeid from citibike20k\"\n",
+      "            >>> username = \"root\"\n",
+      "            >>> password = \"abc123\"\n",
+      "            >>> my_citibike_data = h2o.import_sql_select(conn_url, select_query,\n",
+      "            ...                                          username, password, fetch_mode)\n",
+      "    \n",
+      "    import_sql_table(connection_url, table, username, password, columns=None, optimize=True, fetch_mode=None)\n",
+      "        Import SQL table to H2OFrame in memory.\n",
+      "        \n",
+      "        Assumes that the SQL table is not being updated and is stable.\n",
+      "        Runs multiple SELECT SQL queries concurrently for parallel ingestion.\n",
+      "        Be sure to start the h2o.jar in the terminal with your downloaded JDBC driver in the classpath::\n",
+      "        \n",
+      "            java -cp <path_to_h2o_jar>:<path_to_jdbc_driver_jar> water.H2OApp\n",
+      "        \n",
+      "        Also see :func:`import_sql_select`.\n",
+      "        Currently supported SQL databases are MySQL, PostgreSQL, MariaDB, Hive, Oracle and Microsoft SQL.\n",
+      "        \n",
+      "        :param connection_url: URL of the SQL database connection as specified by the Java Database Connectivity (JDBC)\n",
+      "            Driver. For example, \"jdbc:mysql://localhost:3306/menagerie?&useSSL=false\"\n",
+      "        :param table: name of SQL table\n",
+      "        :param columns: a list of column names to import from SQL table. Default is to import all columns.\n",
+      "        :param username: username for SQL server\n",
+      "        :param password: password for SQL server\n",
+      "        :param optimize: DEPRECATED. Ignored - use fetch_mode instead. Optimize import of SQL table for faster imports.\n",
+      "        :param fetch_mode: Set to DISTRIBUTED to enable distributed import. Set to SINGLE to force a sequential read by a single node\n",
+      "            from the database.\n",
+      "        \n",
+      "        :returns: an :class:`H2OFrame` containing data of the specified SQL table.\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> conn_url = \"jdbc:mysql://172.16.2.178:3306/ingestSQL?&useSSL=false\"\n",
+      "            >>> table = \"citibike20k\"\n",
+      "            >>> username = \"root\"\n",
+      "            >>> password = \"abc123\"\n",
+      "            >>> my_citibike_data = h2o.import_sql_table(conn_url, table, username, password)\n",
+      "    \n",
+      "    init(url=None, ip=None, port=None, name=None, https=None, insecure=None, username=None, password=None, cookies=None, proxy=None, start_h2o=True, nthreads=-1, ice_root=None, log_dir=None, log_level=None, enable_assertions=True, max_mem_size=None, min_mem_size=None, strict_version_check=None, ignore_config=False, extra_classpath=None, jvm_custom_args=None, bind_to_localhost=True, **kwargs)\n",
+      "        Attempt to connect to a local server, or if not successful start a new server and connect to it.\n",
+      "        \n",
+      "        :param url: Full URL of the server to connect to (can be used instead of `ip` + `port` + `https`).\n",
+      "        :param ip: The ip address (or host name) of the server where H2O is running.\n",
+      "        :param port: Port number that H2O service is listening to.\n",
+      "        :param name: Cluster name. If None while connecting to an existing cluster it will not check the cluster name.\n",
+      "                     If set then will connect only if the target cluster name matches. If no instance is found and decides to start a local\n",
+      "                     one then this will be used as the cluster name or a random one will be generated if set to None.\n",
+      "        :param https: Set to True to connect via https:// instead of http://.\n",
+      "        :param insecure: When using https, setting this to True will disable SSL certificates verification.\n",
+      "        :param username: Username and\n",
+      "        :param password: Password for basic authentication.\n",
+      "        :param cookies: Cookie (or list of) to add to each request.\n",
+      "        :param proxy: Proxy server address.\n",
+      "        :param start_h2o: If False, do not attempt to start an h2o server when connection to an existing one failed.\n",
+      "        :param nthreads: \"Number of threads\" option when launching a new h2o server.\n",
+      "        :param ice_root: Directory for temporary files for the new h2o server.\n",
+      "        :param log_dir: Directory for H2O logs to be stored if a new instance is started. Ignored if connecting to an existing node.\n",
+      "        :param log_level: The logger level for H2O if a new instance is started. One of TRACE,DEBUG,INFO,WARN,ERRR,FATA. Default is INFO. Ignored if connecting to an existing node.\n",
+      "        :param enable_assertions: Enable assertions in Java for the new h2o server.\n",
+      "        :param max_mem_size: Maximum memory to use for the new h2o server. Integer input will be evaluated as gigabytes.  Other units can be specified by passing in a string (e.g. \"160M\" for 160 megabytes).\n",
+      "        :param min_mem_size: Minimum memory to use for the new h2o server. Integer input will be evaluated as gigabytes.  Other units can be specified by passing in a string (e.g. \"160M\" for 160 megabytes).\n",
+      "        :param strict_version_check: If True, an error will be raised if the client and server versions don't match.\n",
+      "        :param ignore_config: Indicates whether a processing of a .h2oconfig file should be conducted or not. Default value is False.\n",
+      "        :param extra_classpath: List of paths to libraries that should be included on the Java classpath when starting H2O from Python.\n",
+      "        :param kwargs: (all other deprecated attributes)\n",
+      "        :param jvm_custom_args: Customer, user-defined argument's for the JVM H2O is instantiated in. Ignored if there is an instance of H2O already running and the client connects to it.\n",
+      "    \n",
+      "    interaction(data, factors, pairwise, max_factors, min_occurrence, destination_frame=None)\n",
+      "        Categorical Interaction Feature Creation in H2O.\n",
+      "        \n",
+      "        Creates a frame in H2O with n-th order interaction features between categorical columns, as specified by\n",
+      "        the user.\n",
+      "        \n",
+      "        :param data: the H2OFrame that holds the target categorical columns.\n",
+      "        :param factors: factor columns (either indices or column names).\n",
+      "        :param pairwise: If True, create pairwise interactions between factors (otherwise create one\n",
+      "            higher-order interaction). Only applicable if there are 3 or more factors.\n",
+      "        :param max_factors: Max. number of factor levels in pair-wise interaction terms (if enforced, one extra\n",
+      "            catch-all factor will be made).\n",
+      "        :param min_occurrence: Min. occurrence threshold for factor levels in pair-wise interaction terms\n",
+      "        :param destination_frame: a string indicating the destination key. If empty, this will be auto-generated by H2O.\n",
+      "        \n",
+      "        :returns: :class:`H2OFrame`\n",
+      "    \n",
+      "    is_expr_optimizations_enabled()\n",
+      "    \n",
+      "    lazy_import(path, pattern=None)\n",
+      "        Import a single file or collection of files.\n",
+      "        \n",
+      "        :param path: A path to a data file (remote or local).\n",
+      "        :param pattern: Character string containing a regular expression to match file(s) in the folder.\n",
+      "        :returns: either a :class:`H2OFrame` with the content of the provided file, or a list of such frames if\n",
+      "            importing multiple files.\n",
+      "    \n",
+      "    list_timezones(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().list_timezones()``.\n",
+      "    \n",
+      "    load_dataset(relative_path)\n",
+      "        Imports a data file within the 'h2o_data' folder.\n",
+      "    \n",
+      "    load_model(path)\n",
+      "        Load a saved H2O model from disk. (Note that ensemble binary models can now be loaded using this method.)\n",
+      "        \n",
+      "        :param path: the full path of the H2O Model to be imported.\n",
+      "        \n",
+      "        :returns: an :class:`H2OEstimator` object\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> path = h2o.save_model(my_model, dir=my_path)\n",
+      "            >>> h2o.load_model(path)\n",
+      "    \n",
+      "    log_and_echo(message='')\n",
+      "        Log a message on the server-side logs.\n",
+      "        \n",
+      "        This is helpful when running several pieces of work one after the other on a single H2O\n",
+      "        cluster and you want to make a notation in the H2O server side log where one piece of\n",
+      "        work ends and the next piece of work begins.\n",
+      "        \n",
+      "        Sends a message to H2O for logging. Generally used for debugging purposes.\n",
+      "        \n",
+      "        :param message: message to write to the log.\n",
+      "    \n",
+      "    ls()\n",
+      "        List keys on an H2O Cluster.\n",
+      "    \n",
+      "    make_metrics(predicted, actual, domain=None, distribution=None)\n",
+      "        Create Model Metrics from predicted and actual values in H2O.\n",
+      "        \n",
+      "        :param H2OFrame predicted: an H2OFrame containing predictions.\n",
+      "        :param H2OFrame actuals: an H2OFrame containing actual values.\n",
+      "        :param domain: list of response factors for classification.\n",
+      "        :param distribution: distribution for regression.\n",
+      "    \n",
+      "    mojo_predict_csv(input_csv_path, mojo_zip_path, output_csv_path=None, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False)\n",
+      "        MOJO scoring function to take a CSV file and use MOJO model as zip file to score.\n",
+      "        \n",
+      "        :param input_csv_path: Path to input CSV file.\n",
+      "        :param mojo_zip_path: Path to MOJO zip downloaded from H2O.\n",
+      "        :param output_csv_path: Optional, name of the output CSV file with computed predictions. If None (default), then\n",
+      "            predictions will be saved as prediction.csv in the same folder as the MOJO zip.\n",
+      "        :param genmodel_jar_path: Optional, path to genmodel jar file. If None (default) then the h2o-genmodel.jar in the same\n",
+      "            folder as the MOJO zip will be used.\n",
+      "        :param classpath: Optional, specifies custom user defined classpath which will be used when scoring. If None\n",
+      "            (default) then the default classpath for this MOJO model will be used.\n",
+      "        :param java_options: Optional, custom user defined options for Java. By default ``-Xmx4g -XX:ReservedCodeCacheSize=256m`` is used.\n",
+      "        :param verbose: Optional, if True, then additional debug information will be printed. False by default.\n",
+      "        :return: List of computed predictions\n",
+      "    \n",
+      "    mojo_predict_pandas(dataframe, mojo_zip_path, genmodel_jar_path=None, classpath=None, java_options=None, verbose=False)\n",
+      "        MOJO scoring function to take a Pandas frame and use MOJO model as zip file to score.\n",
+      "        \n",
+      "        :param dataframe: Pandas frame to score.\n",
+      "        :param mojo_zip_path: Path to MOJO zip downloaded from H2O.\n",
+      "        :param genmodel_jar_path: Optional, path to genmodel jar file. If None (default) then the h2o-genmodel.jar in the same\n",
+      "            folder as the MOJO zip will be used.\n",
+      "        :param classpath: Optional, specifies custom user defined classpath which will be used when scoring. If None\n",
+      "            (default) then the default classpath for this MOJO model will be used.\n",
+      "        :param java_options: Optional, custom user defined options for Java. By default ``-Xmx4g`` is used.\n",
+      "        :param verbose: Optional, if True, then additional debug information will be printed. False by default.\n",
+      "        :return: Pandas frame with predictions\n",
+      "    \n",
+      "    network_test(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().network_test()``.\n",
+      "    \n",
+      "    no_progress()\n",
+      "        Disable the progress bar from flushing to stdout.\n",
+      "        \n",
+      "        The completed progress bar is printed when a job is complete so as to demarcate a log file.\n",
+      "    \n",
+      "    parse_raw(setup, id=None, first_line_is_header=0)\n",
+      "        Parse dataset using the parse setup structure.\n",
+      "        \n",
+      "        :param setup: Result of ``h2o.parse_setup()``\n",
+      "        :param id: an id for the frame.\n",
+      "        :param first_line_is_header: -1, 0, 1 if the first line is to be used as the header\n",
+      "        \n",
+      "        :returns: an :class:`H2OFrame` object.\n",
+      "    \n",
+      "    parse_setup(raw_frames, destination_frame=None, header=0, separator=None, column_names=None, column_types=None, na_strings=None, skipped_columns=None, custom_non_data_line_markers=None)\n",
+      "        Retrieve H2O's best guess as to what the structure of the data file is.\n",
+      "        \n",
+      "        During parse setup, the H2O cluster will make several guesses about the attributes of\n",
+      "        the data. This method allows a user to perform corrective measures by updating the\n",
+      "        returning dictionary from this method. This dictionary is then fed into `parse_raw` to\n",
+      "        produce the H2OFrame instance.\n",
+      "        \n",
+      "        :param raw_frames: a collection of imported file frames\n",
+      "        :param destination_frame: The unique hex key assigned to the imported file. If none is given, a key will\n",
+      "            automatically be generated.\n",
+      "        :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n",
+      "        :param separator: The field separator character. Values on each line of the file are separated by\n",
+      "            this character. If not provided, the parser will automatically detect the separator.\n",
+      "        :param column_names: A list of column names for the file. If skipped_columns are specified, only list column names\n",
+      "             of columns that are not skipped.\n",
+      "        :param column_types: A list of types or a dictionary of column names to types to specify whether columns\n",
+      "            should be forced to a certain type upon import parsing. If a list, the types for elements that are\n",
+      "            one will be guessed. If skipped_columns are specified, only list column types of columns that are not skipped.\n",
+      "            The possible types a column may have are:\n",
+      "        \n",
+      "            - \"unknown\" - this will force the column to be parsed as all NA\n",
+      "            - \"uuid\"    - the values in the column must be true UUID or will be parsed as NA\n",
+      "            - \"string\"  - force the column to be parsed as a string\n",
+      "            - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n",
+      "              data in the optimal manner.\n",
+      "            - \"enum\"    - force the column to be parsed as a categorical column.\n",
+      "            - \"time\"    - force the column to be parsed as a time column. H2O will attempt to parse the following\n",
+      "              list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n",
+      "              \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n",
+      "              Times can also contain \"AM\" or \"PM\".\n",
+      "        \n",
+      "        :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n",
+      "            of column names to strings which are to be interpreted as missing values.\n",
+      "        :param skipped_columns: an integer lists of column indices to skip and not parsed into the final frame from the import file.\n",
+      "        :param custom_non_data_line_markers: If a line in imported file starts with any character in given string it will NOT be imported. Empty string means all lines are imported, None means that default behaviour for given format will be used\n",
+      "        \n",
+      "        :returns: a dictionary containing parse parameters guessed by the H2O backend.\n",
+      "    \n",
+      "    rapids(expr)\n",
+      "        Execute a Rapids expression.\n",
+      "        \n",
+      "        :param expr: The rapids expression (ascii string).\n",
+      "        \n",
+      "        :returns: The JSON response (as a python dictionary) of the Rapids execution.\n",
+      "    \n",
+      "    remove(x)\n",
+      "        Remove object(s) from H2O.\n",
+      "        \n",
+      "        :param x: H2OFrame, H2OEstimator, or string, or a list of those things: the object(s) or unique id(s)\n",
+      "            pointing to the object(s) to be removed.\n",
+      "    \n",
+      "    remove_all()\n",
+      "        Remove all objects from H2O.\n",
+      "    \n",
+      "    save_model(model, path='', force=False)\n",
+      "        Save an H2O Model object to disk. (Note that ensemble binary models can now be saved using this method.)\n",
+      "        \n",
+      "        :param model: The model object to save.\n",
+      "        :param path: a path to save the model at (hdfs, s3, local)\n",
+      "        :param force: if True overwrite destination directory in case it exists, or throw exception if set to False.\n",
+      "        \n",
+      "        :returns: the path of the saved model\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> path = h2o.save_model(my_model, dir=my_path)\n",
+      "    \n",
+      "    set_timezone(*args, **kwargs)\n",
+      "        Deprecated, set ``h2o.cluster().timezone`` instead.\n",
+      "    \n",
+      "    show_progress()\n",
+      "        Enable the progress bar (it is enabled by default).\n",
+      "    \n",
+      "    shutdown(*args, **kwargs)\n",
+      "        Deprecated, use ``h2o.cluster().shutdown()``.\n",
+      "    \n",
+      "    upload_custom_metric(func, func_file='metrics.py', func_name=None, class_name=None, source_provider=None)\n",
+      "        Upload given metrics function into H2O cluster.\n",
+      "        \n",
+      "        The metrics can have different representation:\n",
+      "          - method\n",
+      "          - class: needs to inherit from water.udf.CFunc2 and implement method apply(actual, predict)\n",
+      "          returning double\n",
+      "          - string: the same as in class case, but the class is given as a string\n",
+      "        \n",
+      "        :param func:  metrics representation: string, class, function\n",
+      "        :param func_file:  internal name of file to save given metrics representation\n",
+      "        :param func_name:  name for h2o key under which the given metric is saved\n",
+      "        :param class_name: name of class wrapping the metrics function\n",
+      "        :param source_provider: a function which provides a source code for given function\n",
+      "        :return: reference to uploaded metrics function\n",
+      "    \n",
+      "    upload_file(path, destination_frame=None, header=0, sep=None, col_names=None, col_types=None, na_strings=None, skipped_columns=None)\n",
+      "        Upload a dataset from the provided local path to the H2O cluster.\n",
+      "        \n",
+      "        Does a single-threaded push to H2O. Also see :meth:`import_file`.\n",
+      "        \n",
+      "        :param path: A path specifying the location of the data to upload.\n",
+      "        :param destination_frame:  The unique hex key assigned to the imported file. If none is given, a key will\n",
+      "            be automatically generated.\n",
+      "        :param header: -1 means the first line is data, 0 means guess, 1 means first line is header.\n",
+      "        :param sep: The field separator character. Values on each line of the file are separated by\n",
+      "            this character. If not provided, the parser will automatically detect the separator.\n",
+      "        :param col_names: A list of column names for the file.\n",
+      "        :param col_types: A list of types or a dictionary of column names to types to specify whether columns\n",
+      "            should be forced to a certain type upon import parsing. If a list, the types for elements that are\n",
+      "            one will be guessed. The possible types a column may have are:\n",
+      "        \n",
+      "            - \"unknown\" - this will force the column to be parsed as all NA\n",
+      "            - \"uuid\"    - the values in the column must be true UUID or will be parsed as NA\n",
+      "            - \"string\"  - force the column to be parsed as a string\n",
+      "            - \"numeric\" - force the column to be parsed as numeric. H2O will handle the compression of the numeric\n",
+      "              data in the optimal manner.\n",
+      "            - \"enum\"    - force the column to be parsed as a categorical column.\n",
+      "            - \"time\"    - force the column to be parsed as a time column. H2O will attempt to parse the following\n",
+      "              list of date time formats: (date) \"yyyy-MM-dd\", \"yyyy MM dd\", \"dd-MMM-yy\", \"dd MMM yy\", (time)\n",
+      "              \"HH:mm:ss\", \"HH:mm:ss:SSS\", \"HH:mm:ss:SSSnnnnnn\", \"HH.mm.ss\" \"HH.mm.ss.SSS\", \"HH.mm.ss.SSSnnnnnn\".\n",
+      "              Times can also contain \"AM\" or \"PM\".\n",
+      "        :param na_strings: A list of strings, or a list of lists of strings (one list per column), or a dictionary\n",
+      "            of column names to strings which are to be interpreted as missing values.\n",
+      "        :param skipped_columns: an integer lists of column indices to skip and not parsed into the final frame from the import file.\n",
+      "        \n",
+      "        :returns: a new :class:`H2OFrame` instance.\n",
+      "        \n",
+      "        :examples:\n",
+      "            >>> frame = h2o.upload_file(\"/path/to/local/data\")\n",
+      "\n",
+      "DATA\n",
+      "    __all__ = ('connect', 'init', 'api', 'connection', 'upload_file', 'laz...\n",
+      "    __buildinfo__ = \"versionFromGradle='3.24.0',projectVersion='3.24....il...\n",
+      "\n",
+      "VERSION\n",
+      "    3.24.0.1\n",
+      "\n",
+      "FILE\n",
+      "    /Users/bonnie/anaconda3/lib/python3.7/site-packages/h2o/__init__.py\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "help(h2o)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/DS/data/testPrice.csv b/DS/data/testPrice.csv
deleted file mode 100755
index 3e870fb..0000000
--- a/DS/data/testPrice.csv
+++ /dev/null
@@ -1,3919 +0,0 @@
-key,apartment_id,city,transaction_year_month,transaction_date,year_of_completion,exclusive_use_area,floor,latitude,longitude,address_by_law,total_parking_capacity_in_site,total_household_count_in_sites,apartment_building_count_in_sites,tallest_building_in_sites,lowest_building_in_sites,heat_type,heat_fuel,room_id,supply_area,total_household_count_of_area_type,room_count,bathroom_count,front_door_structure,transaction_real_price
-462533,3751,1,200912,21~31,1984,83.58,14,37.519926399999996,127.05251499999999,1168010400,375.0,375,4,15.0,15.0,district,cogeneration,6648,107.19,2,3.0,1.0,corridor,0
-764018,14029,1,201304,1~10,1968,107.17,10,37.57221524107417,126.9876432269324,1111013700,,149,1,15.0,8.0,individual,gas,46184,107.17,10,0.0,0.0,corridor,0
-813528,12304,1,201309,21~30,1968,36.17,6,37.5700674355999,127.01064037480738,1111017400,,120,4,5.0,4.0,individual,gas,45540,39.66,58,2.0,1.0,stairway,0
-845097,22241,1,201312,1~10,2007,45.67,8,37.55693760015581,126.85925484475214,1150010200,216.0,419,1,15.0,15.0,individual,gas,19069,87.11,1,3.0,2.0,stairway,0
-856338,316,1,201401,1~10,1988,41.85,4,37.652256472803785,127.08200296079096,1135010600,,210,2,5.0,5.0,individual,gas,704,56.7,90,2.0,1.0,stairway,0
-977181,14140,1,201411,1~10,1972,124.5,7,37.544317400643685,127.00148913995884,1117013100,,122,1,16.0,16.0,central,gas,46215,131.01,56,3.0,2.0,corridor,0
-1037012,18263,1,201503,1~10,2008,84.46799999999999,1,37.645003576533256,127.06778149693005,1135010600,146.0,219,4,10.0,10.0,individual,gas,15040,116.4,74,3.0,2.0,stairway,0
-1158117,1299,1,201510,21~31,1983,143.95,1,37.5101436250961,127.01173124262036,1165010600,,112,1,14.0,14.0,district,cogeneration,26105,155.6,112,4.0,2.0,stairway,0
-1204038,34895,1,201603,1~10,2010,84.78,24,37.57379913330078,126.89099884033205,1144012700,318.0,240,2,33.0,30.0,district,cogeneration,145659,118.6,58,2.0,2.0,stairway,0
-1204146,710,1,201603,1~10,1989,59.22,8,37.63370157637949,127.06786639508353,1135010400,540.0,1880,15,15.0,6.0,central,gas,1901,85.12,106,3.0,1.0,corridor,0
-1253422,26888,0,201606,1~10,1980,64.53,1,35.115673065185554,129.02323913574222,2614010200,7.0,101,4,6.0,2.0,individual,gas,58628,82.65,40,3.0,1.0,stairway,0
-1369751,3581,0,201702,1~10,1993,84.87,5,35.06984622087218,128.97800977389178,2638010500,52.0,118,1,21.0,18.0,individual,gas,30471,105.38,76,3.0,2.0,stairway,0
-1379723,11908,1,201703,1~10,2005,181.51,5,37.515753401632686,127.06276435403801,1168010500,240.0,112,4,15.0,6.0,individual,gas,45171,205.27,48,4.0,2.0,stairway,0
-1389544,26553,0,201704,11~20,1984,64.52,3,35.14624914836931,129.0082080460082,2653010600,,110,2,5.0,5.0,individual,-,58482,71.72,20,3.0,1.0,stairway,0
-1394472,36531,0,201704,1~10,2017,84.9972,23,35.183155600000006,129.113972,2647010200,624.0,529,6,25.0,29.0,individual,,150241,112.49,240,3.0,2.0,stairway,0
-1395869,9344,0,201704,21~30,1985,76.5,3,35.187516322813856,129.0683237986119,2647010100,,105,4,5.0,5.0,individual,gas,40469,90.18,15,3.0,1.0,stairway,0
-1411847,10434,0,201705,21~31,1993,67.96,5,35.123220603206136,129.11569407311856,2629010700,,108,3,6.0,6.0,individual,gas,42921,79.09,48,3.0,1.0,corridor,0
-1419442,3542,0,201705,21~31,1989,82.345,2,35.191291828307634,128.99324490479808,2653010200,87.0,174,3,6.0,6.0,individual,gas,30295,98.3,66,3.0,1.0,stairway,0
-1435592,3418,0,201706,21~30,1985,75.36,8,35.22050213980677,129.09139587280137,2641010900,,156,1,13.0,13.0,individual,gas,29812,92.48,52,3.0,1.0,stairway,0
-1436429,17385,0,201706,21~30,1994,84.96,8,35.17096840902282,129.15568430871986,2635010500,73.0,113,1,19.0,7.0,individual,gas,50403,106.01,65,3.0,2.0,stairway,0
-1438962,3713,1,201707,11~20,1970,49.59,6,37.52974079522804,126.95328450037451,1117012900,,228,6,7.0,7.0,individual,gas,6579,49.59,60,2.0,1.0,stairway,0
-1444406,6609,1,201707,1~10,2002,84.78,4,37.51262261669772,127.01651838923875,1165010600,132.0,107,1,15.0,6.0,individual,gas,34886,107.46,92,3.0,2.0,stairway,0
-1445883,1297,1,201707,1~10,1983,50.64,5,37.520025663266004,127.01334814084564,1165010600,182.0,182,1,13.0,8.0,district,cogeneration,3538,55.0,144,2.0,1.0,corridor,0
-1450094,695,1,201707,21~31,1970,59.5,5,37.52705261213795,126.95432245159394,1117012900,,190,9,6.0,6.0,individual,gas,25896,59.5,90,3.0,1.0,stairway,0
-1452779,65,1,201707,21~31,1980,105.47,5,37.47655466102801,126.99971962537808,1165010100,630.0,450,7,10.0,10.0,central,gas,165,114.52,180,3.0,1.0,corridor,0
-1458536,9220,0,201708,11~20,1992,84.51,2,35.23094602349786,129.094857782031,2641010900,,153,1,15.0,13.0,individual,gas,40006,101.51,26,3.0,2.0,stairway,0
-1459610,2874,1,201708,1~10,1988,38.52,3,37.6638821,127.06236899999999,1135010500,,830,18,5.0,5.0,individual,gas,147153,43.92,230,2.0,1.0,stairway,0
-1460129,23946,0,201708,1~10,1986,45.18,1,35.08025404022866,129.01038633691059,2638010800,,176,4,5.0,4.0,individual,gas,57351,54.86,5,2.0,1.0,stairway,0
-1462023,23063,0,201708,1~10,2013,84.8439,6,35.19160774771905,129.11318500805552,2626010200,176.0,163,3,15.0,15.0,individual,gas,56708,110.72,43,3.0,2.0,stairway,0
-1462947,21727,1,201708,21~31,2013,59.99,4,37.61307907104492,126.93356323242188,1138010300,693.0,588,9,18.0,8.0,individual,gas,18759,83.61,35,3.0,1.0,stairway,0
-1463225,3888,0,201708,21~31,1990,143.51,2,35.092125314534734,128.96949121587463,2638010400,505.0,505,4,15.0,10.0,individual,gas,31049,166.14,90,4.0,2.0,stairway,0
-1463595,12094,0,201708,21~31,2000,84.72,12,35.181725995469996,129.0548518751538,2623010700,62.0,104,1,14.0,10.0,individual,gas,45303,102.24,67,3.0,2.0,stairway,0
-1473795,34444,1,201709,21~30,2013,59.61,2,37.4906005859375,126.83899688720705,1153010800,63.0,101,2,7.0,4.0,individual,gas,145304,78.55,13,1.0,1.0,stairway,0
-1474416,16832,1,201709,21~30,2007,84.89299999999999,11,37.54771545827802,126.94060823277887,1144010800,195.0,165,3,15.0,15.0,individual,gas,49539,105.96,90,3.0,2.0,stairway,0
-1480440,5056,1,201710,21~31,1989,78.39,8,37.50948772433283,127.01141897311639,1165010600,,110,1,15.0,9.0,district,cogeneration,32756,98.02,77,3.0,2.0,stairway,0
-1482449,9113,0,201710,21~31,1988,84.63,2,35.15326694057512,129.1083524404963,2650010400,,108,2,6.0,6.0,individual,gas,39838,96.95,24,3.0,1.0,stairway,0
-1484643,19240,0,201711,11~20,2005,70.23,20,35.20673059591183,129.07181074292728,2626010800,122.0,100,1,20.0,19.0,individual,gas,53296,87.07,2,3.0,2.0,stairway,0
-1484823,893,1,201711,11~20,1979,127.15,12,37.4902033236189,127.02843154002993,1165010800,785.0,786,11,15.0,12.0,district,cogeneration,2369,139.53,192,4.0,2.0,stairway,0
-1488114,11113,0,201711,11~20,2003,84.6869,12,35.234539682962826,129.09361464184244,2641010900,139.0,153,4,20.0,10.0,individual,gas,43750,110.27,98,3.0,2.0,stairway,0
-1488682,27033,0,201711,1~10,1986,48.96,1,35.17894608873118,129.1273143450498,2635010400,,108,3,5.0,4.0,individual,gas,58728,55.44,19,2.0,1.0,stairway,0
-1489423,9307,0,201711,1~10,1982,56.2,2,35.08974055012233,129.0041416695893,2638010800,,210,5,5.0,5.0,individual,gas,40295,62.81,50,3.0,1.0,stairway,0
-1489927,16286,0,201711,1~10,1993,58.12,9,35.25298165193851,129.21892521260636,2671025022,55.0,100,1,11.0,9.0,individual,gas,48713,78.88,9,3.0,1.0,stairway,0
-1491157,12003,0,201711,1~10,1993,69.88,11,35.146423546663925,129.05455181908548,2623010400,57.0,142,1,15.0,12.0,individual,gas,45225,82.82,30,2.0,1.0,stairway,0
-1492227,9961,0,201711,21~30,1985,59.58,4,35.20233695664683,129.05593324340055,2626010900,220.0,140,3,5.0,5.0,individual,gas,42151,68.68,15,3.0,1.0,corridor,0
-1492253,3600,0,201711,21~30,1996,59.78,19,35.20620811779115,129.1281000885779,2635010300,355.0,355,2,20.0,19.0,individual,gas,30555,78.12,276,2.0,1.0,stairway,0
-1492303,17188,0,201711,21~30,1980,56.79,3,35.10156232355664,129.00162827093058,2638010100,85.0,134,4,5.0,4.0,individual,gas,50078,65.59,15,2.0,1.0,mixed,0
-1494288,1304,1,201711,21~30,1984,117.06,4,37.51485068449615,127.00933852890422,1165010600,,169,2,13.0,13.0,district,gas,26117,126.22,78,4.0,2.0,corridor,0
-1495418,10924,1,201711,21~30,2005,136.224,11,37.48336904090218,127.0142054300096,1165010800,118.0,141,2,15.0,10.0,individual,gas,43413,159.91,22,4.0,2.0,stairway,0
-1496368,9350,0,201712,11~20,1991,83.41,14,35.18275222492554,129.10194865396966,2647010200,200.0,188,3,15.0,10.0,individual,gas,40506,103.67,90,3.0,1.0,stairway,0
-1496808,1566,0,201712,11~20,1996,57.0,5,35.18366305285713,129.10823305439914,2647010200,187.0,181,1,19.0,9.0,individual,gas,26435,78.34,111,3.0,2.0,corridor,0
-1497393,16980,0,201712,11~20,1984,71.43,2,35.20183419184259,129.07230993718085,2626010800,,100,2,5.0,5.0,individual,gas,49780,86.61,5,3.0,2.0,stairway,0
-1498333,34,1,201712,11~20,1985,83.86,2,37.48688812581616,127.04889592578668,1168011800,930.0,620,8,9.0,9.0,district,cogeneration,91,103.93,216,3.0,1.0,stairway,0
-1498879,1619,1,201712,11~20,1982,153.32,7,37.52530458340696,127.02009602375124,1168011000,386.0,322,3,14.0,14.0,district,cogeneration,4120,163.87,48,3.0,2.0,stairway,0
-1499555,17704,0,201712,11~20,2007,84.9453,14,35.19365287726057,129.08064719960777,2647010100,195.0,142,2,25.0,24.0,individual,gas,50924,111.23,94,3.0,2.0,stairway,0
-1499565,37086,0,201712,11~20,2017,64.7547,14,35.174505200000006,129.090579,2647010200,0.0,158,1,27.0,27.0,,,152701,84.47,89,3.0,2.0,stairway,0
-1499967,4385,1,201712,1~10,2000,117.77,4,37.523157981131355,126.9912758334031,1117013300,167.0,123,1,19.0,14.0,individual,gas,31644,146.82,27,4.0,2.0,stairway,0
-1500689,12452,0,201712,1~10,1962,36.4,5,35.13671612297911,129.05157841670905,2617010300,,308,4,5.0,5.0,individual,-,45729,36.4,176,3.0,2.0,stairway,0
-1502166,1301,1,201712,1~10,1983,118.89,1,37.51166848481464,127.00724791092304,1165010600,,132,1,12.0,12.0,district,cogeneration,26112,128.87,8,3.0,2.0,stairway,0
-1503369,15439,0,201712,1~10,2004,84.6425,9,35.212933159485814,129.09947645831588,2641011000,217.0,212,1,20.0,13.0,individual,gas,47782,105.78,72,3.0,2.0,stairway,0
-1503614,22247,1,201712,1~10,2011,59.97,11,37.554658963409366,126.74646287321998,2824510900,413.0,376,8,15.0,10.0,individual,gas,21243,80.09,85,3.0,2.0,stairway,0
-1503634,4003,1,201712,21~31,1984,127.22,7,37.49357115336375,127.04601900593023,1168011800,144.0,144,2,12.0,12.0,individual,gas,31167,137.85,144,4.0,2.0,stairway,0
-1504637,34475,0,201712,21~31,1991,35.82,2,35.202301025390625,129.13600158691406,2635010300,0.0,100,2,5.0,5.0,individual,gas,145372,45.41,100,2.0,1.0,stairway,0
-1508055,12582,0,201801,11~20,1987,84.39,1,35.14978294589139,129.02588528167482,2623011000,,150,3,5.0,5.0,individual,gas,45828,96.93,20,3.0,2.0,stairway,0
-1508425,9959,0,201801,11~20,1997,59.94,10,35.20225437073081,128.99975776755113,2632010500,105.0,164,1,20.0,13.0,individual,gas,42141,82.4,93,2.0,1.0,corridor,0
-1509930,3515,0,201801,11~20,1989,84.69,3,35.1955955,129.116836,2635010300,390.0,120,4,5.0,5.0,individual,gas,30157,103.19,110,3.0,2.0,stairway,0
-1510222,20059,1,201801,11~20,2009,84.95,4,37.537235176998294,127.05910285261801,1120011500,143.0,114,3,13.0,12.0,individual,gas,54282,113.5,0,3.0,2.0,stairway,0
-1510886,3558,0,201801,11~20,1993,81.36,5,35.187569327270424,128.99317591634812,2653010200,75.0,150,1,15.0,9.0,individual,gas,30364,97.56,84,3.0,1.0,stairway,0
-1512785,9451,1,201801,11~20,1984,134.16,2,37.518446600000004,127.10349099999999,1171010200,,120,2,12.0,12.0,central,gas,40883,157.08,120,4.0,2.0,stairway,0
-1513442,15913,1,201801,11~20,2007,121.3166,3,37.481298250934145,126.97369738926572,1159010700,145.0,111,2,12.0,12.0,individual,gas,48220,140.74,23,4.0,2.0,stairway,0
-1514959,100,1,201801,1~10,1984,146.63,7,37.500431368156974,127.00071473051884,1165010700,55.0,108,2,10.0,10.0,district,cogeneration,25585,161.11,20,4.0,2.0,stairway,0
-1516485,732,1,201801,1~10,1992,84.93,11,37.52586129597371,127.00185078469632,1117013600,226.0,226,2,15.0,8.0,individual,gas,1966,112.4,226,3.0,2.0,stairway,0
-1516737,5711,1,201801,1~10,2001,84.01,2,37.539265125153996,127.05728502082277,1120011500,146.0,146,2,19.0,5.0,individual,gas,33869,109.16,10,3.0,2.0,stairway,0
-1517181,5718,0,201801,1~10,1994,57.06,5,35.122323076301264,129.0815642475305,2629011100,200.0,269,1,23.0,10.0,individual,gas,33886,69.23,115,3.0,1.0,stairway,0
-1517574,1622,1,201801,1~10,1978,161.9,9,37.529156414321314,127.03816675906687,1168011000,156.0,312,5,13.0,13.0,central,gas,146997,176.43,104,5.0,2.0,stairway,0
-1517617,10778,1,201801,1~10,1977,82.23,2,37.53190177425361,127.02856954984676,1168011000,448.0,224,2,14.0,14.0,district,cogeneration,12387,113.96,224,3.0,1.0,corridor,0
-1518205,27834,0,201801,1~10,2011,84.963,15,35.121283586542866,129.04459719733592,2617010100,275.0,270,2,37.0,37.0,individual,gas,95766,103.82,68,3.0,2.0,stairway,0
-1518325,18541,0,201801,1~10,2011,84.9763,18,35.16328985756678,129.171063981788,2635010600,241.0,183,2,29.0,18.0,district,cogeneration,52254,110.67,57,3.0,2.0,stairway,0
-1518371,33548,0,201801,1~10,2016,74.8487,8,35.24509811401367,129.08500671386722,2641010700,202.0,161,2,23.0,16.0,individual,gas,92610,98.5,46,3.0,2.0,stairway,0
-1518537,568,1,201801,1~10,1982,105.75,3,37.50063958155752,127.01393728378164,1165010700,424.0,424,6,13.0,10.0,district,cogeneration,1487,114.74,18,0.0,0.0,stairway,0
-1519091,1295,1,201801,21~31,1983,52.32,9,37.5174734,127.010123,1165010600,,396,2,11.0,11.0,district,cogeneration,3531,58.03,308,2.0,1.0,corridor,0
-1519299,34542,0,201801,21~31,1994,49.86,5,35.3218994140625,129.19500732421878,2671025625,64.0,100,2,5.0,5.0,individual,gas,145483,59.59,100,3.0,1.0,stairway,0
-1521024,3769,1,201801,21~31,1992,82.13,16,37.500524971648396,127.14598611121085,1171011400,122.0,122,1,16.0,10.0,individual,gas,30879,106.1,58,3.0,2.0,stairway,0
-1521186,36952,1,201801,21~31,2017,84.75,9,37.5237579345703,126.90705871581999,1156010800,1398.0,1221,7,35.0,29.0,individual,gas,152160,115.55,172,3.0,2.0,stairway,0
-1521238,9397,0,201801,21~31,1991,84.86,1,35.170806080358524,129.15650091832293,2635010500,,267,2,15.0,12.0,individual,gas,40737,102.28,250,3.0,2.0,stairway,0
-1521890,11206,0,201801,21~31,2004,84.82,12,35.19760356667676,129.08336960695846,2626010600,104.0,148,2,15.0,12.0,individual,gas,43857,99.82,27,3.0,2.0,stairway,0
-1522679,24631,1,201801,21~31,2015,84.99,2,37.553464139564994,126.95814960187691,1144010100,1544.0,1164,18,21.0,11.0,central,cogeneration,19683,113.11,46,3.0,2.0,stairway,0
-1522803,860,1,201801,21~31,1996,59.37,3,37.514765937018645,127.11894392588032,1171011100,158.0,140,2,21.0,20.0,individual,gas,25957,75.02,80,3.0,1.0,corridor,0
-1522890,12206,0,201801,21~31,1987,71.04,2,35.090985309921564,128.99861548421708,2638010800,,142,3,6.0,5.0,individual,gas,45462,85.45,10,2.0,2.0,stairway,0
-1523822,25169,0,201801,21~31,2014,80.5341,24,35.17030467685173,129.17365611267635,2635010600,163.0,147,2,28.0,20.0,district,cogeneration,58114,109.16,145,3.0,2.0,stairway,0
-1523851,36907,0,201801,21~31,2017,72.0405,9,35.1018146,128.995892,2638010100,166.0,123,3,20.0,15.0,,,151786,93.19,16,3.0,2.0,stairway,0
-1524011,36502,0,201801,21~31,2017,84.9605,8,35.147539200000004,129.069526,2629010900,240.0,224,5,20.0,14.0,individual,,150247,115.54,63,3.0,2.0,stairway,0
-1524567,34724,0,201802,11~20,1962,36.36,2,35.12760162353516,129.03999328613278,2617010200,0.0,1104,17,5.0,5.0,individual,gas,145633,39.67,1104,2.0,1.0,-,0
-1524690,17034,1,201802,11~20,2005,84.99,4,37.56551697783385,127.06996412735776,1123010600,121.0,106,1,14.0,7.0,individual,gas,49869,111.73,11,3.0,2.0,stairway,0
-1525694,12130,1,201802,11~20,2005,84.98,5,37.57504598466857,126.90444761287465,1141011900,124.0,111,2,13.0,5.0,individual,gas,45339,109.13,44,3.0,2.0,stairway,0
-1527845,9352,0,201802,1~10,1993,80.25,16,35.18331005714854,129.1017917917525,2647010200,55.0,113,1,20.0,10.0,individual,gas,40509,99.66,20,3.0,1.0,stairway,0
-1528230,5688,0,201802,1~10,1992,84.96,15,35.211746569060544,129.02311532489804,2632010400,77.0,180,1,15.0,15.0,individual,gas,33843,102.66,60,3.0,2.0,stairway,0
-1529047,14563,1,201802,1~10,2006,157.56,3,37.49160413550485,126.98483864099809,1165010100,237.0,138,2,15.0,9.0,individual,gas,46585,199.17,12,4.0,2.0,stairway,0
-1529083,3589,0,201802,1~10,1993,83.16,6,35.19118042802265,129.06969447414258,2647010100,46.0,144,2,24.0,12.0,individual,gas,30524,100.06,72,3.0,1.0,stairway,0
-1529393,9246,0,201802,1~10,2000,59.99,10,35.150994306517056,129.08973352550652,2629010600,191.0,239,1,24.0,13.0,individual,gas,40056,82.46,77,3.0,1.0,corridor,0
-1530630,7700,1,201802,1~10,2003,84.98,9,37.541956840802015,127.05041643301242,1120011400,173.0,159,3,17.0,13.0,individual,gas,36908,107.95,27,3.0,2.0,stairway,0
-1532330,10137,0,201802,1~10,2005,84.9652,20,35.171289045272076,129.15528890973152,2635010500,341.0,335,3,25.0,18.0,individual,gas,42332,109.43,100,3.0,2.0,mixed,0
-1532536,6252,1,201802,1~10,2003,92.93,9,37.480998333705784,127.00500181765094,1165010100,160.0,126,5,11.0,8.0,individual,gas,34418,114.51,45,3.0,2.0,corridor,0
-1532691,25050,1,201802,1~10,2014,84.92,12,37.568421825181716,126.81842947299282,1150010500,273.0,237,4,13.0,6.0,district,cogeneration,19873,119.24,48,3.0,2.0,stairway,0
-1532798,5569,1,201802,1~10,2001,35.38,9,37.5113933757474,127.01835497289555,1165010600,168.0,168,3,12.0,5.0,individual,gas,33637,51.0,83,1.0,1.0,corridor,0
-1533059,4359,1,201802,21~28,1998,59.97,6,37.454597987911896,126.90664899926041,1154510300,,123,1,15.0,7.0,individual,gas,31608,83.53,64,3.0,1.0,corridor,0
-1533199,25029,0,201802,21~28,2002,60.72,4,35.09523392396626,129.04130614515296,2620011500,83.0,123,1,15.0,14.0,individual,gas,58089,71.51,22,3.0,1.0,mixed,0
-1533221,768,0,201802,21~28,1996,57.9,16,35.17282294474127,129.16830162549624,2635010700,339.0,330,7,20.0,17.0,district,cogeneration,25920,76.27,148,3.0,1.0,stairway,0
-1533585,12472,1,201802,21~28,1966,28.8,2,37.572268970644004,127.0151867521438,1111017400,,131,1,6.0,6.0,individual,gas,45731,28.8,129,3.0,2.0,stairway,0
-1533643,16878,0,201802,21~28,2010,150.21,25,35.155038416174676,129.14541058037406,2635010500,294.0,100,1,30.0,23.0,individual,gas,166438,186.2,42,3.0,4.0,stairway,0
-1533644,15362,0,201802,21~28,1985,62.64,5,35.09516574171407,128.99561669500142,2638010100,,100,2,5.0,5.0,individual,gas,47681,73.46,20,3.0,2.0,stairway,0
-1534976,25051,1,201802,21~28,2014,84.85,9,37.56891668623279,126.82392495259779,1150010500,594.0,420,7,15.0,8.0,district,cogeneration,19878,114.48,50,3.0,2.0,stairway,0
-1535525,38653,1,201802,21~28,2005,35.905,6,37.52370071411129,127.04605102539101,1168010400,142.0,191,1,27.0,27.0,individual,gas,165015,47.86,160,1.0,1.0,stairway,0
-1535615,10427,0,201802,21~28,1981,59.07,2,35.13403207736865,129.0747758575279,2629010900,100.0,100,5,5.0,2.0,individual,gas,42882,68.2,12,3.0,1.0,stairway,0
-1535816,14580,0,201802,21~28,2004,84.9056,15,35.24758112741971,129.21839132800534,2671025021,150.0,148,2,20.0,15.0,individual,gas,46619,112.01,128,3.0,2.0,stairway,0
-1536408,37354,1,201802,21~28,2018,59.98,2,37.5546455383301,127.02276611328101,1120010900,1547.0,1330,17,21.0,8.0,individual,gas,154032,86.89,268,3.0,2.0,stairway,0
-1536582,12482,0,201802,21~28,1992,84.08,10,35.208026883174156,129.10613994334386,2626010100,,149,2,15.0,14.0,individual,gas,45755,99.77,1,3.0,1.0,stairway,0
-1536729,7147,1,201803,11~20,1999,84.88,11,37.56449088001066,126.910256270432,1144012500,113.0,112,1,17.0,17.0,individual,gas,35877,114.33,16,3.0,2.0,corridor,0
-1537181,36171,1,201803,11~20,2017,39.3,13,37.6394807,126.918264,1138011400,78.0,99,1,16.0,16.0,individual,gas,150199,59.36,1,2.0,1.0,stairway,0
-1538325,10376,0,201803,11~20,2006,84.8034,18,35.17552365081993,129.05541571374502,2623010600,194.0,191,3,23.0,19.0,individual,gas,42774,110.29,38,3.0,2.0,stairway,0
-1538689,9876,0,201803,11~20,2005,84.6885,7,35.168842644127864,129.04742486281916,2623010600,173.0,176,4,20.0,10.0,individual,gas,42051,108.17,76,3.0,2.0,stairway,0
-1538712,9223,0,201803,11~20,2006,83.88,5,35.23884286467535,129.08028099317292,2641010800,71.0,190,1,15.0,15.0,individual,gas,40017,99.9,103,3.0,2.0,mixed,0
-1539848,12090,0,201803,11~20,1995,59.9,7,35.19915393249017,129.08982945681336,2626010400,116.0,144,1,15.0,6.0,individual,gas,45294,75.35,57,3.0,1.0,stairway,0
-1540085,15274,0,201803,11~20,1969,36.36,4,35.077536933577896,129.04674088147044,2620011100,80.0,240,4,5.0,5.0,individual,-,47596,36.36,240,2.0,1.0,corridor,0
-1540468,7735,1,201803,11~20,2006,125.04299999999999,14,37.59127673400409,127.011648854614,1129010800,284.0,236,2,25.0,21.0,individual,gas,93714,151.11,44,4.0,2.0,stairway,0
-1540617,6434,1,201803,1~10,2003,84.98,14,37.53096909069801,126.86709648261908,1147010200,143.0,119,1,15.0,11.0,individual,gas,34606,108.33,90,3.0,2.0,stairway,0
-1541073,38129,1,201803,1~10,2017,59.85,7,37.5068969726563,127.135704040527,1171011200,612.0,575,5,20.0,20.0,individual,gas,159136,88.23,2,3.0,2.0,stairway,0
-1541203,13672,0,201803,1~10,1983,67.83,5,35.177982257068216,129.05391467982346,2623010700,,175,3,5.0,3.0,individual,gas,45935,77.97,22,3.0,1.0,stairway,0
-1541415,5584,1,201803,1~10,1999,47.43,7,37.58596505640614,127.00023096787315,1111017100,163.0,136,1,8.0,4.0,individual,gas,91120,65.63,46,1.0,1.0,corridor,0
-1541646,9410,0,201803,1~10,1992,84.98,5,35.18682963186317,129.12996110901716,2635010400,105.0,180,1,15.0,10.0,individual,gas,40766,107.48,148,3.0,2.0,mixed,0
-1541762,9300,0,201803,1~10,1984,70.29,2,35.202437447600715,129.05786808864326,2626010900,210.0,210,4,5.0,5.0,individual,gas,40252,81.78,20,3.0,1.0,stairway,0
-1541870,10435,0,201803,1~10,1988,58.26,5,35.114465760540824,129.11482277449102,2629010700,116.0,114,2,6.0,6.0,individual,gas,42929,69.65,6,3.0,1.0,stairway,0
-1542015,36919,1,201803,1~10,2017,59.94,18,37.5547245,126.963275,1114017400,1544.0,1341,14,25.0,6.0,individual,gas,151852,84.33,278,3.0,2.0,stairway,0
-1542071,4010,1,201803,1~10,1996,41.95,3,37.49197531838717,127.03300054338057,1168010100,154.0,216,1,12.0,10.0,individual,gas,7133,60.71,11,1.0,1.0,corridor,0
-1542353,19353,1,201803,1~10,2010,84.83,5,37.50666748534678,126.96218851617633,1159010500,324.0,154,1,20.0,9.0,individual,gas,166502,108.2,28,3.0,2.0,stairway,0
-1542447,7118,1,201803,1~10,1997,57.33,15,37.5412698062232,127.12588375421507,1174010900,,190,1,20.0,20.0,individual,gas,165957,88.15,44,3.0,1.0,corridor,0
-1542578,152,1,201803,1~10,1988,60.54,3,37.484191100000004,126.850866,1153010700,,205,3,5.0,5.0,individual,gas,370,78.24,5,3.0,1.0,stairway,0
-1542588,4175,0,201803,1~10,1993,121.05,17,35.20805044561149,129.067562172642,2626010800,200.0,252,2,20.0,7.0,individual,gas,31377,151.56,40,4.0,2.0,stairway,0
-1543311,18949,0,201803,1~10,2006,59.5022,2,35.11365076894016,129.03527738366256,2611010100,104.0,111,1,18.0,13.0,individual,gas,52932,78.77,14,3.0,1.0,stairway,0
-1543317,3597,0,201803,1~10,1996,76.095,6,35.071156077019054,129.07518634283704,2620012100,,174,2,15.0,9.0,individual,gas,30550,93.74,28,3.0,1.0,stairway,0
-1544009,12353,0,201803,1~10,2003,65.972,1,35.179622174209065,129.06959010394908,2647010100,,114,1,19.0,19.0,individual,gas,147903,81.59,38,3.0,1.0,stairway,0
-1544136,9359,0,201803,1~10,1983,43.2,12,35.17899381637328,129.0795446261334,2647010200,,189,1,12.0,9.0,individual,gas,40550,50.99,23,1.0,1.0,stairway,0
-1544179,12029,1,201803,1~10,2005,84.95,7,37.49726127071175,126.91442595535796,1156013200,253.0,164,2,15.0,10.0,individual,gas,45248,107.22,81,3.0,2.0,stairway,0
-1544293,1520,0,201803,1~10,1991,58.41,1,35.22271609260981,129.09780889893884,2641010900,1300.0,1288,8,15.0,15.0,individual,gas,26226,76.99,90,3.0,1.0,corridor,0
-1544373,15441,0,201803,1~10,1985,46.17,2,35.20154032584726,129.05614591214558,2626010900,220.0,160,4,5.0,5.0,individual,gas,47783,55.71,15,2.0,1.0,stairway,0
-1544421,3961,1,201803,1~10,1999,84.97,9,37.619859656999104,127.07251604126728,1135010300,,152,1,16.0,10.0,individual,gas,31119,108.77,63,3.0,2.0,stairway,0
-1544433,15165,1,201803,1~10,2004,84.4121,5,37.5529037207207,126.83873350002372,1150010600,192.0,194,4,11.0,6.0,individual,gas,47462,102.82,37,3.0,2.0,stairway,0
-1544922,24243,1,201803,1~10,2015,84.64,11,37.55036544799805,126.91265106201172,1144012200,575.0,198,2,37.0,37.0,individual,gas,97356,111.53,66,3.0,2.0,stairway,0
-1544958,1136,1,201803,1~10,1992,110.18,10,37.52524292800594,127.05521989809318,1168010400,143.0,108,1,19.0,19.0,individual,gas,26050,137.1,36,4.0,2.0,stairway,0
-1545411,3712,1,201803,21~31,1971,59.44,2,37.52351888017085,126.95924328558077,1117012900,146.0,146,4,8.0,5.0,individual,gas,30799,59.44,6,3.0,1.0,stairway,0
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-1604050,1013,1,201809,21~30,1995,37.67,1,37.56236253032433,126.84836542054994,1150010200,680.0,566,5,15.0,15.0,district,cogeneration,2661,55.51,149,2.0,1.0,corridor,0
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-1604055,3703,1,201809,21~30,1988,71.89,5,37.64789053116172,127.06079494604792,1135010500,,2064,24,15.0,5.0,district,cogeneration,6558,78.22,97,3.0,1.0,stairway,0
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-1604070,371,1,201809,21~30,1977,89.26,5,37.52600067430999,126.93263403085159,1156011000,156.0,312,2,12.0,12.0,district,cogeneration,959,97.06,121,3.0,1.0,corridor,0
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-1604082,8461,1,201809,21~30,1998,84.97,11,37.4836560202993,126.93734391265976,1162010200,,156,1,17.0,13.0,individual,gas,38573,99.96,68,3.0,2.0,stairway,0
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-1604087,4353,1,201809,21~30,1998,48.92,7,37.556412572499795,126.959202742256,1144010100,173.0,208,2,22.0,20.0,individual,gas,147406,64.63,88,2.0,1.0,stairway,0
-1604089,5343,1,201809,21~30,1994,84.83,19,37.597926112586286,126.90710888745231,1138010900,273.0,380,3,19.0,13.0,individual,gas,147483,103.34,380,3.0,2.0,stairway,0
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-1604093,828,1,201809,21~30,1999,84.93,21,37.65144134280255,127.07193935058686,1135010600,258.0,250,2,23.0,7.0,individual,gas,2193,109.93,144,3.0,2.0,stairway,0
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-1604103,9474,0,201809,21~30,1993,124.41,1,35.212135356217864,129.01536839272268,2632010400,239.0,280,1,20.0,20.0,individual,gas,40991,158.37,60,4.0,2.0,stairway,0
-1604104,9302,0,201809,21~30,1986,84.9,5,35.20135669560779,129.0751435229218,2626010900,,160,4,5.0,5.0,individual,gas,40270,101.24,10,4.0,2.0,stairway,0
-1604106,4207,1,201809,21~30,2000,84.65,6,37.56367490333814,126.8157924500495,1150010800,119.0,111,2,16.0,8.0,individual,gas,31422,112.33,44,3.0,2.0,stairway,0
-1604107,356,1,201809,21~30,1988,53.46,6,37.513224693690745,126.86232306275116,1147010100,873.0,1860,26,15.0,5.0,district,cogeneration,811,68.38,236,2.0,1.0,stairway,0
-1604108,208,1,201809,21~30,1992,84.89,11,37.51757652083105,126.87359047704169,1147010100,219.0,210,2,15.0,15.0,district,cogeneration,519,100.85,210,3.0,2.0,stairway,0
-1604109,2721,1,201809,21~30,1999,49.6,4,37.62349981430436,127.08318568498656,1135010300,1239.0,1676,21,15.0,10.0,district,cogeneration,5675,69.32,1166,2.0,1.0,corridor,0
-1604110,1412,1,201809,21~30,1988,72.2,8,37.6368486609804,127.06638280483796,1135010400,300.0,1320,12,15.0,15.0,central,gas,3847,87.78,14,2.0,1.0,stairway,0
-1604111,3699,1,201809,21~30,1997,113.92,4,37.673835531124546,127.0601314560192,1135010500,270.0,290,2,16.0,12.0,individual,gas,6539,142.15,61,4.0,2.0,stairway,0
-1604112,22637,1,201809,21~30,2014,84.92,9,37.57046508789063,127.02467346191406,1120010100,1453.0,1148,14,25.0,6.0,individual,gas,19225,109.93,305,3.0,2.0,stairway,0
-1604113,19898,1,201810,11~20,2011,133.98,12,37.558259875641106,126.98192327179159,1114012100,861.0,386,2,32.0,32.0,central,gas,95349,184.76,108,3.0,2.0,,0
-1604115,34608,0,201810,11~20,1981,54.2,2,35.151199340820305,129.0469970703125,2623010400,0.0,159,4,5.0,5.0,individual,gas,145611,67.52,25,3.0,2.0,stairway,0
-1604116,310,1,201810,11~20,1995,77.14,12,37.47135888878137,127.02356792522042,1165010300,281.0,330,5,15.0,12.0,central,gas,691,96.98,198,3.0,1.0,stairway,0
-1604117,1355,1,201810,11~20,1985,69.87,2,37.501514070871565,126.86132221791513,1153010600,290.0,290,3,10.0,10.0,individual,gas,3683,93.7,90,3.0,1.0,corridor,0
-1604123,12213,0,201810,11~20,1992,80.13,5,35.129799354960824,128.9758566202459,2653010800,78.0,156,3,6.0,6.0,individual,gas,45477,93.99,72,3.0,1.0,stairway,0
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-1604125,5681,0,201810,11~20,1995,59.12,4,35.205020821394406,129.05835928733143,2626010800,250.0,183,1,22.0,11.0,individual,gas,33824,79.94,69,3.0,1.0,corridor,0
-1604126,3528,0,201810,11~20,1994,56.88,16,35.163103535210155,129.02623762154096,2623011100,384.0,340,3,20.0,20.0,individual,gas,30231,79.86,340,3.0,1.0,corridor,0
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-1604132,3561,0,201810,11~20,1999,59.85,18,35.12857855043453,128.97909596878358,2653010800,753.0,741,6,25.0,19.0,individual,gas,30372,79.37,441,3.0,1.0,stairway,0
-1604134,10418,0,201810,11~20,1994,59.94,1,35.269152920956905,129.09432495100054,2641010400,104.0,207,1,25.0,6.0,individual,gas,42822,77.49,25,3.0,1.0,stairway,0
-1604135,9331,0,201810,11~20,2001,59.92,20,35.09018547499398,128.97594410562917,2638010400,193.0,176,1,25.0,6.0,individual,gas,40410,82.65,88,3.0,1.0,stairway,0
-1604138,37096,0,201810,11~20,2017,84.9552,20,35.0813789367676,128.985336303711,2638010700,1013.0,946,8,29.0,27.0,,,152743,112.01,309,3.0,2.0,stairway,0
-1604141,13706,0,201810,11~20,1998,26.94,24,35.13679585073797,129.09952003617195,2629010600,115.0,118,1,24.0,20.0,individual,gas,168630,36.78,5,1.0,1.0,stairway,0
-1604142,9255,0,201810,11~20,1993,62.1,20,35.119081859408226,129.11799990770456,2629010700,98.0,218,1,25.0,5.0,individual,gas,40093,85.53,94,3.0,1.0,stairway,0
-1604146,13671,0,201810,11~20,1984,84.3,7,35.170162925408306,129.05183907732814,2623010600,117.0,116,1,15.0,15.0,individual,gas,45925,111.02,72,3.0,1.0,corridor,0
-1604147,13939,0,201810,11~20,1982,66.08,4,35.14752770033376,129.03290831639066,2623011000,,125,3,5.0,5.0,individual,gas,46078,72.57,10,3.0,1.0,stairway,0
-1604149,9417,0,201810,11~20,1975,39.67,3,35.1464681668554,129.01693805335958,2623011100,,629,17,5.0,5.0,individual,gas,40807,39.67,644,2.0,1.0,stairway,0
-1604152,3527,0,201810,11~20,1999,59.8,11,35.14357891484248,129.0207286102875,2623011100,252.0,246,3,15.0,6.0,individual,gas,30225,77.59,128,3.0,1.0,stairway,0
-1604154,9382,0,201810,11~20,1990,116.46,1,35.074604513439326,129.07273053778206,2620012100,120.0,183,2,14.0,8.0,individual,gas,40654,137.72,10,4.0,2.0,stairway,0
-1604155,8453,1,201810,11~20,2002,82.42,13,37.53938406991948,127.1394675155027,1174010500,112.0,102,1,15.0,5.0,individual,gas,38539,103.8,26,3.0,2.0,stairway,0
-1604156,15953,1,201810,11~20,2008,103.01,21,37.55662489972904,127.1430397571237,1174010700,4596.0,3226,40,34.0,22.0,individual,gas,13690,134.57,132,3.0,2.0,stairway,0
-1604157,9030,1,201810,11~20,2005,29.6,20,37.486043031795475,126.9842020581125,1165010100,438.0,412,1,22.0,4.0,individual,gas,166209,39.69,234,1.0,1.0,corridor,0
-1604159,11264,1,201810,11~20,2005,84.44,2,37.52598,126.886765,1156012700,137.0,116,2,15.0,10.0,individual,gas,43944,106.07,96,3.0,2.0,stairway,0
-1604162,6010,1,201810,11~20,2002,114.89,12,37.44934146191788,126.91374372451028,1154510300,794.0,671,8,25.0,11.0,individual,gas,9512,143.83,160,4.0,2.0,stairway,0
-1604164,4153,1,201810,11~20,1993,84.91,4,37.49761865432711,126.87470070466159,1153010200,180.0,256,2,15.0,8.0,central,gas,7446,102.26,13,3.0,2.0,corridor,0
-1604178,17319,0,201810,11~20,2007,59.9616,7,35.18332512342573,129.11169723852242,2647010200,454.0,430,7,15.0,11.0,individual,gas,50282,78.0,120,3.0,2.0,stairway,0
-1604179,16476,0,201810,11~20,1984,41.59,2,35.179448759152926,129.08075917587965,2647010200,,114,1,5.0,5.0,individual,gas,49039,44.81,10,2.0,1.0,corridor,0
-1604180,3606,0,201810,11~20,1993,84.87,15,35.163699874159434,129.14054196682915,2635010500,228.0,299,4,15.0,14.0,individual,gas,30582,96.38,164,3.0,2.0,stairway,0
-1604182,11134,0,201810,11~20,2003,84.994,5,35.23587305588275,129.01897831233285,2632010200,902.0,807,8,24.0,16.0,individual,gas,43787,112.4,807,3.0,2.0,stairway,0
-1604184,1544,0,201810,11~20,1994,134.26,5,35.21170977363486,129.02488444727172,2632010300,338.0,322,2,19.0,12.0,individual,gas,26342,158.16,38,4.0,2.0,stairway,0
-1604197,6211,0,201810,11~20,2002,125.05,32,35.139266517282,129.06800168878564,2629010900,543.0,431,3,33.0,33.0,individual,gas,93463,156.59,88,4.0,2.0,stairway,0
-1604201,3525,0,201810,11~20,1991,85.0,4,35.14657592773437,129.02537536621094,2623011000,1338.0,1772,21,15.0,8.0,individual,gas,30214,104.46,422,3.0,2.0,stairway,0
-1604209,36652,0,201810,11~20,2016,84.9632,15,35.1599273681641,128.98928833007798,2653010400,103.0,108,1,15.0,15.0,individual,gas,150758,108.63,1,3.0,2.0,stairway,0
-1604210,1571,0,201810,11~20,1987,84.93,5,35.1377520631784,129.11231832179644,2650010500,,120,2,6.0,6.0,individual,gas,26478,101.27,24,3.0,2.0,stairway,0
-1604212,15925,0,201810,11~20,1983,72.04,1,35.10909812336299,128.95982780938365,2638010300,,110,3,5.0,5.0,individual,gas,48242,78.28,32,3.0,1.0,stairway,0
-1604218,11047,0,201810,11~20,2005,84.9149,4,35.195950022415545,129.00236094022534,2632010500,1206.0,1176,13,21.0,14.0,individual,gas,43572,113.17,350,3.0,2.0,stairway,0
-1604221,1555,0,201810,11~20,1978,44.76,2,35.161921602503774,129.0388850494458,2623010900,,1074,11,15.0,9.0,individual,cogeneration,26397,52.89,121,2.0,1.0,corridor,0
-1604222,5823,0,201810,11~20,2000,59.7,2,35.082021973417746,129.04006472339958,2620011100,994.0,868,10,25.0,11.0,individual,gas,34034,79.93,336,3.0,1.0,stairway,0
-1604224,33333,1,201810,11~20,2016,125.7332,12,37.487701416015625,127.03900146484376,1168011800,156.0,110,1,20.0,10.0,district,cogeneration,91979,164.97,12,4.0,2.0,stairway,0
-1604225,872,1,201810,11~20,1997,84.96,14,37.50962811315329,126.94780470085456,1159010100,918.0,901,7,18.0,15.0,central,gas,2301,109.55,304,3.0,2.0,stairway,0
-1604227,6694,1,201810,11~20,2003,84.23,11,37.47945755723673,126.896641791156,1153010200,255.0,240,4,15.0,15.0,individual,gas,10716,102.63,165,3.0,2.0,stairway,0
-1604230,4196,1,201810,11~20,1999,114.92,5,37.55139600220708,126.8765572073432,1150010100,297.0,273,5,18.0,15.0,individual,gas,7511,142.01,36,4.0,2.0,stairway,0
-1604231,33198,1,201810,11~20,2016,83.45,10,37.5511255,126.911905,1144012200,533.0,646,2,36.0,36.0,,,95783,111.9,132,3.0,2.0,stairway,0
-1604232,2720,1,201810,11~20,1999,48.6,10,37.62577449458945,127.08735691899423,1135010300,505.0,700,7,15.0,7.0,district,cogeneration,5670,69.23,356,2.0,1.0,corridor,0
-1604234,5548,1,201810,11~20,2001,84.91,18,37.586157907523635,127.04602159836818,1123010700,463.0,390,4,23.0,16.0,individual,gas,8826,109.71,0,3.0,2.0,stairway,0
-1604235,9243,0,201810,11~20,2001,59.92,10,35.24471330571485,129.2094553821239,2671025025,565.0,702,10,15.0,10.0,individual,gas,40047,87.27,244,3.0,2.0,stairway,0
-1604240,3564,0,201810,11~20,1993,84.99,8,35.14515810431087,129.0055261437553,2653010600,606.0,977,8,15.0,9.0,individual,gas,30388,102.24,535,3.0,2.0,stairway,0
-1604243,22917,0,201810,11~20,2013,59.8274,17,35.15835457875655,129.11364106149614,2650010400,139.0,119,1,19.0,19.0,individual,gas,166569,85.9,17,3.0,2.0,corridor,0
-1604244,10134,0,201810,11~20,2004,34.29,19,35.15690124496964,129.11244033862494,2650010400,220.0,448,1,24.0,15.0,individual,gas,166240,52.89,270,1.0,1.0,stairway,0
-1604245,17691,0,201810,11~20,2008,101.96,13,35.082535771173056,128.9011308831017,2644010400,1551.0,1124,21,15.0,13.0,individual,gas,50901,129.74,168,3.0,2.0,stairway,0
-1604246,33535,0,201810,11~20,2016,84.2513,22,35.10430145263672,128.91999816894528,2644010400,740.0,670,6,29.0,26.0,district,cogeneration,92544,111.73,282,3.0,2.0,stairway,0
-1604247,20588,0,201810,11~20,2013,84.9606,9,35.10468133228228,128.97719761631865,2638010200,749.0,542,5,26.0,20.0,individual,gas,91107,109.22,88,3.0,2.0,stairway,0
-1604248,3605,0,201810,11~20,1995,123.98,11,35.1627876973683,129.14279615530592,2635010500,962.0,892,8,19.0,18.0,individual,gas,30578,149.79,112,4.0,2.0,stairway,0
-1604249,3607,0,201810,11~20,1991,191.8007,7,35.16001110179043,129.14652000265542,2635010500,1428.0,714,14,15.0,12.0,individual,gas,30593,220.05,87,5.0,2.0,stairway,0
-1604250,50,0,201810,11~20,1997,84.64,17,35.175009274281,129.17703000866078,2635010700,938.0,938,12,25.0,8.0,district,gas,25534,105.79,162,3.0,2.0,stairway,0
-1604251,247,0,201810,11~20,1996,59.946000000000005,15,35.172581084546394,129.16952876340795,2635010700,344.0,334,6,20.0,16.0,district,cogeneration,25683,74.14,152,2.0,1.0,stairway,0
-1604252,3511,0,201810,11~20,1989,112.37,4,35.206844647672725,129.08803707412554,2626010500,477.0,744,11,13.0,12.0,central,gas,30143,132.88,74,4.0,2.0,stairway,0
-1604253,9621,0,201810,11~20,2006,128.5315,15,35.204564728377825,129.06862002057738,2626010800,1582.0,1149,8,40.0,24.0,individual,gas,93843,154.85,227,4.0,2.0,stairway,0
-1604254,12255,0,201810,11~20,1984,60.12,4,35.199655241752794,129.05316488206392,2626010900,230.0,160,3,5.0,5.0,individual,gas,45500,67.13,5,3.0,2.0,stairway,0
-1604258,20567,0,201810,11~20,2013,59.9408,34,35.147542149573624,129.05660750685746,2623010400,334.0,328,2,36.0,35.0,individual,gas,95454,82.36,62,2.0,2.0,stairway,0
-1604259,19733,1,201810,11~20,2009,84.74,13,37.56391379225879,127.17645715950736,1174011000,631.0,553,10,15.0,10.0,district,cogeneration,17202,110.49,98,3.0,2.0,stairway,0
-1604261,22169,1,201810,11~20,2013,84.84,8,37.46678978429779,127.10287052203823,1168011100,998.0,809,12,15.0,10.0,district,cogeneration,19023,115.97,15,3.0,2.0,stairway,0
-1604264,33357,1,201810,11~20,2016,84.8136,18,37.50579833984375,126.94200134277344,1159010200,0.0,202,2,28.0,28.0,individual,gas,92056,111.98,52,3.0,2.0,stairway,0
-1604265,4329,1,201810,11~20,1989,70.2,2,37.508233669434034,126.85377267408305,1153010600,,130,2,5.0,5.0,individual,gas,31564,91.24,5,3.0,1.0,stairway,0
-1604266,5733,1,201810,11~20,1987,54.54,7,37.59749199114725,126.94466334057691,1141011800,149.0,299,4,13.0,13.0,individual,gas,9055,72.06,91,2.0,1.0,corridor,0
-1604268,7936,1,201810,11~20,2006,59.77,17,37.61519635910985,127.01020280769085,1129013300,819.0,739,11,20.0,16.0,individual,gas,11253,79.41,118,3.0,2.0,stairway,0
-1604269,357,1,201810,11~20,1987,70.73,1,37.514179268723076,126.86502239823488,1147010100,1625.0,2280,33,15.0,5.0,district,cogeneration,829,89.26,780,2.0,1.0,corridor,0
-1604271,21870,0,201810,11~20,2013,68.5301,26,35.171345728034694,128.99047939456656,2653010300,577.0,517,4,27.0,24.0,individual,gas,55653,91.93,78,3.0,2.0,stairway,0
-1604275,22536,0,201810,11~20,2012,84.995,7,35.10599658320748,129.00247364648376,2638010100,174.0,165,2,15.0,6.0,individual,gas,56378,110.18,165,3.0,2.0,stairway,0
-1604277,9320,0,201810,11~20,1999,49.98,11,35.08814115661465,128.98523598295506,2638010700,590.0,584,5,20.0,10.0,individual,gas,40358,65.39,72,2.0,1.0,corridor,0
-1604278,37498,0,201810,11~20,2016,59.9278,4,35.0797309875488,128.986679077148,2638010700,1087.0,1068,10,29.0,18.0,individual,gas,154782,85.14,214,3.0,2.0,stairway,0
-1604279,18044,0,201810,11~20,2009,84.0896,14,35.19352167464255,129.12492803050282,2635010400,381.0,373,6,21.0,14.0,individual,gas,51536,107.3,221,3.0,2.0,stairway,0
-1604283,23316,0,201810,11~20,2014,84.999,21,35.17402620000001,129.13990900000002,2635010500,740.0,581,7,28.0,18.0,individual,gas,56948,115.52,112,3.0,2.0,stairway,0
-1604284,18552,0,201810,11~20,2010,146.8,9,35.171458608922954,129.13145641540524,2635010500,1303.0,496,4,37.0,29.0,individual,gas,94891,191.17,52,4.0,2.0,,0
-1604288,11062,0,201810,11~20,2002,84.975,15,35.23030065511789,129.01138060958812,2632010200,1497.0,1280,11,24.0,21.0,individual,gas,43660,116.28,382,3.0,2.0,stairway,0
-1604295,5622,0,201810,11~20,1996,59.92,20,35.11190698211653,129.08316357272724,2629011100,561.0,885,5,24.0,16.0,individual,gas,33722,78.02,693,2.0,1.0,stairway,0
-1604297,9462,0,201810,11~20,2003,59.9425,11,35.145164985868355,129.05649501666946,2623010400,998.0,950,7,25.0,25.0,individual,gas,147813,78.57,700,3.0,1.0,stairway,0
-1604298,27503,1,201810,11~20,2013,84.92200000000001,9,37.494750912639454,126.94827190622016,1159010200,1185.0,882,16,20.0,10.0,individual,gas,20205,111.51,33,3.0,2.0,stairway,0
-1604300,21249,1,201810,11~20,2009,36.69,1,37.57493163296307,126.89703523995905,1144012700,169.0,184,3,12.0,7.0,district,cogeneration,55265,53.49,48,2.0,1.0,stairway,0
-1604301,2760,1,201810,11~20,1994,34.44,10,37.63058841997474,127.06672616069588,1135010300,257.0,660,4,15.0,15.0,district,cogeneration,5687,46.57,210,2.0,1.0,corridor,0
-1604308,47,1,201810,11~20,1984,74.22,12,37.47631309542525,126.91231991144028,1162010200,492.0,492,3,12.0,12.0,individual,gas,130,107.94,60,3.0,1.0,corridor,0
-1604309,9861,0,201810,11~20,2005,59.8395,12,35.193219291017535,129.08573420226097,2647010100,368.0,298,4,25.0,18.0,individual,gas,42022,87.86,50,3.0,2.0,stairway,0
-1604315,21840,0,201810,11~20,2013,59.997,1,35.31886121242991,129.18982554955608,2671025625,1058.0,1028,13,20.0,17.0,individual,gas,55623,81.74,240,3.0,2.0,stairway,0
-1604317,21707,0,201810,11~20,2013,127.2641,11,35.33102283881347,129.16882995291232,2671025627,1460.0,911,15,20.0,8.0,individual,gas,55550,160.57,143,4.0,2.0,stairway,0
-1604319,18105,0,201810,11~20,2008,123.35,5,35.3284490205754,129.17024780557657,2671025628,1180.0,761,17,15.0,7.0,district,gas,51665,151.26,180,4.0,2.0,stairway,0
-1604320,11179,0,201810,11~20,2003,141.8126,27,35.15770384886569,129.13327881156314,2650010300,1024.0,591,6,35.0,29.0,individual,gas,43832,169.15,135,4.0,2.0,stairway,0
-1604321,16964,0,201810,11~20,2006,84.971,20,35.16211555372248,129.1296104094914,2650010300,361.0,213,4,29.0,4.0,individual,gas,49752,117.78,50,3.0,2.0,stairway,0
-1604323,17761,0,201810,11~20,2009,84.85,14,35.085600198634694,128.90179843476014,2644010400,1576.0,1112,17,15.0,13.0,central,gas,51068,109.86,240,3.0,2.0,stairway,0
-1604325,36930,0,201810,11~20,2017,84.8952,35,35.2261014,129.087142,2641010800,0.0,1938,12,38.0,33.0,individual,gas,152034,117.17,253,3.0,2.0,stairway,0
-1604327,19888,0,201810,11~20,2003,59.87,3,35.21398520966028,129.09867343058218,2641011000,194.0,241,3,15.0,9.0,individual,gas,54019,86.39,181,3.0,1.0,stairway,0
-1604328,9328,0,201810,11~20,1998,84.79,7,35.108988674164124,128.9767752846787,2638010200,125.0,183,1,18.0,13.0,individual,gas,40403,107.46,68,3.0,1.0,stairway,0
-1604329,5802,0,201810,11~20,1988,41.235,6,35.19067438090035,129.12367709567351,2635010400,,421,4,15.0,5.0,individual,gas,33997,57.4,175,2.0,1.0,corridor,0
-1604332,285,0,201810,11~20,1996,55.68,18,35.17708712240028,129.17954390641202,2635010700,676.0,676,9,24.0,16.0,individual,cogeneration,25705,74.1,304,3.0,1.0,stairway,0
-1604335,3544,0,201810,11~20,1995,125.775,15,35.26624836725714,129.0190330475205,2632010100,597.0,532,6,20.0,18.0,individual,gas,147286,148.74,76,4.0,2.0,stairway,0
-1604337,11063,0,201810,11~20,2002,59.808,5,35.23256393382842,129.01184067767608,2632010200,1592.0,1344,11,27.0,19.0,individual,gas,43663,85.49,388,3.0,1.0,stairway,0
-1604338,13943,0,201810,11~20,1983,42.35,2,35.21179538415514,129.02105661609116,2632010400,,340,6,5.0,5.0,individual,gas,46087,49.01,260,3.0,1.0,stairway,0
-1604339,5489,0,201810,11~20,1990,84.68,13,35.13505848877768,129.07061577921814,2629010900,300.0,300,2,15.0,15.0,individual,gas,33438,102.67,300,3.0,2.0,stairway,0
-1604340,12001,0,201810,11~20,1983,117.91,4,35.21144295737267,129.06900537173632,2626010800,,100,2,5.0,5.0,individual,gas,45223,124.15,40,4.0,1.0,stairway,0
-1604342,10536,0,201810,11~20,2006,141.409,3,35.15582143266743,129.04962657042373,2623010400,961.0,623,4,37.0,29.0,individual,gas,43081,177.65,105,4.0,2.0,stairway,0
-1604347,5325,0,201810,11~20,1999,70.75,9,35.087481323405,129.06592131347298,2620012000,367.0,418,2,25.0,6.0,individual,gas,33202,101.02,45,3.0,1.0,stairway,0
-1604348,817,1,201810,11~20,1992,71.26,2,37.50284373688933,127.13576242066246,1171011200,448.0,299,2,15.0,14.0,district,cogeneration,2161,85.23,60,3.0,1.0,stairway,0
-1604351,3868,1,201810,11~20,1998,58.57,10,37.51739032657998,127.04550424682856,1168010500,263.0,263,2,19.0,9.0,individual,gas,6890,79.05,37,3.0,1.0,corridor,0
-1604353,754,1,201810,11~20,1993,34.86,10,37.475100962738814,126.93248077190765,1162010200,2124.0,1634,12,15.0,10.0,central,gas,2011,46.39,435,1.0,1.0,corridor,0
-1604354,800,1,201810,11~20,1998,59.26,7,37.47214641239949,126.91176406266324,1162010200,412.0,373,3,18.0,5.0,individual,gas,2135,84.5,229,2.0,1.0,corridor,0
-1604357,3984,1,201810,11~20,1994,59.84,12,37.51269358583457,126.9307729121007,1159010800,524.0,514,5,23.0,10.0,individual,gas,147357,77.94,20,3.0,1.0,corridor,0
-1604358,6174,1,201810,11~20,2002,152.62,18,37.51754910066925,126.93233847805469,1156011000,656.0,282,2,40.0,5.0,district,cogeneration,93428,183.7,62,3.0,2.0,stairway,0
-1604365,18406,1,201810,11~20,2009,120.99,9,37.544053529352496,126.82933798582123,1147010300,296.0,171,3,12.0,10.0,individual,gas,52132,143.52,11,4.0,2.0,stairway,0
-1604366,2898,1,201810,11~20,1996,82.35,2,37.595098713864004,126.95236498206906,1141011100,444.0,704,6,18.0,9.0,individual,gas,6139,105.37,141,3.0,2.0,corridor,0
-1604369,18147,1,201810,11~20,1993,84.3,6,37.64784339424072,127.0846451091211,1135010600,120.0,140,2,9.0,7.0,individual,gas,51705,107.65,32,3.0,2.0,stairway,0
-1604370,10951,1,201810,11~20,2005,45.466,4,37.65604425636514,127.04012642366516,1132010700,131.0,123,1,9.0,7.0,individual,gas,43436,64.8,123,2.0,1.0,corridor,0
-1604372,17890,0,201810,11~20,2008,123.4835,2,35.32144386077346,129.17274766222408,2671025628,1362.0,763,15,15.0,10.0,district,gas,51333,148.62,148,5.0,2.0,stairway,0
-1604374,15832,0,201810,11~20,1980,54.97,1,35.21400305823442,129.01923146000084,2632010400,,160,6,5.0,5.0,individual,gas,48176,61.49,40,2.0,1.0,stairway,0
-1604378,5800,0,201810,11~20,1982,70.582,9,35.191108964184096,129.12129973520544,2635010400,900.0,936,3,13.0,13.0,individual,gas,147531,76.66,287,3.0,1.0,corridor,0
-1604379,1381,0,201810,11~20,1996,59.445,19,35.165212333130285,129.17741841760036,2635010700,997.0,957,12,23.0,17.0,district,cogeneration,26143,73.77,430,3.0,1.0,stairway,0
-1604380,3615,0,201810,11~20,1996,58.44,17,35.178073453849095,129.177814171519,2635010700,679.0,679,11,24.0,9.0,district,cogeneration,30629,73.57,304,3.0,1.0,stairway,0
-1604385,18803,0,201810,11~20,2011,156.7997,13,35.211291719050905,129.0845406993269,2626010700,857.0,390,4,30.0,30.0,individual,gas,52835,198.7,154,3.0,2.0,stairway,0
-1604387,11051,0,201810,11~20,1986,54.18,2,35.1183233431678,129.03178742808618,2617010100,216.0,216,4,6.0,4.0,individual,gas,43598,67.06,18,3.0,1.0,stairway,0
-1604390,2897,1,201810,11~20,1995,33.18,8,37.63173103792022,127.05968514284014,1135010200,334.0,884,5,15.0,15.0,district,gas,6136,44.56,269,2.0,1.0,corridor,0
-1604393,554,1,201810,11~20,1988,42.93,7,37.657249549592684,127.03517238540522,1132010500,1849.0,1541,14,15.0,13.0,individual,gas,1447,61.62,450,1.0,1.0,corridor,0
-1604394,4491,1,201810,11~20,1999,84.12,7,37.59997790519096,127.108457469566,1126010500,192.0,198,1,22.0,18.0,individual,gas,31811,107.62,59,3.0,2.0,stairway,0
-1604395,3767,1,201810,11~20,1997,84.87,24,37.56471009997542,127.03732466650361,1120010700,210.0,251,2,25.0,10.0,individual,gas,6692,104.26,131,3.0,2.0,stairway,0
-1604396,11265,0,201810,11~20,2005,84.99799999999999,9,35.088103066042855,128.87907326238644,2644011700,869.0,671,12,15.0,10.0,individual,gas,43945,109.69,352,3.0,2.0,stairway,0
-1604398,1529,0,201810,11~20,1999,84.87,8,35.22734691678186,129.09120695945072,2641010900,173.0,134,2,11.0,9.0,individual,gas,26269,104.51,90,3.0,2.0,stairway,0
-1604399,1563,0,201810,11~20,1993,84.97,6,35.051764763767345,128.97247541880023,2638010600,541.0,987,13,25.0,16.0,individual,gas,26421,102.63,548,3.0,2.0,stairway,0
-1604400,20777,0,201810,11~20,2012,84.9928,18,35.06200971619521,128.97290603582027,2638010600,1329.0,972,15,29.0,14.0,individual,gas,55039,112.37,118,3.0,2.0,stairway,0
-1604401,17372,0,201810,11~20,2008,117.90799999999999,31,35.217133138385954,129.08254222063238,2626010800,1198.0,648,3,52.0,48.0,individual,gas,50351,154.62,94,4.0,2.0,mixed,0
-1604404,10542,0,201810,11~20,1978,61.56,1,35.16922163261593,129.0497390302141,2623010600,108.0,144,2,12.0,12.0,individual,gas,43086,81.77,24,3.0,1.0,corridor,0
-1604405,1594,0,201810,11~20,1995,84.9825,11,35.16851156346216,129.02854478035522,2623010900,498.0,1153,11,15.0,14.0,individual,gas,26551,101.52,748,3.0,1.0,stairway,0
-1604406,3532,0,201810,11~20,1999,49.99,5,35.172378546506984,129.0266565729197,2623010900,735.0,1116,13,25.0,6.0,individual,gas,30242,69.24,194,2.0,1.0,corridor,0
-1604408,15984,1,201810,11~20,2008,59.96,21,37.51293085517571,127.08146118769716,1171010100,7712.0,5678,72,34.0,17.0,district,cogeneration,13726,84.75,1150,3.0,2.0,stairway,0
-1604409,20761,1,201810,11~20,2013,108.32,35,37.517440172783814,127.10357798467008,1171010200,489.0,387,2,39.0,33.0,district,cogeneration,95491,150.08,52,3.0,2.0,stairway,0
-1604411,336,1,201810,11~20,1981,41.22,10,37.450180728968185,126.89945772299988,1154510300,800.0,986,9,12.0,9.0,individual,gas,747,58.64,222,2.0,1.0,corridor,0
-1604412,2680,1,201810,11~20,1998,84.96,8,37.49929163228453,126.83953192156004,1153010800,824.0,1236,10,20.0,13.0,individual,gas,5662,104.82,200,3.0,2.0,stairway,0
-1604413,18805,1,201810,11~20,2007,84.68,2,37.55437660917771,126.83020624000031,1150010600,1581.0,1421,16,15.0,11.0,district,cogeneration,16048,107.65,166,3.0,2.0,stairway,0
-1604414,18054,1,201810,11~20,2008,114.72,1,37.57003071540175,126.82178973102378,1150010900,440.0,341,7,12.0,7.0,individual,gas,14767,138.94,66,4.0,2.0,stairway,0
-1604416,16702,1,201810,11~20,2005,59.232,1,37.53027986838162,126.8349854041016,1147010300,108.0,136,2,15.0,13.0,individual,gas,49409,76.16,136,3.0,2.0,stairway,0
-1604419,2978,1,201810,11~20,1998,114.82,1,37.551170010195094,126.9309003006853,1144011400,793.0,951,11,20.0,15.0,individual,gas,6444,141.65,188,4.0,2.0,stairway,0
-1604421,33297,1,201810,11~20,2015,84.971,4,37.572898864746094,126.91799926757812,1141012000,2237.0,2407,30,33.0,13.0,district,cogeneration,91745,111.98,784,3.0,2.0,stairway,0
-1604422,5455,1,201810,11~20,2000,59.97,12,37.58042734567189,126.90083609400524,1138010100,226.0,196,3,18.0,7.0,individual,gas,33391,81.08,63,3.0,1.0,stairway,0
-1604425,18427,1,201810,11~20,2010,59.99,15,37.61848006782478,126.93490667114351,1138010300,1426.0,1332,20,15.0,6.0,individual,gas,15238,79.4,145,3.0,2.0,stairway,0
-1604426,708,1,201810,11~20,1994,59.04,9,37.62987899077585,127.07192762451872,1135010300,260.0,525,4,15.0,15.0,district,cogeneration,146730,76.68,165,2.0,1.0,corridor,0
-1604427,6054,1,201810,11~20,2002,83.87,12,37.674816525868295,127.05092787021412,1135010500,254.0,230,2,19.0,9.0,individual,gas,9665,111.27,94,3.0,2.0,stairway,0
-1604429,2933,1,201810,11~20,1994,79.08,2,37.54996372668646,127.01644062090712,1120011100,712.0,1267,16,15.0,13.0,individual,,6267,96.92,270,3.0,1.0,corridor,0
-1604434,5510,0,201810,11~20,1985,52.02,2,35.138844994656736,128.98217054953656,2653010700,,210,4,5.0,5.0,individual,gas,33476,59.22,10,3.0,1.0,stairway,0
-1604435,19941,0,201810,11~20,2014,84.8954,25,35.165050506591804,129.1241455078125,2650010300,1327.0,1006,12,27.0,18.0,individual,gas,54118,109.16,181,3.0,2.0,stairway,0
-1604437,329,0,201810,11~20,1996,59.94,18,35.16862103335341,129.18048991517858,2635010700,643.0,632,9,24.0,16.0,district,cogeneration,25725,74.14,284,3.0,1.0,stairway,0
-1604439,13938,0,201810,11~20,1996,59.82,2,35.24085538985313,129.02260363548206,2632010200,529.0,900,6,16.0,15.0,individual,gas,46075,80.81,900,2.0,1.0,corridor,0
-1604440,6459,0,201810,11~20,2004,59.9645,3,35.20950818465992,129.02095160064704,2632010400,712.0,705,7,25.0,9.0,individual,gas,34633,81.16,254,3.0,2.0,stairway,0
-1604441,11041,0,201810,11~20,2007,84.898,15,35.11108123270231,129.11460369076718,2629010700,413.0,430,8,25.0,13.0,individual,gas,43552,113.85,185,3.0,2.0,stairway,0
-1604450,22587,0,201810,11~20,2014,59.6934,3,35.119617462158196,129.01396179199222,2614010600,371.0,321,5,24.0,16.0,individual,gas,56432,81.67,76,3.0,2.0,stairway,0
-1604453,1440,1,201810,11~20,1997,43.92,18,37.50553179384284,126.89561511706205,1156013300,1314.0,1162,7,30.0,13.0,central,gas,3906,56.68,219,1.0,1.0,corridor,0
-1604454,17352,1,201810,11~20,2006,84.89,8,37.62319441639996,127.04945629338276,1129013800,412.0,373,7,15.0,11.0,individual,gas,14220,107.77,42,3.0,2.0,stairway,0
-1604455,16831,1,201810,11~20,2007,84.93,8,37.60278026882623,127.11009679519863,1126010500,230.0,174,3,12.0,10.0,individual,gas,49536,102.97,71,3.0,2.0,stairway,0
-1604457,9242,0,201810,11~20,1995,59.75,13,35.2552896910079,129.2174852870479,2671025022,217.0,454,5,20.0,11.0,individual,-,40043,78.55,158,3.0,1.0,mixed,0
-1604460,1548,0,201810,11~20,1994,59.85,12,35.16777082084428,128.98052832881942,2653010400,434.0,434,4,25.0,17.0,individual,gas,26357,75.74,178,3.0,1.0,corridor,0
-1604462,1568,0,201810,11~20,1979,84.83,8,35.143963061668984,129.114370259223,2650010500,3240.0,3060,33,12.0,12.0,central,gas,26452,112.86,502,3.0,1.0,corridor,0
-1604463,19099,0,201810,11~20,2010,132.3946,6,35.24650287665072,129.08654478516286,2641010700,1659.0,809,13,25.0,13.0,individual,gas,53131,164.03,203,4.0,2.0,mixed,0
-1604466,1558,0,201810,11~20,1996,191.43,15,35.062438051234466,128.98090429828443,2638010600,1789.0,1669,10,25.0,10.0,central,gas,26413,224.22,150,5.0,2.0,stairway,0
-1604467,16897,0,201810,11~20,2008,135.1946,23,35.197740732061646,129.12174886618314,2635010300,2595.0,1564,14,29.0,13.0,individual,gas,49620,174.73,146,4.0,2.0,stairway,0
-1604473,1543,0,201810,11~20,1991,84.78,19,35.21162516556471,129.03422881561954,2632010300,1000.0,865,5,21.0,19.0,individual,gas,146929,104.83,614,3.0,2.0,stairway,0
-1604474,21172,0,201810,11~20,1982,43.97,3,35.21532579070196,129.02226420070758,2632010400,,100,3,5.0,5.0,individual,gas,55255,50.08,15,2.0,1.0,stairway,0
-1604477,36648,0,201810,11~20,2017,112.7876,19,35.197612299999996,129.06714,2626010900,1395.0,1064,8,34.0,20.0,individual,gas,150870,150.33,34,4.0,2.0,stairway,0
-1604480,19894,1,201810,11~20,2011,49.619,28,37.52360216335555,127.05719611767924,1168010400,905.0,708,5,35.0,26.0,district,cogeneration,17446,71.29,179,2.0,1.0,corridor,0
-1604484,478,1,201810,11~20,1994,80.64,8,37.56355649410892,126.84364090076737,1150010200,700.0,712,7,15.0,13.0,district,cogeneration,1245,105.97,712,3.0,2.0,corridor,0
-1604485,24966,1,201810,11~20,2003,84.5766,6,37.51364640685798,126.84218868837358,1147010300,201.0,207,2,24.0,14.0,individual,gas,19822,108.45,15,3.0,2.0,stairway,0
-1604486,187,1,201810,11~20,1997,59.76,16,37.621772952862955,127.06043384981308,1135010200,253.0,258,3,17.0,6.0,individual,gas,478,82.63,148,3.0,1.0,corridor,0
-1604487,2808,1,201810,11~20,1994,41.85,2,37.6773851391504,127.05314691449499,1135010500,486.0,763,11,15.0,12.0,district,cogeneration,5781,59.95,59,2.0,1.0,corridor,0
-1604488,644,1,201810,11~20,1989,71.78,8,37.65841171691034,127.02890354764007,1132010500,,498,7,15.0,13.0,individual,gas,1699,86.47,178,3.0,1.0,stairway,0
-1604491,17787,1,201810,11~20,2008,59.988,13,37.62008853992783,127.04768720424264,1129013800,805.0,611,9,21.0,14.0,individual,gas,14669,82.22,124,3.0,1.0,stairway,0
-1604492,2776,1,201810,11~20,1990,35.44,3,37.58132018338221,127.09594985606691,1126010100,565.0,565,4,15.0,8.0,individual,gas,147113,46.51,140,2.0,1.0,corridor,0
-1604493,2771,1,201810,11~20,2001,59.69,7,37.53567151223463,126.94969641638123,1117011500,242.0,289,3,14.0,8.0,individual,gas,5723,80.58,289,3.0,1.0,corridor,0
-1604495,21767,0,201810,11~20,2011,68.6835,21,35.255100563034524,129.21914996970511,2671025022,219.0,194,3,25.0,16.0,individual,gas,55562,92.02,149,3.0,2.0,stairway,0
-1604499,7925,0,201810,11~20,1987,53.28,2,35.19142953450972,129.12378018280458,2635010400,110.0,175,3,5.0,5.0,individual,gas,37358,63.23,15,3.0,1.0,stairway,0
-1604501,11279,0,201810,11~20,2007,84.9573,11,35.19538971489302,129.0917661349495,2626010400,1367.0,935,9,38.0,21.0,individual,gas,43960,109.05,200,3.0,2.0,stairway,0
-1604502,9838,0,201810,11~20,2004,24.2475,21,35.15668432684561,129.04975795110872,2623010400,160.0,404,1,25.0,24.0,individual,gas,166219,33.59,240,1.0,1.0,stairway,0
-1604503,16900,0,201810,11~20,2005,84.935,33,35.16600530927826,129.05086105691277,2623010800,631.0,680,1,43.0,43.0,individual,gas,166447,117.1,75,3.0,2.0,stairway,0
-1604504,14564,1,201810,11~20,2007,84.8098,3,37.46134368706692,126.91991049364272,1162010200,433.0,349,8,15.0,13.0,individual,gas,13302,103.99,174,3.0,2.0,stairway,0
-1604508,260,1,201810,11~20,1994,39.6,5,37.577188249249225,126.81025282111106,1150010900,522.0,1372,6,13.0,13.0,district,cogeneration,146647,52.96,520,2.0,1.0,corridor,0
-1604509,702,1,201810,11~20,1988,50.67,10,37.51709330487289,126.83277476226287,1147010300,680.0,2256,20,12.0,12.0,district,cogeneration,1881,69.59,938,2.0,1.0,corridor,0
-1604510,7987,1,201810,11~20,1995,84.92,12,37.60260875940582,126.95086536318678,1141011800,347.0,488,6,18.0,10.0,individual,gas,11261,103.92,413,3.0,2.0,stairway,0
-1604513,785,1,201810,11~20,1998,59.4,8,37.640741357930594,127.0418449233485,1132010700,329.0,609,5,16.0,8.0,central,gas,2095,83.09,258,3.0,1.0,corridor,0
-1604518,4067,1,201810,11~20,2002,114.94,21,37.573396713821495,127.05343064143318,1123010500,397.0,319,4,22.0,21.0,individual,gas,7232,141.8,82,4.0,2.0,mixed,0
-1604519,22655,1,201810,11~20,2011,59.7,5,37.53697207740619,127.00949063879858,1117013100,1732.0,600,32,13.0,3.0,individual,gas,19255,87.05,102,2.0,2.0,stairway,0
-1604520,10426,0,201810,11~20,1991,84.69,12,35.14683743506202,129.07425833494466,2629010900,,200,1,15.0,11.0,individual,gas,42879,94.54,1,3.0,2.0,stairway,0
-1604521,33547,0,201810,1~10,2016,64.7759,14,35.24470138549805,129.08599853515622,2641010700,670.0,532,6,24.0,15.0,individual,gas,92602,85.32,38,3.0,2.0,stairway,0
-1604522,10303,0,201810,1~10,2006,26.46,7,35.21861949577088,129.08414392050182,2626010800,268.0,440,1,29.0,7.0,individual,gas,166267,35.17,112,1.0,1.0,stairway,0
-1604525,9069,0,201810,1~10,2003,79.63,18,35.23794446441139,129.20943426573427,2671025026,361.0,458,6,20.0,15.0,individual,gas,39781,110.74,120,3.0,2.0,stairway,0
-1604526,9269,0,201810,1~10,1992,84.51,12,35.20697784423828,129.10185241699222,2626010100,335.0,335,4,14.0,8.0,individual,gas,40158,112.4,213,3.0,2.0,stairway,0
-1604528,38641,0,201810,1~10,2004,28.2,13,35.1549758911133,129.062591552734,2623010200,178.0,432,1,19.0,19.0,central,gas,164979,38.47,150,1.0,1.0,corridor,0
-1604530,36208,1,201810,1~10,2016,59.9384,18,37.4597213,126.89404099999999,1154510200,2282.0,1743,11,35.0,29.0,individual,gas,149777,82.1,154,3.0,2.0,stairway,0
-1604532,542,1,201810,1~10,1994,100.35,1,37.57700064237253,126.8146637956922,1150010900,983.0,680,13,15.0,12.0,district,cogeneration,1411,122.51,150,3.0,2.0,stairway,0
-1604538,14278,0,201810,1~10,2005,37.961999999999996,6,35.24623658056501,129.09069463881468,2641010700,190.0,181,1,25.0,16.0,individual,gas,46260,52.4,48,2.0,1.0,stairway,0
-1604539,18546,0,201810,1~10,2010,104.02799999999999,9,35.23887268572743,129.08148119727673,2641010800,503.0,301,5,21.0,19.0,individual,gas,52269,129.8,84,3.0,2.0,stairway,0
-1604542,21665,0,201810,1~10,2013,84.9936,14,35.086812180911004,128.98516429859978,2638010700,425.0,419,6,22.0,8.0,individual,gas,55522,115.43,86,3.0,2.0,stairway,0
-1604544,16285,0,201810,1~10,1979,40.66,5,35.19886359006964,129.1335381347796,2635010300,,300,6,5.0,5.0,individual,gas,147982,46.28,300,2.0,1.0,stairway,0
-1604546,9480,0,201810,1~10,1997,59.44,10,35.21566904681592,129.0286767782843,2632010300,294.0,445,3,25.0,17.0,individual,gas,41005,75.48,81,3.0,1.0,stairway,0
-1604548,9470,0,201810,1~10,1993,59.74,1,35.194758796540384,129.01376211705278,2632010500,91.0,174,1,17.0,7.0,individual,gas,40978,79.1,102,3.0,2.0,stairway,0
-1604550,9383,0,201810,1~10,1985,48.45,5,35.07165029664637,129.0717920467746,2620012100,320.0,630,9,5.0,5.0,individual,gas,40656,55.8,170,3.0,1.0,stairway,0
-1604551,1609,0,201810,1~10,1997,40.46,9,35.11139644964959,129.0302028748487,2611010100,155.0,322,1,16.0,8.0,individual,gas,26605,52.64,12,2.0,1.0,stairway,0
-1604552,727,1,201810,1~10,1981,105.86,11,37.480720925222506,127.0009180517448,1165010100,493.0,493,6,15.0,13.0,central,gas,1939,111.74,136,3.0,1.0,corridor,0
-1604554,6328,1,201810,1~10,2004,59.97,5,37.49935230215523,126.95473287857449,1159010200,2275.0,1656,28,15.0,12.0,individual,gas,10326,76.8,116,3.0,2.0,stairway,0
-1604556,36469,1,201810,1~10,2017,59.9825,8,37.557716,126.817779,1150010500,1687.0,1194,22,16.0,13.0,district,,150164,81.53,322,3.0,2.0,stairway,0
-1604557,1112,1,201810,1~10,1998,84.21,5,37.659860998772025,127.07627674325809,1135010600,327.0,499,5,18.0,12.0,individual,gas,3065,106.64,162,3.0,2.0,stairway,0
-1604558,900,1,201810,1~10,1993,84.98,11,37.65683833800087,127.02174066654905,1132010600,600.0,558,5,15.0,12.0,individual,gas,2388,104.31,532,3.0,2.0,stairway,0
-1604560,20183,1,201810,1~10,2011,117.169,3,37.5841706,127.020922,1129012600,263.0,162,2,15.0,13.0,individual,gas,95413,144.59,28,4.0,2.0,stairway,0
-1604561,20110,1,201810,1~10,2013,107.12,36,37.598100950272226,127.09051333411743,1126010200,2090.0,497,3,48.0,43.0,individual,gas,95391,155.09,134,3.0,2.0,stairway,0
-1604562,2824,1,201810,1~10,1996,49.82,9,37.6119873028327,127.09472527275408,1126010600,1650.0,1650,12,15.0,13.0,district,cogeneration,5874,71.0,492,3.0,1.0,corridor,0
-1604563,1587,0,201810,1~10,1993,40.425,9,35.13768180957873,128.9805582032335,2653010700,260.0,999,9,20.0,19.0,individual,gas,26524,56.44,114,3.0,1.0,corridor,0
-1604564,1581,0,201810,1~10,1997,59.99,7,35.18389089185772,129.09490037220246,2647010200,415.0,464,3,19.0,13.0,individual,gas,26504,79.77,203,3.0,1.0,stairway,0
-1604566,5837,0,201810,1~10,1993,122.96,7,35.092592700000004,128.97974299999998,2638010400,136.0,217,2,15.0,7.0,individual,gas,34063,146.75,43,4.0,2.0,stairway,0
-1604567,9330,0,201810,1~10,1993,122.96,7,35.09255965645587,128.9784574348665,2638010400,156.0,282,2,15.0,7.0,individual,gas,40409,148.5,44,4.0,2.0,stairway,0
-1604568,7739,0,201810,1~10,2002,84.9939,7,35.0938038322307,128.9960133115697,2638010800,646.0,634,7,25.0,16.0,individual,gas,36998,113.23,352,3.0,2.0,stairway,0
-1604569,11054,0,201810,1~10,1985,58.32,1,35.16697554028622,129.15684309229573,2635010500,,160,3,5.0,5.0,individual,gas,43634,64.47,20,2.0,1.0,mixed,0
-1604570,9396,0,201810,1~10,1993,100.95,9,35.1669511421807,129.14604399438326,2635010500,290.0,264,2,20.0,16.0,individual,gas,40734,125.31,80,4.0,2.0,stairway,0
-1604571,3612,0,201810,1~10,1996,59.86,16,35.17164513403884,129.13845876050368,2635010500,955.0,926,7,19.0,11.0,individual,gas,30615,85.42,506,3.0,1.0,corridor,0
-1604573,15592,0,201810,1~10,2004,84.9949,2,35.22808031941752,129.01419005322538,2632010200,1875.0,1627,13,25.0,19.0,individual,gas,47934,109.62,929,3.0,2.0,stairway,0
-1604574,9476,0,201810,1~10,1979,40.66,5,35.212841443125726,129.01214439284982,2632010400,1000.0,812,18,5.0,4.0,individual,gas,40999,46.28,576,1.0,1.0,stairway,0
-1604575,5553,0,201810,1~10,1979,63.74,8,35.20014811715433,129.08213034382808,2626010600,424.0,424,4,12.0,12.0,individual,gas,33575,87.61,48,3.0,2.0,stairway,0
-1604576,15455,0,201810,1~10,2007,119.24082,13,35.210468499046115,129.08043067170536,2626010700,349.0,269,3,20.0,11.0,individual,gas,47805,139.61,116,4.0,2.0,stairway,0
-1604577,6202,1,201810,1~10,2003,84.88,3,37.538012682221925,127.14982016649486,1174010500,977.0,596,12,23.0,10.0,individual,gas,10028,110.62,262,3.0,2.0,stairway,0
-1604583,20088,1,201810,1~10,2009,59.76,9,37.605416558498845,126.90436800829815,1138010500,146.0,203,2,12.0,10.0,individual,gas,148065,87.78,17,3.0,2.0,stairway,0
-1604585,1349,1,201810,1~10,2000,84.71,17,37.55587901366683,127.02920794862577,1120010700,2615.0,2123,21,25.0,16.0,individual,gas,3667,108.47,805,3.0,2.0,stairway,0
-1604587,5645,1,201810,1~10,2001,59.76,5,37.553430107559,127.0357391828018,1120010800,1349.0,1150,14,23.0,19.0,individual,gas,8956,79.79,240,2.0,1.0,stairway,0
-1604588,14545,0,201810,1~10,2007,84.9113,15,35.168775428974165,129.0518217673103,2623010800,367.0,294,4,27.0,25.0,individual,gas,46558,114.55,47,3.0,2.0,stairway,0
-1604590,33173,1,201810,1~10,2016,31.7571,8,37.5636191,126.97031399999999,1114016800,296.0,296,2,22.0,10.0,,,95776,42.8,16,1.0,1.0,stairway,0
-1604591,19829,0,201810,1~10,2009,84.59,2,35.320244507074825,129.18568928804746,2671025625,662.0,588,10,15.0,13.0,district,cogeneration,53962,112.64,150,3.0,2.0,stairway,0
-1604592,17891,0,201810,1~10,2009,132.248,14,35.33341837594439,129.1681066293765,2671025627,1162.0,690,14,15.0,13.0,district,gas,51339,164.57,108,4.0,2.0,stairway,0
-1604593,9355,0,201810,1~10,1979,62.64,1,35.19138921031832,129.081274458579,2647010200,100.0,305,1,14.0,14.0,individual,gas,40530,86.15,110,3.0,1.0,corridor,0
-1604599,21566,0,201810,1~10,2013,84.9819,3,35.082516521225536,128.89775813145158,2644010400,1449.0,1256,16,15.0,14.0,individual,gas,55472,113.0,60,3.0,2.0,stairway,0
-1604601,9314,0,201810,1~10,1989,51.96,3,35.10353608354103,129.00695769973063,2638010100,230.0,249,4,6.0,5.0,individual,gas,40333,62.23,45,2.0,1.0,stairway,0
-1604604,9034,0,201810,1~10,2005,59.9942,11,35.07739952427315,128.96484864348855,2638010500,1989.0,1973,18,25.0,18.0,individual,gas,147790,83.14,1444,3.0,2.0,stairway,0
-1604605,929,0,201810,1~10,1997,84.99,4,35.090308234201046,128.99507728744615,2638010800,469.0,477,3,24.0,10.0,individual,gas,25986,107.22,223,3.0,2.0,stairway,0
-1604606,33185,0,201810,1~10,2015,129.1554,24,35.1604843139648,129.178405761719,2635010600,3911.0,2369,21,53.0,53.0,,,97396,170.23,49,3.0,2.0,stairway,0
-1604607,12005,0,201810,1~10,1987,49.68,5,35.23778959570742,129.01623591320816,2632010200,480.0,480,11,5.0,5.0,individual,gas,45229,55.92,220,2.0,1.0,stairway,0
-1604608,5721,0,201810,1~10,1996,59.88,10,35.122781256234546,129.08887199467517,2629010600,323.0,457,3,21.0,12.0,individual,gas,33896,76.25,174,3.0,1.0,stairway,0
-1604609,10421,0,201810,1~10,1996,59.67,9,35.111446763718206,129.08204640762494,2629011100,198.0,288,2,24.0,24.0,individual,gas,42847,77.83,144,3.0,1.0,stairway,0
-1604611,33546,0,201810,1~10,2015,96.7921,16,35.19200134277344,129.10600280761722,2626010200,852.0,693,6,32.0,25.0,individual,gas,92600,126.48,62,3.0,2.0,stairway,0
-1604612,37173,0,201810,1~10,2018,68.9367,12,35.2164459228516,129.081832885742,2626010800,291.0,241,2,40.0,35.0,individual,gas,153068,100.28,66,3.0,2.0,stairway,0
-1604613,7769,0,201810,1~10,2005,71.6577,20,35.15019649919747,129.03132451865815,2623011000,1309.0,1048,11,25.0,16.0,individual,gas,37024,98.36,277,3.0,2.0,stairway,0
-1604614,1444,1,201810,1~10,1996,84.94,11,37.52965523848592,127.1438344842363,1174010600,184.0,235,2,19.0,7.0,individual,gas,3913,107.52,113,3.0,2.0,stairway,0
-1604615,738,1,201810,1~10,1997,35.73,12,37.51471553003179,127.02266760909572,1168010800,684.0,644,6,13.0,9.0,individual,gas,1982,52.92,273,2.0,1.0,corridor,0
-1604617,1511,1,201810,1~10,1999,59.68,13,37.503499308748616,126.88420893889263,1153010200,898.0,718,11,23.0,18.0,individual,gas,4066,80.96,160,3.0,1.0,stairway,0
-1604619,616,1,201810,1~10,1989,64.39,13,37.50254753855083,126.86056936646122,1153010600,500.0,715,5,13.0,13.0,individual,gas,1641,96.7,39,3.0,1.0,corridor,0
-1604621,259,1,201810,1~10,1992,34.44,10,37.5704167,126.84714,1150010400,486.0,1624,10,15.0,8.0,district,cogeneration,588,49.93,384,2.0,1.0,corridor,0
-1604622,4427,1,201810,1~10,2000,49.08,15,37.511260887556574,126.85076718393556,1147010100,502.0,845,8,15.0,15.0,district,cogeneration,7797,66.84,60,2.0,1.0,stairway,0
-1604623,5458,1,201810,1~10,1997,59.4,9,37.52639810243788,126.86933097855506,1147010200,200.0,200,2,15.0,11.0,district,cogeneration,8747,68.3,59,3.0,1.0,stairway,0
-1604625,18436,1,201810,1~10,2010,59.9932,8,37.61154442745692,126.93858228538978,1138010300,890.0,647,10,15.0,12.0,individual,gas,15270,79.79,125,3.0,2.0,stairway,0
-1604626,416,1,201810,1~10,1986,33.28,5,37.6217041,127.06776,1135010200,2455.0,3930,32,14.0,5.0,district,cogeneration,1061,43.84,500,2.0,1.0,stairway,0
-1604628,2803,1,201810,1~10,1999,59.4,16,37.66695847254833,127.07968881291583,1135010500,715.0,673,5,22.0,12.0,individual,gas,5769,83.45,22,3.0,1.0,corridor,0
-1604631,5404,1,201810,1~10,1999,59.58,3,37.678129027006506,127.0497511962048,1132010800,90.0,159,3,10.0,4.0,individual,gas,33343,84.72,28,3.0,2.0,stairway,0
-1604632,3834,1,201810,1~10,1999,59.26,3,37.61956116844981,127.00208417668945,1129013300,210.0,261,4,18.0,2.0,individual,gas,6794,83.84,123,2.0,1.0,corridor,0
-1604633,19045,1,201810,1~10,2010,170.45,23,37.601822789182414,127.04044607366451,1129013600,1263.0,120,2,41.0,41.0,individual,gas,95099,223.98,30,4.0,3.0,stairway,0
-1604634,4146,1,201810,1~10,1998,114.85,18,37.61685447994778,127.07737451401304,1126010400,247.0,221,2,23.0,19.0,individual,gas,7421,142.06,44,4.0,2.0,stairway,0
-1604635,6228,1,201810,1~10,2003,104.56,15,37.54740688001127,127.05661228364805,1120011500,984.0,656,11,25.0,16.0,individual,gas,10085,127.68,258,4.0,2.0,stairway,0
-1604637,3552,0,201810,1~10,1989,39.72,1,35.18026299183244,128.9894280028547,2653010300,765.0,795,7,15.0,15.0,individual,gas,147292,52.03,120,1.0,1.0,stairway,0
-1604639,11505,0,201810,1~10,1996,84.973,19,35.1539041961007,129.01328121392328,2653010600,931.0,874,7,25.0,20.0,individual,gas,44391,108.71,226,3.0,2.0,stairway,0
-1604644,22525,0,201810,1~10,2014,84.98,20,35.1554648,129.115433,2650010400,1124.0,928,6,43.0,34.0,individual,gas,56343,118.87,219,3.0,2.0,stairway,0
-1604646,33487,0,201810,1~10,2015,61.2559,2,35.100399017333984,128.91900634765622,2644010400,935.0,850,8,29.0,23.0,district,cogeneration,92277,90.19,54,3.0,2.0,stairway,0
-1604648,17835,0,201810,1~10,2006,133.57,11,35.25136496491078,129.08615529033688,2641010700,3410.0,1926,29,25.0,15.0,individual,gas,51241,165.64,340,4.0,2.0,stairway,0
-1604651,1317,0,201810,1~10,1997,84.74,9,35.10134905412789,128.9885257525625,2638010100,220.0,225,2,19.0,8.0,individual,gas,26121,106.68,88,3.0,2.0,stairway,0
-1604653,8000,0,201810,1~10,2004,84.7737,15,35.11766875025003,128.96170023015551,2638010300,1858.0,1828,17,25.0,21.0,individual,gas,37512,106.64,122,3.0,2.0,stairway,0
-1604654,12115,0,201810,1~10,1993,84.42,11,35.076692688876854,128.97750415824223,2638010500,,101,1,15.0,10.0,individual,gas,45324,95.52,36,3.0,1.0,stairway,0
-1604655,3569,0,201810,1~10,1991,39.78,10,35.066866057702924,128.97861304621466,2638010600,,570,5,15.0,15.0,individual,gas,30409,55.02,570,2.0,1.0,stairway,0
-1604659,16310,0,201810,1~10,1983,31.02,1,35.16108413184847,129.164807673797,2635010600,,129,1,10.0,8.0,individual,-,48765,41.74,9,2.0,1.0,corridor,0
-1604660,13937,0,201810,1~10,1996,59.82,7,35.24342328840437,129.02144153533274,2632010200,200.0,390,4,15.0,15.0,individual,gas,46074,81.76,390,3.0,1.0,corridor,0
-1604662,12435,0,201810,1~10,2002,113.2856,4,35.13696527803943,129.09577260172642,2629010600,290.0,262,3,24.0,19.0,individual,gas,45721,136.78,38,4.0,2.0,stairway,0
-1604664,37468,0,201810,1~10,2018,144.181,56,35.1335332,129.112968,2629010700,2976.0,1488,4,69.0,69.0,individual,gas,154410,189.41,78,0.0,0.0,stairway,0
-1604665,16801,0,201810,1~10,1986,45.54,5,35.124214654234784,129.0809849963899,2629011000,,108,3,6.0,6.0,individual,gas,49490,52.02,18,2.0,1.0,stairway,0
-1604666,9274,0,201810,1~10,1986,48.3,4,35.210031588077776,129.10299876436287,2626010100,170.0,230,4,5.0,5.0,individual,gas,40176,58.48,90,2.0,1.0,stairway,0
-1604667,459,0,201810,1~10,1997,59.916000000000004,13,35.19484989054376,129.0975486392222,2626010400,318.0,420,4,25.0,20.0,individual,gas,25754,80.01,180,3.0,1.0,stairway,0
-1604668,3512,0,201810,1~10,1996,59.76,16,35.207313664196384,129.08634065563174,2626010500,449.0,370,2,19.0,13.0,individual,gas,30151,86.29,56,3.0,1.0,corridor,0
-1604669,18748,0,201810,1~10,2010,84.995,21,35.19864194573597,129.0542504003763,2626010900,835.0,625,8,25.0,18.0,individual,gas,52746,107.26,313,3.0,2.0,stairway,0
-1604670,16800,0,201810,1~10,1974,39.67,2,35.15427884532345,129.03915074067996,2623011000,,300,3,6.0,5.0,individual,-,49489,39.67,300,2.0,1.0,stairway,0
-1604672,1537,0,201810,1~10,1987,39.72,3,35.15945499147505,129.02627439422102,2623011100,380.0,380,8,5.0,5.0,individual,gas,26305,45.12,180,2.0,1.0,stairway,0
-1604673,37298,0,201810,1~10,2018,84.9925,35,35.1525586,129.020972,2623011100,726.0,620,4,39.0,39.0,individual,gas,153690,118.28,182,4.0,2.0,stairway,0
-1604677,17975,1,201810,1~10,2010,84.9,5,37.534146130429356,127.14651776352257,1174010600,1174.0,800,10,25.0,13.0,individual,gas,14714,111.75,255,3.0,2.0,stairway,0
-1604678,2880,1,201810,1~10,1995,84.38,11,37.5370863,127.11538,1171010300,782.0,782,7,18.0,11.0,individual,gas,147156,104.94,664,3.0,2.0,stairway,0
-1604679,1308,1,201810,1~10,1978,92.2,2,37.5096846,127.00091599999999,1165010600,3300.0,1572,13,12.0,12.0,district,cogeneration,3550,99.13,192,3.0,1.0,corridor,0
-1604680,6157,1,201810,1~10,2003,153.93,3,37.48300480021194,127.01602795272946,1165010800,1954.0,645,4,46.0,22.0,district,cogeneration,93389,211.57,88,4.0,2.0,stairway,0
-1604681,5287,1,201810,1~10,1997,59.4,1,37.4651602980322,126.93773915557536,1162010200,191.0,227,2,20.0,8.0,individual,gas,8603,83.18,115,2.0,1.0,corridor,0
-1604685,564,1,201810,1~10,1996,84.88,7,37.49432642026234,126.85726459384158,1153010700,318.0,369,2,24.0,13.0,individual,gas,1476,105.5,236,3.0,2.0,stairway,0
-1604686,6214,1,201810,1~10,2003,84.93,20,37.4906857085064,126.83988956003,1153010800,322.0,296,5,24.0,5.0,individual,gas,10051,114.26,93,3.0,2.0,stairway,0
-1604689,21575,1,201810,1~10,2011,84.97,5,37.4784933,126.84131200000002,1153011100,,678,14,15.0,14.0,individual,gas,18685,110.62,14,3.0,2.0,stairway,0
-1604691,1143,1,201810,1~10,1992,84.99,1,37.51904910680163,126.87561507272964,1147010100,279.0,279,5,18.0,9.0,district,cogeneration,3126,105.9,279,3.0,2.0,stairway,0
-1604692,9514,1,201810,1~10,2005,59.9,16,37.549904414675105,126.95140243355593,1144010200,635.0,597,12,20.0,8.0,individual,gas,11815,84.91,315,3.0,2.0,stairway,0
-1604693,4443,1,201810,1~10,1997,59.94,5,37.61803477966208,126.90993370211308,1138010400,208.0,193,1,15.0,8.0,individual,gas,31731,86.06,43,3.0,1.0,corridor,0
-1604694,6176,1,201810,1~10,2003,84.9462,11,37.62313909262578,126.91141372358015,1138010400,235.0,191,3,16.0,16.0,individual,gas,34366,105.48,94,3.0,2.0,stairway,0
-1604695,10454,1,201810,1~10,2001,49.77,3,37.66311743893213,127.0785740079802,1135010500,459.0,602,7,20.0,13.0,central,gas,12213,70.41,345,2.0,1.0,corridor,0
-1604699,16932,1,201810,1~10,2007,111.2248,4,37.65572254365864,127.04286419158936,1132010700,332.0,194,2,23.0,11.0,individual,gas,49697,137.4,42,4.0,2.0,stairway,0
-1604700,4368,1,201810,1~10,1999,57.93,2,37.647082843543465,127.035226513024,1132010700,175.0,158,1,12.0,12.0,individual,gas,156036,81.44,72,0.0,0.0,corridor,0
-1604702,1028,1,201810,1~10,1991,41.3,10,37.6249505081745,127.04708766769457,1130510200,550.0,1430,14,15.0,5.0,central,gas,146798,58.37,510,2.0,1.0,corridor,0
-1604703,3833,1,201810,1~10,1999,59.94,7,37.600340852298714,127.01008300772419,1129013300,182.0,196,1,18.0,14.0,individual,gas,30968,81.91,84,3.0,1.0,corridor,0
-1604705,6025,1,201810,1~10,2003,114.66,19,37.60790085909277,127.04542342673754,1129013700,1602.0,1253,15,23.0,11.0,individual,gas,9562,142.1,184,4.0,2.0,stairway,0
-1604706,2775,1,201810,1~10,1992,84.9,4,37.582766732386425,127.09426707839366,1126010100,440.0,440,5,15.0,12.0,individual,gas,5735,100.92,440,3.0,2.0,stairway,0
-1604708,2827,1,201810,1~10,1998,50.37,1,37.59714858278034,127.08190620984837,1126010300,1544.0,1544,9,27.0,23.0,individual,gas,5884,72.11,248,3.0,1.0,corridor,0
-1604709,2826,1,201810,1~10,1996,84.97,11,37.60349002755963,127.09808922984232,1126010600,449.0,704,5,15.0,7.0,individual,gas,147130,100.18,704,3.0,2.0,stairway,0
-1604711,1420,1,201810,1~10,1996,84.91,14,37.53862742213737,127.09587249483559,1121510300,1391.0,1606,15,27.0,20.0,individual,gas,3864,104.75,958,3.0,2.0,stairway,0
-1604713,1531,0,201810,1~10,1993,84.6,15,35.24456838342874,129.21993051859613,2671025027,510.0,930,11,15.0,15.0,individual,gas,150633,96.58,480,3.0,2.0,stairway,0
-1604715,18106,0,201810,1~10,2008,116.69,1,35.325678724748286,129.17597492290943,2671025628,1158.0,655,13,15.0,13.0,district,cogeneration,51669,143.47,112,4.0,2.0,stairway,0
-1604721,5716,0,201810,1~10,1992,78.84,3,35.183908626317546,128.99198004790495,2653010200,,1620,16,15.0,15.0,individual,gas,147508,103.45,525,3.0,1.0,corridor,0
-1604722,3887,0,201810,1~10,2000,59.98,12,35.140142396035195,128.98702917462163,2653010700,774.0,763,6,24.0,18.0,individual,gas,31040,80.54,229,3.0,1.0,stairway,0
-1604723,13950,0,201810,1~10,1986,84.15,4,35.17431184977936,129.0985309352552,2650010100,,130,4,5.0,5.0,individual,gas,46108,100.04,72,3.0,1.0,stairway,0
-1604724,1569,0,201810,1~10,1977,76.67,12,35.14015312564065,129.11270949005106,2650010500,1197.0,798,8,12.0,5.0,central,gas,26460,100.06,60,3.0,1.0,stairway,0
-1604726,3567,0,201810,1~10,1993,84.945,22,35.08615063446991,128.9923096664797,2638010700,288.0,496,4,22.0,10.0,individual,gas,30406,104.97,386,3.0,2.0,stairway,0
-1604728,19938,0,201810,1~10,1988,47.68,1,35.201703464750835,129.13254529928048,2635010300,,200,5,5.0,5.0,individual,gas,54104,57.43,80,2.0,1.0,corridor,0
-1604729,8001,0,201810,1~10,2005,84.6389,37,35.17821304217376,129.12204889208465,2635010400,4599.0,2752,14,51.0,30.0,individual,gas,37515,113.65,772,3.0,2.0,stairway,0
-1604730,501,0,201810,1~10,1997,134.97,9,35.179395600587895,129.1784553089068,2635010700,728.0,728,12,25.0,19.0,district,cogeneration,25778,157.19,140,4.0,2.0,stairway,0
-1604733,8343,0,201810,1~10,2002,59.806999999999995,30,35.2376274748503,129.01255009986826,2632010200,2269.0,1950,15,30.0,23.0,individual,gas,147760,87.22,313,3.0,2.0,stairway,0
-1604738,21953,0,201810,1~10,2013,84.919,14,35.20898606761428,129.08404694029778,2626010700,1632.0,1139,16,28.0,4.0,individual,gas,155021,116.89,121,3.0,2.0,stairway,0
-1604740,1575,0,201810,1~10,1995,46.27,11,35.07671865514359,129.0671363416011,2620012100,1340.0,1340,10,20.0,16.0,individual,gas,26486,65.78,1340,3.0,1.0,stairway,0
-1604743,9390,0,201810,1~10,1983,56.4,2,35.112205306894325,129.02904289903023,2611010100,130.0,130,2,5.0,5.0,individual,gas,40689,65.0,1,3.0,1.0,mixed,0
-1604745,92,1,201810,1~10,1976,160.51,9,37.53319572789556,127.028085805413,1168011000,720.0,960,13,15.0,12.0,district,cogeneration,221,172.62,224,5.0,2.0,stairway,0
-1604746,6307,1,201810,1~10,2003,114.94,3,37.47270086012606,126.98400590134916,1165010100,382.0,303,9,10.0,7.0,individual,gas,10274,135.51,78,4.0,2.0,stairway,0
-1604747,6166,1,201810,1~10,2004,138.96,23,37.49819972879554,127.01331259059627,1165010800,2045.0,757,3,37.0,22.0,district,cogeneration,93402,175.21,114,3.0,2.0,,0
-1604748,9111,1,201810,1~10,2004,84.8768,18,37.464771110143204,126.88872232929808,1154510200,648.0,554,7,22.0,20.0,individual,gas,11662,110.02,554,3.0,2.0,stairway,0
-1604749,4331,1,201810,1~10,1999,59.9,18,37.46327871273526,126.90944597880508,1154510300,937.0,786,13,25.0,15.0,central,gas,7709,84.32,298,3.0,1.0,,0
-1604750,5746,1,201810,1~10,1977,43.74,5,37.49939570482591,126.85596573500834,1153010600,,170,5,5.0,5.0,individual,gas,33917,52.83,170,2.0,1.0,stairway,0
-1604751,17099,1,201810,1~10,2007,83.87100000000001,9,37.546271466226884,126.92968722669956,1144011400,475.0,447,8,25.0,10.0,individual,gas,14086,103.05,106,3.0,2.0,stairway,0
-1604752,337,1,201810,1~10,1992,84.86,7,37.679226747421616,127.04441488790987,1132010800,,630,5,15.0,15.0,individual,gas,763,100.71,630,3.0,2.0,stairway,0
-1604753,2169,1,201810,1~10,1999,59.82,10,37.62617867861673,127.03936724322294,1130510200,311.0,380,4,20.0,10.0,individual,gas,4278,81.7,212,3.0,1.0,corridor,0
-1604754,1064,1,201810,1~10,1991,49.94,13,37.63085303453443,127.0392518896577,1130510200,900.0,900,8,15.0,15.0,individual,gas,2896,72.73,90,2.0,1.0,stairway,0
-1604755,2777,1,201810,1~10,1988,84.92,4,37.58750505698917,127.07546464062278,1126010100,681.0,1362,10,15.0,10.0,individual,gas,5740,101.07,290,3.0,2.0,stairway,0
-1604756,6238,1,201810,1~10,2004,58.9,2,37.597039194779256,127.10203497199706,1126010500,193.0,191,4,23.0,11.0,individual,gas,34412,77.67,73,3.0,2.0,stairway,0
-1604757,5749,1,201810,1~10,1997,84.6,14,37.60370368789794,127.10114263278773,1126010600,195.0,242,2,22.0,11.0,individual,gas,9083,108.15,117,3.0,2.0,stairway,0
-1604758,1162,1,201810,1~10,1982,105.75,10,37.529948140639476,126.9948048490215,1117013000,1156.0,578,9,12.0,10.0,individual,cogeneration,3175,115.28,194,3.0,1.0,corridor,0
-1604759,16452,0,201810,1~10,1990,49.4,5,35.32203184235501,129.1960550200547,2671025625,,170,2,5.0,3.0,individual,-,49012,57.54,40,3.0,1.0,stairway,0
-1604761,1585,0,201810,1~10,1997,59.99,1,35.136682601206495,128.97729115221676,2653010700,663.0,893,11,21.0,11.0,individual,gas,26519,76.57,683,3.0,1.0,stairway,0
-1604763,15819,0,201810,1~10,2007,159.5248,14,35.161325331799524,129.1226765971818,2650010300,588.0,265,5,15.0,14.0,individual,gas,48154,184.36,84,4.0,2.0,stairway,0
-1604764,16378,0,201810,1~10,2001,84.3812,17,35.17769855424695,129.0657173975248,2647010100,2023.0,1330,14,25.0,12.0,individual,gas,48866,106.69,24,3.0,2.0,stairway,0
-1604765,17949,0,201810,1~10,1977,68.6,2,35.18147623269163,129.07330755838706,2647010200,,108,3,5.0,4.0,individual,gas,51441,80.13,66,4.0,1.0,stairway,0
-1604766,17690,0,201810,1~10,2008,84.94,13,35.08254169253663,128.90603379676858,2644010400,1690.0,1122,16,15.0,12.0,individual,gas,50892,109.36,350,3.0,2.0,stairway,0
-1604767,919,0,201810,1~10,1995,59.82,21,35.234039985708684,129.09061875317525,2641010900,550.0,552,3,24.0,10.0,individual,gas,25971,81.95,247,3.0,1.0,stairway,0
-1604768,11973,0,201810,1~10,1997,84.87,10,35.104175004979446,128.99007262434432,2638010100,117.0,235,2,15.0,13.0,individual,gas,45199,100.38,162,3.0,2.0,stairway,0
-1604771,9391,0,201810,1~10,1988,43.97,1,35.23024136701797,129.1599446782444,2635010100,,425,8,5.0,5.0,individual,gas,40697,53.85,150,2.0,1.0,stairway,0
-1604774,37295,0,201810,1~10,2018,75.5332,20,35.177276611328104,129.195083618164,2635010800,261.0,230,4,24.0,15.0,individual,gas,153719,103.04,41,3.0,2.0,stairway,0
-1604775,15415,0,201810,1~10,2007,129.7194,17,35.22940826394932,129.01345409115453,2632010200,519.0,299,4,26.0,24.0,individual,gas,47770,161.37,99,4.0,2.0,stairway,0
-1604776,15668,0,201810,1~10,2008,123.307,29,35.102910999860946,129.11926565296332,2629010700,5755.0,3000,15,47.0,18.0,individual,gas,48026,164.91,623,4.0,2.0,stairway,0
-1604777,5340,0,201810,1~10,1997,40.3,20,35.19505678621061,129.09350968008516,2626010400,479.0,531,4,25.0,10.0,individual,gas,33268,58.2,60,2.0,1.0,stairway,0
-1604779,23191,0,201810,1~10,2014,84.9955,17,35.16557038826405,129.04545965656442,2623010800,867.0,751,8,25.0,25.0,individual,gas,56790,110.43,418,3.0,2.0,stairway,0
-1604781,21190,0,201810,1~10,1994,44.87,3,35.1631723,129.024116,2623011100,1383.0,640,5,20.0,20.0,individual,gas,55260,64.9,640,2.0,1.0,corridor,0
-1604782,9386,0,201810,1~10,1992,149.22,2,35.094526738896285,129.04327090703637,2620011600,447.0,676,4,23.0,22.0,individual,gas,40682,172.19,88,5.0,2.0,stairway,0
-1604784,22936,0,201810,1~10,2014,59.8826,14,35.1155469,129.009758,2614010600,888.0,753,10,22.0,14.0,individual,gas,56630,84.08,63,3.0,2.0,stairway,0
-1604785,6091,1,201810,1~10,2004,84.2,9,37.48730982964421,126.96086404320091,1162010100,2110.0,2496,23,24.0,17.0,individual,gas,9783,112.93,255,3.0,2.0,mixed,0
-1604787,33319,1,201810,1~10,2015,84.025,11,37.52750015258789,126.9020004272461,1156011400,185.0,162,3,20.0,7.0,individual,gas,91879,106.67,38,3.0,2.0,stairway,0
-1604788,258,1,201810,1~10,1993,33.6,10,37.5746975,126.819232,1150010900,984.0,2547,18,15.0,15.0,district,cogeneration,146644,44.08,269,2.0,1.0,corridor,0
-1604789,6258,1,201810,1~10,2004,114.99,6,37.543329085382865,126.93327926727595,1144011200,588.0,510,10,20.0,11.0,individual,gas,10137,133.44,100,4.0,2.0,stairway,0
-1604790,6199,1,201810,1~10,2002,84.92299999999999,2,37.600072679454385,126.9379213306073,1138010200,316.0,341,5,19.0,9.0,individual,gas,10025,111.02,99,3.0,2.0,stairway,0
-1604793,1284,1,201810,1~10,1995,84.94,15,37.686692799999996,127.04754799999999,1132010800,3481.0,2678,25,17.0,11.0,individual,gas,3514,102.02,236,3.0,2.0,stairway,0
-1604794,6003,1,201810,1~10,2003,114.92200000000001,2,37.61523104067486,127.03570984295618,1130510100,1069.0,860,11,22.0,8.0,individual,gas,9473,142.86,197,4.0,2.0,stairway,0
-1604795,651,1,201810,1~10,1990,84.98,3,37.661830968824255,127.01383589617905,1130510400,210.0,262,2,15.0,12.0,individual,gas,1709,99.79,232,3.0,1.0,stairway,0
-1604796,5779,1,201810,1~10,2003,84.844,16,37.61037221146553,127.02427314034344,1129013400,1693.0,1377,18,23.0,8.0,individual,gas,9107,111.12,671,3.0,2.0,stairway,0
-1604797,4069,1,201810,1~10,1997,83.01,2,37.574881194025224,127.04570221814836,1123010400,254.0,360,3,22.0,21.0,individual,gas,7239,105.74,84,3.0,2.0,stairway,0
-1604798,3936,1,201810,1~10,2001,84.72,19,37.56934180291658,127.06170904439827,1123010500,954.0,1259,10,23.0,15.0,individual,gas,6991,108.68,375,3.0,2.0,stairway,0
-1604799,2967,1,201810,1~10,1992,35.45,13,37.570811768937894,127.06257960696196,1123010500,600.0,600,4,15.0,14.0,individual,gas,6404,47.03,178,2.0,1.0,corridor,0
-1604800,2966,1,201810,1~10,2000,114.76,12,37.57447848541578,127.05974356557915,1123010500,1377.0,1542,16,25.0,6.0,individual,gas,6399,140.69,294,4.0,2.0,stairway,0
-1604801,3968,1,201810,1~10,1999,59.98,7,37.53284575924021,127.07165783747386,1121510500,192.0,178,1,19.0,9.0,individual,gas,31134,85.39,112,3.0,1.0,corridor,0
-1604803,5665,1,201810,1~10,2001,114.63,2,37.55848240749728,127.02330107601331,1120010200,465.0,414,3,23.0,8.0,individual,gas,8966,141.17,17,4.0,2.0,stairway,0
-1604805,19657,1,201810,1~10,2009,84.87,9,37.552672831662136,127.06917351503958,1120011800,286.0,241,6,15.0,12.0,individual,gas,17032,112.14,14,3.0,2.0,mixed,0
-1604806,15755,0,201810,1~10,2008,115.93,28,35.177781443698976,129.12446107506776,2635010400,1850.0,629,3,60.0,21.0,individual,gas,94277,148.88,81,3.0,2.0,,0
-1604809,36944,0,201810,1~10,2017,142.6275,1,35.32216262817379,129.189559936523,2671025621,0.0,431,18,6.0,5.0,district,cogeneration,152133,196.31,18,5.0,2.0,stairway,0
-1604812,23081,0,201810,1~10,2014,84.9281,6,35.32304253687364,129.17464641986308,2671025628,579.0,539,9,15.0,15.0,district,cogeneration,56710,112.67,144,3.0,2.0,stairway,0
-1604814,5579,0,201810,1~10,1992,49.94,13,35.183185536488764,128.99495681218195,2653010200,326.0,1080,7,15.0,15.0,individual,gas,33656,72.95,270,2.0,1.0,corridor,0
-1604815,14378,0,201810,1~10,1977,41.98,2,35.17693556143909,129.10437150512936,2650010100,,120,3,5.0,5.0,district,-,46349,48.69,40,2.0,1.0,stairway,0
-1604816,1598,0,201810,1~10,1996,59.76,4,35.16175174429173,129.10837833412307,2650010400,882.0,1038,9,22.0,10.0,individual,gas,26567,75.97,437,3.0,1.0,stairway,0
-1604818,33533,0,201810,1~10,2016,66.9173,4,35.097198486328125,128.91900634765622,2644010400,718.0,642,8,25.0,17.0,district,cogeneration,92528,89.68,98,3.0,2.0,stairway,0
-1604819,24858,0,201810,1~10,2014,56.64,14,35.271815414603985,129.09314962894769,2641010400,116.0,115,1,24.0,24.0,individual,gas,166579,69.59,23,2.0,1.0,stairway,0
-1604820,1608,0,201810,1~10,1994,58.15,6,35.221584270895654,129.08822142661518,2641010900,122.0,192,1,22.0,9.0,individual,gas,26602,79.19,44,3.0,2.0,stairway,0
-1604822,13762,0,201810,1~10,1982,56.06,3,35.096604133840444,128.99034910166625,2638010100,,115,2,5.0,5.0,individual,gas,45991,66.81,1,3.0,1.0,stairway,0
-1604823,9312,0,201810,1~10,1988,59.99,4,35.096865926317264,128.97743867727573,2638010100,,192,4,6.0,6.0,individual,gas,40319,72.46,60,2.0,1.0,stairway,0
-1604824,9322,0,201810,1~10,1992,61.85,5,35.0988281656822,128.97537196629378,2638010200,132.0,270,2,15.0,12.0,individual,gas,40366,77.4,45,2.0,1.0,stairway,0
-1604827,3599,0,201810,1~10,1997,59.916000000000004,3,35.22736709983154,129.15921832437294,2635010100,431.0,764,6,24.0,16.0,individual,gas,30554,79.34,764,3.0,1.0,stairway,0
-1604828,17505,0,201810,1~10,2008,84.9668,25,35.1643332004258,129.16714998932886,2635010600,422.0,358,3,32.0,26.0,individual,gas,50710,113.13,180,3.0,2.0,stairway,0
-1604829,46,0,201810,1~10,1998,59.88,9,35.17806724377273,129.18056226264386,2635010700,843.0,788,13,25.0,18.0,district,cogeneration,25527,75.81,356,3.0,1.0,stairway,0
-1604830,68,0,201810,1~10,1996,84.93,11,35.16639075051388,129.18563636387574,2635010700,1548.0,1358,19,24.0,19.0,district,cogeneration,25561,102.78,268,3.0,2.0,stairway,0
-1604831,3619,0,201810,1~10,1998,59.99,17,35.1658553,129.183444,2635010700,1050.0,1721,16,25.0,20.0,district,cogeneration,30650,80.41,780,3.0,1.0,stairway,0
-1604832,330,0,201810,1~10,1996,59.94,12,35.179506146806695,129.17049431216563,2635010700,1422.0,1422,15,27.0,16.0,district,cogeneration,25728,75.18,648,3.0,1.0,corridor,0
-1604834,7930,0,201810,1~10,1994,49.77,13,35.26372093654421,129.02036352786664,2632010100,551.0,1484,14,15.0,12.0,individual,gas,37374,67.92,240,2.0,1.0,corridor,0
-1604835,7929,0,201810,1~10,1994,68.12,2,35.26241254471858,129.01992670873508,2632010100,436.0,576,5,18.0,18.0,individual,gas,37371,86.84,575,3.0,1.0,stairway,0
-1604836,20345,0,201810,1~10,2007,84.7799,13,35.19817150265788,128.99422104911642,2632010500,116.0,114,1,15.0,15.0,individual,gas,54618,109.78,84,3.0,2.0,stairway,0
-1604837,23582,0,201810,1~10,2013,95.86,9,35.139853,129.10375200000001,2629010600,294.0,204,2,40.0,36.0,individual,gas,95694,129.74,68,3.0,2.0,stairway,0
-1604838,3509,0,201810,1~10,1998,59.955,17,35.192954923497894,129.09790388899785,2626010400,624.0,632,6,22.0,20.0,individual,gas,30130,80.23,280,3.0,1.0,stairway,0
-1604839,38422,0,201810,1~10,2018,84.7932,13,35.2044906616211,129.061782836914,2626010800,685.0,582,6,29.0,25.0,individual,gas,155140,112.34,54,3.0,2.0,stairway,0
-1604840,9306,0,201810,1~10,1999,59.79,14,35.214011479303544,129.0796119091825,2626010800,348.0,274,1,28.0,28.0,individual,gas,40287,81.79,99,2.0,1.0,corridor,0
-1604841,11234,0,201810,1~10,2006,59.937,9,35.19661463262171,129.05561333900263,2626010900,3958.0,2947,29,25.0,22.0,individual,gas,43907,79.38,518,3.0,2.0,stairway,0
-1604846,1539,0,201810,1~10,1989,58.01,3,35.161129152384405,129.03263230135065,2623010900,2716.0,2716,20,15.0,15.0,central,gas,26323,80.26,352,2.0,1.0,corridor,0
-1604847,9385,0,201810,1~10,1993,84.85,2,35.08412670356393,129.0475721020498,2620011300,79.0,209,1,15.0,6.0,individual,-,40678,103.73,113,3.0,2.0,stairway,0
-1604848,11735,0,201810,1~10,1989,45.84,3,35.08007805410167,129.01988886663605,2614012400,100.0,115,3,6.0,5.0,individual,-,44895,53.82,40,3.0,1.0,stairway,0
-1604849,19736,1,201810,1~10,2009,114.81,10,37.56010139999999,127.18079399999999,1174011000,798.0,694,12,15.0,10.0,district,cogeneration,17211,142.14,50,4.0,2.0,stairway,0
-1604850,25281,1,201810,1~10,2014,84.3,16,37.451063678899054,127.06446427031022,1165010900,1767.0,1264,26,20.0,2.0,individual,gas,19944,113.35,92,3.0,2.0,stairway,0
-1604851,12308,1,201810,1~10,2006,63.73,4,37.49356957800043,126.93524591538299,1159010200,135.0,118,3,12.0,7.0,individual,gas,45547,84.48,14,3.0,2.0,stairway,0
-1604853,2537,1,201810,1~10,2000,59.95,18,37.48467909491101,126.85194169123484,1153010700,1459.0,1371,13,24.0,9.0,individual,gas,5305,88.78,557,3.0,1.0,corridor,0
-1604854,17486,1,201810,1~10,2010,59.96,1,37.49673142073229,126.82102771869378,1153011000,1267.0,999,18,12.0,6.0,individual,gas,14283,82.61,156,3.0,2.0,stairway,0
-1604855,358,1,201810,1~10,1987,157.59,6,37.51614952159533,126.87043926818916,1147010100,1879.0,3100,34,20.0,15.0,district,cogeneration,834,181.81,60,5.0,2.0,stairway,0
-1604856,10052,1,201810,1~10,2004,59.9,5,37.542101719168855,126.8279257586704,1147010300,149.0,126,2,12.0,7.0,individual,gas,42277,75.53,18,3.0,1.0,stairway,0
-1604861,20043,1,201810,1~10,2012,84.95,7,37.572650516725716,126.91054985435294,1141011900,4890.0,3293,51,35.0,7.0,district,cogeneration,17631,112.45,66,3.0,2.0,stairway,0
-1604862,3763,1,201810,1~10,2000,84.95,4,37.57680389742342,126.9079411566041,1141011900,164.0,213,3,15.0,8.0,individual,gas,147325,105.6,99,3.0,3.0,stairway,0
-1604863,11023,1,201810,1~10,2006,116.32,2,37.61150388814018,126.90924390816194,1138010500,228.0,189,6,15.0,7.0,individual,gas,43528,143.87,30,4.0,2.0,stairway,0
-1604864,23217,1,201810,1~10,2013,84.9,6,37.598617452457844,126.92670284984136,1138010700,427.0,350,6,19.0,13.0,individual,gas,19354,110.33,163,3.0,2.0,stairway,0
-1604866,2961,1,201810,1~10,1994,134.29,4,37.66652824708035,127.03961976216559,1132010600,,347,3,18.0,12.0,individual,gas,6379,170.69,72,4.0,2.0,stairway,0
-1604870,1066,1,201810,1~10,1991,41.3,2,37.6442817535652,127.0478295711751,1132010700,1710.0,1710,10,15.0,15.0,central,gas,2907,60.33,30,2.0,1.0,corridor,0
-1604871,3734,1,201810,1~10,1998,59.92,11,37.6762630605651,127.04766418868073,1132010800,228.0,190,1,18.0,18.0,individual,gas,30845,82.96,35,2.0,1.0,stairway,0
-1604874,25782,1,201810,1~10,2014,59.5,12,37.60114669799805,127.02379608154295,1129010300,,490,6,23.0,18.0,individual,gas,20038,77.0,88,3.0,2.0,stairway,0
-1604875,2913,1,201810,1~10,1999,114.66,4,37.59903074165889,127.02331371539343,1129010300,1676.0,1278,7,26.0,12.0,individual,gas,6189,137.23,395,4.0,2.0,stairway,0
-1604876,3708,1,201810,1~10,1999,59.9,11,37.59955419540963,127.01833131289324,1129013300,217.0,193,2,19.0,11.0,individual,gas,30791,83.31,126,3.0,1.0,corridor,0
-1604877,5998,1,201810,1~10,2002,59.65,11,37.572876710017574,127.08063442383265,1126010100,632.0,573,4,19.0,19.0,individual,gas,9462,84.19,257,3.0,1.0,corridor,0
-1604878,6021,1,201810,1~10,2003,114.97,15,37.55559257829403,127.0354867067092,1120010700,1535.0,1410,19,25.0,7.0,individual,gas,9545,142.42,310,4.0,2.0,stairway,0
-1604880,2819,1,201810,1~10,1999,59.97,9,37.55816980350889,127.0178956224892,1114016200,1307.0,994,14,23.0,14.0,individual,gas,5850,79.62,46,2.0,1.0,stairway,0
-1604882,38643,0,201810,1~10,2004,30.57,7,35.1493530273438,129.013290405273,2653010600,155.0,312,1,15.0,15.0,individual,gas,165003,40.5,139,1.0,1.0,corridor,0
-1604883,9260,0,201810,1~10,1992,46.32,4,35.136501540822266,128.99142534099036,2653010700,,1110,10,15.0,15.0,individual,gas,40121,64.9,1110,3.0,1.0,stairway,0
-1604884,6395,0,201810,1~10,2002,84.71700000000001,10,35.192605735121234,129.0691861429768,2647010100,1277.0,1110,13,28.0,17.0,individual,gas,34529,118.97,488,3.0,2.0,stairway,0
-1604885,17482,0,201810,1~10,2009,84.97,4,35.08705332740932,128.89786324994628,2644010400,941.0,652,11,15.0,12.0,district,cogeneration,50660,109.24,50,3.0,2.0,stairway,0
-1604888,15522,0,201810,1~10,2004,83.64,31,35.24481734508356,129.09272331317268,2641010700,284.0,297,1,32.0,32.0,individual,gas,166397,107.5,27,3.0,1.0,corridor,0
-1604891,3614,0,201810,1~10,1999,84.92,9,35.17047572015505,129.14180828656524,2635010500,514.0,498,5,20.0,11.0,individual,gas,30628,106.67,298,3.0,2.0,stairway,0
-1604892,12107,0,201810,1~10,1988,43.58,3,35.232981099482586,129.01471541659072,2632010200,150.0,360,8,6.0,6.0,individual,gas,45313,53.29,192,3.0,1.0,stairway,0
-1604894,1547,0,201810,1~10,1998,59.8,16,35.231339399999996,129.015513,2632010200,3776.0,3382,35,25.0,13.0,individual,gas,26350,80.01,1184,3.0,1.0,stairway,0
-1604899,16910,0,201810,1~10,2007,84.9944,9,35.14039231582172,129.07825482247108,2629010600,592.0,421,9,23.0,18.0,individual,gas,49644,110.41,94,3.0,2.0,stairway,0
-1604901,5799,0,201810,1~10,2004,84.88799999999999,17,35.1315603,129.11422199999998,2629010700,619.0,362,3,24.0,22.0,individual,gas,33988,108.11,266,3.0,2.0,stairway,0
-1604903,7772,0,201810,1~10,2004,84.88799999999999,17,35.1291484,129.10731,2629010700,,804,9,25.0,23.0,individual,gas,37043,108.01,380,3.0,2.0,stairway,0
-1604906,18113,0,201810,1~10,2008,153.5514,3,35.21322753099213,129.07635487152822,2626010800,420.0,190,3,28.0,20.0,individual,gas,51680,197.06,78,4.0,2.0,,0
-1604908,10557,0,201810,1~10,2006,59.6572,21,35.1318254021576,129.05514584298217,2617010300,453.0,466,3,25.0,19.0,individual,gas,43117,81.09,191,3.0,2.0,stairway,0
-1604909,6260,1,201810,1~10,2003,106.79,5,37.533881125647405,127.14805143249347,1174010600,171.0,132,2,15.0,6.0,individual,gas,34431,127.37,38,4.0,2.0,stairway,0
-1604910,2882,1,201810,1~10,1998,135.3,14,37.53960908685604,127.11820943630792,1171010300,460.0,442,3,23.0,7.0,individual,gas,6087,170.55,4,5.0,3.0,stairway,0
-1604911,1142,1,201810,1~10,1998,84.86,16,37.51414076020647,127.00845165056084,1165010600,,347,2,18.0,14.0,individual,gas,3123,109.68,193,3.0,2.0,stairway,0
-1604912,559,1,201810,1~10,1988,165.92,8,37.498545433330456,127.01561511197758,1165010800,,2390,24,15.0,9.0,district,cogeneration,1472,189.05,330,5.0,2.0,stairway,0
-1604914,1610,1,201810,1~10,1998,59.44,2,37.490283185848206,126.87691565779984,1153010200,832.0,829,10,25.0,12.0,individual,gas,4100,82.41,382,2.0,1.0,corridor,0
-1604915,18725,1,201810,1~10,2010,162.36,7,37.505502992436405,126.86379394431272,1147010100,488.0,241,4,15.0,9.0,individual,gas,15675,195.26,57,3.0,3.0,stairway,0
-1604918,22105,1,201810,1~10,2012,84.9772,10,37.598962083116476,126.94397375735187,1141011800,250.0,195,5,13.0,8.0,individual,gas,55868,112.83,48,3.0,2.0,stairway,0
-1604919,2958,1,201810,1~10,1992,44.52,9,37.656893185117276,127.07898449211748,1135010600,78.0,1800,10,15.0,15.0,central,gas,6371,59.2,1800,2.0,1.0,corridor,0
-1604920,4343,1,201810,1~10,1990,84.66,15,37.65856249630825,127.03120193230568,1132010500,771.0,783,8,15.0,13.0,individual,gas,7726,101.99,378,3.0,2.0,stairway,0
-1604921,2946,1,201810,1~10,1996,40.02,11,37.67343741909391,127.04808405179516,1132010800,2450.0,2462,16,18.0,5.0,district,gas,6321,56.2,143,2.0,1.0,corridor,0
-1604922,5038,1,201810,1~10,2001,114.73,18,37.610228531479294,127.05502897706758,1129013800,169.0,147,1,18.0,6.0,individual,gas,32736,144.42,33,4.0,2.0,stairway,0
-1604924,9910,1,201810,1~10,2000,84.87,14,37.57887260500885,127.08226203905764,1126010100,639.0,555,7,25.0,8.0,individual,gas,11891,108.73,100,3.0,2.0,stairway,0
-1604925,2965,1,201810,1~10,2000,59.95,7,37.569310152498815,127.06018768670343,1123010500,782.0,739,9,23.0,9.0,individual,gas,6396,79.16,40,3.0,1.0,stairway,0
-1604926,20052,1,201810,1~10,2013,84.74,5,37.59047291580242,127.0664910519866,1123010900,497.0,451,8,15.0,10.0,individual,gas,17670,107.62,70,3.0,2.0,stairway,0
-1604927,9289,1,201810,1~10,2003,84.97200000000001,9,37.60452201412,127.0649724465962,1123011000,1616.0,1378,19,23.0,16.0,individual,gas,11784,114.69,408,3.0,2.0,stairway,0
-1604928,6626,1,201810,1~10,2004,132.0263,6,37.53605298724647,127.0928369396357,1121510300,549.0,308,2,37.0,22.0,individual,gas,93620,168.6,76,4.0,2.0,stairway,0
-1604929,11123,1,201810,1~10,2006,84.73,4,37.53550339731193,127.06916217870243,1121510500,192.0,131,2,25.0,22.0,individual,gas,94075,109.4,20,3.0,2.0,stairway,0
-1604930,1108,1,201810,1~10,1989,71.85,7,37.56177596575551,127.04857811255323,1120010600,270.0,270,2,15.0,15.0,individual,gas,3062,90.0,270,3.0,2.0,corridor,0
-1604935,36223,1,201810,1~10,2016,59.91,11,37.5477151,127.013811,1120011300,2530.0,1976,25,20.0,20.0,individual,gas,149765,83.87,80,3.0,2.0,stairway,0
-1604936,1466,1,201810,1~10,1989,84.91,7,37.492986413701146,126.87711476405936,1153010200,510.0,735,6,15.0,15.0,district,cogeneration,3952,102.76,450,3.0,1.0,stairway,0
-1604937,2816,1,201810,1~10,1993,64.66,10,37.580324249375536,127.01178752964917,1111017400,902.0,919,7,15.0,11.0,individual,gas,5839,87.3,284,2.0,1.0,corridor,0
-1604938,19825,0,201810,1~10,2011,84.53,14,35.32582024184881,129.18810008021492,2671025621,494.0,444,8,15.0,14.0,district,cogeneration,53955,112.09,105,3.0,2.0,stairway,0
-1604940,14520,0,201810,1~10,2007,149.8566,26,35.17314623975042,129.10649515293386,2650010100,1693.0,862,8,28.0,16.0,individual,gas,46501,190.16,112,4.0,2.0,stairway,0
-1604944,21886,0,201810,1~10,2014,75.9769,18,35.24114415527464,129.08396017948382,2641010800,627.0,565,6,25.0,15.0,individual,gas,55674,100.08,114,3.0,2.0,stairway,0
-1604947,21331,0,201810,1~10,1996,49.83,16,35.243433787020294,129.0180057939573,2632010200,187.0,400,3,20.0,20.0,individual,gas,55280,69.19,400,2.0,1.0,stairway,0
-1604949,22209,0,201810,1~10,2014,84.9887,38,35.20820793442406,128.99940310068965,2632010500,1274.0,1079,4,48.0,47.0,individual,gas,95617,113.05,361,3.0,2.0,stairway,0
-1604950,38465,0,201810,1~10,2018,72.63,24,35.19679641723629,129.063812255859,2626010900,251.0,230,3,32.0,29.0,individual,gas,161578,98.02,62,3.0,2.0,stairway,0
-1604951,15915,0,201810,1~10,1978,40.1,2,35.15516588669846,129.07268344840628,2623010200,298.0,400,8,5.0,5.0,individual,-,48224,45.39,385,2.0,1.0,stairway,0
-1604952,9839,0,201810,1~10,2005,37.65,4,35.157122719228546,129.05388161495134,2623010300,217.0,358,1,20.0,11.0,individual,gas,166223,62.81,151,1.0,1.0,stairway,0
-1604954,1554,0,201810,1~10,1989,127.22,1,35.161291032098994,129.0283522512051,2623011100,400.0,360,4,15.0,15.0,individual,gas,26396,145.97,180,4.0,2.0,stairway,0
-1604955,7153,1,201810,1~10,2002,70.49,8,37.49395885325698,127.0278811307145,1165010800,285.0,365,1,21.0,21.0,individual,gas,166721,101.38,52,2.0,2.0,stairway,0
-1604956,2681,1,201810,1~10,2000,114.84,18,37.451572420458795,126.91890376299924,1154510300,1641.0,2336,16,20.0,16.0,district,cogeneration,5668,142.08,827,4.0,2.0,stairway,0
-1604957,18839,1,201810,1~10,2011,152.24,47,37.508585477941864,126.88889709939123,1153010100,2447.0,524,2,51.0,9.0,individual,gas,95004,215.16,12,4.0,2.0,stairway,0
-1604958,1262,1,201810,1~10,1999,59.57,16,37.49526607305872,126.86250078204634,1153010700,2504.0,1983,26,25.0,10.0,individual,gas,3449,80.22,828,3.0,1.0,stairway,0
-1604959,11765,1,201810,1~10,2007,84.988,14,37.54836163626393,126.92944083213526,1144011400,753.0,635,15,15.0,6.0,individual,gas,12694,107.64,396,3.0,2.0,stairway,0
-1604960,19492,1,201810,1~10,2009,84.95,1,37.635312799999994,126.923775,1138011400,519.0,353,11,15.0,3.0,district,cogeneration,16813,105.46,2,3.0,2.0,stairway,0
-1604961,1437,1,201810,1~10,1999,84.96,10,37.67163697246641,127.05296598943872,1135010500,400.0,494,6,15.0,12.0,district,cogeneration,3897,102.4,479,3.0,2.0,stairway,0
-1604963,2962,1,201810,1~10,1992,83.85,5,37.65795514556947,127.02386250683656,1132010600,373.0,658,8,12.0,8.0,individual,gas,147204,101.68,192,3.0,2.0,stairway,0
-1604964,19691,1,201810,1~10,2011,114.88,6,37.61776520417838,127.01693126286315,1130510100,1777.0,1370,24,23.0,7.0,individual,gas,17092,145.94,123,4.0,2.0,stairway,0
-1604965,144,1,201810,1~10,1998,84.93,7,37.630605575463655,127.03541811977243,1130510200,233.0,284,3,20.0,10.0,individual,gas,362,114.08,80,3.0,2.0,stairway,0
-1604966,2170,1,201810,1~10,2000,59.94,20,37.62747458946173,127.04365906676644,1130510200,212.0,263,2,21.0,12.0,individual,gas,4282,82.83,158,3.0,1.0,corridor,0
-1604969,9079,1,201810,1~10,2005,59.88,5,37.61858428994393,127.007303584487,1129013300,2366.0,1971,28,20.0,13.0,individual,gas,11630,85.56,115,3.0,1.0,stairway,0
-1604970,6572,1,201810,1~10,2003,84.602,3,37.597102137293184,127.09118248359627,1126010200,791.0,504,3,25.0,12.0,individual,gas,93613,102.68,50,3.0,2.0,stairway,0
-1604971,124,1,201810,1~10,1986,57.78,14,37.54326447776264,127.01155085629763,1120011300,900.0,900,8,15.0,15.0,central,gas,318,80.09,150,3.0,1.0,corridor,0
-1604972,5995,1,201810,1~10,2002,84.94,1,37.52285889768646,126.99197271277754,1117013300,298.0,172,3,18.0,16.0,individual,gas,34289,115.62,68,3.0,2.0,stairway,0
-1604974,25829,0,201810,1~10,2014,49.0228,11,35.269202899999996,129.237592,2671031022,118.0,144,3,15.0,5.0,individual,gas,58296,69.03,24,1.0,1.0,stairway,0
-1604975,3559,0,201810,1~10,1993,72.02,7,35.18536326034122,128.99361379276831,2653010200,70.0,163,2,15.0,6.0,individual,gas,30366,87.75,6,3.0,2.0,stairway,0
-1604976,5433,0,201810,1~10,1984,84.55,3,35.147424905078346,129.11387615234221,2650010500,210.0,210,2,15.0,15.0,central,gas,33367,100.8,75,3.0,1.0,stairway,0
-1604979,33477,0,201810,1~10,2015,84.98,18,35.19110107421875,129.09800720214844,2647010200,2276.0,1758,14,41.0,20.0,individual,gas,92213,113.58,109,3.0,2.0,stairway,0
-1604980,23378,0,201810,1~10,2015,74.6236,13,35.18361282348633,129.11273193359378,2647010200,612.0,560,6,28.0,22.0,individual,gas,57027,98.47,204,3.0,2.0,stairway,0
-1604981,3578,0,201810,1~10,1993,84.96,4,35.09747156362542,128.96658028891298,2638010400,651.0,937,6,25.0,14.0,individual,gas,30457,104.15,643,3.0,2.0,stairway,0
-1604984,1596,0,201810,1~10,1991,52.11,8,35.061978389980226,128.975715519089,2638010600,258.0,714,9,15.0,12.0,individual,gas,26563,71.74,714,3.0,1.0,corridor,0
-1604985,17782,0,201810,1~10,2006,73.405,14,35.18876421399927,129.11748900518592,2635010400,1323.0,1190,11,31.0,20.0,individual,gas,51093,96.98,361,3.0,2.0,stairway,0
-1604986,15599,0,201810,1~10,2005,169.292,8,35.169649874514896,129.17037271166132,2635010600,343.0,145,3,15.0,13.0,individual,gas,147963,199.91,90,4.0,2.0,stairway,0
-1604989,18774,0,201810,1~10,2011,127.2525,17,35.17223645666976,129.04774264507398,2623010600,1306.0,1011,13,23.0,18.0,individual,gas,52824,164.4,89,4.0,2.0,stairway,0
-1604990,1606,0,201810,1~10,1998,59.99,26,35.1560625509935,129.01961090222022,2623011100,1849.0,1691,16,27.0,16.0,individual,gas,26597,80.81,441,3.0,1.0,stairway,0
-1604991,10513,0,201810,1~10,2006,127.05,24,35.135958635449036,129.06391611974658,2617010400,1066.0,690,4,47.0,24.0,individual,gas,93991,160.14,68,3.0,2.0,stairway,0
-1604993,5839,1,201810,1~10,2002,55.91,9,37.52982611055248,126.90823876909192,1156011700,1013.0,801,13,19.0,16.0,individual,gas,9191,81.55,120,3.0,1.0,stairway,0
-1604996,10244,1,201810,1~10,2004,84.9852,1,37.48426727506361,126.8200896118726,1153011200,305.0,245,11,5.0,5.0,individual,gas,12111,109.33,169,3.0,2.0,stairway,0
-1604997,1233,1,201810,1~10,1988,56.88,7,37.53571572533554,126.84368547031292,1150010300,220.0,473,4,12.0,8.0,individual,gas,3386,74.12,252,3.0,1.0,corridor,0
-1604998,10498,1,201810,1~10,2002,41.58,18,37.55368165299397,126.93672400781277,1144011000,147.0,203,1,19.0,19.0,individual,gas,164937,58.21,16,1.0,1.0,corridor,0
-1604999,1176,1,201810,1~10,1999,84.87,1,37.5905035,127.01269199999999,1129011400,445.0,437,5,18.0,10.0,individual,gas,3218,104.97,136,3.0,2.0,stairway,0
-1605001,4536,1,201810,1~10,1993,84.87,8,37.58161762607821,127.08397683877493,1126010100,92.0,122,1,15.0,15.0,individual,gas,31840,108.77,52,3.0,2.0,,0
-1605006,14561,1,201810,1~10,2006,84.29,1,37.574698036863154,127.073074463349,1123010600,152.0,137,2,15.0,9.0,individual,gas,46580,101.55,51,3.0,2.0,stairway,0
-1605007,733,1,201810,1~10,1985,140.81,3,37.51809760951357,126.9875028418853,1117013300,,1326,15,13.0,13.0,district,cogeneration,1968,151.94,432,4.0,2.0,stairway,0
-1605010,12089,0,201810,1~10,1983,42.3,4,35.13003890656854,128.97420821003334,2653010800,460.0,460,12,5.0,5.0,individual,gas,45292,49.5,460,3.0,1.0,stairway,0
-1605011,33484,0,201810,1~10,2015,66.9377,13,35.09999847412109,128.9219970703125,2644010400,1083.0,980,13,20.0,17.0,district,cogeneration,92261,87.89,160,3.0,2.0,stairway,0
-1605012,9213,0,201810,1~10,1986,50.85,2,35.25648353290007,129.08719615809716,2641010700,150.0,149,4,6.0,5.0,individual,gas,39969,64.03,18,2.0,1.0,mixed,0
-1605013,12396,0,201810,1~10,1986,70.56,4,35.219912424701704,129.10606932788545,2641011000,,110,2,5.0,5.0,individual,gas,45656,77.04,20,3.0,1.0,stairway,0
-1605014,12285,0,201810,1~10,1981,77.49,2,35.095264660663716,128.99267177374634,2638010100,,100,3,5.0,5.0,individual,gas,45530,83.77,20,3.0,1.0,stairway,0
-1605024,15598,0,201810,1~10,2005,84.9271,9,35.16679428371174,129.17624030077292,2635010600,276.0,203,3,21.0,14.0,district,cogeneration,47944,109.48,65,3.0,2.0,stairway,0
-1605026,186,0,201810,1~10,1996,50.575,3,35.1767645718066,129.17282280032794,2635010700,,1240,15,25.0,20.0,district,cogeneration,25619,69.61,320,2.0,1.0,stairway,0
-1605027,1540,0,201810,1~10,1991,84.28,3,35.210746420362945,129.02558521395414,2632010300,900.0,900,11,15.0,8.0,individual,gas,26328,101.68,600,3.0,2.0,stairway,0
-1605028,9388,0,201810,1~10,2001,59.63,12,35.094021478387106,129.04031103953506,2620011500,86.0,122,1,25.0,25.0,individual,gas,40684,77.55,49,2.0,1.0,stairway,0
-1605029,9389,0,201810,1~10,1996,59.99,4,35.08999830832861,129.05015729191805,2620011800,17.0,310,3,13.0,7.0,individual,gas,40686,80.94,276,3.0,1.0,corridor,0
-1605030,37469,0,201810,1~10,2018,74.6135,11,35.1078358,129.0146,2614010400,1161.0,959,8,34.0,20.0,individual,gas,154426,99.01,61,3.0,2.0,stairway,0
-1605032,3583,0,201810,1~10,1996,119.37,21,35.11755959515828,129.01101755662114,2614010600,461.0,564,2,23.0,18.0,individual,gas,30479,152.1,92,4.0,2.0,stairway,0
-1605034,1621,1,201810,1~10,1977,63.87,9,37.530316697644,127.03880090835268,1168011000,561.0,936,10,12.0,12.0,central,gas,146992,90.98,313,3.0,2.0,corridor,0
-1605035,739,1,201810,1~10,1992,39.53,5,37.48649718938998,127.09800842556321,1168011500,325.0,1162,8,15.0,15.0,district,cogeneration,1985,61.27,268,3.0,1.0,corridor,0
-1605037,9048,1,201810,1~10,1999,31.73,13,37.5211149,126.892896,1156011200,583.0,536,2,25.0,21.0,central,gas,11595,46.58,325,1.0,1.0,corridor,0
-1605038,323,1,201810,1~10,1997,59.69,22,37.49500192053411,126.85265408637166,1153010700,561.0,561,2,28.0,21.0,central,gas,722,83.21,215,2.0,1.0,corridor,0
-1605039,25441,1,201810,1~10,2014,114.91,13,37.56882641652689,126.82141227031751,1150010500,584.0,408,6,14.0,9.0,district,cogeneration,19988,153.73,48,3.0,2.0,stairway,0
-1605040,7579,1,201810,1~10,2002,84.48,8,37.62568039941142,127.0719190474086,1135010300,164.0,138,1,18.0,10.0,individual,gas,36725,117.7,26,3.0,2.0,stairway,0
-1605042,2761,1,201810,1~10,1994,34.44,3,37.627268104716244,127.06861273855571,1135010300,272.0,840,4,15.0,15.0,district,cogeneration,147109,44.84,255,2.0,1.0,corridor,0
-1605043,2763,1,201810,1~10,2006,60.0,11,37.6719596486971,127.08124932321677,1135010500,194.0,240,2,20.0,15.0,individual,gas,5695,85.82,148,3.0,1.0,mixed,0
-1605045,2811,1,201810,1~10,1988,49.94,12,37.666166801245225,127.0593182791222,1135010500,,1739,15,15.0,12.0,district,cogeneration,5814,74.4,396,2.0,1.0,corridor,0
-1605047,10455,1,201810,1~10,2001,84.8,11,37.66590978106354,127.07961515358524,1135010500,285.0,234,5,19.0,13.0,individual,gas,12216,106.92,234,3.0,2.0,stairway,0
-1605048,2875,1,201810,1~10,1988,49.94,6,37.663338,127.060499,1135010500,2800.0,2830,23,15.0,12.0,district,cogeneration,6066,70.52,870,2.0,1.0,corridor,0
-1605049,11507,1,201810,1~10,1995,84.83,3,37.652365948911545,127.02125888464431,1132010500,211.0,287,3,15.0,7.0,individual,gas,12670,104.46,171,3.0,2.0,stairway,0
-1605050,314,1,201810,1~10,1987,84.53,15,37.65146428265471,127.02476244826923,1132010500,215.0,495,4,15.0,15.0,individual,gas,702,99.79,150,3.0,1.0,stairway,0
-1605051,1023,1,201810,1~10,1988,45.77,10,37.64690770000001,127.05293300000001,1132010700,286.0,910,13,15.0,5.0,district,cogeneration,2720,63.64,120,1.0,1.0,corridor,0
-1605052,5686,1,201810,1~10,2004,59.98,2,37.61797477198729,127.01263165465092,1130510100,4804.0,3830,54,25.0,16.0,individual,gas,8999,81.43,1195,3.0,2.0,stairway,0
-1605053,460,1,201810,1~10,1993,63.78,2,37.64237983415892,127.01898993640043,1130510300,878.0,1454,13,15.0,9.0,central,gas,1209,84.85,452,3.0,1.0,corridor,0
-1605054,4378,1,201810,1~10,2000,59.94,6,37.615426686813656,127.08357991114836,1126010400,161.0,159,2,19.0,10.0,individual,gas,31630,84.1,66,3.0,1.0,corridor,0
-1605055,22654,1,201810,1~10,2014,84.99,13,37.57063554410193,127.0545696878228,1123010500,2657.0,2652,32,32.0,9.0,individual,gas,19235,111.47,486,3.0,2.0,stairway,0
-1605056,25022,1,201810,1~10,2014,74.87,1,37.481958241575605,126.96209695369318,1162010100,417.0,363,7,22.0,18.0,individual,gas,19833,99.13,8,3.0,2.0,stairway,0
-1605057,1230,1,201810,1~10,1985,134.09,7,37.4919909359252,127.13355359517703,1171010700,672.0,672,11,12.0,12.0,central,cogeneration,3376,155.47,48,4.0,2.0,stairway,0
-1605060,18543,0,201810,1~10,2011,156.50799999999998,57,35.15618387313527,129.14260534415192,2635010500,3728.0,1631,3,72.0,46.0,individual,gas,153369,231.18,5,4.0,2.0,stairway,0
-1605061,1485,0,201810,1~10,1997,84.95,11,35.17068846656465,129.16873658925414,2635010700,957.0,928,12,24.0,20.0,district,cogeneration,26206,106.37,188,3.0,2.0,stairway,0
-1605062,18971,1,201810,1~10,2010,136.09,10,37.55485549494153,126.85125068373077,1150010300,311.0,120,3,18.0,17.0,individual,gas,97369,168.69,15,3.0,2.0,stairway,0
-1605063,25048,1,201810,1~10,2014,84.88,5,37.56575310518382,126.81962216928629,1150010500,1834.0,1466,19,16.0,6.0,district,cogeneration,19848,113.33,166,3.0,2.0,stairway,0
-1605064,12430,0,201810,1~10,1992,84.78,13,35.25470516646834,129.2183042737475,2671025022,33.0,108,1,15.0,12.0,individual,-,45707,93.8,72,3.0,1.0,stairway,0
-1605065,1602,0,201810,1~10,1996,84.973,13,35.15465257401137,129.01509918158706,2653010600,931.0,953,8,25.0,20.0,individual,gas,26582,108.49,296,3.0,2.0,stairway,0
-1605066,9845,0,201810,1~10,2005,59.9349,3,35.12440597193691,128.97612118514576,2653010800,624.0,607,8,26.0,14.0,individual,gas,41969,85.84,345,3.0,1.0,stairway,0
-1605067,5557,0,201810,1~10,1986,84.15,2,35.1782567122399,129.11068364967105,2647010200,2050.0,2038,23,15.0,1.0,individual,gas,33602,109.09,499,3.0,1.0,corridor,0
-1605069,33488,0,201810,1~10,2015,59.9588,3,35.1500682,128.838169,2644011400,1320.0,1277,14,25.0,13.0,individual,gas,92281,86.18,527,3.0,2.0,stairway,0
-1605073,17001,0,201810,1~10,2007,84.9902,6,35.056633914027984,128.96564850937278,2638010600,4697.0,3462,49,20.0,9.0,individual,gas,49849,111.19,0,3.0,2.0,stairway,0
-1605074,1557,0,201810,1~10,1988,84.9,2,35.064850973382846,128.98082231342198,2638010600,520.0,520,9,5.0,5.0,individual,gas,26409,93.74,30,4.0,2.0,stairway,0
-1605076,19152,0,201810,1~10,2011,127.6584,53,35.156626853045715,129.14507045251239,2635010500,3942.0,1788,3,80.0,70.0,central,cogeneration,95162,187.12,372,3.0,2.0,stairway,0
-1605077,16028,0,201810,1~10,2006,84.9963,18,35.16429220052969,129.1704453819515,2635010600,333.0,320,5,25.0,17.0,district,cogeneration,48355,109.17,320,3.0,2.0,stairway,0
-1605079,6458,0,201810,1~10,2002,83.5,19,35.241704937129605,129.0127299609313,2632010100,1037.0,1026,12,25.0,18.0,individual,gas,34631,112.5,640,3.0,2.0,stairway,0
-1605083,9477,0,201810,1~10,2000,97.65,16,35.21150653409804,129.00722297962065,2632010400,488.0,275,1,20.0,13.0,individual,gas,149855,133.9,68,4.0,2.0,,0
-1605084,12099,0,201810,1~10,1995,59.4,14,35.19824470877627,129.00723907558987,2632010500,75.0,101,1,18.0,10.0,individual,gas,45309,90.73,101,2.0,1.0,corridor,0
-1605086,7771,0,201810,1~10,2003,145.918,12,35.1299675,129.110474,2629010700,2381.0,1391,14,25.0,23.0,individual,gas,37038,179.62,93,4.0,2.0,stairway,0
-1605087,7922,0,201810,1~10,2003,145.918,12,35.1279525,129.11104699999999,2629010700,1578.0,922,9,25.0,23.0,individual,gas,37337,178.06,100,4.0,2.0,stairway,0
-1605088,11181,0,201810,1~10,2003,145.918,12,35.1282389,129.108823,2629010700,,1258,15,25.0,23.0,individual,gas,43838,179.62,248,4.0,2.0,stairway,0
-1605089,5488,0,201810,1~10,2000,84.99,16,35.14818784712218,129.0734938762017,2629010900,423.0,420,7,20.0,10.0,individual,gas,33437,106.5,210,3.0,1.0,stairway,0
-1605090,16906,0,201810,1~10,2005,84.92,9,35.193083037672814,129.10961377364242,2626010200,1427.0,1420,13,20.0,16.0,individual,gas,49641,114.15,520,3.0,2.0,stairway,0
-1605092,11046,0,201810,1~10,2006,84.0514,25,35.16697471626484,129.06930899155114,2623010200,298.0,258,4,25.0,11.0,individual,gas,43568,107.2,157,3.0,2.0,stairway,0
-1605093,1580,0,201810,1~10,1997,84.76,1,35.168899532031986,129.03764137246154,2623010800,1833.0,1812,20,25.0,18.0,individual,gas,146938,106.17,876,3.0,2.0,stairway,0
-1605095,1553,0,201810,1~10,1981,58.0,5,35.162462911291236,129.03477683962234,2623010900,522.0,672,20,5.0,5.0,individual,gas,26386,66.09,80,3.0,1.0,stairway,0
-1605097,33557,0,201810,1~10,2015,63.27,20,35.157299041748054,129.0469970703125,2623010900,340.0,288,3,20.0,20.0,individual,gas,92647,83.99,55,3.0,2.0,stairway,0
-1605099,1538,0,201810,1~10,1988,41.3,15,35.15965461036557,129.0292070361138,2623011100,1578.0,2544,18,15.0,15.0,individual,gas,26308,58.74,718,2.0,1.0,corridor,0
-1605100,1891,1,201810,1~10,1983,42.93,7,37.552699600000004,127.148545,1174010100,2300.0,2400,18,16.0,12.0,central,gas,4183,59.93,270,2.0,1.0,corridor,0
-1605101,10591,1,201810,1~10,2006,116.19,2,37.50926684745007,127.09427862597954,1171010100,4113.0,2678,35,32.0,19.0,district,cogeneration,12286,144.32,678,4.0,2.0,stairway,0
-1605103,20820,1,201810,1~10,2013,84.84700000000001,10,37.48949025320988,126.97385282042934,1159010700,522.0,452,8,17.0,14.0,individual,gas,18585,108.61,160,3.0,2.0,stairway,0
-1605106,12321,1,201810,1~10,2006,59.88,3,37.459719721868574,126.90713091765257,1154510300,194.0,202,2,15.0,7.0,individual,gas,13011,77.35,54,3.0,2.0,stairway,0
-1605107,600,1,201810,1~10,1997,59.4,2,37.493700134925,126.86097028756883,1153010700,188.0,188,2,24.0,23.0,individual,gas,25853,87.24,94,3.0,1.0,stairway,0
-1605108,6006,1,201810,1~10,2002,130.279,1,37.544622377545736,126.83144140674757,1150010300,4190.0,2176,50,15.0,9.0,district,cogeneration,9492,165.1,98,4.0,2.0,stairway,0
-1605109,7653,1,201810,1~10,2009,84.83,8,37.546736532466504,126.93630439652456,1144011100,359.0,313,5,25.0,17.0,individual,gas,11120,105.69,227,3.0,2.0,stairway,0
-1605110,12317,1,201810,1~10,2006,64.274,15,37.590624902683274,126.94927448302728,1141011100,142.0,119,1,15.0,10.0,individual,gas,45554,86.1,25,3.0,2.0,stairway,0
-1605111,1221,1,201810,1~10,1988,56.61,4,37.59485257526492,126.94192958595993,1141011800,66.0,181,1,12.0,8.0,individual,gas,26057,78.59,109,3.0,1.0,corridor,0
-1605112,2873,1,201810,1~10,1988,45.9,15,37.6582609,127.060529,1135010500,4471.0,2634,21,15.0,15.0,district,cogeneration,6052,60.78,420,2.0,1.0,corridor,0
-1605113,7541,1,201810,1~10,2005,84.991,4,37.65417725453697,127.0710671363108,1135010500,320.0,305,5,21.0,19.0,individual,gas,10995,106.69,73,3.0,2.0,stairway,0
-1605114,2923,1,201810,1~10,1999,59.9,7,37.64914939278203,127.08270663230084,1135010600,563.0,478,7,18.0,8.0,individual,gas,6227,84.85,201,2.0,2.0,corridor,0
-1605116,11149,1,201810,1~10,2005,84.98299999999999,11,37.663757000000004,127.038908,1132010600,380.0,258,4,15.0,6.0,individual,gas,147876,108.99,114,3.0,2.0,stairway,0
-1605117,577,1,201810,1~10,1987,83.97,6,37.68105938754385,127.04884624191708,1132010800,806.0,660,4,15.0,15.0,central,gas,1508,111.71,240,3.0,1.0,corridor,0
-1605118,2915,1,201810,1~10,1998,59.58,6,37.594808746067926,127.0103177857626,1129010300,4932.0,4509,31,21.0,5.0,central,gas,6198,81.7,684,2.0,1.0,corridor,0
-1605119,10043,1,201810,1~10,2004,84.97,14,37.597871226744985,127.01779188910776,1129010300,1177.0,1074,16,19.0,3.0,individual,gas,11981,109.81,465,3.0,2.0,stairway,0
-1605122,18281,1,201810,1~10,2009,84.92,20,37.59924519769332,127.0310503160774,1129013500,1152.0,1161,16,24.0,17.0,individual,gas,15046,110.74,116,3.0,2.0,stairway,0
-1605123,2969,1,201810,1~10,1999,59.84,2,37.59159106506085,127.064838917236,1123010900,401.0,345,5,25.0,6.0,individual,gas,6412,82.87,189,3.0,1.0,corridor,0
-1605124,4100,1,201810,1~10,1999,60.0,6,37.56542311435469,127.03909981702714,1120010500,186.0,170,2,23.0,15.0,individual,gas,31293,87.53,81,3.0,1.0,corridor,0
-1605125,5775,1,201810,1~10,2000,84.88,16,37.56044932296845,127.04948269852663,1120010600,137.0,133,1,19.0,2.0,individual,gas,33971,127.51,17,3.0,2.0,stairway,0
-1605126,21709,0,201810,1~10,2012,59.8935,11,35.334062496227226,129.163742798826,2671025627,834.0,756,8,20.0,18.0,district,cogeneration,55552,81.68,236,3.0,1.0,stairway,0
-1605127,22583,0,201810,1~10,2014,65.9397,3,35.337244974282775,129.16617223374794,2671025627,1888.0,1500,17,20.0,20.0,district,cogeneration,56420,86.79,60,3.0,2.0,stairway,0
-1605128,5722,0,201810,1~10,1991,59.94,8,35.13459979764737,128.99220835191406,2653010700,,825,8,15.0,15.0,individual,gas,33899,78.12,195,3.0,1.0,stairway,0
-1605129,19595,0,201810,1~10,2011,119.088,33,35.151459600198216,129.06110815202751,2623010300,3287.0,1360,5,58.0,47.0,central,cogeneration,95293,149.01,39,3.0,2.0,stairway,0
-1605130,36764,1,201810,1~10,2017,84.97,9,37.53738870000001,127.13203500000002,1174010900,1200.0,999,3,45.0,44.0,individual,gas,151558,121.39,756,3.0,2.0,stairway,0
-1605131,6330,1,201810,1~10,2004,84.69,8,37.60556153457049,126.90538253553271,1138010500,627.0,475,9,20.0,7.0,individual,gas,10327,106.08,265,3.0,2.0,stairway,0
-1605132,5830,0,201810,1~10,2001,59.663999999999994,22,35.192928306275505,129.08421183997902,2647010100,555.0,540,6,25.0,18.0,individual,gas,34049,84.64,100,2.0,1.0,stairway,0
-1605133,1528,0,201810,1~10,1995,84.96,9,35.22167167457336,129.09025745178585,2641010900,153.0,204,2,15.0,10.0,individual,gas,26268,104.35,118,3.0,2.0,stairway,0
-1605134,3575,0,201810,1~10,1996,59.91,3,35.10981276546766,128.97951056364798,2638010200,500.0,423,4,25.0,10.0,individual,gas,30435,76.59,175,3.0,1.0,corridor,0
-1605135,3851,0,201810,1~10,1995,41.27,7,35.06470879743503,128.98598794765357,2638010600,110.0,500,4,25.0,16.0,individual,gas,30975,56.27,500,2.0,1.0,corridor,0
-1605136,1562,0,201810,1~10,1995,84.96,16,35.05067409366997,128.96527332229655,2638010600,125.0,132,1,17.0,16.0,individual,gas,26419,107.19,132,3.0,2.0,stairway,0
-1605138,210,0,201810,1~10,1996,134.25,12,35.178566753280506,129.17302882753242,2635010700,2136.0,1424,19,26.0,18.0,district,cogeneration,25633,168.94,200,4.0,2.0,corridor,0
-1605139,342,0,201810,1~10,1997,59.76,7,35.17653981411287,129.1773078978472,2635010700,682.0,824,9,20.0,19.0,district,cogeneration,25736,80.55,272,3.0,1.0,stairway,0
-1605140,9273,0,201810,1~10,1983,60.69,4,35.205352135946576,129.10096326580654,2626010100,71.0,380,6,5.0,5.0,individual,gas,40173,68.04,170,3.0,1.0,stairway,0
-1605141,2878,1,201810,1~10,1987,79.945,14,37.526603725851174,127.11671822534105,1171010300,415.0,415,4,15.0,6.0,district,cogeneration,6074,97.02,232,3.0,1.0,stairway,0
-1605142,1396,1,201810,1~10,1997,59.91,21,37.5033906,127.11816100000001,1171010400,245.0,243,2,22.0,11.0,individual,gas,3811,86.3,124,3.0,1.0,corridor,0
-1605143,701,1,201810,1~10,1989,39.69,13,37.490597626696704,127.1354462575153,1171010800,900.0,1316,10,14.0,14.0,district,cogeneration,1878,61.57,672,2.0,1.0,corridor,0
-1605144,2844,1,201810,1~10,1991,84.95,6,37.508610390103954,127.12236342726001,1171011100,758.0,758,6,15.0,8.0,district,cogeneration,5927,108.31,757,3.0,2.0,stairway,0
-1605148,8702,1,201810,1~10,2006,59.9772,1,37.493040175772016,127.0489677835108,1168011800,4443.0,3002,34,25.0,16.0,district,cogeneration,11516,88.72,48,3.0,1.0,stairway,0
-1605149,6007,1,201810,1~10,2005,84.99,8,37.48994503623179,126.94451210283677,1162010100,2251.0,2904,21,25.0,11.0,individual,gas,9496,110.76,816,3.0,2.0,stairway,0
-1605150,3722,1,201810,1~10,2000,58.55,24,37.462508241985546,126.92613059359043,1162010200,1930.0,1482,9,25.0,20.0,individual,gas,6603,75.59,384,3.0,1.0,stairway,0
-1605152,10021,1,201810,1~10,2004,67.02,4,37.457722509653884,126.89771154969992,1154510300,253.0,229,2,19.0,13.0,individual,gas,11968,86.33,13,3.0,1.0,stairway,0
-1605153,5741,1,201810,1~10,2000,49.98,7,37.508052197828064,126.84431772886543,1147010100,471.0,639,6,15.0,11.0,district,cogeneration,9072,69.16,75,2.0,1.0,corridor,0
-1605154,6018,1,201810,1~10,2004,84.94,6,37.5510247464176,126.9596130791794,1144010200,1102.0,683,10,20.0,17.0,individual,gas,9537,110.35,372,3.0,2.0,stairway,0
-1605156,17955,1,201810,1~10,2007,84.95,4,37.54912127955651,126.9343016317487,1144011100,182.0,160,2,12.0,7.0,individual,gas,51450,106.39,150,3.0,2.0,stairway,0
-1605157,10252,1,201810,1~10,2005,34.29,3,37.557370583745254,126.9167882886154,1144012000,440.0,366,1,12.0,12.0,individual,gas,166251,45.35,189,1.0,1.0,corridor,0
-1605158,711,1,201810,1~10,1989,39.92,7,37.63248141876827,127.07130024002107,1135010400,379.0,1192,8,15.0,7.0,central,gas,1903,56.08,160,2.0,1.0,corridor,0
-1605159,2806,1,201810,1~10,1995,84.99,6,37.66740214014491,127.06752077049437,1135010500,318.0,385,3,15.0,10.0,district,cogeneration,5776,102.58,289,3.0,2.0,stairway,0
-1605160,1388,1,201810,1~10,1999,59.4,20,37.66782930329908,127.08161658790549,1135010500,833.0,826,5,22.0,22.0,individual,gas,3780,81.03,302,3.0,1.0,corridor,0
-1605161,5692,1,201810,1~10,2001,101.4,8,37.66507629782003,127.04814666139454,1132010600,1985.0,1286,16,23.0,19.0,individual,gas,9001,127.14,122,3.0,2.0,stairway,0
-1605163,18727,1,201810,1~10,2010,134.30100000000002,19,37.5660798324391,127.02214890999159,1114016500,495.0,263,3,20.0,18.0,individual,gas,94989,174.7,32,3.0,2.0,,0
-1605165,15350,0,201810,1~10,1990,84.95,8,35.179489198967616,129.08929505541096,2647010200,,149,1,15.0,15.0,individual,gas,47661,99.01,136,3.0,2.0,stairway,0
-1605167,22548,0,201810,1~10,2013,59.9843,6,35.15155770330813,128.83847994229743,2644011400,1117.0,1111,17,25.0,7.0,individual,gas,56393,88.56,103,3.0,2.0,stairway,0
-1605169,17834,0,201810,1~10,2006,110.72,13,35.251199374579464,129.08885788673584,2641010700,2277.0,1728,25,26.0,10.0,individual,gas,51233,138.36,682,4.0,2.0,stairway,0
-1605170,1605,0,201810,1~10,1992,84.93,4,35.101196844699324,128.95735337189828,2638010300,702.0,848,11,20.0,16.0,individual,gas,26591,102.91,160,3.0,2.0,stairway,0
-1605171,13959,0,201810,1~10,1992,84.93,4,35.101676700000006,128.959329,2638010300,1044.0,2132,24,24.0,15.0,individual,gas,46117,102.91,1128,3.0,2.0,stairway,0
-1605172,3579,0,201810,1~10,1994,84.96,23,35.09445887087825,128.96452550011264,2638010400,,992,4,25.0,15.0,central,gas,147303,104.3,500,3.0,2.0,stairway,0
-1605173,1564,0,201810,1~10,1993,84.88,24,35.061110251800585,128.9781102332665,2638010600,2169.0,2181,15,25.0,17.0,central,gas,26428,106.48,694,3.0,2.0,stairway,0
-1605174,9248,0,201810,1~10,1992,71.67,9,35.13884455947766,129.0764426458591,2629010900,124.0,293,3,15.0,5.0,individual,gas,40064,92.56,106,3.0,1.0,stairway,0
-1605175,16901,0,201810,1~10,2006,84.92,5,35.1950455450769,129.10081631671926,2626010200,820.0,814,9,25.0,10.0,individual,gas,49633,115.56,276,3.0,2.0,stairway,0
-1605176,10555,0,201810,1~10,2005,74.65,18,35.194330268650326,129.10774906202784,2626010200,467.0,464,5,20.0,18.0,individual,gas,43113,99.14,232,3.0,2.0,stairway,0
-1605177,16896,0,201810,1~10,2007,125.98,20,35.16323086925663,129.0510064647544,2623010800,774.0,544,2,40.0,40.0,individual,gas,49611,170.86,78,4.0,2.0,stairway,0
-1605178,27362,0,201810,1~10,2013,77.3048,27,35.154330815466835,129.03004915453675,2623011000,305.0,298,2,28.0,21.0,individual,gas,58980,102.11,160,3.0,2.0,stairway,0
-1605181,18112,1,201810,1~10,2011,84.98,15,37.558930455584004,127.15524028249119,1174010200,2024.0,1142,14,20.0,12.0,district,cogeneration,14831,114.14,186,3.0,2.0,stairway,0
-1605182,37470,1,201810,1~10,2018,84.99,26,37.5153904,127.051143,1168010500,498.0,416,4,31.0,22.0,district,cogeneration,154456,112.41,82,3.0,2.0,stairway,0
-1605183,153,1,201810,1~10,1986,53.94,5,37.490550425145976,126.84382939087129,1153010800,,198,4,5.0,3.0,individual,gas,25606,71.21,170,3.0,1.0,stairway,0
-1605184,5674,1,201810,1~10,2001,84.99,13,37.52371235821064,126.8448734453618,1147010300,240.0,215,2,16.0,10.0,individual,gas,8980,108.09,110,3.0,2.0,stairway,0
-1605185,6272,1,201810,1~10,2004,49.87,6,37.54004128976121,126.94547072072395,1144010400,971.0,662,1,37.0,14.0,central,gas,166139,64.9,28,1.0,1.0,,0
-1605186,10383,1,201810,1~10,2003,59.84,9,37.57484025247122,126.89157899800048,1144012700,551.0,657,7,20.0,17.0,district,cogeneration,12207,83.87,67,3.0,2.0,stairway,0
-1605189,4429,1,201810,1~10,2001,59.4,3,37.58045601081381,126.95293584010969,1141011100,185.0,228,2,17.0,11.0,individual,gas,147410,85.1,134,3.0,1.0,corridor,0
-1605190,2768,1,201810,1~10,1989,43.35,12,37.66147413556828,127.07282397037486,1135010500,1590.0,1590,9,15.0,13.0,central,gas,5706,59.11,390,2.0,1.0,corridor,0
-1605191,1021,1,201810,1~10,1989,41.3,12,37.669609799999996,127.05856000000001,1135010500,676.0,2265,26,15.0,5.0,district,cogeneration,2705,58.44,510,2.0,1.0,corridor,0
-1605192,2805,1,201810,1~10,1993,83.33,1,37.672275986533045,127.0504092554566,1135010500,286.0,465,4,15.0,12.0,individual,gas,147119,100.39,30,3.0,2.0,stairway,0
-1605195,22069,1,201810,1~10,2014,84.98,10,37.64788572021615,127.02407231422777,1132010500,321.0,293,5,18.0,11.0,individual,gas,18959,109.66,15,3.0,2.0,stairway,0
-1605197,1246,1,201810,1~10,1997,59.55,8,37.5231789,126.958449,1117012900,379.0,516,4,22.0,18.0,district,cogeneration,3428,76.65,198,3.0,1.0,stairway,0
-1605198,37297,0,201810,1~10,2018,76.2709,15,35.0904960632324,129.003112792969,2638010800,136.0,145,4,24.0,5.0,individual,gas,153699,105.17,38,3.0,2.0,stairway,0
-1605200,465,0,201810,1~10,1996,59.73,9,35.170157737874945,129.18442467330956,2635010700,1070.0,1070,14,25.0,16.0,district,cogeneration,25761,75.74,490,2.0,1.0,stairway,0
-1605202,3505,0,201810,1~10,1996,84.44,7,35.12440243807973,129.0801254578702,2629011000,273.0,429,4,24.0,19.0,individual,gas,30119,103.82,274,3.0,2.0,stairway,0
-1605203,5396,1,201810,1~10,2001,59.67,11,37.5074248424385,126.94512348375777,1159010100,2123.0,1696,7,28.0,12.0,central,gas,8695,85.02,386,2.0,1.0,corridor,0
-1605204,22516,1,201810,1~10,2013,84.98200000000001,7,37.49440735792371,126.98004795528306,1159010600,836.0,680,15,15.0,8.0,individual,gas,19161,111.46,223,3.0,2.0,stairway,0
-1605205,11091,1,201810,1~10,2005,84.0827,3,37.57732864319252,127.0892338568975,1126010100,202.0,178,3,15.0,7.0,individual,gas,43692,104.66,79,3.0,2.0,stairway,0
-1605208,36561,1,201810,1~10,2017,84.834,8,37.616473,127.08310800000001,1126010400,910.0,719,12,25.0,12.0,individual,gas,150673,115.54,29,3.0,2.0,stairway,0
-1605209,16083,0,201810,1~10,2005,84.905,9,35.189500708347005,128.9890560593133,2653010200,159.0,127,1,15.0,15.0,individual,gas,165613,101.52,14,3.0,2.0,stairway,0
-1605210,3551,0,201810,1~10,1992,130.485,11,35.17172285636766,128.98946571382575,2653010300,100.0,352,2,18.0,17.0,individual,gas,30330,152.02,68,4.0,2.0,stairway,0
-1605211,5689,0,201810,1~10,1983,47.91,2,35.14942323998894,129.00569665913807,2653010600,,210,7,5.0,5.0,individual,-,33844,54.25,60,1.0,1.0,stairway,0
-1605212,9851,0,201810,1~10,2006,111.86200000000001,10,35.15653285346958,129.11372120425352,2650010400,585.0,361,5,36.0,18.0,individual,gas,93852,155.65,275,3.0,2.0,stairway,0
-1605213,9852,0,201810,1~10,2005,84.9953,5,35.19346357121623,129.0822231707413,2647010100,1875.0,1156,10,27.0,23.0,individual,gas,41990,114.45,267,3.0,2.0,stairway,0
-1605214,11981,0,201810,1~10,1996,59.91,8,35.101406258521855,128.9715654999762,2638010300,373.0,533,4,25.0,12.0,individual,gas,45209,79.34,283,3.0,1.0,corridor,0
-1605215,12422,0,201810,1~10,1999,129.94,13,35.110460460838546,128.9676293792477,2638010300,432.0,448,2,25.0,16.0,individual,gas,45703,151.97,50,4.0,2.0,stairway,0
-1605216,1561,0,201810,1~10,1998,99.92,23,35.04878639164053,128.96853320578967,2638010600,592.0,546,4,25.0,24.0,individual,gas,26417,123.39,150,3.0,2.0,stairway,0
-1605217,22994,0,201810,1~10,2014,59.9092,8,35.25827377894078,129.01391314158778,2632010100,542.0,526,6,29.0,24.0,individual,gas,56686,82.18,76,3.0,2.0,stairway,0
-1605220,19704,0,201810,1~10,2012,84.95,14,35.2202000921799,129.01009901288037,2632010200,9063.0,5239,48,35.0,14.0,individual,gas,53809,111.8,272,3.0,2.0,stairway,0
-1605230,7520,0,201810,1~10,2004,59.9438,35,35.162275129162964,129.06440101945122,2623010200,1331.0,1395,9,38.0,25.0,individual,gas,36644,81.18,177,3.0,2.0,mixed,0
-1605233,35014,0,201810,1~10,1993,41.3,10,35.08520126342773,129.06599426269528,2620012100,1418.0,4056,26,15.0,15.0,individual,gas,145734,56.84,570,2.0,1.0,corridor,0
-1605234,9366,0,201810,1~10,1976,88.2,3,35.11192087819401,129.01909540746414,2614010200,,410,12,5.0,5.0,central,gas,40568,88.2,196,3.0,1.0,stairway,0
-1605235,37174,0,201810,1~10,2018,84.96,16,35.118988037109396,129.012542724609,2614010600,473.0,429,5,24.0,19.0,individual,gas,153077,109.99,104,3.0,2.0,stairway,0
-1605236,293,1,201810,1~10,1997,84.78,19,37.546144784038404,127.16748927218869,1174010300,187.0,186,1,19.0,16.0,individual,gas,25715,105.82,19,3.0,1.0,stairway,0
-1605237,17519,1,201810,1~10,2008,173.17,11,37.516979991353715,127.1022787862143,1171010200,801.0,213,3,39.0,14.0,individual,gas,94449,211.04,88,4.0,2.0,stairway,0
-1605238,4076,1,201810,1~10,1971,47.61,1,37.48822641018508,126.93824919330493,1162010100,,108,3,6.0,6.0,individual,gas,31260,54.96,108,2.0,1.0,stairway,0
-1605240,4150,1,201810,1~10,1997,59.97,4,37.4992750442967,126.86361979235554,1153010600,164.0,123,1,17.0,17.0,individual,gas,149868,85.87,67,3.0,1.0,corridor,0
-1605242,19656,1,201810,1~10,2009,84.99,6,37.5606335,126.808118,1150010800,244.0,215,3,15.0,10.0,individual,gas,17021,106.19,0,3.0,2.0,stairway,0
-1605243,2350,1,201810,1~10,1994,59.34,6,37.5707089,126.80678999999999,1150010900,407.0,930,8,15.0,15.0,district,cogeneration,147028,75.37,270,3.0,1.0,corridor,0
-1605244,147,1,201810,1~10,1995,84.92,14,37.535870421089385,126.86699726983666,1147010200,86.0,103,1,16.0,7.0,individual,gas,25601,109.96,56,3.0,2.0,stairway,0
-1605245,2951,1,201810,1~10,1999,84.94,22,37.5467869918301,126.95148140639485,1144010200,779.0,651,5,25.0,10.0,individual,gas,6348,112.65,287,3.0,2.0,stairway,0
-1605246,19450,1,201810,1~10,2012,148.981,13,37.55093530307955,126.91378068787876,1144012000,2322.0,617,3,39.0,29.0,individual,gas,95268,198.2,178,4.0,2.0,stairway,0
-1605247,2954,1,201810,1~10,1987,65.34,3,37.57589298701697,126.90909696142502,1141011900,528.0,660,6,15.0,8.0,central,gas,147203,87.47,201,3.0,1.0,corridor,0
-1605248,5052,1,201810,1~10,1995,73.18,5,37.62066672129987,127.0886694295593,1135010300,332.0,340,13,5.0,5.0,district,cogeneration,8422,86.81,170,3.0,1.0,stairway,0
-1605249,1139,1,201810,1~10,1988,84.97,4,37.63786724443659,127.0687085908864,1135010400,330.0,660,5,15.0,15.0,district,cogeneration,3116,100.62,360,3.0,2.0,stairway,0
-1605250,948,1,201810,1~10,1998,39.69,12,37.6810968943773,127.05375719325038,1135010500,781.0,1391,10,15.0,15.0,district,cogeneration,2465,54.56,296,1.0,1.0,corridor,0
-1605251,2922,1,201810,1~10,1991,39.96,6,37.64494369545846,127.065324903722,1135010600,893.0,2433,14,15.0,10.0,district,cogeneration,6220,57.07,451,2.0,1.0,corridor,0
-1605252,740,1,201810,1~10,1986,70.62,12,37.660880932915134,127.02666957384619,1132010600,4753.0,3169,30,15.0,10.0,individual,gas,1994,97.67,780,2.0,1.0,corridor,0
-1605253,6643,1,201810,1~10,2004,94.59,12,37.617168158918965,127.00094238012554,1129013300,,127,2,15.0,9.0,individual,gas,34927,120.27,93,3.0,2.0,stairway,0
-1605254,2940,1,201810,1~10,1999,59.04,12,37.601186021797155,127.03698956475328,1129013500,1691.0,1317,6,27.0,17.0,central,gas,6301,80.57,207,3.0,1.0,corridor,0
-1605255,326,1,201810,1~10,1998,59.97,24,37.612654032930976,127.06870350882149,1129013900,2195.0,1998,25,25.0,16.0,individual,gas,736,80.48,690,3.0,1.0,stairway,0
-1605256,3959,1,201810,1~10,1997,59.5,14,37.57522000707633,127.07958642431946,1126010100,233.0,216,3,25.0,22.0,individual,gas,7058,77.01,84,3.0,1.0,stairway,0
-1605259,6289,1,201810,1~10,2007,64.85,12,37.57396497479295,127.07538758267157,1123010600,2073.0,1786,24,26.0,19.0,individual,gas,10226,82.69,306,3.0,2.0,stairway,0
-1605260,214,1,201810,1~10,1989,59.91,5,37.552894043177545,127.03252038644558,1120010800,369.0,410,3,15.0,13.0,individual,gas,527,81.29,156,2.0,1.0,corridor,0
-1605261,3514,0,201810,1~10,1998,59.99,3,35.205839859702714,129.11847696168226,2635010300,125.0,217,1,23.0,23.0,individual,gas,30155,79.99,128,3.0,1.0,stairway,0
-1605262,9393,0,201810,1~10,1986,51.12,3,35.21050970991644,129.1189848093314,2635010300,100.0,220,4,5.0,5.0,individual,gas,40723,59.61,5,2.0,1.0,stairway,0
-1605263,1542,0,201810,1~10,1991,84.69,2,35.20767159471363,129.02989196068108,2632010300,1469.0,1468,16,15.0,14.0,individual,gas,26331,101.41,718,3.0,2.0,stairway,0
-1605264,1410,1,201810,1~10,1984,84.36,12,37.531724219367796,127.1465356531645,1174010600,368.0,498,5,14.0,11.0,individual,gas,3833,103.35,498,3.0,1.0,stairway,0
-1605265,804,1,201810,1~10,1997,84.69,10,37.4955433167162,127.12811837538669,1171010700,2022.0,2065,14,24.0,9.0,central,gas,146756,110.67,1032,3.0,2.0,stairway,0
-1605266,15663,1,201810,1~10,2007,154.26,7,37.492309684653314,127.03577788666568,1168010100,317.0,117,2,15.0,15.0,individual,gas,48013,183.02,34,4.0,2.0,stairway,0
-1605267,1624,1,201810,1~10,1987,68.39,3,37.4922927410594,127.0783268626372,1168011400,641.0,802,15,14.0,5.0,district,cogeneration,4155,88.61,84,2.0,1.0,stairway,0
-1605269,33925,1,201810,1~10,2008,59.99,9,37.46189880371094,126.9209976196289,1162010200,615.0,545,7,20.0,13.0,individual,gas,144713,79.45,120,3.0,1.0,stairway,0
-1605270,12439,1,201810,1~10,2008,114.7,11,37.459036941580756,126.91968237692369,1162010200,2772.0,3322,32,20.0,13.0,individual,gas,13060,147.16,499,4.0,2.0,stairway,0
-1605271,52,1,201810,1~10,1989,41.34,11,37.449368038239406,126.91070589589842,1154510300,434.0,619,3,15.0,10.0,individual,gas,144,57.86,237,2.0,1.0,mixed,0
-1605272,15965,1,201810,1~10,2006,84.8,3,37.44793358815915,126.91065787595112,1154510300,247.0,206,2,15.0,5.0,individual,gas,13701,104.06,148,3.0,2.0,stairway,0
-1605273,1145,1,201810,1~10,1997,84.77,5,37.54145780329239,126.8816563885248,1147010200,1359.0,1512,15,15.0,12.0,district,cogeneration,3131,103.22,1512,3.0,2.0,stairway,0
-1605274,2925,1,201810,1~10,2002,84.99,10,37.59227561479792,126.94949529168095,1141011100,787.0,768,4,20.0,9.0,individual,gas,6233,109.88,459,3.0,2.0,stairway,0
-1605275,566,1,201810,1~10,1996,84.57,17,37.57649431447897,126.9131716165398,1141011900,,616,4,18.0,15.0,district,cogeneration,1481,103.25,318,3.0,2.0,stairway,0
-1605276,3922,1,201810,1~10,2000,84.9,14,37.57793474577596,126.91656163623432,1141012000,1323.0,1114,14,20.0,17.0,individual,gas,6955,110.0,54,3.0,2.0,stairway,0
-1605277,734,1,201810,1~10,1990,52.71,7,37.596986417932506,126.92348401174299,1138010700,,206,2,13.0,11.0,individual,gas,1974,70.81,206,2.0,1.0,corridor,0
-1605278,1199,1,201810,1~10,1993,59.96,2,37.6003563867228,126.90410723608812,1138010900,170.0,290,2,20.0,16.0,individual,gas,3268,76.32,16,3.0,1.0,stairway,0
-1605279,33074,1,201810,1~10,1988,53.14,11,37.635444641113295,127.064239501953,1135010400,360.0,1980,12,15.0,15.0,district,cogeneration,20490,63.18,240,3.0,1.0,stairway,0
-1605280,2765,1,201810,1~10,1989,84.91,4,37.66304438956149,127.07451648476672,1135010500,,675,5,15.0,15.0,individual,gas,5699,103.67,270,3.0,1.0,stairway,0
-1605281,10950,1,201810,1~10,2006,114.93,14,37.60968453435855,127.02071216425597,1129013400,688.0,650,12,20.0,10.0,individual,gas,12498,137.81,107,4.0,2.0,stairway,0
-1605282,19923,1,201810,21~31,2011,84.96,2,37.56044769457753,127.01673266742891,1114016200,1010.0,895,15,15.0,7.0,individual,gas,17480,108.61,133,3.0,2.0,stairway,0
-1605283,24688,0,201810,21~31,2015,84.97,14,35.33577826755087,129.1629351991253,2671025627,1294.0,1035,16,18.0,15.0,district,cogeneration,57968,110.63,677,3.0,2.0,stairway,0
-1605284,561,0,201810,21~31,1997,59.98,2,35.23015513069278,129.162955998914,2635010100,559.0,848,3,25.0,25.0,individual,gas,25835,80.44,598,3.0,2.0,stairway,0
-1605285,3510,0,201810,21~31,2001,76.56,6,35.20227509599342,129.11537613237724,2635010300,1721.0,1374,17,25.0,13.0,individual,gas,30135,97.89,286,3.0,1.0,stairway,0
-1605286,33483,0,201810,21~31,2015,84.8232,25,35.21630096435547,129.08900451660156,2626010700,1977.0,1609,18,30.0,30.0,individual,gas,92255,118.15,222,3.0,2.0,stairway,0
-1605287,12574,0,201810,21~31,1996,40.5,10,35.21548995476554,129.07726900498452,2626010800,116.0,129,1,15.0,12.0,individual,gas,45818,52.71,72,2.0,1.0,corridor,0
-1605288,22075,0,201810,21~31,2014,84.9959,3,35.14982019674391,129.0576742668783,2623010400,400.0,381,2,37.0,37.0,individual,gas,55844,116.9,42,3.0,2.0,stairway,0
-1605290,3756,1,201810,21~31,1988,47.52,1,37.48908573750681,126.85107816189795,1153010700,,190,5,5.0,5.0,individual,gas,30867,63.5,60,2.0,1.0,stairway,0
-1605291,7185,1,201810,21~31,1975,66.1,4,37.606788782173325,127.07714664416876,1126010400,190.0,190,4,5.0,4.0,individual,gas,35931,66.1,4,2.0,1.0,corridor,0
-1605295,22610,0,201810,21~31,2013,126.2039,10,35.326780544121256,129.1742363725275,2671025628,766.0,464,7,15.0,15.0,district,cogeneration,56443,161.79,1,4.0,2.0,stairway,0
-1605296,16166,0,201810,21~31,1976,42.98,1,35.0918004,129.05293600000002,2620011900,250.0,270,8,5.0,5.0,individual,gas,48522,42.98,270,2.0,1.0,stairway,0
-1605301,23695,0,201810,21~31,2014,84.99,6,35.080799961543995,128.9019413311333,2644010400,932.0,841,29,11.0,6.0,individual,gas,57270,112.8,211,3.0,2.0,stairway,0
-1605302,16183,0,201810,21~31,1997,59.94,8,35.18055781406806,129.1735559994458,2635010700,1984.0,1848,24,24.0,20.0,district,cogeneration,48544,80.14,426,3.0,1.0,stairway,0
-1605303,324,1,201810,21~31,1998,84.9,15,37.474870200000005,126.892278,1154510100,1762.0,1495,18,25.0,14.0,individual,gas,723,107.59,567,3.0,2.0,stairway,0
-1605304,1283,1,201810,21~31,1988,44.52,7,37.637420899999995,127.069304,1135010400,840.0,1200,4,15.0,15.0,district,cogeneration,3511,58.34,330,3.0,1.0,corridor,0
-1605305,17757,0,201810,21~31,2009,101.4,1,35.08488130971714,128.89775591030013,2644010400,1556.0,1102,17,15.0,13.0,district,cogeneration,51053,130.64,260,4.0,2.0,stairway,0
-1605308,19743,0,201810,21~31,2011,84.9226,19,35.100101112143264,128.99471064374708,2638010100,341.0,234,2,33.0,27.0,individual,gas,95331,109.72,172,3.0,2.0,stairway,0
-1605309,1556,0,201810,21~31,1995,45.5,24,35.06634314716959,128.98436148829794,2638010600,230.0,996,7,25.0,22.0,individual,gas,26403,63.17,996,3.0,1.0,corridor,0
-1605310,5550,0,201810,21~31,1996,59.97,10,35.20186063968156,129.0802242151035,2626010600,500.0,499,5,24.0,16.0,individual,gas,33557,87.34,96,3.0,1.0,stairway,0
-1605312,6009,1,201810,21~31,2003,117.74,11,37.51060177904079,126.8868446381492,1153010100,1484.0,853,15,25.0,16.0,individual,gas,9506,152.21,371,4.0,2.0,stairway,0
-1605313,2894,1,201810,21~31,1992,44.94,8,37.6285684,127.052365,1135010200,1402.0,2002,16,15.0,15.0,individual,gas,6125,58.61,270,2.0,1.0,stairway,0
-1605314,12352,0,201810,21~31,2004,84.96,4,35.24724319575674,129.21145296328527,2671025021,197.0,228,2,19.0,8.0,district,gas,45598,111.63,66,3.0,2.0,stairway,0
-1605315,16081,0,201810,21~31,2005,69.06,9,35.19002029361693,128.9892443672638,2653010200,184.0,160,1,15.0,15.0,individual,gas,48436,80.82,26,3.0,2.0,stairway,0
-1605316,3604,0,201810,21~31,1996,59.83,13,35.16071243844627,129.14335181461706,2635010500,625.0,654,8,15.0,10.0,individual,gas,30567,77.74,284,3.0,1.0,stairway,0
-1605317,237,0,201810,21~31,1998,134.64,18,35.17188402877476,129.18364118496274,2635010700,1093.0,1002,12,27.0,18.0,district,cogeneration,25674,160.31,226,4.0,2.0,stairway,0
-1605319,7943,0,201810,21~31,1995,48.89,19,35.248878983835525,129.01549548375306,2632010100,202.0,504,4,26.0,16.0,individual,gas,37398,67.85,111,2.0,1.0,corridor,0
-1605321,6339,0,201810,21~31,2004,84.97,10,35.22677445659025,129.00795928437904,2632010200,2252.0,1895,17,29.0,22.0,individual,gas,147607,106.74,69,3.0,2.0,stairway,0
-1605322,23499,0,201810,21~31,2013,84.38,20,35.1417435,129.10126599999998,2629010600,3030.0,2100,12,40.0,17.0,individual,gas,57116,112.34,295,3.0,2.0,stairway,0
-1605323,463,1,201810,21~31,1990,51.24,9,37.522278623411935,126.8829853424861,1156012600,607.0,417,3,15.0,8.0,individual,gas,1217,68.59,102,2.0,1.0,corridor,0
-1605324,37079,1,201810,21~31,2017,59.5,16,37.6197054,127.045891,1129013800,574.0,513,5,30.0,24.0,,,152663,82.29,12,3.0,2.0,stairway,0
-1605325,2823,1,201810,21~31,1996,39.84,5,37.61452735154327,127.09108596311009,1126010600,937.0,1609,16,12.0,9.0,district,cogeneration,5869,54.53,534,2.0,1.0,corridor,0
-1605327,33552,0,201810,21~31,2015,68.414,3,35.327598571777344,129.18800354003906,2671025621,473.0,426,8,15.0,13.0,district,cogeneration,92630,92.03,382,3.0,2.0,stairway,0
-1605328,17892,0,201810,21~31,2013,59.9337,13,35.329818622798456,129.16583324651043,2671025627,1846.0,1638,16,20.0,20.0,individual,gas,51342,79.54,560,3.0,2.0,stairway,0
-1605329,20532,0,201810,21~31,2012,59.8245,11,35.3241100568571,129.16959962352362,2671025628,1967.0,1758,19,20.0,17.0,district,cogeneration,54758,79.46,220,3.0,2.0,stairway,0
-1605330,12108,0,201810,21~31,1984,52.56,5,35.14387533783049,128.9915128464667,2653010700,,442,15,5.0,3.0,individual,gas,45320,63.16,164,2.0,1.0,stairway,0
-1605331,5630,0,201810,21~31,2001,59.93,21,35.19304208052532,129.07128298303994,2647010100,1351.0,1127,11,30.0,16.0,individual,gas,33740,78.45,348,3.0,1.0,stairway,0
-1605332,9847,0,201810,21~31,2005,84.7606,3,35.110427219098966,128.98425871614282,2638010200,520.0,499,7,15.0,11.0,individual,gas,147818,103.39,277,3.0,2.0,stairway,0
-1605335,8002,0,201810,21~31,2005,84.6528,5,35.17942333635891,129.12312525613785,2635010400,1405.0,998,6,50.0,25.0,individual,gas,37523,115.61,92,3.0,2.0,stairway,0
-1605337,33476,0,201810,21~31,2015,72.2358,5,35.20759963989258,129.03300476074222,2632010300,3400.0,3160,30,29.0,8.0,individual,gas,92200,95.84,49,3.0,2.0,stairway,0
-1605339,5934,0,201810,21~31,1991,49.94,10,35.20641410828764,129.01259184136902,2632010400,1600.0,1320,10,15.0,15.0,individual,gas,34263,72.95,180,2.0,1.0,corridor,0
-1605340,22692,0,201810,21~31,2013,84.8644,10,35.11231143208414,129.10958198924874,2629010700,777.0,773,9,25.0,20.0,individual,gas,56490,114.38,65,3.0,2.0,stairway,0
-1605341,5513,0,201810,21~31,2001,188.08,19,35.1281521,129.113295,2629010700,4515.0,2637,30,25.0,22.0,individual,gas,33501,230.65,144,5.0,2.0,stairway,0
-1605343,17371,0,201810,21~31,2007,84.6588,5,35.12310179365744,129.09348247513583,2629010800,918.0,712,15,15.0,9.0,individual,gas,50344,111.48,46,3.0,2.0,stairway,0
-1605345,11500,0,201810,21~31,1999,84.99,18,35.155571802981946,129.01747882010844,2623011100,876.0,819,8,27.0,13.0,individual,gas,44385,108.08,323,3.0,2.0,stairway,0
-1605347,16686,1,201810,21~31,2007,59.99,4,37.502392152907454,126.94203293696657,1159010200,1651.0,1122,22,15.0,8.0,individual,gas,13885,79.87,68,3.0,2.0,stairway,0
-1605348,912,1,201810,21~31,1993,84.98,7,37.50674226194689,126.90352588985867,1156013200,234.0,321,3,20.0,14.0,individual,gas,2414,102.9,321,3.0,2.0,stairway,0
-1605349,6492,1,201810,21~31,2004,59.34,7,37.4482710161534,126.91877171285057,1154510300,3146.0,2810,25,20.0,15.0,individual,gas,10538,76.73,770,3.0,1.0,corridor,0
-1605350,1022,1,201810,21~31,1989,36.16,4,37.64420729333219,127.05338160929209,1132010700,1980.0,1980,11,15.0,15.0,central,gas,2712,52.55,1350,1.0,1.0,corridor,0
-1605351,2779,1,201810,21~31,1996,59.76,6,37.615862125987356,127.08447745598109,1126010400,560.0,1070,12,12.0,10.0,district,cogeneration,5752,81.09,312,3.0,1.0,corridor,0
-1605352,1392,1,201810,21~31,1990,71.05,9,37.54360591337897,127.01887885626742,1120011300,962.0,566,8,15.0,5.0,central,gas,3798,92.57,164,3.0,1.0,corridor,0
-1605353,1603,0,201810,21~31,1996,59.88,17,35.155007781594726,129.0125973770761,2653010600,1110.0,1206,12,25.0,13.0,individual,gas,146958,78.19,340,2.0,1.0,stairway,0
-1605354,33495,0,201810,21~31,2015,84.9341,7,35.0968017578125,128.9219970703125,2644010400,842.0,737,11,20.0,16.0,district,cogeneration,92311,113.53,426,3.0,2.0,stairway,0
-1605355,1510,0,201810,21~31,1990,57.15,11,35.22025931680435,129.0943897491455,2641010900,,990,11,15.0,15.0,individual,gas,26221,79.22,270,3.0,1.0,corridor,0
-1605357,22243,0,201810,21~31,2014,84.9669,31,35.0648006,128.98313100000001,2638010600,1761.0,1326,9,35.0,27.0,individual,gas,56044,110.8,530,3.0,2.0,stairway,0
-1605358,1559,0,201810,21~31,1996,49.08,16,35.051009195911014,128.96772738215935,2638010600,2500.0,2960,17,22.0,18.0,individual,gas,26414,68.12,2960,3.0,1.0,corridor,0
-1605359,33502,0,201810,21~31,2015,84.9197,12,35.18259811401367,129.19599914550778,2635010800,392.0,407,5,26.0,7.0,individual,gas,92348,118.27,71,3.0,2.0,stairway,0
-1605360,1545,0,201810,21~31,1998,74.6,25,35.210271221619145,129.0242557857687,2632010300,1282.0,1166,10,25.0,20.0,individual,gas,26345,95.44,340,3.0,1.0,stairway,0
-1605361,12357,0,201810,21~31,1992,81.39,10,35.18730781605497,129.04964005039864,2623010700,131.0,160,2,10.0,10.0,individual,gas,45614,98.98,9,3.0,1.0,stairway,0
-1605362,3534,0,201810,21~31,1996,84.7,2,35.155685404054125,129.03910684781255,2623011000,249.0,300,1,25.0,9.0,individual,gas,30252,104.31,152,3.0,2.0,stairway,0
-1605363,5768,0,201810,21~31,2002,59.76,11,35.147946156772,129.01931372197674,2623011100,1673.0,1424,18,19.0,9.0,individual,gas,33945,74.85,284,3.0,1.0,stairway,0
-1605364,24,0,201810,21~31,1992,84.945,13,35.16008237346097,129.02259850234577,2623011100,471.0,450,3,20.0,15.0,individual,gas,25512,103.74,370,3.0,2.0,stairway,0
-1605365,1573,0,201810,21~31,1994,57.09,16,35.0709816615306,129.0625939109519,2620012100,800.0,1000,9,21.0,19.0,individual,gas,146937,78.3,600,3.0,1.0,corridor,0
-1605367,3686,1,201810,21~31,1996,59.34,4,37.55521496969028,127.13129423965424,1174010700,111.0,107,1,19.0,11.0,individual,gas,165821,88.47,53,3.0,1.0,corridor,0
-1605368,137,1,201810,21~31,1998,59.96,1,37.46824862708849,126.94428397298736,1162010200,141.0,126,1,16.0,7.0,individual,gas,25593,85.25,60,2.0,1.0,corridor,0
-1605369,5454,1,201810,21~31,1987,63.53,8,37.58943191090732,126.90754969915828,1138010900,570.0,570,5,15.0,15.0,individual,gas,8736,85.76,315,2.0,1.0,corridor,0
-1605370,2871,1,201810,21~31,1987,31.98,4,37.65252879999999,127.06408200000001,1135010500,,840,19,5.0,5.0,individual,gas,6038,37.38,840,1.0,1.0,stairway,0
-1605371,6002,1,201810,21~31,2004,84.89,25,37.62115003230228,127.01082888758276,1130510100,1875.0,2075,21,25.0,5.0,individual,gas,9468,102.49,648,3.0,2.0,stairway,0
-1605372,7116,1,201810,21~31,1994,57.46,15,37.64343595978893,127.0178888640008,1130510300,130.0,146,1,15.0,12.0,individual,gas,35853,71.47,29,3.0,1.0,stairway,0
-1605374,2937,1,201810,21~31,1999,84.88,5,37.60432601611257,127.01716830085677,1129013300,802.0,860,8,22.0,7.0,individual,gas,6280,108.75,0,3.0,2.0,stairway,0
-1605375,20307,0,201810,21~31,2011,84.7808,4,35.33871262916821,129.16392399759656,2671025627,1128.0,978,13,20.0,18.0,district,cogeneration,54538,105.99,430,3.0,2.0,stairway,0
diff --git a/DS/data/testPriceCleaned.csv b/DS/data/testPriceCleaned.csv
deleted file mode 100644
index b5926b8..0000000
--- a/DS/data/testPriceCleaned.csv
+++ /dev/null
@@ -1,4466 +0,0 @@
-transaction_real_price,city,exclusive_use_area,floor,total_parking_capacity_in_site,total_household_count_in_sites,apartment_building_count_in_sites,supply_area,total_household_count_of_area_type,room_count,bathroom_count,heat_fuel_cogeneration,heat_fuel_gas,heat_type_central,heat_type_district,heat_type_individual,front_door_structure_corridor,front_door_structure_mixed,front_door_structure_stairway
-570000000,1,84.91,15,1391.0,1606,15,104.75,958,3.0,2.0,0,1,0,0,1,0,0,1
-1050000000,1,84.99,17,7876.0,5563,65,109.35,828,3.0,2.0,1,0,0,1,0,0,0,1
-586050000,0,156.7997,13,857.0,390,4,198.7,154,3.0,2.0,0,1,0,0,1,0,0,1
-389370000,1,84.93,9,492.0,455,6,109.81,78,3.0,2.0,0,1,0,0,1,0,0,1
-1130000000,1,76.5,6,3930.0,3930,30,112.39,1170,3.0,1.0,1,0,0,1,0,1,0,0
-128000000,0,84.92,10,225.0,343,1,125.62,164,3.0,2.0,0,1,0,0,1,0,0,1
-350000000,1,59.54,26,2990.0,2182,22,76.62,176,3.0,1.0,0,1,0,0,1,0,0,1
-305000000,1,84.96,9,169.0,165,1,111.28,60,3.0,2.0,0,1,0,0,1,0,0,1
-315000000,1,60.054,4,635.0,620,22,81.54,256,3.0,2.0,0,1,0,0,1,0,0,1
-350000000,1,84.99,6,209.0,194,2,108.79,108,3.0,2.0,0,1,0,0,1,0,0,1
-1400000000,1,177.255,18,1662.0,490,2,244.63,62,4.0,2.0,0,1,1,0,0,0,0,1
-480000000,1,84.51,2,465.0,387,5,116.84,34,3.0,2.0,1,0,0,1,0,0,0,1
-350000000,0,134.92,9,1849.0,1691,16,162.74,182,4.0,2.0,0,1,0,0,1,0,0,1
-720000000,0,98.55,33,3728.0,1631,3,147.52,2,4.0,2.0,0,1,0,0,1,0,0,1
-260000000,1,60.06,6,1425.0,998,10,76.88,538,2.0,1.0,0,1,0,0,1,1,0,0
-460000000,1,84.99,9,2251.0,2904,21,110.76,816,3.0,2.0,0,1,0,0,1,0,0,1
-685000000,1,59.99,2,1027.0,847,10,85.02,76,3.0,2.0,0,1,0,1,0,0,0,1
-175000000,0,57.0,2,1197.0,798,8,74.27,228,2.0,1.0,0,1,1,0,0,1,0,0
-164000000,0,84.7504,7,712.0,705,7,107.51,409,3.0,2.0,0,1,0,0,1,0,0,1
-580000000,1,84.3,7,156.0,144,2,106.34,120,3.0,2.0,1,0,0,1,0,0,0,1
-1247000000,1,58.08,3,2500.0,5040,124,59.5,65,3.0,1.0,0,1,0,0,1,0,0,1
-200000000,0,84.962,13,1093.0,1002,12,106.79,224,3.0,2.0,1,0,0,1,0,0,0,1
-950000000,1,59.88,22,2173.0,2036,19,85.12,895,3.0,1.0,1,0,0,1,0,1,0,0
-590000000,1,83.475,9,1920.0,960,13,100.04,270,3.0,1.0,0,1,1,0,0,0,0,1
-449000000,1,84.98,4,321.0,293,5,109.66,15,3.0,2.0,0,1,0,0,1,0,0,1
-325330000,0,115.28,26,507.0,270,2,155.92,112,3.0,2.0,0,1,0,0,1,0,0,1
-495000000,1,59.817,6,677.0,603,11,85.43,213,3.0,2.0,0,1,0,0,1,0,0,1
-250000000,0,167.66,8,994.0,868,10,201.31,48,4.0,2.0,0,1,0,0,1,0,0,1
-117000000,0,84.99,22,3776.0,3382,35,104.76,500,3.0,2.0,0,1,0,0,1,0,0,1
-150000000,1,59.4,17,709.0,783,6,85.82,313,3.0,1.0,0,1,1,0,0,1,0,0
-405000000,0,124.9736,23,1367.0,935,9,159.48,134,4.0,2.0,0,1,0,0,1,0,0,1
-535000000,1,114.73,11,2513.0,1224,13,149.41,255,4.0,3.0,0,1,0,0,1,0,0,1
-249000000,1,59.95,13,781.0,1391,10,82.41,690,3.0,1.0,1,0,0,1,0,1,0,0
-460000000,1,47.94,3,783.0,1368,15,65.01,0,2.0,1.0,1,0,0,1,0,1,0,0
-450000000,1,102.7,4,2488.0,1244,28,126.48,492,4.0,2.0,1,0,0,1,0,0,0,1
-76860000,0,45.15,25,265.0,512,1,60.46,20,1.0,1.0,0,1,0,0,1,0,0,1
-364000000,1,59.91,14,262.0,256,2,86.05,115,3.0,1.0,0,1,0,0,1,1,0,0
-183500000,0,40.95,13,1599.0,1270,13,58.21,144,1.0,1.0,0,1,0,0,1,1,0,0
-532000000,1,84.93,25,571.0,481,5,108.44,197,3.0,2.0,0,1,1,0,0,0,0,1
-680000000,1,59.68,6,346.0,378,12,85.94,8,3.0,2.0,0,1,0,0,1,0,0,1
-99000000,0,53.76,9,424.0,424,4,70.6,92,2.0,1.0,0,1,0,0,1,1,0,0
-545000000,1,84.92,19,1174.0,800,10,113.47,202,3.0,2.0,0,1,0,0,1,0,0,1
-163000000,1,44.33,13,994.0,3315,21,62.53,525,3.0,1.0,1,0,0,1,0,1,0,0
-687000000,1,59.9772,22,4443.0,3002,34,86.43,46,2.0,1.0,1,0,0,1,0,0,0,1
-114500000,1,49.93,4,1650.0,1650,12,71.0,492,3.0,1.0,1,0,0,1,0,1,0,0
-725000000,1,84.96,14,239.0,224,2,108.51,44,3.0,2.0,1,0,0,1,0,0,0,1
-730000000,1,73.02,15,400.0,900,8,100.38,270,3.0,1.0,1,0,1,0,0,1,0,0
-1140000000,1,84.9231,17,4443.0,3002,34,110.94,65,3.0,2.0,1,0,0,1,0,0,0,1
-508000000,1,59.95,2,1129.0,945,16,80.11,147,3.0,2.0,0,1,0,0,1,0,0,1
-655000000,1,84.82,3,416.0,590,4,105.81,0,3.0,2.0,1,0,0,1,0,0,0,1
-267000000,1,49.5,14,1800.0,3481,25,69.83,1177,3.0,1.0,1,0,0,1,0,1,0,0
-140000000,0,84.99,5,810.0,604,11,104.65,80,3.0,2.0,0,1,0,0,1,0,0,1
-160000000,0,84.99,8,469.0,477,3,107.22,223,3.0,2.0,0,1,0,0,1,0,0,1
-712000000,1,97.63,3,996.0,498,7,120.76,233,3.0,2.0,1,0,0,1,0,0,0,1
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diff --git a/DS/data/trainPriceCleaned.csv b/DS/data/trainPriceCleaned.csv
index b5926b8..2c4ff49 100644
--- a/DS/data/trainPriceCleaned.csv
+++ b/DS/data/trainPriceCleaned.csv
@@ -1,4466 +1,7421 @@
 transaction_real_price,city,exclusive_use_area,floor,total_parking_capacity_in_site,total_household_count_in_sites,apartment_building_count_in_sites,supply_area,total_household_count_of_area_type,room_count,bathroom_count,heat_fuel_cogeneration,heat_fuel_gas,heat_type_central,heat_type_district,heat_type_individual,front_door_structure_corridor,front_door_structure_mixed,front_door_structure_stairway
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diff --git a/DS/result/1000/Hyperparameter_DL_1000.csv b/DS/result/1000/Hyperparameter_DL_1000.csv
deleted file mode 100644
index 4bb8955..0000000
--- a/DS/result/1000/Hyperparameter_DL_1000.csv
+++ /dev/null
@@ -1,22 +0,0 @@
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diff --git a/DS/result/1000/Hyperparameter_DRF_1000.csv b/DS/result/1000/Hyperparameter_DRF_1000.csv
deleted file mode 100644
index 300ea51..0000000
--- a/DS/result/1000/Hyperparameter_DRF_1000.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
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diff --git a/DS/result/1000/Hyperparameter_GBM_1000.csv b/DS/result/1000/Hyperparameter_GBM_1000.csv
deleted file mode 100644
index c060ca3..0000000
--- a/DS/result/1000/Hyperparameter_GBM_1000.csv
+++ /dev/null
@@ -1,100 +0,0 @@
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-87,GBM_grid_1_AutoML_20190421_195113_model_41,39,0.5,7,1.0,0.4,False,-1387382435927114974,0,deviance,0.014965432360392486
-88,GBM_grid_1_AutoML_20190421_195113_model_42,74,0.1,9,1.0,0.7,False,-7165717425669000132,0,deviance,0.014965432360392486
-89,GBM_grid_1_AutoML_20190421_195113_model_43,53,0.08,16,0.6,0.4,False,6037329919915569363,0,deviance,0.014965432360392486
-90,GBM_grid_1_AutoML_20190421_195113_model_44,177,0.005,13,0.9,0.4,False,-7505997270433965297,0,deviance,0.014965432360392486
-91,GBM_grid_1_AutoML_20190421_195113_model_45,30,0.1,17,1.0,1.0,False,8630530357491357285,0,deviance,0.014965432360392486
-92,GBM_grid_1_AutoML_20190421_195113_model_46,35,0.01,16,0.8,1.0,False,-9134514672406990100,0,deviance,0.014965432360392486
-93,GBM_grid_1_AutoML_20190421_195113_model_47,2,0.008,11,1.0,0.4,False,6532298033858417470,0,deviance,0.014965432360392486
-94,GBM_grid_1_AutoML_20190421_195113_model_5,46,0.1,12,0.6,1.0,False,5105961707165646282,0,deviance,0.014965432360392486
-95,GBM_grid_1_AutoML_20190421_195113_model_6,36,0.001,13,0.7,0.7,False,7767005311877900708,0,deviance,0.014965432360392486
-96,GBM_grid_1_AutoML_20190421_195113_model_7,115,0.05,11,0.9,0.4,False,-5148363360822577145,0,deviance,0.014965432360392486
-97,GBM_grid_1_AutoML_20190421_195113_model_8,126,0.05,15,0.5,1.0,False,-2950168058131681435,0,deviance,0.014965432360392486
-98,GBM_grid_1_AutoML_20190421_195113_model_9,112,0.05,11,0.7,1.0,False,-9033711945775519277,0,deviance,0.014965432360392486
diff --git a/DS/result/1000/Hyperparameter_GLM_1000.csv b/DS/result/1000/Hyperparameter_GLM_1000.csv
deleted file mode 100644
index 3ec7364..0000000
--- a/DS/result/1000/Hyperparameter_GLM_1000.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
-0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-2,GLM_grid_1_AutoML_20190421_195113_model_1,-2989962140256060411,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
diff --git a/DS/result/1000/Hyperparameter_XGBoost_1000.csv b/DS/result/1000/Hyperparameter_XGBoost_1000.csv
deleted file mode 100644
index 3e85161..0000000
--- a/DS/result/1000/Hyperparameter_XGBoost_1000.csv
+++ /dev/null
@@ -1,44 +0,0 @@
-,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
-0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-2,XGBoost_1_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-3,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-4,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-5,XGBoost_2_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-6,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-7,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-8,XGBoost_3_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-9,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01
-10,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01
-11,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1
-12,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5
-13,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5
-14,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1
-15,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001
-16,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5
-17,XGBoost_grid_1_AutoML_20190421_193852_model_1,144,20,20.0,100.0,1.0,1.0,1.0,gbtree,10.0,0.5
-18,XGBoost_grid_1_AutoML_20190421_193852_model_10,78,15,15.0,100.0,1.0,1.0,0.9,gbtree,0.001,0.1
-19,XGBoost_grid_1_AutoML_20190421_193852_model_11,19,5,1.0,100.0,1.0,0.8,0.7,gbtree,0.001,1.0
-20,XGBoost_grid_1_AutoML_20190421_193852_model_2,106,15,5.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.1
-21,XGBoost_grid_1_AutoML_20190421_193852_model_3,263,20,15.0,100.0,0.8,0.8,1.0,gbtree,100.0,1.0
-22,XGBoost_grid_1_AutoML_20190421_193852_model_4,91,10,0.1,100.0,0.8,0.8,0.7,dart,0.1,0.5
-23,XGBoost_grid_1_AutoML_20190421_193852_model_5,186,15,3.0,100.0,0.6,0.8,0.8,gbtree,10.0,0.001
-24,XGBoost_grid_1_AutoML_20190421_193852_model_6,77,15,5.0,100.0,0.8,1.0,0.8,dart,100.0,0.001
-25,XGBoost_grid_1_AutoML_20190421_193852_model_7,189,5,0.01,100.0,1.0,0.8,0.9,gbtree,0.01,0.1
-26,XGBoost_grid_1_AutoML_20190421_193852_model_8,115,20,5.0,100.0,0.6,1.0,0.7,dart,100.0,0.01
-27,XGBoost_grid_1_AutoML_20190421_193852_model_9,126,15,20.0,100.0,0.8,0.6,0.7,dart,0.01,0.001
-28,XGBoost_grid_1_AutoML_20190421_195113_model_1,137,20,15.0,100.0,0.8,0.6,0.8,gbtree,0.001,0.001
-29,XGBoost_grid_1_AutoML_20190421_195113_model_10,176,5,20.0,100.0,0.8,0.6,1.0,gbtree,0.01,1.0
-30,XGBoost_grid_1_AutoML_20190421_195113_model_11,189,5,5.0,100.0,0.6,0.8,1.0,gbtree,10.0,1.0
-31,XGBoost_grid_1_AutoML_20190421_195113_model_12,188,5,0.1,100.0,0.6,0.8,0.7,gbtree,1.0,0.01
-32,XGBoost_grid_1_AutoML_20190421_195113_model_13,174,15,10.0,100.0,0.8,0.6,0.8,gbtree,10.0,0.01
-33,XGBoost_grid_1_AutoML_20190421_195113_model_14,61,5,15.0,100.0,0.6,0.8,0.8,dart,0.01,0.01
-34,XGBoost_grid_1_AutoML_20190421_195113_model_15,44,15,0.1,100.0,1.0,0.8,0.8,dart,0.1,0.001
-35,XGBoost_grid_1_AutoML_20190421_195113_model_2,196,5,0.01,100.0,0.6,0.6,0.8,gbtree,1.0,0.1
-36,XGBoost_grid_1_AutoML_20190421_195113_model_3,285,10,0.1,100.0,0.8,0.6,1.0,gbtree,100.0,0.5
-37,XGBoost_grid_1_AutoML_20190421_195113_model_4,114,15,0.1,100.0,1.0,1.0,0.8,gbtree,1.0,0.001
-38,XGBoost_grid_1_AutoML_20190421_195113_model_5,111,20,0.01,100.0,1.0,1.0,0.9,gbtree,1.0,0.01
-39,XGBoost_grid_1_AutoML_20190421_195113_model_6,169,20,10.0,100.0,1.0,0.6,0.7,gbtree,10.0,0.5
-40,XGBoost_grid_1_AutoML_20190421_195113_model_7,112,15,0.1,100.0,0.6,0.6,0.7,dart,1.0,0.5
-41,XGBoost_grid_1_AutoML_20190421_195113_model_8,79,15,1.0,100.0,0.8,0.8,0.7,dart,10.0,0.01
-42,XGBoost_grid_1_AutoML_20190421_195113_model_9,265,20,0.1,100.0,0.6,0.8,1.0,gbtree,100.0,0.01
diff --git a/DS/result/1000/Hyperparameter_XRT_1000.csv b/DS/result/1000/Hyperparameter_XRT_1000.csv
deleted file mode 100644
index 4cdc075..0000000
--- a/DS/result/1000/Hyperparameter_XRT_1000.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378
-1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273
-2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834
diff --git a/DS/result/1000/all_varimp.csv b/DS/result/1000/all_varimp.csv
deleted file mode 100644
index dff7f79..0000000
--- a/DS/result/1000/all_varimp.csv
+++ /dev/null
@@ -1,3837 +0,0 @@
-	model_id	variable	relative_importance	scaled_importance	percentage
-0	GBM_1_AutoML_20190416_015849	supply_area	5.142440512168814e+20	1.0	0.26965304008383767
-1	GBM_1_AutoML_20190416_015849	city	3.556079913049879e+20	0.691516003857497	0.18646939270680088
-2	GBM_1_AutoML_20190416_015849	exclusive_use_area	2.8717862730904633e+20	0.5584481271674047	0.15058723521981623
-3	GBM_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.3659960388754185e+20	0.2656318601339177	0.07162843862823566
-4	GBM_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.1062438055314771e+20	0.21512038941699316	0.05800786699031123
-5	GBM_1_AutoML_20190416_015849	total_household_count_in_sites	8.393671766441984e+19	0.16322350733235744	0.04401371496531675
-6	GBM_1_AutoML_20190416_015849	floor	7.956222709042931e+19	0.1547168643023818	0.041719872811375826
-7	GBM_1_AutoML_20190416_015849	heat_fuel_cogeneration	6.286668838041813e+19	0.12225068667620664	0.03296526931457583
-8	GBM_1_AutoML_20190416_015849	total_household_count_of_area_type	5.228192743433018e+19	0.10166753958672509	0.02741496112740433
-9	GBM_1_AutoML_20190416_015849	heat_fuel_gas	4.359336664931867e+19	0.08477174708421324	0.0228589593144763
-10	GBM_1_AutoML_20190416_015849	bathroom_count	4.257647232525376e+19	0.08279429236858049	0.02232573263877781
-11	GBM_1_AutoML_20190416_015849	heat_type_district	3.5194944992644694e+19	0.06844015970502942	0.01845509712828455
-12	GBM_1_AutoML_20190416_015849	heat_type_individual	3.422536045489973e+19	0.06655470369352945	0.017946678182839237
-13	GBM_1_AutoML_20190416_015849	front_door_structure_stairway	2.4499676530895487e+19	0.047642119481831	0.01284684235431316
-14	GBM_1_AutoML_20190416_015849	room_count	2.002224967831257e+19	0.038935306360730705	0.010499023726766617
-15	GBM_1_AutoML_20190416_015849	front_door_structure_mixed	1.0703568675027288e+19	0.020814180834370175	0.005612607138842666
-16	GBM_1_AutoML_20190416_015849	heat_type_central	7.370545410470838e+18	0.014332777196021126	0.0038648769437513992
-17	GBM_1_AutoML_20190416_015849	front_door_structure_corridor	5.969837415672578e+18	0.01160895765647819	0.003130390724273887
-18	XGBoost_grid_1_AutoML_20190416_021340_model_7	supply_area	7.337369362340837e+20	1.0	0.234053082362835
-19	XGBoost_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	5.1960716987001e+20	0.7081654803108345	0.16574831348970837
-20	XGBoost_grid_1_AutoML_20190416_021340_model_7	city	4.4163047373120576e+20	0.601892111357895	0.14087470391319004
-21	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	2.6192748955614734e+20	0.3569773806134039	0.08355165626637812
-22	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.8685983730164774e+20	0.25466870764433475	0.05960599600551623
-23	XGBoost_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.8281090772259517e+20	0.24915047709179672	0.05831443713550594
-24	XGBoost_grid_1_AutoML_20190416_021340_model_7	floor	1.632299074536719e+20	0.22246380057061316	0.05206833823770303
-25	XGBoost_grid_1_AutoML_20190416_021340_model_7	bathroom_count	1.3853035510200952e+20	0.18880111966697322	0.04418948401160955
-26	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	1.333210537275603e+20	0.18170143432036107	0.042527780772428726
-27	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	9.93133877788672e+19	0.1353528531473347	0.03167975248573784
-28	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_district	8.564809431891365e+19	0.11672861224419727	0.027320691495690535
-29	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	7.432329167858827e+19	0.10129419415636036	0.023708218367755614
-30	XGBoost_grid_1_AutoML_20190416_021340_model_7	room_count	4.331445573372399e+19	0.05903267723720726	0.013816780067498728
-31	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	2.4842623003691844e+19	0.03385766993167469	0.007924492009131938
-32	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	1.605542063250604e+19	0.021881712422589406	0.005121482239884189
-33	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_central	1.41362098920835e+19	0.019266046445253007	0.004509277555457007
-34	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.003650926410675e+19	0.013678620726958753	0.0032015233436168593
-35	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	5.592660946880299e+18	0.00762216084634463	0.001783990240352276
-36	XGBoost_1_AutoML_20190416_015849	exclusive_use_area	6.66503260347023e+20	1.0	0.24313142433565593
-37	XGBoost_1_AutoML_20190416_015849	supply_area	5.901882517332301e+20	0.8854994219022146	0.21529273569548538
-38	XGBoost_1_AutoML_20190416_015849	city	4.536478015712626e+20	0.6806385333134986	0.1654846160622427
-39	XGBoost_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.6651456210221085e+20	0.24983307960941262	0.06074227249159981
-40	XGBoost_1_AutoML_20190416_015849	total_household_count_in_sites	1.5735965885344095e+20	0.23609735798067927	0.05740268692772779
-41	XGBoost_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.5518922290021112e+20	0.2328409058635512	0.05661094108620958
-42	XGBoost_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1600179285743737e+20	0.17404534945116343	0.04231589371105834
-43	XGBoost_1_AutoML_20190416_015849	floor	1.0686420911582819e+20	0.16033561345249542	0.038982626070436364
-44	XGBoost_1_AutoML_20190416_015849	total_household_count_of_area_type	9.142995098036444e+19	0.13717855023358824	0.033352416306592636
-45	XGBoost_1_AutoML_20190416_015849	bathroom_count	6.6195521406161125e+19	0.09931762580080347	0.02414723582258504
-46	XGBoost_1_AutoML_20190416_015849	heat_type_individual	5.476501171794136e+19	0.08216765764870722	0.01997753963845474
-47	XGBoost_1_AutoML_20190416_015849	heat_type_district	3.71797701889664e+19	0.055783328306013534	0.013562680065224583
-48	XGBoost_1_AutoML_20190416_015849	front_door_structure_stairway	2.155443232575796e+19	0.0323395752250865	0.00786276698688537
-49	XGBoost_1_AutoML_20190416_015849	room_count	1.6986735568534634e+19	0.02548635029885718	0.006196532649278616
-50	XGBoost_1_AutoML_20190416_015849	heat_fuel_gas	1.591282496949977e+19	0.023875089465000617	0.005804784507766813
-51	XGBoost_1_AutoML_20190416_015849	front_door_structure_corridor	9.108252619670815e+18	0.013665728529112511	0.003322568041867533
-52	XGBoost_1_AutoML_20190416_015849	front_door_structure_mixed	8.260484624434594e+18	0.012393764765882274	0.003013313680410025
-53	XGBoost_1_AutoML_20190416_015849	heat_type_central	7.667404204121522e+18	0.011503926027502694	0.0027969659205187543
-54	XGBoost_1_AutoML_20190416_021340	supply_area	7.615501823703054e+20	1.0	0.2738273098574499
-55	XGBoost_1_AutoML_20190416_021340	exclusive_use_area	5.0952329364497865e+20	0.6690606941476929	0.18320709000982083
-56	XGBoost_1_AutoML_20190416_021340	city	4.0884272033157664e+20	0.5368559154684517	0.14700581111378466
-57	XGBoost_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.709885540804686e+20	0.22452696885748372	0.0614816158726922
-58	XGBoost_1_AutoML_20190416_021340	total_parking_capacity_in_site	1.6714193464092682e+20	0.21947593016221445	0.06009850353478073
-59	XGBoost_1_AutoML_20190416_021340	total_household_count_in_sites	1.5883821172172993e+20	0.20857221940036844	0.057112769749400716
-60	XGBoost_1_AutoML_20190416_021340	floor	9.200257663611018e+19	0.12080960489006058	0.03308096911198671
-61	XGBoost_1_AutoML_20190416_021340	total_household_count_of_area_type	9.032641074198426e+19	0.11860861284393057	0.032478277380977284
-62	XGBoost_1_AutoML_20190416_021340	heat_type_individual	8.3654776494779e+19	0.10984801583843846	0.030079386670218155
-63	XGBoost_1_AutoML_20190416_021340	heat_fuel_gas	7.268401220055099e+19	0.09544218343474604	0.026134676336857777
-64	XGBoost_1_AutoML_20190416_021340	heat_type_district	6.784202247656964e+19	0.0890841129673334	0.024393663004882077
-65	XGBoost_1_AutoML_20190416_021340	heat_fuel_cogeneration	6.35374740362452e+19	0.08343176261672795	0.02284589511400397
-66	XGBoost_1_AutoML_20190416_021340	bathroom_count	4.664399684495527e+19	0.06124875014772766	0.016771580485083353
-67	XGBoost_1_AutoML_20190416_021340	room_count	3.813859270689869e+19	0.05008020953812039	0.013713329054920911
-68	XGBoost_1_AutoML_20190416_021340	front_door_structure_corridor	1.630003228287225e+19	0.0214037533707087	0.00586093220635349
-69	XGBoost_1_AutoML_20190416_021340	heat_type_central	1.317431973670971e+19	0.017299345521400805	0.004737033246419707
-70	XGBoost_1_AutoML_20190416_021340	front_door_structure_mixed	1.0203622936900796e+19	0.013398490569777401	0.003668872628872557
-71	XGBoost_1_AutoML_20190416_021340	front_door_structure_stairway	9.740319523281568e+18	0.012790121713273147	0.003502284621494944
-72	XGBoost_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	8.074262407120033e+20	1.0	0.21459785185480698
-73	XGBoost_grid_1_AutoML_20190416_022142_model_9	supply_area	7.214671605242895e+20	0.8935394022964704	0.19175163628045075
-74	XGBoost_grid_1_AutoML_20190416_022142_model_9	city	5.850806068058385e+20	0.7246242161883465	0.1555028001959924
-75	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.832041302691477e+20	0.3507492275943535	0.07527003078148105
-76	XGBoost_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.5394788507263277e+20	0.3145152736783695	0.06749430210690482
-77	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.8748393769375944e+20	0.23219946075623288	0.04982950548013213
-78	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.6332483488956757e+20	0.20227833411203572	0.04340849597721179
-79	XGBoost_grid_1_AutoML_20190416_022142_model_9	floor	1.520719227175127e+20	0.18834156613910996	0.04041769550842306
-80	XGBoost_grid_1_AutoML_20190416_022142_model_9	bathroom_count	1.2354014133449287e+20	0.1530048629897796	0.032834514920945766
-81	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	1.1952418830818057e+20	0.14803109223051997	0.03176715440039039
-82	XGBoost_grid_1_AutoML_20190416_022142_model_9	room_count	1.1922649333593696e+20	0.1476623960484624	0.03168803299173377
-83	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	7.90512796389553e+19	0.09790526447251259	0.021010259441077955
-84	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	6.900264056257092e+19	0.08545999260777445	0.018339530833156082
-85	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_district	4.422885358384762e+19	0.054777577633401915	0.011755150489937973
-86	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	1.995450876692529e+19	0.02471372338522097	0.005303511949802329
-87	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	1.237791487740923e+19	0.015330087447361331	0.0032898038349500835
-88	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_central	1.089905744439935e+19	0.013498517752888933	0.0028967529129939416
-89	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	1.0696698926376944e+19	0.013247896076481733	0.002842970039608706
-90	XGBoost_grid_1_AutoML_20190416_022142_model_3	supply_area	8.682182210195523e+20	1.0	0.2483576151322533
-91	XGBoost_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	7.681393004688693e+20	0.8847306839135904	0.21972960269110672
-92	XGBoost_grid_1_AutoML_20190416_022142_model_3	city	6.80907812648935e+20	0.7842588374260817	0.1947766545095352
-93	XGBoost_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	2.086985131743951e+20	0.2403756430374377	0.05969912144065986
-94	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	1.8172949845425888e+20	0.20931315889783236	0.05198451695966403
-95	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.7723939203358445e+20	0.2041415254167915	0.05070010240197461
-96	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.5099232544433897e+20	0.17391056970334953	0.043192014337815395
-97	XGBoost_grid_1_AutoML_20190416_022142_model_3	floor	1.0797120621876609e+20	0.12435952575606517	0.030885635235754372
-98	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	1.0740466745939172e+20	0.12370699538333343	0.030723574348581358
-99	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	6.806801609654272e+19	0.07839966318215502	0.019471153375091945
-100	XGBoost_grid_1_AutoML_20190416_022142_model_3	bathroom_count	4.864621191718188e+19	0.05602993664433399	0.013915461440998037
-101	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_district	4.2829821794525905e+19	0.04933071059512051	0.012251657636183508
-102	XGBoost_grid_1_AutoML_20190416_022142_model_3	room_count	2.521852623801916e+19	0.029046299222337143	0.007213869603277476
-103	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	1.8724166250560225e+19	0.02156619821750845	0.00535612955676985
-104	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.131859699669821e+19	0.013036580807307562	0.0032377341187818116
-105	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	1.1157702161670865e+19	0.012851264683858315	0.0031917094483164023
-106	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	1.016985473578854e+19	0.011713477659851503	0.0029091313765056462
-107	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_central	8.405102839080157e+18	0.00968086436749739	0.0024043163867304615
-108	XGBoost_grid_1_AutoML_20190416_020809_model_4	supply_area	7.233163807525343e+20	1.0	0.23315725739498758
-109	XGBoost_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	6.043663926007505e+20	0.835549157578833	0.19481434999977298
-110	XGBoost_grid_1_AutoML_20190416_020809_model_4	city	4.88769369555916e+20	0.6757338594314747	0.1575522533939727
-111	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.193514614335912e+20	0.3032579757220197	0.07070679790250184
-112	XGBoost_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	1.9567792055641126e+20	0.2705288111307932	0.06307575564958233
-113	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	1.712772946300156e+20	0.2367944362767226	0.05521034132867279
-114	XGBoost_grid_1_AutoML_20190416_020809_model_4	floor	1.3957132873072273e+20	0.19296027636691085	0.04499008882388777
-115	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.2550112472067788e+20	0.17350792552231045	0.040454632051075676
-116	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.1192280702852792e+20	0.15473561778330536	0.03607773226367454
-117	XGBoost_grid_1_AutoML_20190416_020809_model_4	bathroom_count	6.991777728450842e+19	0.09666278705283345	0.02253763032139436
-118	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_district	6.389811824820224e+19	0.08834048273830464	0.02059722467221235
-119	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	5.717170633170118e+19	0.07904107780916016	0.018429000923527596
-120	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	4.410817558562944e+19	0.06098047377240308	0.014218040019420473
-121	XGBoost_grid_1_AutoML_20190416_020809_model_4	room_count	3.844565551821095e+19	0.053151921539800195	0.012392756251493378
-122	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.297043397754277e+19	0.03175710462086378	0.007404399416206285
-123	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.0483746613820916e+19	0.014493998605304202	0.003379380963499503
-124	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_central	8.055134335273009e+18	0.011136391418223507	0.002596530480350069
-125	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.463524511762088e+18	0.010318478483781991	0.002405828143767799
-126	XGBoost_grid_1_AutoML_20190416_022142_model_14	supply_area	9.020846568986808e+20	1.0	0.29859352094822333
-127	XGBoost_grid_1_AutoML_20190416_022142_model_14	exclusive_use_area	4.484881893262958e+20	0.49716862591164607	0.1484513305159485
-128	XGBoost_grid_1_AutoML_20190416_022142_model_14	city	4.134986331057197e+20	0.4583811840091661	0.13686965166971235
-129	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_parking_capacity_in_site	2.0070212574539416e+20	0.2224870184971302	0.0664331822183306
-130	XGBoost_grid_1_AutoML_20190416_022142_model_14	apartment_building_count_in_sites	1.8954809925109495e+20	0.21012229595252319	0.06274115617818851
-131	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_household_count_in_sites	1.784612749074854e+20	0.1978320699090768	0.05907137431062631
-132	XGBoost_grid_1_AutoML_20190416_022142_model_14	floor	1.3768071408871539e+20	0.15262504803269172	0.045572850476973126
-133	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_household_count_of_area_type	1.245053542140058e+20	0.13801958969355338	0.04121175524642722
-134	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	8.713397433269014e+19	0.0965917928725804	0.028841683528525286
-135	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_fuel_cogeneration	7.0356095395898065e+19	0.07799278577442896	0.02328814051294725
-136	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	6.830226045177063e+19	0.07571602058568447	0.022608313178867686
-137	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_district	5.083975520678104e+19	0.0563580755065333	0.016828156199361604
-138	XGBoost_grid_1_AutoML_20190416_022142_model_14	bathroom_count	4.720515679344656e+19	0.052328965394152015	0.015625090024617583
-139	XGBoost_grid_1_AutoML_20190416_022142_model_14	room_count	4.183973796199268e+19	0.04638116571656976	0.013849115576993589
-140	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_stairway	2.3583251181330235e+19	0.026143057639854115	0.00780614762903639
-141	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_corridor	1.8012089535063654e+19	0.019967183121136614	0.005962071511558117
-142	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.121625005633831e+19	0.012433700064137198	0.003712622280564876
-143	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_mixed	7.655009959297417e+18	0.008485910829716288	0.0025338379930976455
-144	XGBoost_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	1.1278014110477928e+21	1.0	0.2611815752838408
-145	XGBoost_grid_1_AutoML_20190416_022142_model_16	supply_area	8.922921424589171e+20	0.7911784235399439	0.20664122699074833
-146	XGBoost_grid_1_AutoML_20190416_022142_model_16	city	7.00846796311676e+20	0.6214274866534781	0.16230540988883335
-147	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_household_count_in_sites	2.9810012028821045e+20	0.26431969083214585	0.06903543323007762
-148	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	2.7254882465702163e+20	0.24166384434987362	0.06311814355644889
-149	XGBoost_grid_1_AutoML_20190416_022142_model_16	apartment_building_count_in_sites	1.797529635756106e+20	0.1593835242754393	0.041628039944549514
-150	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_household_count_of_area_type	1.493738795126248e+20	0.13244696987375446	0.03459270823319859
-151	XGBoost_grid_1_AutoML_20190416_022142_model_16	floor	1.370615307126031e+20	0.12152984503296994	0.03174135636971214
-152	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_fuel_cogeneration	1.2928157994850661e+20	0.11463151108172186	0.029939638641491163
-153	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_district	1.1174990222799038e+20	0.09908650683826353	0.02587956994539073
-154	XGBoost_grid_1_AutoML_20190416_022142_model_16	bathroom_count	1.0502762887325627e+20	0.0931259952722346	0.02432279414507774
-155	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_individual	8.429330247944713e+19	0.07474126353604556	0.019521040949049065
-156	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_fuel_gas	4.3171347698299175e+19	0.038279210573243114	0.009997824518141489
-157	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_stairway	2.842869776986931e+19	0.025207184076368024	0.006583652045535547
-158	XGBoost_grid_1_AutoML_20190416_022142_model_16	room_count	2.3789460189073113e+19	0.02109366060020383	0.005509275504063923
-159	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_central	1.8080087732171833e+19	0.01603126894066783	0.004187072075722532
-160	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.1221026334849368e+19	0.009949470026309316	0.002598618254710824
-161	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	5.253457211664892e+18	0.0046581403075069095	0.0012166204234078089
-162	XGBoost_1_AutoML_20190416_022142	supply_area	6.855376538033602e+20	1.0	0.24506003265809956
-163	XGBoost_1_AutoML_20190416_022142	exclusive_use_area	5.2606705576989164e+20	0.7673787907218133	0.18805387151542052
-164	XGBoost_1_AutoML_20190416_022142	city	3.899278130028531e+20	0.5687912412097791	0.13938800014650946
-165	XGBoost_1_AutoML_20190416_022142	total_parking_capacity_in_site	2.020806494438346e+20	0.2947768781520489	0.07223803138679374
-166	XGBoost_1_AutoML_20190416_022142	apartment_building_count_in_sites	1.6602402158654836e+20	0.24218074771742695	0.05934882194479562
-167	XGBoost_1_AutoML_20190416_022142	total_household_count_in_sites	1.5674847112588585e+20	0.2286504180423146	0.05603307891273773
-168	XGBoost_1_AutoML_20190416_022142	floor	1.0687115802931574e+20	0.15589392856307013	0.038203371224865404
-169	XGBoost_1_AutoML_20190416_022142	heat_type_individual	9.184239978217577e+19	0.133971342453087	0.03283102155680294
-170	XGBoost_1_AutoML_20190416_022142	total_household_count_of_area_type	9.103392448422556e+19	0.13279201219534728	0.03254201484532656
-171	XGBoost_1_AutoML_20190416_022142	heat_fuel_cogeneration	7.878382563452204e+19	0.11492268177747741	0.028162956149544997
-172	XGBoost_1_AutoML_20190416_022142	room_count	7.153336448599038e+19	0.10434636826893981	0.02557112441574047
-173	XGBoost_1_AutoML_20190416_022142	bathroom_count	6.675113981604843e+19	0.0973704937222826	0.023861616371517853
-174	XGBoost_1_AutoML_20190416_022142	heat_fuel_gas	6.2345317558712795e+19	0.09094368079247175	0.022286661385050907
-175	XGBoost_1_AutoML_20190416_022142	heat_type_district	4.567152279065251e+19	0.0666214649731741	0.01632625838205648
-176	XGBoost_1_AutoML_20190416_022142	front_door_structure_stairway	2.1888197876462387e+19	0.031928512978137306	0.007824402433146884
-177	XGBoost_1_AutoML_20190416_022142	front_door_structure_corridor	1.2193234307338207e+19	0.01778638159361516	0.004358731254200752
-178	XGBoost_1_AutoML_20190416_022142	front_door_structure_mixed	1.136549446615774e+19	0.0165789499717514	0.004062838021514397
-179	XGBoost_1_AutoML_20190416_022142	heat_type_central	1.0762171545276121e+19	0.015698877349139956	0.0038471673958757374
-180	GBM_1_AutoML_20190416_020809	supply_area	4.322788194737151e+20	1.0	0.2272757866900139
-181	GBM_1_AutoML_20190416_020809	exclusive_use_area	3.353057641848017e+20	0.7756701209488477	0.17629103695058757
-182	GBM_1_AutoML_20190416_020809	city	3.285587386243031e+20	0.760062079896286	0.1727437071416766
-183	GBM_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.2258064591544438e+20	0.28356847569973975	0.06444824839514644
-184	GBM_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.2114400643040621e+20	0.28024506631598317	0.0636929179129602
-185	GBM_1_AutoML_20190416_020809	total_household_count_in_sites	9.183545966478125e+19	0.21244496729353482	0.048283597069972393
-186	GBM_1_AutoML_20190416_020809	bathroom_count	6.794429025209234e+19	0.15717700519033578	0.03572252750421396
-187	GBM_1_AutoML_20190416_020809	room_count	6.329651826204135e+19	0.1464252131045947	0.033278905499599686
-188	GBM_1_AutoML_20190416_020809	floor	5.995427119443948e+19	0.13869352023176104	0.03152167891948085
-189	GBM_1_AutoML_20190416_020809	heat_type_district	5.830458154031042e+19	0.13487725725561636	0.030654334749361592
-190	GBM_1_AutoML_20190416_020809	heat_fuel_cogeneration	5.444944748272314e+19	0.12595909174780645	0.028627451667742346
-191	GBM_1_AutoML_20190416_020809	heat_type_individual	4.810870026478079e+19	0.11129090322618979	0.025293727582174488
-192	GBM_1_AutoML_20190416_020809	total_household_count_of_area_type	4.632146610406346e+19	0.10715645554981917	0.024354067733998657
-193	GBM_1_AutoML_20190416_020809	heat_fuel_gas	3.559421724710876e+19	0.08234087733107887	0.01871408767216688
-194	GBM_1_AutoML_20190416_020809	front_door_structure_mixed	1.0809522013526295e+19	0.025005902502201065	0.005683236163081533
-195	GBM_1_AutoML_20190416_020809	front_door_structure_stairway	9.75085394418729e+18	0.022556862619497818	0.005126628697104934
-196	GBM_1_AutoML_20190416_020809	front_door_structure_corridor	9.168717512861286e+18	0.021210193744916513	0.004820563469223512
-197	GBM_1_AutoML_20190416_020809	heat_type_central	6.595181905191109e+18	0.015256777820436634	0.0034674961814944913
-198	GBM_grid_1_AutoML_20190416_021340_model_9	supply_area	8.13525733088579e+20	1.0	0.2948675861336144
-199	GBM_grid_1_AutoML_20190416_021340_model_9	city	5.0380333509012514e+20	0.6192838340557687	0.18260672927959434
-200	GBM_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.9525631023384625e+20	0.4858559405776161	0.14326316840679845
-201	GBM_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.681386199412732e+20	0.20667892004218358	0.06094291425754097
-202	GBM_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.6581928372536345e+20	0.2038279515705357	0.06010225606616312
-203	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	1.0646848168685208e+20	0.13087291201304813	0.038590179655564404
-204	GBM_grid_1_AutoML_20190416_021340_model_9	floor	1.031034923207413e+20	0.1267366084774052	0.03737051781649345
-205	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	9.23339870329079e+19	0.11349854500896817	0.03346704199647183
-206	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	8.847224710946095e+19	0.10875162703652036	0.03206732975236187
-207	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	7.707230824253987e+19	0.09473862363263194	0.027935349264175173
-208	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_district	6.657595242937162e+19	0.08183632025580025	0.02413087821188523
-209	GBM_grid_1_AutoML_20190416_021340_model_9	bathroom_count	4.849212195961884e+19	0.05960736088275511	0.01757627861929323
-210	GBM_grid_1_AutoML_20190416_021340_model_9	room_count	4.5236793485215924e+19	0.05560585442512414	0.01639636406923352
-211	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	3.0090981230182924e+19	0.03698835821202786	0.010906667901026108
-212	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	2.3211820760304714e+19	0.028532374350569368	0.008413272351413044
-213	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	1.6706595398940099e+19	0.0205360380371902	0.006055411964774362
-214	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	7.480615870260052e+18	0.009195303314942026	0.0027113968922433777
-215	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_central	7.16405492775125e+18	0.008806181090981184	0.0025966573613531007
-216	XGBoost_1_AutoML_20190416_020809	supply_area	5.659702854745336e+20	1.0	0.20644000549191793
-217	XGBoost_1_AutoML_20190416_020809	exclusive_use_area	5.2959460573114584e+20	0.9357286403951599	0.1931718256621217
-218	XGBoost_1_AutoML_20190416_020809	city	4.649645733786587e+20	0.8215353090291879	0.16959775370779007
-219	XGBoost_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.8159324697334487e+20	0.3208529699065197	0.0662368888696001
-220	XGBoost_1_AutoML_20190416_020809	room_count	1.513616382059694e+20	0.26743742929730197	0.055209784372879434
-221	XGBoost_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.4792046587819327e+20	0.2613573003292398	0.05395460251532111
-222	XGBoost_1_AutoML_20190416_020809	total_household_count_in_sites	1.3036282209107549e+20	0.23033509962766638	0.04755037923211691
-223	XGBoost_1_AutoML_20190416_020809	bathroom_count	1.059118825125928e+20	0.1871332916776572	0.03863179776165623
-224	XGBoost_1_AutoML_20190416_020809	floor	8.555070397697176e+19	0.1511575893162702	0.031204973568595896
-225	XGBoost_1_AutoML_20190416_020809	total_household_count_of_area_type	8.444933637356808e+19	0.14921160799592537	0.030803245174136736
-226	XGBoost_1_AutoML_20190416_020809	heat_type_individual	6.609682044635893e+19	0.1167849658236749	0.024109088986012894
-227	XGBoost_1_AutoML_20190416_020809	heat_type_district	6.446459543492546e+19	0.11390102464633031	0.02351372815352351
-228	XGBoost_1_AutoML_20190416_020809	heat_fuel_cogeneration	6.215418285538673e+19	0.10981880930952764	0.022670995596974775
-229	XGBoost_1_AutoML_20190416_020809	heat_fuel_gas	5.185038671261414e+19	0.09161326670911807	0.018912643282562876
-230	XGBoost_1_AutoML_20190416_020809	front_door_structure_corridor	1.611667552480107e+19	0.028476186715859404	0.005878624142010896
-231	XGBoost_1_AutoML_20190416_020809	front_door_structure_stairway	1.6102225742988837e+19	0.028450655725658892	0.005873353524253688
-232	XGBoost_1_AutoML_20190416_020809	heat_type_central	8.626768231530496e+18	0.015242440200367491	0.0031466494386740954
-233	XGBoost_1_AutoML_20190416_020809	front_door_structure_mixed	8.481495257710592e+18	0.014985760693424647	0.003093660519851152
-234	XGBoost_grid_1_AutoML_20190416_022142_model_6	supply_area	7.929912891126065e+20	1.0	0.21035628421433644
-235	XGBoost_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	7.88531247737882e+20	0.994375674189668	0.2091731719356642
-236	XGBoost_grid_1_AutoML_20190416_022142_model_6	city	5.6481894726667076e+20	0.7122637474350177	0.14982915529100896
-237	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	2.6786889854892795e+20	0.3377955120398428	0.07105740873698048
-238	XGBoost_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	2.5854076504417868e+20	0.3260322888710387	0.06858294082080685
-239	XGBoost_grid_1_AutoML_20190416_022142_model_6	floor	2.3158276303250627e+20	0.2920369570410514	0.061431809136417374
-240	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	1.9954839500022927e+20	0.25164008450021313	0.05293407313484648
-241	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	1.4368701185972083e+20	0.18119620458947683	0.03811576031118304
-242	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	1.2532486860869888e+20	0.15804066239988981	0.03324484649721322
-243	XGBoost_grid_1_AutoML_20190416_022142_model_6	room_count	1.0816312817241765e+20	0.13639888565920708	0.028692362758246943
-244	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	6.215173314348004e+19	0.07837631257340881	0.016486949883363654
-245	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	5.54792324811121e+19	0.06996196962415047	0.014716939966452567
-246	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_district	5.112545670618887e+19	0.06447164982530967	0.013562016694420016
-247	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	3.0810622585678594e+19	0.03885367091504509	0.008173113841775523
-248	XGBoost_grid_1_AutoML_20190416_022142_model_6	bathroom_count	3.0412322299493482e+19	0.0383513951755085	0.008067456983555597
-249	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	2.4640620727436837e+19	0.031073003027575267	0.00653640145626156
-250	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	2.0111470648860082e+19	0.025361527831365884	0.005334956756604606
-251	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_central	1.3964491464592327e+19	0.017609892638567607	0.0037043515808624786
-252	XGBoost_grid_1_AutoML_20190416_021340_model_6	supply_area	8.496624053923674e+20	1.0	0.26991416288264936
-253	XGBoost_grid_1_AutoML_20190416_021340_model_6	city	6.791921522971393e+20	0.7993670756604723	0.2157604950628478
-254	XGBoost_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	4.782635623407954e+20	0.5628865762513491	0.15193105902676346
-255	XGBoost_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	1.8998429750406624e+20	0.2235997453792639	0.06035273809481756
-256	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	1.716381279579726e+20	0.20200744068311635	0.0545246692480498
-257	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	1.4031793231035472e+20	0.16514551122872975	0.04457511241712976
-258	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	1.2961538288260638e+20	0.15254927375861832	0.041175209524913575
-259	XGBoost_grid_1_AutoML_20190416_021340_model_6	room_count	1.018661459153073e+20	0.11989014138888059	0.03236004715086218
-260	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	9.881732331678676e+19	0.11630186611723006	0.03139152083472211
-261	XGBoost_grid_1_AutoML_20190416_021340_model_6	bathroom_count	9.52312529486558e+19	0.11208128351245429	0.030252325814076993
-262	XGBoost_grid_1_AutoML_20190416_021340_model_6	floor	7.94514754831867e+19	0.09350946326323174	0.02523952849830105
-263	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	5.561480666286339e+19	0.06545518115183749	0.017667280426930384
-264	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	2.562928399094697e+19	0.030164079083988153	0.008141712155080695
-265	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_district	2.1026675540518502e+19	0.024747094148302996	0.006679591200817314
-266	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.6611978025323463e+19	0.019551268739084887	0.005277164335003809
-267	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	6.208950958144094e+18	0.007307550526819943	0.0019724113831692683
-268	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_central	5.818966278399853e+18	0.006848562724995112	0.0018485240748663716
-269	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	2.9478429008697754e+18	0.0034694284249383554	0.0009364478689985049
-270	GBM_1_AutoML_20190416_022142	supply_area	5.5743645676187576e+20	1.0	0.2914371316869079
-271	GBM_1_AutoML_20190416_022142	city	3.632090471291987e+20	0.6515703139315004	0.1898917833845346
-272	GBM_1_AutoML_20190416_022142	exclusive_use_area	2.623163472364731e+20	0.47057623170227764	0.13714338720734554
-273	GBM_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.2595080738425222e+20	0.22594648386633162	0.06584919517274589
-274	GBM_1_AutoML_20190416_022142	apartment_building_count_in_sites	9.353987860969449e+19	0.16780366169996055	0.04890421785239674
-275	GBM_1_AutoML_20190416_022142	total_household_count_in_sites	8.813467065145465e+19	0.15810711621451015	0.04607828444884544
-276	GBM_1_AutoML_20190416_022142	heat_fuel_cogeneration	8.481192012403651e+19	0.15214634618034364	0.04434109472744268
-277	GBM_1_AutoML_20190416_022142	floor	7.837336474973372e+19	0.1405960514405556	0.040974909958340466
-278	GBM_1_AutoML_20190416_022142	bathroom_count	5.52323173538857e+19	0.09908271460163878	0.028876382143254112
-279	GBM_1_AutoML_20190416_022142	total_household_count_of_area_type	4.532207600511274e+19	0.08130447059093823	0.023695141702345594
-280	GBM_1_AutoML_20190416_022142	room_count	3.6848700640773276e+19	0.06610385846456075	0.01926511890434891
-281	GBM_1_AutoML_20190416_022142	heat_type_district	3.179837105551442e+19	0.0570439386764005	0.016624721867974028
-282	GBM_1_AutoML_20190416_022142	heat_type_individual	2.5109555839613534e+19	0.04504469618918335	0.013127697055083784
-283	GBM_1_AutoML_20190416_022142	heat_fuel_gas	2.2947214490987397e+19	0.04116561486539071	0.011997188720497404
-284	GBM_1_AutoML_20190416_022142	front_door_structure_mixed	1.1634678002381488e+19	0.02087175652264803	0.006082804854228053
-285	GBM_1_AutoML_20190416_022142	front_door_structure_corridor	1.1276848540191556e+19	0.020229836788390698	0.005895725608102873
-286	GBM_1_AutoML_20190416_022142	heat_type_central	9.700040014309622e+18	0.01740115827848206	0.005071343656710703
-287	GBM_1_AutoML_20190416_022142	front_door_structure_stairway	9.073677926779585e+18	0.016277510766856167	0.004743871048895321
-288	XGBoost_2_AutoML_20190416_021340	supply_area	6.909529508802965e+20	1.0	0.24992205717555535
-289	XGBoost_2_AutoML_20190416_021340	exclusive_use_area	5.3145146096813395e+20	0.7691572346439038	0.19222935837366578
-290	XGBoost_2_AutoML_20190416_021340	city	4.781603313930868e+20	0.6920302327154041	0.17295361938791212
-291	XGBoost_2_AutoML_20190416_021340	total_parking_capacity_in_site	1.8274062693934773e+20	0.2644762233181438	0.06609844180569208
-292	XGBoost_2_AutoML_20190416_021340	apartment_building_count_in_sites	1.4274723728122813e+20	0.2065947284824003	0.05163257954394678
-293	XGBoost_2_AutoML_20190416_021340	total_household_count_in_sites	1.4101679069706217e+20	0.20409029372752832	0.05100666605794722
-294	XGBoost_2_AutoML_20190416_021340	heat_fuel_cogeneration	1.2670297889076727e+20	0.18337424962053286	0.045829269698187375
-295	XGBoost_2_AutoML_20190416_021340	total_household_count_of_area_type	1.0865258676863841e+20	0.15725034046125932	0.0393003285796344
-296	XGBoost_2_AutoML_20190416_021340	floor	9.716033290544926e+19	0.14061787098769002	0.03514350759289033
-297	XGBoost_2_AutoML_20190416_021340	bathroom_count	5.899033814646129e+19	0.08537533282303185	0.021337178811179833
-298	XGBoost_2_AutoML_20190416_021340	heat_type_individual	5.192176700748936e+19	0.0751451556018964	0.018780431874803157
-299	XGBoost_2_AutoML_20190416_021340	room_count	4.1600004844718916e+19	0.06020671131329443	0.015046985147193326
-300	XGBoost_2_AutoML_20190416_021340	heat_type_district	3.583268372698733e+19	0.05185980272800822	0.012960908582502291
-301	XGBoost_2_AutoML_20190416_021340	heat_fuel_gas	3.082228620502604e+19	0.04460837190977685	0.011148616074943687
-302	XGBoost_2_AutoML_20190416_021340	front_door_structure_stairway	2.6446452027826373e+19	0.03827532973718794	0.00956584914699072
-303	XGBoost_2_AutoML_20190416_021340	front_door_structure_corridor	1.1073138722378613e+19	0.016025893960321138	0.004005224386640767
-304	XGBoost_2_AutoML_20190416_021340	heat_type_central	5.91267325638869e+18	0.008557273326433808	0.002138651353555845
-305	XGBoost_2_AutoML_20190416_021340	front_door_structure_mixed	2.489108782697677e+18	0.0036024287609257204	0.000900326406758943
-306	XGBoost_grid_1_AutoML_20190416_020809_model_7	supply_area	9.41807742618228e+20	1.0	0.261706055558107
-307	XGBoost_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	5.296469952611861e+20	0.5623727341514162	0.14717635000819507
-308	XGBoost_grid_1_AutoML_20190416_020809_model_7	city	4.780888367490023e+20	0.5076289088682941	0.13284955942718704
-309	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.4677679986753352e+20	0.26202460300601627	0.06857342531188343
-310	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	2.361051511145722e+20	0.2506935762262893	0.0656080269879378
-311	XGBoost_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.20178786758888e+20	0.2337831563656404	0.061182467708375904
-312	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.5930357781916287e+20	0.1691466003202506	0.04426668958087643
-313	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	1.5163533743644842e+20	0.1610045559987666	0.042135867277321555
-314	XGBoost_grid_1_AutoML_20190416_020809_model_7	floor	1.2080029909556344e+20	0.12826428752829988	0.03356754075800226
-315	XGBoost_grid_1_AutoML_20190416_020809_model_7	room_count	1.1147547292179051e+20	0.11836330057330853	0.030976392515879202
-316	XGBoost_grid_1_AutoML_20190416_020809_model_7	bathroom_count	1.0406494926853374e+20	0.11049489673893836	0.028917183584847902
-317	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	8.451373257058366e+19	0.08973565277307581	0.02348436373017358
-318	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	7.565109710466266e+19	0.08032541428715845	0.021021647334163052
-319	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_district	5.414464526731759e+19	0.05749012544406923	0.015045513963508122
-320	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	3.4288045811822494e+19	0.03640662978253039	0.009527835476550332
-321	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	2.972857560059819e+19	0.03156543979767322	0.00826086674140595
-322	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_central	1.4413953126329483e+19	0.015304560022259592	0.004005296035477853
-323	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	6.099541304843174e+18	0.006476418730521829	0.001694918000107511
-324	XGBoost_grid_1_AutoML_20190416_021340_model_8	supply_area	6.891118934263763e+20	1.0	0.27033462218253407
-325	XGBoost_grid_1_AutoML_20190416_021340_model_8	city	5.807302351189149e+20	0.8427226995480078	0.22781712258695588
-326	XGBoost_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	4.516783915279623e+20	0.6554500014245059	0.17719082849463524
-327	XGBoost_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	1.5158984404333756e+20	0.21997856297271004	0.05946782170948435
-328	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	1.3916457979718979e+20	0.20194772594221366	0.05459346219321027
-329	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	1.1178071494184718e+20	0.16220981818504873	0.043850929913352696
-330	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	8.952164739528943e+19	0.1299087249099319	0.035118826066741195
-331	XGBoost_grid_1_AutoML_20190416_021340_model_8	floor	7.793813406699487e+19	0.1130993889533292	0.03057468058177372
-332	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	6.9611774402405335e+19	0.10101664920668295	0.027308297697434217
-333	XGBoost_grid_1_AutoML_20190416_021340_model_8	bathroom_count	5.5822944214001385e+19	0.08100708280688734	0.02189901912470914
-334	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	4.330740566516669e+19	0.06284524484091435	0.01698924552003743
-335	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_district	4.082442693467177e+19	0.0592420872779979	0.01601518728160227
-336	XGBoost_grid_1_AutoML_20190416_021340_model_8	room_count	1.88087582771548e+19	0.02729420063211302	0.007378567415656556
-337	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	1.376505984652306e+19	0.019975072231130632	0.005399953604671527
-338	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	7.02388698641911e+18	0.010192665448705583	0.002755430363108793
-339	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.567980706101199e+18	0.006628793886270714	0.0017919924907708851
-340	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_central	3.8593806463716557e+18	0.005600513767339275	0.0015140127733217436
-341	XGBoost_grid_1_AutoML_20190416_022142_model_1	city	7.039090329520555e+20	1.0	0.20077745579967754
-342	XGBoost_grid_1_AutoML_20190416_022142_model_1	supply_area	6.958222568711583e+20	0.9885116176915889	0.19847084762854073
-343	XGBoost_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	6.745848995095951e+20	0.9583410184133017	0.1924132714654946
-344	XGBoost_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	2.036990250068046e+20	0.2893825984197576	0.05810150186341872
-345	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	1.9322805032005193e+20	0.2745071327039115	0.055114843703155815
-346	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	1.7773519261287422e+20	0.25249738857233855	0.05069578327361671
-347	XGBoost_grid_1_AutoML_20190416_022142_model_1	room_count	1.757504773677153e+20	0.24967782645245012	0.050129678764716364
-348	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_district	1.2338018438288402e+20	0.17527859227129378	0.035191989812379386
-349	XGBoost_grid_1_AutoML_20190416_022142_model_1	floor	1.1982992290944647e+20	0.1702349555125091	0.03417934125597287
-350	XGBoost_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.0450265165341183e+20	0.1484604498043566	0.029807511398594454
-351	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	9.613865790482678e+19	0.13657824151174794	0.027421831848322656
-352	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	6.520883726358099e+19	0.09263815949357547	0.018599653973084825
-353	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	5.638191393533015e+19	0.08009829579665363	0.01608193204394212
-354	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	3.242967544781131e+19	0.04607083291971358	0.009249984620192123
-355	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	3.046365629837109e+19	0.04327783118595954	0.008689212838044897
-356	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	1.9028335147268178e+19	0.02703237812912714	0.005427492104980993
-357	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_central	1.781387287734308e+19	0.025307066742182888	0.005081088474248114
-358	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	1.601004598665098e+19	0.022744481512771628	0.004566579131617088
-359	GBM_grid_1_AutoML_20190416_022142_model_19	supply_area	5.651336011062612e+20	1.0	0.26566206432280287
-360	GBM_grid_1_AutoML_20190416_022142_model_19	city	2.964809003003103e+20	0.5246209033048868	0.1393718721588698
-361	GBM_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.9075316399513744e+20	0.33753640488149	0.08967061810491403
-362	GBM_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	1.666038600385723e+20	0.29480437849110663	0.0783183397613483
-363	GBM_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	1.635382984750305e+20	0.28937988849875634	0.07687725855208213
-364	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	1.579901979856449e+20	0.2795625630406256	0.07426916760474632
-365	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	1.3877055881025998e+20	0.24555354439837523	0.06523426150665339
-366	GBM_grid_1_AutoML_20190416_022142_model_19	room_count	1.0869348860119168e+20	0.19233237660691532	0.05109541620550388
-367	GBM_grid_1_AutoML_20190416_022142_model_19	floor	8.141844900871982e+19	0.1440693826191567	0.03827376959231691
-368	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	6.329741986157612e+19	0.11200434682643194	0.02975530599103709
-369	GBM_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.9007422397120774e+19	0.06902336424654791	0.018336889432242664
-370	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	3.6764453860829823e+19	0.06505444692876625	0.017282498664474264
-371	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	3.238772248214189e+19	0.05730985101353419	0.01522505332628777
-372	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_district	2.576568060739584e+19	0.045592193698904056	0.012112116295055939
-373	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	2.5127526257657905e+19	0.044462983989043005	0.011812128112480896
-374	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	1.819712524739045e+19	0.03219968731600667	0.008554235402919103
-375	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.0002971960436326e+19	0.017700189726562524	0.0047022689416638674
-376	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	7.33212077761495e+18	0.012974137023992497	0.003446736024600753
-377	XGBoost_2_AutoML_20190416_015849	supply_area	8.073467240310825e+20	1.0	0.29477427704454456
-378	XGBoost_2_AutoML_20190416_015849	city	4.3536174452488274e+20	0.5392500292205576	0.1589570375097394
-379	XGBoost_2_AutoML_20190416_015849	exclusive_use_area	4.014123790807408e+20	0.49719948955324755	0.1465616200799751
-380	XGBoost_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.69564026815522e+20	0.2100262771475541	0.06191034400652741
-381	XGBoost_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.685651952684782e+20	0.20878909921976535	0.061545655777288016
-382	XGBoost_2_AutoML_20190416_015849	total_household_count_in_sites	1.3611887981169213e+20	0.16860027514826656	0.049699024216341564
-383	XGBoost_2_AutoML_20190416_015849	heat_fuel_cogeneration	1.2339958856409101e+20	0.1528458404438143	0.045055022116091165
-384	XGBoost_2_AutoML_20190416_015849	floor	9.686937574046066e+19	0.11998485019768437	0.03536844747332039
-385	XGBoost_2_AutoML_20190416_015849	total_household_count_of_area_type	9.132508395935367e+19	0.11311755066443757	0.033344144218159226
-386	XGBoost_2_AutoML_20190416_015849	bathroom_count	8.644275095472597e+19	0.10707016995513065	0.03156153194156015
-387	XGBoost_2_AutoML_20190416_015849	heat_type_individual	7.938234698812516e+19	0.09832497565825135	0.028983673615083482
-388	XGBoost_2_AutoML_20190416_015849	heat_fuel_gas	5.523275715853681e+19	0.06841268505154716	0.020166299776745934
-389	XGBoost_2_AutoML_20190416_015849	heat_type_district	2.6466043126010085e+19	0.032781508041384154	0.009663145333328937
-390	XGBoost_2_AutoML_20190416_015849	room_count	2.465033821120312e+19	0.0305325301725682	0.009000204507959535
-391	XGBoost_2_AutoML_20190416_015849	front_door_structure_stairway	1.7538176933748015e+19	0.021723227966021698	0.006403448818757878
-392	XGBoost_2_AutoML_20190416_015849	front_door_structure_corridor	1.0135457614025196e+19	0.012554033245368051	0.0037006060738965446
-393	XGBoost_2_AutoML_20190416_015849	heat_type_central	5.893668747658396e+18	0.007300046649389131	0.002151865973465131
-394	XGBoost_2_AutoML_20190416_015849	front_door_structure_mixed	3.1596948771643064e+18	0.00391367770886336	0.0011536515172155465
-395	XGBoost_2_AutoML_20190416_022142	exclusive_use_area	6.126620231143669e+20	1.0	0.2205661368815176
-396	XGBoost_2_AutoML_20190416_022142	supply_area	6.00999529666826e+20	0.9809642298566891	0.21636749059844296
-397	XGBoost_2_AutoML_20190416_022142	city	4.693090340910714e+20	0.7660161987932855	0.16895723375649963
-398	XGBoost_2_AutoML_20190416_022142	total_parking_capacity_in_site	1.906948810827723e+20	0.3112562455126664	0.06865258765297402
-399	XGBoost_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.7237249617221072e+20	0.28135005870934093	0.062056295560907505
-400	XGBoost_2_AutoML_20190416_022142	total_household_count_in_sites	1.1692380812411824e+20	0.19084552936667307	0.04209406115351529
-401	XGBoost_2_AutoML_20190416_022142	total_household_count_of_area_type	1.1054284956692487e+20	0.18043039293507768	0.03979683474570435
-402	XGBoost_2_AutoML_20190416_022142	floor	9.741220023304716e+19	0.1589982674915416	0.035069633631463516
-403	XGBoost_2_AutoML_20190416_022142	room_count	8.486847020607629e+19	0.13852412423845262	0.03055373094817089
-404	XGBoost_2_AutoML_20190416_022142	heat_fuel_gas	6.697488603425433e+19	0.1093178351316742	0.024111812587244024
-405	XGBoost_2_AutoML_20190416_022142	heat_fuel_cogeneration	6.515805741856378e+19	0.10635236877804745	0.023457731129572452
-406	XGBoost_2_AutoML_20190416_022142	bathroom_count	5.100690296443555e+19	0.08325455314685629	0.018363135165399082
-407	XGBoost_2_AutoML_20190416_022142	heat_type_district	4.7125921587502514e+19	0.07691993270277407	0.016965932405437187
-408	XGBoost_2_AutoML_20190416_022142	heat_type_individual	4.491416158925436e+19	0.07330985093696617	0.016169670616526532
-409	XGBoost_2_AutoML_20190416_022142	front_door_structure_stairway	2.2488594996902494e+19	0.036706363620492434	0.008096180822740292
-410	XGBoost_2_AutoML_20190416_022142	front_door_structure_corridor	1.380440806914628e+19	0.022531848798092356	0.004969762846193697
-411	XGBoost_2_AutoML_20190416_022142	heat_type_central	6.477685343867896e+18	0.010573015952481672	0.0023320492838255413
-412	XGBoost_2_AutoML_20190416_022142	front_door_structure_mixed	3.9435276456348877e+18	0.00643670979570206	0.0014197202138654258
-413	GBM_grid_1_AutoML_20190416_022142_model_22	supply_area	6.650399423118484e+20	1.0	0.3203301669042589
-414	GBM_grid_1_AutoML_20190416_022142_model_22	city	3.9383070984555096e+20	0.5921910622037151	0.18969666179492645
-415	GBM_grid_1_AutoML_20190416_022142_model_22	exclusive_use_area	2.849441382064288e+20	0.428461690911211	0.1372492049616692
-416	GBM_grid_1_AutoML_20190416_022142_model_22	apartment_building_count_in_sites	1.2268698188398985e+20	0.18448062150597844	0.05909470827761149
-417	GBM_grid_1_AutoML_20190416_022142_model_22	total_parking_capacity_in_site	1.1706688537321747e+20	0.17602985614106595	0.05638767319780034
-418	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_in_sites	7.646634539423996e+19	0.11498007943466289	0.03683158803597051
-419	GBM_grid_1_AutoML_20190416_022142_model_22	floor	7.42405996080865e+19	0.11163329431012405	0.03575951179843429
-420	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_of_area_type	6.525620422450558e+19	0.09812373674528235	0.03143199296888586
-421	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_district	6.0533674239858835e+19	0.09102261441535127	0.029157289267731475
-422	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_cogeneration	5.6900465609221865e+19	0.08555947092654516	0.0274072796021403
-423	GBM_grid_1_AutoML_20190416_022142_model_22	bathroom_count	4.163863288722594e+19	0.06261072491748305	0.02005610396281399
-424	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_gas	3.657458139685244e+19	0.05499606725832116	0.017616899403935866
-425	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_individual	3.161293622046674e+19	0.04753539480737369	0.015227020952505858
-426	GBM_grid_1_AutoML_20190416_022142_model_22	room_count	1.6876808595012846e+19	0.025377135298587865	0.008129061985748611
-427	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_corridor	1.433670693692008e+19	0.021557662968455744	0.006905569776751191
-428	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_stairway	1.2200488885058273e+19	0.01834549793001344	0.005876616413862942
-429	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_central	3.632723196253307e+18	0.005462413556131734	0.0017497758461357646
-430	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_mixed	2.2689259442384404e+18	0.003411713793236351	0.0010928748488169627
-431	GBM_1_AutoML_20190416_021340	supply_area	4.6325499992323444e+20	1.0	0.24196870679539226
-432	GBM_1_AutoML_20190416_021340	city	3.179318268004527e+20	0.6862998280712284	0.16606308187229515
-433	GBM_1_AutoML_20190416_021340	exclusive_use_area	2.9590672653219267e+20	0.6387556023814683	0.15455886706655567
-434	GBM_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.5552764378314755e+20	0.3357279334468487	0.08123565389122349
-435	GBM_1_AutoML_20190416_021340	total_household_count_in_sites	1.1154557778317751e+20	0.24078655988961076	0.05826281251020038
-436	GBM_1_AutoML_20190416_021340	total_parking_capacity_in_site	8.885751598383366e+19	0.1918112400266768	0.046412317698075564
-437	GBM_1_AutoML_20190416_021340	floor	8.69748969903835e+19	0.1877473465041846	0.045428982637883954
-438	GBM_1_AutoML_20190416_021340	room_count	6.7733122446908195e+19	0.14621131441243415	0.03537856266723119
-439	GBM_1_AutoML_20190416_021340	bathroom_count	5.565279259057979e+19	0.1201342513298334	0.029068729436112415
-440	GBM_1_AutoML_20190416_021340	heat_fuel_gas	5.484702209123392e+19	0.11839488424371582	0.028647857031642077
-441	GBM_1_AutoML_20190416_021340	total_household_count_of_area_type	5.001941397934388e+19	0.10797382432490216	0.026126286639649443
-442	GBM_1_AutoML_20190416_021340	heat_fuel_cogeneration	4.792292678015176e+19	0.10344826669564931	0.02503124331257111
-443	GBM_1_AutoML_20190416_021340	heat_type_individual	3.776785937624518e+19	0.08152714894065613	0.019727018797885895
-444	GBM_1_AutoML_20190416_021340	heat_type_district	3.6573462094015365e+19	0.07894887718443605	0.019103157715266238
-445	GBM_1_AutoML_20190416_021340	heat_type_central	1.493213426480264e+19	0.03223307739209945	0.007799396052602098
-446	GBM_1_AutoML_20190416_021340	front_door_structure_stairway	1.2930086318343455e+19	0.027911379953775108	0.006753680512289798
-447	GBM_1_AutoML_20190416_021340	front_door_structure_mixed	8.853048824038425e+18	0.01911053054042688	0.0046241503610409415
-448	GBM_1_AutoML_20190416_021340	front_door_structure_corridor	7.293371239073055e+18	0.015743750721053485	0.003809495002082336
-449	XGBoost_grid_1_AutoML_20190416_015849_model_3	supply_area	7.296843298881478e+20	1.0	0.23413702836448586
-450	XGBoost_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	6.864965686802692e+20	0.940813089388258	0.22027918099577815
-451	XGBoost_grid_1_AutoML_20190416_015849_model_3	city	4.9219224601020596e+20	0.6745276359239527	0.1579318962249561
-452	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.363516704176126e+20	0.3239094780257136	0.07583920264403232
-453	XGBoost_grid_1_AutoML_20190416_015849_model_3	floor	1.893862863238584e+20	0.25954550285174566	0.06076921276307392
-454	XGBoost_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	1.748343466872663e+20	0.23960271520983104	0.05609986772729204
-455	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	1.3508677264474531e+20	0.18513042847645167	0.04334588838332038
-456	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1561731563143666e+20	0.15844840144663577	0.0370986378638184
-457	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	1.1517658739055893e+20	0.15784440294642776	0.03695721944984309
-458	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_district	6.9340797562716684e+19	0.09502848659686282	0.022249687461763833
-459	XGBoost_grid_1_AutoML_20190416_015849_model_3	room_count	4.599667036921843e+19	0.06303639599368838	0.014759154436769176
-460	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	3.879753002542485e+19	0.05317029355882161	0.012449134531129854
-461	XGBoost_grid_1_AutoML_20190416_015849_model_3	bathroom_count	2.719651467103935e+19	0.03727161672117621	0.008726665581436279
-462	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.7641072530410177e+19	0.02417630721645667	0.0056605687284880385
-463	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.5488660871294484e+19	0.021226522534297423	0.004969914908692193
-464	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.289616418560331e+19	0.017673620848593724	0.004138049065930357
-465	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.1311885577722266e+19	0.015502437306631275	0.0036296946033813906
-466	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	2.9886966297893274e+18	0.004095876130774879	0.0009589962658086583
-467	XGBoost_grid_1_AutoML_20190416_022142_model_20	supply_area	1.1318098258223851e+21	1.0	0.2889449828048675
-468	XGBoost_grid_1_AutoML_20190416_022142_model_20	city	7.342827865826698e+20	0.648768697558472	0.187458460160369
-469	XGBoost_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	6.77972873066773e+20	0.599016599431049	0.17308284102243468
-470	XGBoost_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	2.472549378920347e+20	0.218459790903809	0.06312286052625604
-471	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	2.0921822153451923e+20	0.18485280544591406	0.05341229069100116
-472	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	1.4771066146742757e+20	0.13050837525650516	0.03770974024438208
-473	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	1.4738570740290814e+20	0.130221265128014	0.037626781213242096
-474	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.2488838888075087e+20	0.11034396948268728	0.03188333636479591
-475	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	9.925426044157192e+19	0.08769517473437087	0.025339080755692644
-476	XGBoost_grid_1_AutoML_20190416_022142_model_20	floor	9.555036640740848e+19	0.08442263375649753	0.02439349645911281
-477	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_district	8.541768945828993e+19	0.07547000168179714	0.0218066783382302
-478	XGBoost_grid_1_AutoML_20190416_022142_model_20	bathroom_count	7.90726717371853e+19	0.06986392053959264	0.02018682931899323
-479	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	4.751237353638671e+19	0.041979113851449125	0.012129654329970546
-480	XGBoost_grid_1_AutoML_20190416_022142_model_20	room_count	3.913408173859406e+19	0.03457655239046791	0.009990721335915352
-481	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	2.5235535682900853e+19	0.022296621841539892	0.006442497014610378
-482	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	1.7367726243163668e+19	0.015345092299887123	0.004433887430729991
-483	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_central	5.412361380890149e+18	0.004782041344231544	0.0013817468539811494
-484	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	2.562196894008738e+18	0.0022638051336469167	0.0006541151354151792
-485	XGBoost_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	7.120079828256953e+20	1.0	0.20987652153119812
-486	XGBoost_grid_1_AutoML_20190416_022142_model_2	supply_area	6.785964808776754e+20	0.9530742593426803	0.20002791031176473
-487	XGBoost_grid_1_AutoML_20190416_022142_model_2	city	6.137363427317273e+20	0.8619795810378917	0.18090927609915222
-488	XGBoost_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	2.6682452083221515e+20	0.3747493388673645	0.0786510876875987
-489	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	1.882952893141279e+20	0.26445671095828704	0.05550325459150676
-490	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.7545200833928574e+20	0.24641859722271914	0.051717478025701646
-491	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.3767663270155308e+20	0.19336388920130593	0.04058254045531409
-492	XGBoost_grid_1_AutoML_20190416_022142_model_2	floor	1.096613139203322e+20	0.15401697251360463	0.032324546447921494
-493	XGBoost_grid_1_AutoML_20190416_022142_model_2	room_count	1.048029062887249e+20	0.14719344279371852	0.030892447765747042
-494	XGBoost_grid_1_AutoML_20190416_022142_model_2	bathroom_count	9.471853748248432e+19	0.133030162255459	0.02791990771290662
-495	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	7.181008517442254e+19	0.10085573042234017	0.02116724987752899
-496	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	6.8338293646836105e+19	0.09597967339583299	0.020143879990017908
-497	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.4542783905799864e+19	0.09064896105469705	0.019025088626576866
-498	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_district	3.4584522525182525e+19	0.048573222996643094	0.010194379082094652
-499	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	2.1690415525834785e+19	0.030463725195542864	0.006393620676922855
-500	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	1.987043351079577e+19	0.027907599338897013	0.00585714987353407
-501	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	1.8482702501984338e+19	0.025958560785559387	0.00544809244162937
-502	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_central	1.1417722367988728e+19	0.016035947128957777	0.0033655688028838616
-503	GBM_grid_1_AutoML_20190416_021340_model_7	supply_area	4.767797670010652e+21	1.0	0.2195209083265924
-504	GBM_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	3.54407451271196e+21	0.7433357617090413	0.16317774160200818
-505	GBM_grid_1_AutoML_20190416_021340_model_7	city	3.477136948500399e+21	0.729296247273981	0.16009577464075944
-506	GBM_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.5454510260038087e+21	0.3241435843061595	0.07115629405512552
-507	GBM_grid_1_AutoML_20190416_021340_model_7	floor	1.3709373848681322e+21	0.2875410157379999	0.06312126495595674
-508	GBM_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	1.2965857697700124e+21	0.2719464749784811	0.059697937203491105
-509	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.0389720601538163e+21	0.2179144611544506	0.04783678045012493
-510	GBM_grid_1_AutoML_20190416_021340_model_7	room_count	8.373571638355076e+20	0.17562766329252325	0.03855394417325163
-511	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	7.629052029081905e+20	0.1600120759542395	0.03512599625669834
-512	GBM_grid_1_AutoML_20190416_021340_model_7	bathroom_count	6.330662849136107e+20	0.13277960365130098	0.029147899200778517
-513	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	5.468365665357896e+20	0.11469374423654348	0.025177674914183896
-514	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	5.1250840614173934e+20	0.10749374063530559	0.023597123583685417
-515	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_district	4.303824873712433e+20	0.09026861397209454	0.01981584813253672
-516	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	3.916003021300957e+20	0.08213442122203579	0.018030222751540245
-517	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	2.0894997588171398e+20	0.04382526070600793	0.009620561037832579
-518	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.3256694708058037e+20	0.027804650334560903	0.0061037020971461
-519	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	1.2768370807837137e+20	0.02678043761829476	0.00587886599135171
-520	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_central	9.429263945444203e+19	0.019776980060949474	0.004341460626936536
-521	GBM_2_AutoML_20190416_020809	city	3.273964932610927e+20	1.0	0.18074029716129886
-522	GBM_2_AutoML_20190416_020809	exclusive_use_area	3.176598867885781e+20	0.9702605047001838	0.17536517194338305
-523	GBM_2_AutoML_20190416_020809	supply_area	3.129039448445865e+20	0.955733953433189	0.17273963875065754
-524	GBM_2_AutoML_20190416_020809	bathroom_count	1.2881823695246878e+20	0.3934624823538919	0.07111452598246475
-525	GBM_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.1466556077424771e+20	0.35023454170843554	0.06330149514453397
-526	GBM_2_AutoML_20190416_020809	total_household_count_in_sites	1.0941050212389696e+20	0.3341834881433629	0.06040042295343081
-527	GBM_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.0593871059631053e+20	0.32357924650043934	0.05848380916771858
-528	GBM_2_AutoML_20190416_020809	room_count	9.517985737712704e+19	0.29071740026617465	0.05254434931406868
-529	GBM_2_AutoML_20190416_020809	heat_type_individual	6.193978688406343e+19	0.18918891362305335	0.03419406046785396
-530	GBM_2_AutoML_20190416_020809	floor	5.774635948688854e+19	0.17638050704726663	0.03187906525718354
-531	GBM_2_AutoML_20190416_020809	heat_type_district	4.1294727640290165e+19	0.12613063514812414	0.022796888477815323
-532	GBM_2_AutoML_20190416_020809	total_household_count_of_area_type	4.031543221584868e+19	0.12313947475209475	0.022256265258979866
-533	GBM_2_AutoML_20190416_020809	heat_fuel_cogeneration	3.5266164758822257e+19	0.1077169899028153	0.019468800764355466
-534	GBM_2_AutoML_20190416_020809	heat_fuel_gas	2.3648313682392252e+19	0.07223142021723843	0.013055128354446324
-535	GBM_2_AutoML_20190416_020809	front_door_structure_stairway	1.49058284491081e+19	0.04552836928898006	0.00822881099455961
-536	GBM_2_AutoML_20190416_020809	heat_type_central	1.315838561419998e+19	0.04019097908817981	0.007264129503601169
-537	GBM_2_AutoML_20190416_020809	front_door_structure_corridor	5.840671737443779e+18	0.017839750448353002	0.003224361797318736
-538	GBM_2_AutoML_20190416_020809	front_door_structure_mixed	5.33060664405105e+18	0.01628180739187084	0.002942778706329768
-539	GBM_grid_1_AutoML_20190416_015849_model_7	supply_area	4.226008160913517e+21	1.0	0.2035357422064216
-540	GBM_grid_1_AutoML_20190416_015849_model_7	exclusive_use_area	3.56090390156949e+21	0.8426164280761222	0.17150256008379738
-541	GBM_grid_1_AutoML_20190416_015849_model_7	city	2.7547058065496196e+21	0.6518458322035392	0.1326739252617099
-542	GBM_grid_1_AutoML_20190416_015849_model_7	total_parking_capacity_in_site	1.5348527894432108e+21	0.3631921025707221	0.07392257416024273
-543	GBM_grid_1_AutoML_20190416_015849_model_7	apartment_building_count_in_sites	1.5207641224339123e+21	0.3598583023335136	0.07324402665459455
-544	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_in_sites	1.345381990257595e+21	0.3183576413081914	0.06479715881074848
-545	GBM_grid_1_AutoML_20190416_015849_model_7	floor	9.042147187849387e+20	0.213964262338168	0.043549374940648526
-546	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_of_area_type	8.356883690673343e+20	0.1977488772493727	0.040248964501437626
-547	GBM_grid_1_AutoML_20190416_015849_model_7	bathroom_count	8.052332691684506e+20	0.19054228920239163	0.03878216625451941
-548	GBM_grid_1_AutoML_20190416_015849_model_7	room_count	7.135546174539762e+20	0.16884837659653984	0.034366679650926116
-549	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_gas	6.315243649911897e+20	0.14943756399530378	0.03041588550130378
-550	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_cogeneration	5.835587771598803e+20	0.13808747047798767	0.02810573579314455
-551	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_individual	4.749861380807207e+20	0.11239593488575875	0.022876590027957538
-552	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_district	4.363404330189057e+20	0.10325120454206221	0.021015310550175678
-553	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_corridor	1.3883343328318272e+20	0.03285214509693984	0.006686585735378703
-554	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_stairway	1.3698513664470522e+20	0.03241478279944773	0.006597566875545542
-555	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_central	1.0759539314439225e+20	0.025460289958629385	0.005182079013520335
-556	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_mixed	5.1846692353544815e+19	0.012268478994687353	0.0024970739779275834
-557	XGBoost_grid_1_AutoML_20190416_022142_model_5	supply_area	1.0570838490052402e+21	1.0	0.26901221127181585
-558	XGBoost_grid_1_AutoML_20190416_022142_model_5	city	7.828860559737173e+20	0.7406092304886179	0.19923292678206103
-559	XGBoost_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.776896368673701e+20	0.5464936744715191	0.14701347181564323
-560	XGBoost_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	2.6500235738610663e+20	0.25069189888340915	0.06743918206655636
-561	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.1752996649055237e+20	0.20578307642790789	0.05535816043218858
-562	XGBoost_grid_1_AutoML_20190416_022142_model_5	room_count	1.8183220163638618e+20	0.17201303549145874	0.04627360704513465
-563	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	1.7301000181008826e+20	0.16366724548189612	0.04402848761985199
-564	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	1.4220286467626972e+20	0.13452373225651734	0.036188526682863424
-565	XGBoost_grid_1_AutoML_20190416_022142_model_5	bathroom_count	9.618335085347262e+19	0.09098932969601715	0.024477240783665873
-566	XGBoost_grid_1_AutoML_20190416_022142_model_5	floor	8.283047702548185e+19	0.07835752774335619	0.021079131808032905
-567	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	8.151712358024295e+19	0.07711509702560866	0.020744902773299614
-568	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	8.047828740213414e+19	0.07613235929947047	0.020480534324490946
-569	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_district	6.445592248720556e+19	0.0609752221149356	0.01640307933392895
-570	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	6.043343396377775e+19	0.05716995299913827	0.015379415474603964
-571	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	2.265395494865024e+19	0.021430613068176712	0.005765096610380891
-572	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.8750857994836115e+19	0.017738288228016586	0.004771816140395562
-573	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	1.5075146642715836e+19	0.014261069882868967	0.0038364019442924764
-574	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_central	9.885867375008416e+18	0.009352018181255374	0.0025158070907937333
-575	GBM_grid_1_AutoML_20190416_022142_model_30	supply_area	1.0253265754953487e+21	1.0	0.26031422518058844
-576	GBM_grid_1_AutoML_20190416_022142_model_30	city	5.351660510514124e+20	0.5219469229039213	0.1358702088211266
-577	GBM_grid_1_AutoML_20190416_022142_model_30	apartment_building_count_in_sites	3.306640658969825e+20	0.3224963380445244	0.08395038436163749
-578	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_in_sites	2.726185248981296e+20	0.2658845790341716	0.06921353817874731
-579	GBM_grid_1_AutoML_20190416_022142_model_30	exclusive_use_area	2.6816260009493948e+20	0.26153871995894246	0.068082249240835
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-581	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_of_area_type	2.3926433829224238e+20	0.23335427366315034	0.06074543694120198
-582	GBM_grid_1_AutoML_20190416_022142_model_30	total_parking_capacity_in_site	2.3387287862739626e+20	0.22809598835805966	0.05937663047622883
-583	GBM_grid_1_AutoML_20190416_022142_model_30	room_count	1.9847497258435713e+20	0.1935724454313215	0.05038966114876619
-584	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_individual	1.2053141132796756e+20	0.11755416684653594	0.030601021859405622
-585	GBM_grid_1_AutoML_20190416_022142_model_30	bathroom_count	1.065816874040479e+20	0.10394901483223223	0.02705940725433803
-586	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_cogeneration	1.0032708472311854e+20	0.0978489069930224	0.02547146240865609
-587	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_gas	8.694412825699182e+19	0.08479652272251693	0.02207374111052016
-588	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_corridor	5.3624400345519096e+19	0.05229982488224539	0.013614388391302168
-589	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_stairway	4.597845366056944e+19	0.04484274060521316	0.011673203275620176
-590	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_district	4.397003294471566e+19	0.042883929857638926	0.01116329697358998
-591	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_central	1.6599466682511e+19	0.016189443518999376	0.004214342445753222
-592	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_mixed	8.771388645199315e+18	0.00855472671325401	0.0022269170559923997
-593	DRF_1_AutoML_20190416_021340	supply_area	9.973245300184984e+20	1.0	0.2317116818016925
-594	DRF_1_AutoML_20190416_021340	exclusive_use_area	7.764448529754148e+20	0.7785277806823956	0.1803939813912571
-595	DRF_1_AutoML_20190416_021340	city	6.675545693850373e+20	0.669345382864147	0.15509514436964925
-596	DRF_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.4987020986158363e+20	0.25054052351138806	0.0580531660623002
-597	DRF_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.4683844288743316e+20	0.24750062337567771	0.057348785689345566
-598	DRF_1_AutoML_20190416_021340	total_household_count_in_sites	2.2599112188266073e+20	0.2265973763610016	0.05250525916845876
-599	DRF_1_AutoML_20190416_021340	floor	2.2293666098851296e+20	0.22353472142551023	0.0517956062425778
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-601	DRF_1_AutoML_20190416_021340	total_household_count_of_area_type	1.4070406320184361e+20	0.14108152258045215	0.032690236868260024
-602	DRF_1_AutoML_20190416_021340	bathroom_count	1.4044575713415345e+20	0.14082252356868075	0.032630223771657495
-603	DRF_1_AutoML_20190416_021340	heat_type_district	1.2819366157133388e+20	0.12853755995448757	0.029783654191740196
-604	DRF_1_AutoML_20190416_021340	heat_fuel_cogeneration	1.2718923570912795e+20	0.12753043957193036	0.029550292634121098
-605	DRF_1_AutoML_20190416_021340	heat_type_individual	7.457215074237258e+19	0.07477220152299816	0.017325592566908975
-606	DRF_1_AutoML_20190416_021340	heat_fuel_gas	5.3038228706519155e+19	0.05318051156882244	0.01232254577468621
-607	DRF_1_AutoML_20190416_021340	front_door_structure_corridor	3.4951766005929476e+19	0.03504552926747043	0.00812045852619601
-608	DRF_1_AutoML_20190416_021340	front_door_structure_stairway	2.8767241798108054e+19	0.028844414162333378	0.006683587716138823
-609	DRF_1_AutoML_20190416_021340	front_door_structure_mixed	2.8151227214507016e+19	0.028226747028858166	0.0065404670258476525
-610	DRF_1_AutoML_20190416_021340	heat_type_central	1.9925734547626394e+19	0.019979188266087078	0.004629411314167677
-611	GBM_2_AutoML_20190416_022142	supply_area	4.8073125346161774e+20	1.0	0.26624414067742364
-612	GBM_2_AutoML_20190416_022142	exclusive_use_area	3.673669251164243e+20	0.764183569241885	0.20345939771261212
-613	GBM_2_AutoML_20190416_022142	city	3.4221949330025716e+20	0.7118727788884657	0.18953195628680913
-614	GBM_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.1133733907696976e+20	0.23159996000937993	0.06166213233362303
-615	GBM_2_AutoML_20190416_022142	total_parking_capacity_in_site	9.841538584613696e+19	0.20472017397969028	0.05450554680055529
-616	GBM_2_AutoML_20190416_022142	total_household_count_in_sites	7.520055242397214e+19	0.1564295058465057	0.04164843936069692
-617	GBM_2_AutoML_20190416_022142	heat_type_district	6.329584975897166e+19	0.13166576814632935	0.03505523929675236
-618	GBM_2_AutoML_20190416_022142	floor	4.913476891386787e+19	0.10220839306798025	0.027212385782404744
-619	GBM_2_AutoML_20190416_022142	bathroom_count	4.489436158386137e+19	0.09338764904629983	0.024863914370216917
-620	GBM_2_AutoML_20190416_022142	heat_fuel_cogeneration	4.157117125179212e+19	0.08647486709559485	0.023023426680061066
-621	GBM_2_AutoML_20190416_022142	heat_type_individual	3.366013891045543e+19	0.07001861990057383	0.018642047286847433
-622	GBM_2_AutoML_20190416_022142	total_household_count_of_area_type	3.349071956177794e+19	0.0696661998166755	0.018548217504452458
-623	GBM_2_AutoML_20190416_022142	heat_fuel_gas	2.432020764594012e+19	0.05059002815152288	0.013469298572048878
-624	GBM_2_AutoML_20190416_022142	room_count	1.7233215289156436e+19	0.03584791952897724	0.009544298530065979
-625	GBM_2_AutoML_20190416_022142	front_door_structure_stairway	1.0220091422061625e+19	0.021259469502907226	0.005660209189059428
-626	GBM_2_AutoML_20190416_022142	front_door_structure_corridor	4.24288892775039e+18	0.008825906152758899	0.002349845799340879
-627	GBM_2_AutoML_20190416_022142	front_door_structure_mixed	4.1529178153948283e+18	0.008638751455185768	0.0023000169577117773
-628	GBM_2_AutoML_20190416_022142	heat_type_central	4.1158486054980813e+18	0.008561641407461969	0.0022794868593179595
-629	GBM_4_AutoML_20190416_015849	supply_area	4.6469530737906287e+20	1.0	0.25392549877188986
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-631	GBM_4_AutoML_20190416_015849	city	3.4325954333920304e+20	0.7386765863318654	0.1875688206154359
-632	GBM_4_AutoML_20190416_015849	apartment_building_count_in_sites	1.3456532265820278e+20	0.28957753719779805	0.07353112056608636
-633	GBM_4_AutoML_20190416_015849	total_parking_capacity_in_site	9.112229003472667e+19	0.19609040286777865	0.04979235335258152
-634	GBM_4_AutoML_20190416_015849	floor	6.736081461560371e+19	0.14495695038438577	0.03680826592680725
-635	GBM_4_AutoML_20190416_015849	total_household_count_in_sites	5.467916185004461e+19	0.11766669682644662	0.02987857468049621
-636	GBM_4_AutoML_20190416_015849	heat_type_individual	5.324246958844831e+19	0.11457501021205102	0.02909351661488943
-637	GBM_4_AutoML_20190416_015849	heat_fuel_gas	4.523272529219315e+19	0.09733845936020127	0.024716716842726444
-638	GBM_4_AutoML_20190416_015849	heat_fuel_cogeneration	3.968723724243514e+19	0.08540485908126748	0.021686471439753816
-639	GBM_4_AutoML_20190416_015849	total_household_count_of_area_type	3.965426068969488e+19	0.0853338952642962	0.021668451917134627
-640	GBM_4_AutoML_20190416_015849	bathroom_count	3.8485554596159685e+19	0.08281890086909381	0.02102983071092435
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-642	GBM_4_AutoML_20190416_015849	room_count	2.4258738348877677e+19	0.05220353630360475	0.013255808993549298
-643	GBM_4_AutoML_20190416_015849	front_door_structure_stairway	1.2482513617582817e+19	0.026861716525578207	0.006820874766626563
-644	GBM_4_AutoML_20190416_015849	heat_type_central	5.328988712690778e+18	0.011467705027509127	0.002911942718879164
-645	GBM_4_AutoML_20190416_015849	front_door_structure_corridor	4.245012359581532e+18	0.00913504460271809	0.0023196207570486517
-646	GBM_4_AutoML_20190416_015849	front_door_structure_mixed	2.2742397464965284e+18	0.004894045001925052	0.0012427228181258936
-647	XGBoost_2_AutoML_20190416_020809	supply_area	7.036118657453932e+20	1.0	0.25945025067745703
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-649	XGBoost_2_AutoML_20190416_020809	city	4.098626449096877e+20	0.5825124118330308	0.15113299127280996
-650	XGBoost_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.6520311740915778e+20	0.23479296676463052	0.06091709408438723
-651	XGBoost_2_AutoML_20190416_020809	total_household_count_in_sites	1.448782403494394e+20	0.2059064768556143	0.05342248703630114
-652	XGBoost_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.4278785763880468e+20	0.2029355452775628	0.052651678093630104
-653	XGBoost_2_AutoML_20190416_020809	heat_fuel_cogeneration	1.0328040813969696e+20	0.14678605232201938	0.03808367807090226
-654	XGBoost_2_AutoML_20190416_020809	total_household_count_of_area_type	9.834484997619188e+19	0.13977144895361762	0.03626373746856748
-655	XGBoost_2_AutoML_20190416_020809	floor	8.117021446754009e+19	0.11536220240053782	0.029930752331523074
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-657	XGBoost_2_AutoML_20190416_020809	heat_type_district	5.700139198055868e+19	0.08101255074795033	0.021018726599575925
-658	XGBoost_2_AutoML_20190416_020809	heat_type_individual	5.5919868363013095e+19	0.07947544816313272	0.020619924948628028
-659	XGBoost_2_AutoML_20190416_020809	heat_fuel_gas	4.727842824832156e+19	0.06719390412530306	0.017433475269306893
-660	XGBoost_2_AutoML_20190416_020809	front_door_structure_stairway	2.429940928398911e+19	0.03453524658548328	0.00896017838381143
-661	XGBoost_2_AutoML_20190416_020809	room_count	2.071312780962562e+19	0.02943828667198857	0.007637770856562278
-662	XGBoost_2_AutoML_20190416_020809	heat_type_central	7.387318460352561e+18	0.010499138544979731	0.0027240041273923427
-663	XGBoost_2_AutoML_20190416_020809	front_door_structure_corridor	6.364506564706959e+18	0.009045479296976496	0.0023468518710983
-664	XGBoost_2_AutoML_20190416_020809	front_door_structure_mixed	3.2984730357989376e+18	0.004687915591509528	0.0012162808753719064
-665	GBM_4_AutoML_20190416_020809	supply_area	6.302385169288313e+20	1.0	0.3381956740020234
-666	GBM_4_AutoML_20190416_020809	city	3.462015197957828e+20	0.5493182509422494	0.18577705611902665
-667	GBM_4_AutoML_20190416_020809	exclusive_use_area	2.2767545055111125e+20	0.3612528343405282	0.12217414579493623
-668	GBM_4_AutoML_20190416_020809	total_parking_capacity_in_site	1.0620772150920872e+20	0.16851988359385223	0.05699269561476538
-669	GBM_4_AutoML_20190416_020809	apartment_building_count_in_sites	9.144734965236236e+19	0.14509958880010648	0.04907205323166845
-670	GBM_4_AutoML_20190416_020809	total_household_count_in_sites	8.762670507551516e+19	0.1390373687449672	0.04702183663417204
-671	GBM_4_AutoML_20190416_020809	floor	6.283909063856095e+19	0.0997068394752791	0.03372042177895357
-672	GBM_4_AutoML_20190416_020809	heat_type_district	6.0825440645405475e+19	0.09651177928922756	0.03263986624585484
-673	GBM_4_AutoML_20190416_020809	total_household_count_of_area_type	5.551274999357322e+19	0.08808212843621221	0.02978899479401758
-674	GBM_4_AutoML_20190416_020809	heat_fuel_cogeneration	4.855643899179722e+19	0.07704454375212422	0.02605613140242803
-675	GBM_4_AutoML_20190416_020809	heat_type_individual	4.293991809283837e+19	0.06813280518316417	0.023042219970568757
-676	GBM_4_AutoML_20190416_020809	bathroom_count	3.5706143132769845e+19	0.056654968196432696	0.019160465154755755
-677	GBM_4_AutoML_20190416_020809	front_door_structure_stairway	2.606345914252316e+19	0.04135491316768622	0.013986052732040793
-678	GBM_4_AutoML_20190416_020809	heat_fuel_gas	1.7641379294154326e+19	0.027991591786743257	0.009466635250707138
-679	GBM_4_AutoML_20190416_020809	room_count	1.421407510653934e+19	0.022553485267458578	0.007627491151122858
-680	GBM_4_AutoML_20190416_020809	heat_type_central	4.333739649408172e+18	0.006876348450625643	0.0023255512989321086
-681	GBM_4_AutoML_20190416_020809	front_door_structure_corridor	4.1719069309623337e+18	0.006619568336273932	0.002238709375088615
-682	GBM_4_AutoML_20190416_020809	front_door_structure_mixed	1.3305609396525466e+18	0.002111202193950958	0.0007139994489377947
-683	XGBoost_grid_1_AutoML_20190416_021340_model_10	supply_area	9.025476832353698e+20	1.0	0.2654082302984743
-684	XGBoost_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	6.09941778570691e+20	0.6758000600968005	0.1793628979858944
-685	XGBoost_grid_1_AutoML_20190416_021340_model_10	city	4.9507870152762956e+20	0.548534676586745	0.14558561777023393
-686	XGBoost_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.6293274225109736e+20	0.29132282663289355	0.07731947586218552
-687	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	2.050794310691518e+20	0.22722282144030542	0.060306806921897695
-688	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.704344354044416e+20	0.1888370427072439	0.05011890531972702
-689	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	1.591014260093265e+20	0.17628035500461797	0.04678625705816246
-690	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	1.0570256188694331e+20	0.11711576446357992	0.031083487786331694
-691	XGBoost_grid_1_AutoML_20190416_021340_model_10	bathroom_count	1.035932060036597e+20	0.11477865150825972	0.030463198772852525
-692	XGBoost_grid_1_AutoML_20190416_021340_model_10	floor	8.952450612552165e+19	0.0991908879590743	0.026326078034952155
-693	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	8.236686135056033e+19	0.0912603986254767	0.024221260895521093
-694	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	6.534308763333244e+19	0.0723984880212606	0.01921515458200807
-695	XGBoost_grid_1_AutoML_20190416_021340_model_10	room_count	5.2015885202826985e+19	0.05763228488534282	0.015296082739476349
-696	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_district	4.2074149442988016e+19	0.046617093173586664	0.012372560200860723
-697	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	3.2184882378026516e+19	0.035660035448379986	0.009464466900735392
-698	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	1.0378764144089235e+19	0.011499408105380535	0.0030520375547289794
-699	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_central	8.493582738790547e+18	0.00941067480040892	0.0024976705446909794
-700	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	3.80803042969754e+18	0.0042192013789751955	0.0011198107712666891
-701	GBM_2_AutoML_20190416_021340	supply_area	6.365543228250092e+20	1.0	0.346712471523297
-702	GBM_2_AutoML_20190416_021340	city	3.10520133266824e+20	0.4878140358685255	0.16913121001973072
-703	GBM_2_AutoML_20190416_021340	exclusive_use_area	2.2010430144317594e+20	0.3457745765771562	0.11988435803498734
-704	GBM_2_AutoML_20190416_021340	apartment_building_count_in_sites	9.231065979421301e+19	0.14501615413518998	0.050278909211015105
-705	GBM_2_AutoML_20190416_021340	total_parking_capacity_in_site	8.698822307131215e+19	0.13665483047112303	0.04737993401824022
-706	GBM_2_AutoML_20190416_021340	total_household_count_in_sites	8.41468211423483e+19	0.1321911078522053	0.04583230571684081
-707	GBM_2_AutoML_20190416_021340	heat_type_individual	7.3229409550346486e+19	0.11504031458832381	0.03988591179573535
-708	GBM_2_AutoML_20190416_021340	floor	6.325840479097612e+19	0.0993762865520058	0.03445499792125331
-709	GBM_2_AutoML_20190416_021340	heat_type_district	6.248964385302118e+19	0.09816859553430413	0.03403627638366948
-710	GBM_2_AutoML_20190416_021340	total_household_count_of_area_type	4.811259253594312e+19	0.07558285414262975	0.026205518164576027
-711	GBM_2_AutoML_20190416_021340	heat_fuel_cogeneration	4.059894348809398e+19	0.06377922831144571	0.02211305387970998
-712	GBM_2_AutoML_20190416_021340	bathroom_count	3.794622655054951e+19	0.059611921857894684	0.020668196759604317
-713	GBM_2_AutoML_20190416_021340	heat_fuel_gas	3.0697669756157166e+19	0.048224744778924473	0.01672012045088112
-714	GBM_2_AutoML_20190416_021340	front_door_structure_stairway	1.605785824978482e+19	0.02522621820950099	0.008746244462602089
-715	GBM_2_AutoML_20190416_021340	front_door_structure_corridor	1.3283248353673478e+19	0.02086742305781982	0.007234995822698946
-716	GBM_2_AutoML_20190416_021340	room_count	1.1773592500457964e+19	0.018495817369061467	0.006412730552870825
-717	GBM_2_AutoML_20190416_021340	heat_type_central	6.743085460580467e+18	0.01059310292742158	0.003672760897067009
-718	GBM_2_AutoML_20190416_021340	front_door_structure_mixed	1.1566702895017492e+18	0.0018170802522689358	0.0006300043852203387
-719	XGBoost_grid_1_AutoML_20190416_022142_model_13	supply_area	7.120002422638358e+20	1.0	0.26401537621127774
-720	XGBoost_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	5.394657924269002e+20	0.7576764169512712	0.2000382242678028
-721	XGBoost_grid_1_AutoML_20190416_022142_model_13	city	4.436620193756149e+20	0.6231206017079042	0.16451342008491007
-722	XGBoost_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	1.740547137783359e+20	0.24445878448709701	0.06454087795451258
-723	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	1.6589948650153994e+20	0.23300481749002683	0.06151685454866953
-724	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	1.3549189430106915e+20	0.1902975396051366	0.05024147651093066
-725	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	1.2170335878178144e+20	0.1709316255213907	0.045128577418435206
-726	XGBoost_grid_1_AutoML_20190416_022142_model_13	floor	7.546413614747563e+19	0.10598891919970999	0.027982704376738148
-727	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	6.718458928995028e+19	0.09436034610934113	0.024912582277484073
-728	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	5.743273479018172e+19	0.08066392591043485	0.02129651674592209
-729	XGBoost_grid_1_AutoML_20190416_022142_model_13	bathroom_count	5.19840081617145e+19	0.07301122257547144	0.019276085395908426
-730	XGBoost_grid_1_AutoML_20190416_022142_model_13	room_count	3.993694512919609e+19	0.056091195983606464	0.014808938209752369
-731	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_district	3.5064377986846294e+19	0.04924770513470273	0.013002151398680615
-732	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	2.7132910122395763e+19	0.03810800686826383	0.010061099769986629
-733	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.7170672868745282e+19	0.024116105373995913	0.006367022633066347
-734	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	1.5450202153578136e+19	0.021699714742306187	0.0057290583513673774
-735	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.2494338865139548e+19	0.017548222772246894	0.004633000637054074
-736	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	5.221120574692e+18	0.007333032019892605	0.0019360332075012917
-737	GBM_3_AutoML_20190416_022142	supply_area	4.3992512240043216e+20	1.0	0.239822469144149
-738	GBM_3_AutoML_20190416_022142	exclusive_use_area	3.6195813714832445e+20	0.8227721462536982	0.1973192476575928
-739	GBM_3_AutoML_20190416_022142	city	3.353472113751223e+20	0.762282475584288	0.1828124654799384
-740	GBM_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.2959970824484081e+20	0.294594924558265	0.0706504822048974
-741	GBM_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.132000701040967e+20	0.2573166758161604	0.06171032054619613
-742	GBM_3_AutoML_20190416_022142	heat_fuel_cogeneration	8.04876992216679e+19	0.1829577242201816	0.043877373171478225
-743	GBM_3_AutoML_20190416_022142	total_household_count_in_sites	6.803093176836109e+19	0.15464207044406397	0.03708664316745885
-744	GBM_3_AutoML_20190416_022142	floor	5.458895351805536e+19	0.12408692011084324	0.029758831569475185
-745	GBM_3_AutoML_20190416_022142	bathroom_count	5.1093887528332165e+19	0.1161422363186276	0.02785351788585653
-746	GBM_3_AutoML_20190416_022142	heat_type_individual	4.845069236148424e+19	0.11013395210783862	0.026412596331105313
-747	GBM_3_AutoML_20190416_022142	heat_type_district	4.020775484311732e+19	0.091396814584549	0.02191900974557651
-748	GBM_3_AutoML_20190416_022142	total_household_count_of_area_type	3.908031561999581e+19	0.08883401658617672	0.021304393201689188
-749	GBM_3_AutoML_20190416_022142	room_count	2.959777989638121e+19	0.06727913090046375	0.01613504729442163
-750	GBM_3_AutoML_20190416_022142	front_door_structure_corridor	1.5848548619251614e+19	0.03602555937877497	0.008639738602516968
-751	GBM_3_AutoML_20190416_022142	front_door_structure_stairway	1.4613789364677771e+19	0.03321881070337213	0.00796661720491479
-752	GBM_3_AutoML_20190416_022142	heat_type_central	5.97196991847465e+18	0.013574969044479336	0.0032555825948024234
-753	GBM_3_AutoML_20190416_022142	heat_fuel_gas	4.765743540397408e+18	0.010833078853040575	0.0025980157189694564
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-755	GBM_4_AutoML_20190416_022142	supply_area	4.9585127996995613e+20	1.0	0.26943997323627566
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-758	GBM_4_AutoML_20190416_022142	apartment_building_count_in_sites	1.1805432597979752e+20	0.23808414084753496	0.0641493845379415
-759	GBM_4_AutoML_20190416_022142	total_parking_capacity_in_site	9.552063561299342e+19	0.19263968748609675	0.05190483224049842
-760	GBM_4_AutoML_20190416_022142	bathroom_count	8.772639119773585e+19	0.17692077189566038	0.04766952804450796
-761	GBM_4_AutoML_20190416_022142	floor	7.684781435642708e+19	0.15498157907565213	0.04175823251825945
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-763	GBM_4_AutoML_20190416_022142	heat_type_district	6.398761849470321e+19	0.12904598834267453	0.03477014764529897
-764	GBM_4_AutoML_20190416_022142	total_household_count_of_area_type	4.530076746976644e+19	0.0913595856251722	0.02461592430572363
-765	GBM_4_AutoML_20190416_022142	heat_fuel_cogeneration	3.868774598841467e+19	0.07802288216490795	0.021022483282329887
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-767	GBM_4_AutoML_20190416_022142	heat_type_individual	3.3924465903819293e+19	0.06841661456611504	0.018434170797610627
-768	GBM_4_AutoML_20190416_022142	heat_fuel_gas	2.6186127256787616e+19	0.05281044602400592	0.014229245163303934
-769	GBM_4_AutoML_20190416_022142	front_door_structure_stairway	1.5194500828934177e+19	0.030643262289964883	0.008256519771280313
-770	GBM_4_AutoML_20190416_022142	front_door_structure_corridor	9.45886543729184e+18	0.01907601294861023	0.005139840418328388
-771	GBM_4_AutoML_20190416_022142	heat_type_central	2.583463647913181e+18	0.005210158271790111	0.0014038249053078878
-772	GBM_4_AutoML_20190416_022142	front_door_structure_mixed	2.2634873474106e+18	0.004564851274655872	0.001229953405270857
-773	GBM_4_AutoML_20190416_021340	supply_area	4.738434552283917e+20	1.0	0.2564043808855668
-774	GBM_4_AutoML_20190416_021340	city	3.558599114091439e+20	0.7510073368801096	0.1925615712532628
-775	GBM_4_AutoML_20190416_021340	exclusive_use_area	3.046667203886375e+20	0.6429691431356558	0.1648601050742212
-776	GBM_4_AutoML_20190416_021340	apartment_building_count_in_sites	1.3235059837660614e+20	0.27931291846758416	0.0716170559330217
-777	GBM_4_AutoML_20190416_021340	total_parking_capacity_in_site	9.561616997930762e+19	0.2017885209224232	0.051739460776928155
-778	GBM_4_AutoML_20190416_021340	total_household_count_in_sites	7.738088398185195e+19	0.16330474364060701	0.041872051688846036
-779	GBM_4_AutoML_20190416_021340	room_count	6.957873627701392e+19	0.1468390784114072	0.037650182989884054
-780	GBM_4_AutoML_20190416_021340	floor	5.7883411412267565e+19	0.12215724576034898	0.03132165296986831
-781	GBM_4_AutoML_20190416_021340	bathroom_count	5.1845337755219395e+19	0.10941448527600751	0.02805435335710767
-782	GBM_4_AutoML_20190416_021340	heat_fuel_cogeneration	5.042806286896962e+19	0.10642346604674191	0.027287442923410996
-783	GBM_4_AutoML_20190416_021340	heat_type_district	4.957701887883844e+19	0.10462742142326817	0.02682692921368636
-784	GBM_4_AutoML_20190416_021340	total_household_count_of_area_type	4.012070430852304e+19	0.08467079974584629	0.021709963987919523
-785	GBM_4_AutoML_20190416_021340	heat_type_individual	3.5379924629878473e+19	0.0746658505873536	0.01914465119314463
-786	GBM_4_AutoML_20190416_021340	heat_fuel_gas	2.2747670722732098e+19	0.04800672135857139	0.01230913366829041
-787	GBM_4_AutoML_20190416_021340	front_door_structure_stairway	1.289871945062626e+19	0.027221478545924202	0.006979706353357434
-788	GBM_4_AutoML_20190416_021340	front_door_structure_corridor	7.343379776683377e+18	0.015497480646100473	0.003973621930349445
-789	GBM_4_AutoML_20190416_021340	front_door_structure_mixed	5.996227893762458e+18	0.012654449117319319	0.003244656191374167
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-791	XRT_1_AutoML_20190416_020809	supply_area	9.494331108435522e+20	1.0	0.206812255042546
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-793	XRT_1_AutoML_20190416_020809	city	6.835119487647178e+20	0.7199158539535567	0.14888742119701528
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-808	XRT_1_AutoML_20190416_020809	front_door_structure_mixed	1.0533767795814957e+19	0.011094797174764547	0.0022945400229527242
-809	XGBoost_grid_1_AutoML_20190416_022142_model_11	supply_area	9.833616823237896e+20	1.0	0.22246110815806783
-810	XGBoost_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	8.087503693711944e+20	0.8224342923958865	0.18295964407358528
-811	XGBoost_grid_1_AutoML_20190416_022142_model_11	city	4.435926709782278e+20	0.4510981858983671	0.10035180232304483
-812	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	3.7637933165823446e+20	0.38274760794910123	0.08514645700920676
-813	XGBoost_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	3.4281562211655824e+20	0.34861600597091397	0.07755350300992911
-814	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	2.6465255435879947e+20	0.26913043198245934	0.05987105413787741
-815	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	2.161876651031774e+20	0.2198455247842306	0.04890707906709191
-816	XGBoost_grid_1_AutoML_20190416_022142_model_11	floor	1.8745044217153087e+20	0.19062207277444987	0.04240599754879197
-817	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	1.766968666081607e+20	0.17968654848397894	0.03997326869684433
-818	XGBoost_grid_1_AutoML_20190416_022142_model_11	bathroom_count	1.583944664209456e+20	0.16107447470054193	0.03583280613786122
-819	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	1.2468466257026351e+20	0.12679430652170645	0.028206801936952547
-820	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_district	9.753765890782292e+19	0.09918798002921053	0.022065467953258477
-821	XGBoost_grid_1_AutoML_20190416_022142_model_11	room_count	9.387785089188679e+19	0.09546624866452323	0.021237527469603498
-822	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	7.570300284958671e+19	0.07698388518728161	0.01712592040907613
-823	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.3082795269808456e+19	0.02347335236335559	0.005221907978936885
-824	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_central	1.8885275490354987e+19	0.01920481124068923	0.0042723235905702435
-825	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	1.6021122466789196e+19	0.01629219721977529	0.0036243802478410025
-826	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.230168573625552e+19	0.01250982823246205	0.002782950251460591
-827	GBM_3_AutoML_20190416_020809	supply_area	6.102433790082364e+20	1.0	0.3350493530209352
-828	GBM_3_AutoML_20190416_020809	city	3.591136565868028e+20	0.5884761210689938	0.1971685436324359
-829	GBM_3_AutoML_20190416_020809	exclusive_use_area	2.4261489326970372e+20	0.3975707096798	0.13320580905829105
-830	GBM_3_AutoML_20190416_020809	total_parking_capacity_in_site	9.530626602994919e+19	0.156177468381288	0.052327159737598106
-831	GBM_3_AutoML_20190416_020809	apartment_building_count_in_sites	8.69779844190343e+19	0.1425299928044944	0.047754581875224404
-832	GBM_3_AutoML_20190416_020809	heat_fuel_gas	6.401145590679339e+19	0.10489496176234536	0.03514498907362955
-833	GBM_3_AutoML_20190416_020809	total_household_count_in_sites	6.06160848353839e+19	0.0993309995987122	0.03328078715047129
-834	GBM_3_AutoML_20190416_020809	floor	5.431199533511161e+19	0.08900054831136243	0.02981957613023047
-835	GBM_3_AutoML_20190416_020809	bathroom_count	5.0670892210987205e+19	0.08303390737862197	0.027820456946007547
-836	GBM_3_AutoML_20190416_020809	heat_type_district	4.756010553517172e+19	0.07793629094750049	0.026112503858811406
-837	GBM_3_AutoML_20190416_020809	total_household_count_of_area_type	3.9339910315313725e+19	0.06446593550797503	0.021599269983836364
-838	GBM_3_AutoML_20190416_020809	heat_fuel_cogeneration	3.1947563788287345e+19	0.05235216781902381	0.01754055995700735
-839	GBM_3_AutoML_20190416_020809	room_count	2.9376210711198302e+19	0.04813851607688121	0.016128778666946935
-840	GBM_3_AutoML_20190416_020809	front_door_structure_corridor	1.530392092759556e+19	0.02507838913790002	0.00840249805546065
-841	GBM_3_AutoML_20190416_020809	heat_type_individual	1.437848727926394e+19	0.02356188985226151	0.007894395950950758
-842	GBM_3_AutoML_20190416_020809	front_door_structure_stairway	1.1921631845533352e+19	0.0195358643053339	0.006545478696206904
-843	GBM_3_AutoML_20190416_020809	heat_type_central	4.98625829392928e+18	0.008170933869094843	0.0027376661064170736
-844	GBM_3_AutoML_20190416_020809	front_door_structure_mixed	2.6730043014664684e+18	0.004380226633201032	0.0014675920995390747
-845	DRF_1_AutoML_20190416_020809	supply_area	1.1170797477099072e+21	1.0	0.2156242144548846
-846	DRF_1_AutoML_20190416_020809	city	8.535736409312503e+20	0.7641116425941271	0.1647609726901902
-847	DRF_1_AutoML_20190416_020809	exclusive_use_area	8.532812587991921e+20	0.7638499046719621	0.1647045356563303
-848	DRF_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.478747477948393e+20	0.31141442543203135	0.067148490853701
-849	DRF_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.8327627582411584e+20	0.25358643946849124	0.05467937680680457
-850	DRF_1_AutoML_20190416_020809	total_household_count_in_sites	2.78551524825981e+20	0.24935688378294513	0.0537673821846155
-851	DRF_1_AutoML_20190416_020809	floor	2.66502443090114e+20	0.23857065141182884	0.051441609302665704
-852	DRF_1_AutoML_20190416_020809	heat_fuel_cogeneration	2.517990171394934e+20	0.22540827336248756	0.04860348187541827
-853	DRF_1_AutoML_20190416_020809	room_count	2.208323892469962e+20	0.19768721946639733	0.042626151405212295
-854	DRF_1_AutoML_20190416_020809	bathroom_count	2.0065042231060962e+20	0.1796204995408405	0.0387305291134877
-855	DRF_1_AutoML_20190416_020809	total_household_count_of_area_type	1.8004527533892462e+20	0.16117495255645822	0.0347532225347896
-856	DRF_1_AutoML_20190416_020809	heat_fuel_gas	1.029050964426254e+20	0.09211974046936948	0.019863246674495637
-857	DRF_1_AutoML_20190416_020809	heat_type_individual	5.433164580692322e+19	0.04863721316074967	0.010487360881061423
-858	DRF_1_AutoML_20190416_020809	front_door_structure_mixed	4.485443171958705e+19	0.04015329416860508	0.00865802251288137
-859	DRF_1_AutoML_20190416_020809	heat_type_district	3.921345768202646e+19	0.03510354364799544	0.0075691740236817715
-860	DRF_1_AutoML_20190416_020809	front_door_structure_corridor	3.179746505793313e+19	0.02846481204508469	0.006137702736827323
-861	DRF_1_AutoML_20190416_020809	front_door_structure_stairway	3.11031278630391e+19	0.027843247473425883	0.006003678364330407
-862	DRF_1_AutoML_20190416_020809	heat_type_central	2.3006605711073346e+19	0.0205953118013629	0.0044408479286222905
-863	GBM_3_AutoML_20190416_021340	supply_area	3.9495949487090486e+20	1.0	0.21856462602590887
-864	GBM_3_AutoML_20190416_021340	city	3.359772931104891e+20	0.8506626564840669	0.18592476538864627
-865	GBM_3_AutoML_20190416_021340	exclusive_use_area	3.2979508227513254e+20	0.8350098847045777	0.18250362317839333
-866	GBM_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.1500419276341667e+20	0.29117971401347514	0.06364158529968629
-867	GBM_3_AutoML_20190416_021340	apartment_building_count_in_sites	9.92769103811041e+19	0.2513597259221567	0.05493834449415114
-868	GBM_3_AutoML_20190416_021340	heat_fuel_gas	8.790487272124947e+19	0.22256680460354994	0.04864523041395643
-869	GBM_3_AutoML_20190416_021340	total_household_count_in_sites	8.35578963262324e+19	0.21156067245210514	0.046239679256284166
-870	GBM_3_AutoML_20190416_021340	room_count	7.3197893149047914e+19	0.18533012650568922	0.04050660979105035
-871	GBM_3_AutoML_20190416_021340	total_household_count_of_area_type	5.1183137086182e+19	0.1295908510894555	0.02832397590474609
-872	GBM_3_AutoML_20190416_021340	floor	4.986117226587436e+19	0.12624376148286248	0.027592420516605876
-873	GBM_3_AutoML_20190416_021340	bathroom_count	4.979736100904475e+19	0.12608219742969173	0.027557108329745384
-874	GBM_3_AutoML_20190416_021340	heat_type_district	4.970477333389299e+19	0.12584777421325022	0.02750587170711205
-875	GBM_3_AutoML_20190416_021340	heat_type_individual	2.531103035028721e+19	0.06408512943475454	0.01400674234872909
-876	GBM_3_AutoML_20190416_021340	heat_fuel_cogeneration	2.1285553354255106e+19	0.05389300328433028	0.011779104108252728
-877	GBM_3_AutoML_20190416_021340	front_door_structure_stairway	1.8540422464396067e+19	0.04694259210164355	0.010259990087382508
-878	GBM_3_AutoML_20190416_021340	front_door_structure_corridor	1.299036924235953e+19	0.03289038347237485	0.0071886743634883435
-879	GBM_3_AutoML_20190416_021340	heat_type_central	5.246283448049467e+18	0.013283092358025854	0.0029032141136995284
-880	GBM_3_AutoML_20190416_021340	front_door_structure_mixed	3.4667274519068017e+18	0.008777425272533135	0.001918434672161566
-881	XGBoost_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.413198389263844e+20	1.0	0.2019751738695601
-882	XGBoost_grid_1_AutoML_20190416_015849_model_4	city	7.599362752225907e+20	0.9032667958862731	0.18243746814973047
-883	XGBoost_grid_1_AutoML_20190416_015849_model_4	supply_area	6.49953587247599e+20	0.7725404265719094	0.1560339869781255
-884	XGBoost_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	3.240229804808434e+20	0.38513650277679407	0.0777880121118573
-885	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	2.820988835887212e+20	0.3353051604592019	0.06772331808310805
-886	XGBoost_grid_1_AutoML_20190416_015849_model_4	room_count	2.6598546151882673e+20	0.3161526083329416	0.06385497803736082
-887	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	2.360621030353215e+20	0.28058544695268617	0.05667129443353702
-888	XGBoost_grid_1_AutoML_20190416_015849_model_4	bathroom_count	1.5358242299565834e+20	0.1825493895302008	0.03687044469014436
-889	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	1.4964826483835955e+20	0.17787321529149605	0.03592597358523761
-890	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_district	1.3035554772214612e+20	0.1549417257157444	0.03129438199108717
-891	XGBoost_grid_1_AutoML_20190416_015849_model_4	floor	1.1623613836773504e+20	0.13815927426133798	0.02790474344062598
-892	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	1.010476166830327e+20	0.12010606669156935	0.0242584437028187
-893	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	9.417183391287502e+19	0.11193345212570825	0.022607778454910007
-894	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	2.849239467748963e+19	0.03386630548716054	0.006840152939088887
-895	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	1.5195562957166608e+19	0.018061576886808945	0.0036479901320716646
-896	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.724092602774716e+18	0.010369531537384888	0.0020943879352091996
-897	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_central	5.953183113046655e+18	0.007076004674564151	0.0014291772744469146
-898	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	2.6754518143498977e+18	0.0031800650484648803	0.0006422941910802052
-899	XRT_1_AutoML_20190416_015849	supply_area	1.3856047644295477e+21	1.0	0.24183329156384445
-900	XRT_1_AutoML_20190416_015849	city	1.0793112242286389e+21	0.7789459533743668	0.18837506385486003
-901	XRT_1_AutoML_20190416_015849	exclusive_use_area	8.787476369483445e+20	0.6341979036930666	0.1533701665529843
-902	XRT_1_AutoML_20190416_015849	apartment_building_count_in_sites	3.428062278892105e+20	0.2474054915871652	0.05983088438149519
-903	XRT_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.9779581065401414e+20	0.21492117976125494	0.051975096328448996
-904	XRT_1_AutoML_20190416_015849	floor	2.7349641016611806e+20	0.19738414386783398	0.04773405721406972
-905	XRT_1_AutoML_20190416_015849	total_household_count_in_sites	2.5591331928188702e+20	0.18469431244143153	0.04466523351083249
-906	XRT_1_AutoML_20190416_015849	bathroom_count	2.3628724783231795e+20	0.17053004860992751	0.04123984296588117
-907	XRT_1_AutoML_20190416_015849	total_household_count_of_area_type	1.8613252355401345e+20	0.1343330568227687	0.032486205297283105
-908	XRT_1_AutoML_20190416_015849	room_count	1.4047756380652175e+20	0.10138357445989025	0.024517923522143374
-909	XRT_1_AutoML_20190416_015849	heat_type_district	1.4009579577717188e+20	0.1011080499819508	0.024451292530736867
-910	XRT_1_AutoML_20190416_015849	heat_fuel_gas	1.1994803684654868e+20	0.08656728089119352	0.02093485047964922
-911	XRT_1_AutoML_20190416_015849	heat_type_individual	1.1448061412236277e+20	0.08262140623447865	0.019980606623317514
-912	XRT_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1392588851591722e+20	0.08222105714454613	0.01988378888512454
-913	XRT_1_AutoML_20190416_015849	front_door_structure_stairway	7.2665865860646175e+19	0.052443429559483834	0.012682567191266592
-914	XRT_1_AutoML_20190416_015849	front_door_structure_mixed	4.138696347172104e+19	0.029869241600623403	0.007223377012794472
-915	XRT_1_AutoML_20190416_015849	front_door_structure_corridor	3.109235045006364e+19	0.02243955220727343	0.005426630771503665
-916	XRT_1_AutoML_20190416_015849	heat_type_central	1.9418263751919403e+19	0.014014287660099007	0.0033891213137643107
-917	XGBoost_grid_1_AutoML_20190416_020809_model_2	supply_area	8.618346500227313e+20	1.0	0.23948476962851303
-918	XGBoost_grid_1_AutoML_20190416_020809_model_2	city	7.929333052674041e+20	0.9200527099328045	0.2203386112843468
-919	XGBoost_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	6.259336386350185e+20	0.7262804281755314	0.17393310102731493
-920	XGBoost_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	2.0722319726833828e+20	0.24044426301828623	0.05758273893743188
-921	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	1.7653533515590087e+20	0.20483666460990477	0.04905526143557603
-922	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	1.594452652855646e+20	0.1850067936829404	0.04430630936486882
-923	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	1.49646857463476e+20	0.1736375503810725	0.041583548751870474
-924	XGBoost_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.393663885593983e+20	0.16170896419135902	0.03872683403623308
-925	XGBoost_grid_1_AutoML_20190416_020809_model_2	room_count	1.3442092599515021e+20	0.1559706679136245	0.03735259947409967
-926	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	8.416441332839272e+19	0.09765726328846587	0.023387427201189293
-927	XGBoost_grid_1_AutoML_20190416_020809_model_2	floor	6.99349604522273e+19	0.08114661025799175	0.019433377263769886
-928	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_district	6.962890039551957e+19	0.08079148406679063	0.019348329949681036
-929	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	6.635766858493251e+19	0.07699582348328915	0.01843932704925316
-930	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	2.3231194155186127e+19	0.026955511889169684	0.006455434554996446
-931	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	1.7902913527983636e+19	0.02077302592499784	0.004974823328135236
-932	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.363238177839933e+19	0.015817862252393507	0.003788137097530011
-933	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_central	3.8205604642076754e+18	0.004433055069330186	0.0010616491720290514
-934	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.690824086417834e+18	0.0031222045740988275	0.0007477204431611473
-935	GBM_3_AutoML_20190416_015849	supply_area	4.7151231465564615e+20	1.0	0.2628691120651018
-936	GBM_3_AutoML_20190416_015849	city	3.4413158800142474e+20	0.7298464479188633	0.19185408770830012
-937	GBM_3_AutoML_20190416_015849	exclusive_use_area	3.3681964216266785e+20	0.7143390144723012	0.18777766244779368
-938	GBM_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.0320214930007838e+20	0.21887476974052894	0.05753541637514644
-939	GBM_3_AutoML_20190416_015849	apartment_building_count_in_sites	9.258548492459888e+19	0.19635857229352685	0.051616603545170496
-940	GBM_3_AutoML_20190416_015849	total_household_count_in_sites	8.674992811524751e+19	0.18398231693821726	0.0483632682892293
-941	GBM_3_AutoML_20190416_015849	floor	5.589223543678383e+19	0.11853823049691274	0.031160039396491816
-942	GBM_3_AutoML_20190416_015849	bathroom_count	5.327604427551408e+19	0.11298971971585202	0.02970150729419074
-943	GBM_3_AutoML_20190416_015849	heat_type_individual	4.466693420072567e+19	0.09473121446116783	0.024901910230255918
-944	GBM_3_AutoML_20190416_015849	heat_type_district	4.120463805555671e+19	0.08738825429331404	0.022971672811002777
-945	GBM_3_AutoML_20190416_015849	heat_fuel_gas	4.120133512262687e+19	0.08738124931629186	0.022969831418912918
-946	GBM_3_AutoML_20190416_015849	total_household_count_of_area_type	3.920547522760881e+19	0.0831483590332975	0.021857135308753196
-947	GBM_3_AutoML_20190416_015849	room_count	2.903770186733165e+19	0.061584185534026614	0.01618858016858206
-948	GBM_3_AutoML_20190416_015849	heat_fuel_cogeneration	2.582063199952883e+19	0.054761309931822454	0.014395056917300005
-949	GBM_3_AutoML_20190416_015849	front_door_structure_stairway	1.091785359567618e+19	0.023154970201891088	0.006086726456865
-950	GBM_3_AutoML_20190416_015849	heat_type_central	8.196000466488787e+18	0.017382367780732242	0.004569287584110118
-951	GBM_3_AutoML_20190416_015849	front_door_structure_mixed	4.699382516102988e+18	0.009966616713998299	0.0026199156859019346
-952	GBM_3_AutoML_20190416_015849	front_door_structure_corridor	4.5958324351443927e+18	0.009747004038485848	0.0025621862968917357
-953	GBM_grid_1_AutoML_20190416_021340_model_12	supply_area	5.854372144907077e+21	1.0	0.34272268271486
-954	GBM_grid_1_AutoML_20190416_021340_model_12	city	2.8581802301131074e+21	0.48821293887159845	0.16732164814618017
-955	GBM_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	2.3299002532606887e+21	0.3979761100919337	0.13639544010713198
-956	GBM_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	9.755632773565325e+20	0.1666384119781673	0.05711076359650156
-957	GBM_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	9.082557142880852e+20	0.155141438194736	0.05317048989834156
-958	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	7.258353706878621e+20	0.12398176144632209	0.0424913618905973
-959	GBM_grid_1_AutoML_20190416_021340_model_12	floor	7.182010656320274e+20	0.12267772663834083	0.04204443958285241
-960	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	6.141256226245181e+20	0.10490033899856666	0.03595172559928701
-961	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	3.6215791401304483e+20	0.06186110227517714	0.021201202927447038
-962	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_gas	3.3506267535803993e+20	0.05723289655399216	0.01961501184652626
-963	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_district	3.22875794028887e+20	0.055151224766223306	0.018901575706890276
-964	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	3.204732643651732e+20	0.05474084264423882	0.01876092844510554
-965	GBM_grid_1_AutoML_20190416_021340_model_12	bathroom_count	3.018643907048783e+20	0.05156221422778542	0.017671540386864942
-966	GBM_grid_1_AutoML_20190416_021340_model_12	room_count	2.028574851951839e+20	0.03465059619956971	0.011875545287185863
-967	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.1024548005012308e+20	0.01883130715324093	0.006453916106586265
-968	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	8.422365501489729e+19	0.014386453906618558	0.00493056407762999
-969	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_central	2.958791727708006e+19	0.005053986413012645	0.001732115781872146
-970	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	2.8168955739993276e+19	0.004811610031401649	0.0016490478981397048
-971	XGBoost_grid_1_AutoML_20190416_015849_model_1	supply_area	6.938442618410684e+20	1.0	0.24419937973032768
-972	XGBoost_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	4.4443315525868585e+20	0.6405373362595993	0.15641882020871048
-973	XGBoost_grid_1_AutoML_20190416_015849_model_1	city	4.3576685738511355e+20	0.6280470724494225	0.15336870553359716
-974	XGBoost_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	2.434514017161157e+20	0.3508732652340945	0.08568303373412063
-975	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.9192139070160293e+20	0.2766058628089719	0.06754698012772305
-976	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.6302100024439446e+20	0.2349533017853738	0.057375450561580776
-977	XGBoost_grid_1_AutoML_20190416_015849_model_1	room_count	1.1941409640791461e+20	0.17210504283923522	0.042027944709802714
-978	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	1.0909358768839983e+20	0.15723065490075172	0.038395628401356775
-979	XGBoost_grid_1_AutoML_20190416_015849_model_1	floor	9.076370850658333e+19	0.1308127969030803	0.031944403864521534
-980	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	8.649875567899836e+19	0.12466595234135082	0.03044334823524846
-981	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	8.110919597024503e+19	0.1168982730433301	0.028546485768727696
-982	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_district	6.583434063252973e+19	0.0948834547652564	0.02317048080034622
-983	XGBoost_grid_1_AutoML_20190416_015849_model_1	bathroom_count	4.9632174780134195e+19	0.07153215427398449	0.017468107704481123
-984	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	2.648870845870506e+19	0.03817673491803345	0.009322734987112911
-985	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	1.590147910901275e+19	0.02291793704082709	0.005596546010068677
-986	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	1.4567769305497207e+19	0.020995733634580512	0.00512714513054774
-987	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	4.833372301598654e+18	0.006966076636237693	0.0017011115937231721
-988	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_central	4.72705447499504e+18	0.0068128465348291905	0.0016636928980032007
-989	GBM_2_AutoML_20190416_015849	supply_area	4.6790598688528505e+20	1.0	0.26077123751780273
-990	GBM_2_AutoML_20190416_015849	city	3.45876803225775e+20	0.7392014911546162	0.19276248762339437
-991	GBM_2_AutoML_20190416_015849	exclusive_use_area	2.912707281126519e+20	0.6224983998421498	0.1623296780796894
-992	GBM_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.0844859657536039e+20	0.23177432991886115	0.06044007883780091
-993	GBM_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.0790844609505264e+20	0.23061993032696157	0.060139044627631214
-994	GBM_2_AutoML_20190416_015849	heat_fuel_gas	9.913399146167927e+19	0.2118673285665473	0.05524890545988946
-995	GBM_2_AutoML_20190416_015849	total_household_count_in_sites	7.387021372310736e+19	0.15787405118459805	0.041169011699356564
-996	GBM_2_AutoML_20190416_015849	bathroom_count	6.616611166914137e+19	0.1414089871121121	0.03687539656536449
-997	GBM_2_AutoML_20190416_015849	room_count	5.439700957417125e+19	0.11625628031878033	0.030316294087944916
-998	GBM_2_AutoML_20190416_015849	floor	3.826597772604631e+19	0.08178133812899438	0.02132622074975973
-999	GBM_2_AutoML_20190416_015849	heat_type_individual	3.31444921462843e+19	0.07083579410239567	0.01847193768863799
-1000	GBM_2_AutoML_20190416_015849	total_household_count_of_area_type	3.0238520297467675e+19	0.06462520494502916	0.01685239466835688
-1001	GBM_2_AutoML_20190416_015849	heat_fuel_cogeneration	2.8240811023891694e+19	0.060355737723901785	0.0157390404175618
-1002	GBM_2_AutoML_20190416_015849	heat_type_district	1.9338903201649787e+19	0.041330745371272716	0.010777869617999983
-1003	GBM_2_AutoML_20190416_015849	front_door_structure_stairway	1.6958245023235703e+19	0.03624284685075701	0.009451092024440104
-1004	GBM_2_AutoML_20190416_015849	heat_type_central	6.120979032805736e+18	0.013081642903420248	0.00341131620869088
-1005	GBM_2_AutoML_20190416_015849	front_door_structure_corridor	4.649649955911238e+18	0.00993714567933318	0.0025913217761943997
-1006	GBM_2_AutoML_20190416_015849	front_door_structure_mixed	2.3804693372920136e+18	0.005087494932770812	0.0013266723494841952
-1007	GBM_grid_1_AutoML_20190416_022142_model_40	supply_area	7.255391182748742e+20	1.0	0.22565957460010516
-1008	GBM_grid_1_AutoML_20190416_022142_model_40	city	5.730196855287636e+20	0.7897846871320207	0.17822247652388892
-1009	GBM_grid_1_AutoML_20190416_022142_model_40	exclusive_use_area	5.527184083866238e+20	0.7618037325138735	0.17190830620785297
-1010	GBM_grid_1_AutoML_20190416_022142_model_40	apartment_building_count_in_sites	2.0574886652469995e+20	0.28358066621399036	0.06399269250266347
-1011	GBM_grid_1_AutoML_20190416_022142_model_40	bathroom_count	1.746548536130551e+20	0.24072424106964035	0.0543217298357082
-1012	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_in_sites	1.6001382714633408e+20	0.22054472752179302	0.04976802939286391
-1013	GBM_grid_1_AutoML_20190416_022142_model_40	total_parking_capacity_in_site	1.596485781796799e+20	0.22004131019052267	0.04965442845204313
-1014	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_individual	1.191080011668348e+20	0.16416482332481228	0.03704536419577856
-1015	GBM_grid_1_AutoML_20190416_022142_model_40	room_count	1.0850687948772554e+20	0.14955345170874323	0.033748168292572364
-1016	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_of_area_type	9.170403723893644e+19	0.12639433895305682	0.028522092760008305
-1017	GBM_grid_1_AutoML_20190416_022142_model_40	floor	8.689654139374168e+19	0.11976823744577268	0.027026849512617447
-1018	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_district	7.652817313209306e+19	0.1054776664751796	0.0238020453466008
-1019	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_cogeneration	6.473486418912582e+19	0.08922312051629543	0.02013405142020114
-1020	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_gas	5.761619930039242e+19	0.07941156837606134	0.017919980738069163
-1021	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_stairway	3.5697151326677893e+19	0.049200863781894456	0.011102645990980023
-1022	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_corridor	1.0783124938366648e+19	0.014862224057616431	0.0033538031584531727
-1023	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_central	8.245341050785235e+18	0.011364433485530474	0.002564493225915997
-1024	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_mixed	4.029498184932786e+18	0.005553798662867121	0.0012532678436772274
-1025	XGBoost_grid_1_AutoML_20190416_022142_model_18	supply_area	9.892003881344429e+20	1.0	0.28743555419385614
-1026	XGBoost_grid_1_AutoML_20190416_022142_model_18	city	6.539704462714927e+20	0.6611101796116674	0.1900265708598794
-1027	XGBoost_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	6.40956239617043e+20	0.6479538901373036	0.18624498550368085
-1028	XGBoost_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	1.945623824471488e+20	0.19668652052803853	0.056534699030438014
-1029	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	1.9100274433854957e+20	0.19308802001055247	0.05550036203992753
-1030	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	1.833445139096944e+20	0.1853461807222582	0.05327508217361689
-1031	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	1.2049472282397193e+20	0.12181022598587518	0.03501258981272889
-1032	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	1.1331211473701359e+20	0.11454920165439043	0.032925513259993495
-1033	XGBoost_grid_1_AutoML_20190416_022142_model_18	floor	9.957343547297576e+19	0.10066053012854527	0.02893341526294576
-1034	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_district	7.805872850232934e+19	0.07891093598289241	0.022681808616198583
-1035	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	6.023155923087157e+19	0.060889138291245246	0.017501703209130425
-1036	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	2.8521758235021017e+19	0.028833145009992258	0.008287671015098943
-1037	XGBoost_grid_1_AutoML_20190416_022142_model_18	bathroom_count	2.4878994848338674e+19	0.02515061169280228	0.007229180010235102
-1038	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	2.338236600888905e+19	0.023637643382840176	0.006794299125583402
-1039	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.5811642411953684e+19	0.015984266283774157	0.004594446437658794
-1040	XGBoost_grid_1_AutoML_20190416_022142_model_18	room_count	1.4861277337462243e+19	0.015023525582606664	0.004318295401782121
-1041	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_central	5.001097302857744e+18	0.005055696866728324	0.0014531870307241976
-1042	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	4.304027821568688e+18	0.004351017117659809	0.0012506370165215018
-1043	DRF_1_AutoML_20190416_015849	supply_area	8.104159271771355e+20	1.0	0.19038352571033704
-1044	DRF_1_AutoML_20190416_015849	city	7.944261781751333e+20	0.9802697004515962	0.18662720171899086
-1045	DRF_1_AutoML_20190416_015849	exclusive_use_area	6.67112020352904e+20	0.8231723957802853	0.1567184629760757
-1046	DRF_1_AutoML_20190416_015849	apartment_building_count_in_sites	2.828501930781201e+20	0.34901855157678374	0.0664473823875032
-1047	DRF_1_AutoML_20190416_015849	floor	2.4945389077884253e+20	0.307809709080802	0.05860189766267623
-1048	DRF_1_AutoML_20190416_015849	total_household_count_in_sites	2.2499558007440723e+20	0.2776297608786126	0.05285613271818806
-1049	DRF_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.151912612778077e+20	0.265531875746036	0.05055289469300946
-1050	DRF_1_AutoML_20190416_015849	bathroom_count	1.9397209423661446e+20	0.23934881797333837	0.04556807184036584
-1051	DRF_1_AutoML_20190416_015849	room_count	1.8112803920558634e+20	0.22350009807494384	0.04255073666811392
-1052	DRF_1_AutoML_20190416_015849	heat_type_district	1.6939577514819322e+20	0.2090232551798896	0.03979458427659885
-1053	DRF_1_AutoML_20190416_015849	total_household_count_of_area_type	1.4974030715574393e+20	0.18476969927938577	0.03517710679324818
-1054	DRF_1_AutoML_20190416_015849	heat_fuel_gas	9.44165588129389e+19	0.11650382926433026	0.022180409774098332
-1055	DRF_1_AutoML_20190416_015849	heat_fuel_cogeneration	8.183208528308915e+19	0.10097541588074295	0.0192240556854434
-1056	DRF_1_AutoML_20190416_015849	heat_type_individual	4.053117838745089e+19	0.05001281074106018	0.00952161523956685
-1057	DRF_1_AutoML_20190416_015849	front_door_structure_corridor	3.575069534392733e+19	0.04411400880095632	0.008398580528742901
-1058	DRF_1_AutoML_20190416_015849	front_door_structure_stairway	2.625737121222099e+19	0.03239987064874383	0.006168401606666715
-1059	DRF_1_AutoML_20190416_015849	front_door_structure_mixed	2.1319750364902195e+19	0.026307170984612525	0.005008451963515211
-1060	DRF_1_AutoML_20190416_015849	heat_type_central	1.796558019320873e+19	0.022168345402325648	0.004220487756859297
-1061	XGBoost_grid_1_AutoML_20190416_022142_model_21	supply_area	9.916188211343408e+20	1.0	0.29519532238203056
-1062	XGBoost_grid_1_AutoML_20190416_022142_model_21	city	6.257665128675966e+20	0.6310555019032057	0.1862846323252709
-1063	XGBoost_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	5.80512830883778e+20	0.5854193350421818	0.1728130493364508
-1064	XGBoost_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	2.008125343050089e+20	0.20250980520447742	0.05977994723285793
-1065	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.6701140062047725e+20	0.16842298377256312	0.04971767699128527
-1066	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.4053129913879442e+20	0.14171907203015438	0.041834807155623634
-1067	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	1.3634016312385182e+20	0.13749251246349725	0.04058714654177743
-1068	XGBoost_grid_1_AutoML_20190416_022142_model_21	floor	9.142632699003929e+19	0.09219906383528917	0.027216732372179604
-1069	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	9.105788504161806e+19	0.09182750780935599	0.02710705077132127
-1070	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	8.157047188442264e+19	0.0822599068774349	0.024282739729800207
-1071	XGBoost_grid_1_AutoML_20190416_022142_model_21	room_count	5.090258130119216e+19	0.051332810769932	0.015153205624005846
-1072	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_district	5.063439282299155e+19	0.05106235555822694	0.015073368510596671
-1073	XGBoost_grid_1_AutoML_20190416_022142_model_21	bathroom_count	4.933437865282083e+19	0.04975135364654116	0.014686366878633129
-1074	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	4.928286873208278e+19	0.04969940836309129	0.014671032873938918
-1075	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.577758174074844e+19	0.0159109341255746	0.004696833328598246
-1076	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	1.349256458127645e+19	0.013606603962843227	0.004016605843336121
-1077	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	1.2707663912137392e+19	0.012815069300117493	0.0037829485133962465
-1078	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_central	1.0415298716456976e+19	0.01050332899545273	0.003100533588897198
-1079	GBM_grid_1_AutoML_20190416_022142_model_18	supply_area	3.072990110389658e+21	1.0	0.20706394340982595
-1080	GBM_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	2.4513320766508745e+21	0.7977025595894427	0.16517543765670167
-1081	GBM_grid_1_AutoML_20190416_022142_model_18	city	2.3130107694956308e+21	0.7526905998413184	0.1558550837706507
-1082	GBM_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	9.939877849070819e+20	0.3234594805712028	0.06697679558036722
-1083	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	8.38915901887787e+20	0.2729966162440437	0.056527755897030636
-1084	GBM_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	8.037211855935609e+20	0.2615436941616608	0.05415626868708695
-1085	GBM_grid_1_AutoML_20190416_022142_model_18	bathroom_count	7.038918629784761e+20	0.22905764017874497	0.04742957824355992
-1086	GBM_grid_1_AutoML_20190416_022142_model_18	floor	6.909205108892306e+20	0.22483655529943153	0.04655554376298169
-1087	GBM_grid_1_AutoML_20190416_022142_model_18	room_count	6.862105901039312e+20	0.22330387194670112	0.04623818030396674
-1088	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	4.3056354615001245e+20	0.14011224595038366	0.02901219416649386
-1089	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	4.044120227231742e+20	0.13160212307741348	0.027250054565514492
-1090	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	3.5096425232358756e+20	0.11420936602984542	0.02364864170447601
-1091	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	3.1446454766858666e+20	0.10233177991865136	0.021189221886102387
-1092	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_district	2.984411624068675e+20	0.09711751476122546	0.020109535580621327
-1093	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	1.5140380667591786e+20	0.049269213774566854	0.010201877692863529
-1094	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	1.2043096874174697e+20	0.03919015825484586	0.008114868711103528
-1095	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.1267231331885724e+20	0.03666536801986983	0.007592075688766769
-1096	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_central	1.0244504318537787e+20	0.03333725118054081	0.006902942691886655
-1097	XRT_1_AutoML_20190416_021340	supply_area	9.860220430661703e+20	1.0	0.26502373966124687
-1098	XRT_1_AutoML_20190416_021340	city	5.8192942407281856e+20	0.5901789195941598	0.15641142434007854
-1099	XRT_1_AutoML_20190416_021340	exclusive_use_area	5.5457804318900696e+20	0.5624398025265953	0.1490598997999315
-1100	XRT_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.7811268774510304e+20	0.2820552437958421	0.07475133550183878
-1101	XRT_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.145355125430021e+20	0.21757679156530274	0.05766301496413216
-1102	XRT_1_AutoML_20190416_021340	floor	1.9394063940796704e+20	0.19668996324350124	0.05212750961262588
-1103	XRT_1_AutoML_20190416_021340	total_household_count_in_sites	1.56257789872735e+20	0.15847291748856854	0.04199908522784864
-1104	XRT_1_AutoML_20190416_021340	total_household_count_of_area_type	1.2361198782229827e+20	0.12536432495759414	0.03322452222036938
-1105	XRT_1_AutoML_20190416_021340	heat_fuel_gas	1.2253840707675174e+20	0.12427552501331696	0.03293596438739408
-1106	XRT_1_AutoML_20190416_021340	heat_type_individual	1.0732930253437744e+20	0.10885081453211969	0.028848049932475153
-1107	XRT_1_AutoML_20190416_021340	bathroom_count	9.67953654137718e+19	0.09816754716027785	0.02601673046178865
-1108	XRT_1_AutoML_20190416_021340	room_count	9.568850904832226e+19	0.09704499987724996	0.025719228782894028
-1109	XRT_1_AutoML_20190416_021340	heat_fuel_cogeneration	8.0543976624824e+19	0.08168577689638812	0.021648670070215058
-1110	XRT_1_AutoML_20190416_021340	front_door_structure_stairway	4.087183787606147e+19	0.04145124154523453	0.010985563047919695
-1111	XRT_1_AutoML_20190416_021340	front_door_structure_corridor	3.458817950085651e+19	0.03507850533777099	0.009296636666343075
-1112	XRT_1_AutoML_20190416_021340	heat_type_district	3.2901405518545814e+19	0.03336781946196091	0.008843264298150213
-1113	XRT_1_AutoML_20190416_021340	front_door_structure_mixed	1.212567481536951e+19	0.012297569715239902	0.003259147914677773
-1114	XRT_1_AutoML_20190416_021340	heat_type_central	8.133815937112474e+18	0.008249121806465158	0.0021862131100705367
-1115	XGBoost_3_AutoML_20190416_021340	supply_area	8.3377835024412e+20	1.0	0.26619859842624344
-1116	XGBoost_3_AutoML_20190416_021340	city	6.222853007243834e+20	0.7463437981355427	0.19867567300780065
-1117	XGBoost_3_AutoML_20190416_021340	exclusive_use_area	5.4932909782330665e+20	0.6588430818124144	0.17538310496129156
-1118	XGBoost_3_AutoML_20190416_021340	apartment_building_count_in_sites	1.6588657383698334e+20	0.19895764118655013	0.052962245230051094
-1119	XGBoost_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.6323219443785767e+20	0.19577408599067764	0.05211478729889725
-1120	XGBoost_3_AutoML_20190416_021340	heat_fuel_cogeneration	1.4370573874176511e+20	0.17235484550503122	0.04588061830541104
-1121	XGBoost_3_AutoML_20190416_021340	total_household_count_in_sites	1.297062113391537e+20	0.15556437907170093	0.04141101967393563
-1122	XGBoost_3_AutoML_20190416_021340	bathroom_count	9.981732474420252e+19	0.11971685846121723	0.03186845993036899
-1123	XGBoost_3_AutoML_20190416_021340	heat_type_individual	8.62302285512164e+19	0.1034210453245389	0.02753053731316925
-1124	XGBoost_3_AutoML_20190416_021340	room_count	7.64843422005634e+19	0.09173222377166514	0.02441898939853979
-1125	XGBoost_3_AutoML_20190416_021340	floor	7.085224781890873e+19	0.08497731777056104	0.02262084288854486
-1126	XGBoost_3_AutoML_20190416_021340	heat_type_district	6.3245241437768385e+19	0.0758537822662953	0.02019217052461725
-1127	XGBoost_3_AutoML_20190416_021340	total_household_count_of_area_type	4.9916970281960735e+19	0.059868393401370595	0.015936882413475816
-1128	XGBoost_3_AutoML_20190416_021340	heat_fuel_gas	1.8288666187472568e+19	0.02193468585759977	0.005838982632213004
-1129	XGBoost_3_AutoML_20190416_021340	front_door_structure_stairway	1.6939858989796033e+19	0.020316981107552447	0.005408351895082928
-1130	XGBoost_3_AutoML_20190416_021340	front_door_structure_mixed	1.5969848941051118e+19	0.01915359032334594	0.005098658898905148
-1131	XGBoost_3_AutoML_20190416_021340	heat_type_central	1.492947454617505e+19	0.017905807390901772	0.004766500831148323
-1132	XGBoost_3_AutoML_20190416_021340	front_door_structure_corridor	1.1568896420714906e+19	0.013875266031227216	0.0036935763703039503
-1133	GBM_grid_1_AutoML_20190416_015849_model_8	supply_area	5.779296576168857e+21	1.0	0.23762301109248513
-1134	GBM_grid_1_AutoML_20190416_015849_model_8	exclusive_use_area	4.382943689753613e+21	0.7583870514323219	0.18021021473489973
-1135	GBM_grid_1_AutoML_20190416_015849_model_8	city	3.793231939971582e+21	0.656348379076636	0.15596347816186212
-1136	GBM_grid_1_AutoML_20190416_015849_model_8	apartment_building_count_in_sites	1.6539638516504173e+21	0.286187744451565	0.06800479357434752
-1137	GBM_grid_1_AutoML_20190416_015849_model_8	total_parking_capacity_in_site	1.437249793156419e+21	0.24868939917064847	0.05909432385771046
-1138	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_in_sites	1.19553428280605e+21	0.20686501671083635	0.049155888160526184
-1139	GBM_grid_1_AutoML_20190416_015849_model_8	floor	8.546248092317762e+20	0.14787696010546564	0.03513896853146404
-1140	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_gas	8.0250486185045e+20	0.13885857063636575	0.03299599167061177
-1141	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_cogeneration	7.748274977592354e+20	0.13406951651421822	0.03185800220982219
-1142	GBM_grid_1_AutoML_20190416_015849_model_8	room_count	7.32855778819491e+20	0.12680708961042922	0.030132282461104776
-1143	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_of_area_type	6.827010897255586e+20	0.11812875160978963	0.02807010965411446
-1144	GBM_grid_1_AutoML_20190416_015849_model_8	bathroom_count	6.614504326713458e+20	0.1144517198509696	0.027196362295700948
-1145	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_district	5.2482543446324884e+20	0.09081129987815229	0.021578854518269176
-1146	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_individual	4.557220258590155e+20	0.078854237683216	0.018737581395688294
-1147	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_corridor	2.0854276955134388e+20	0.03608445540090081	0.008574496945994539
-1148	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_stairway	1.8326548980998288e+20	0.03171069132629132	0.007535189956777694
-1149	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_central	1.0623596576390303e+20	0.018382161974862296	0.004368024678856562
-1150	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_mixed	9.150703114351804e+19	0.015833593230160686	0.00376242609976437
-1151	XGBoost_grid_1_AutoML_20190416_020809_model_1	supply_area	9.936604998779116e+20	1.0	0.26723330202346696
-1152	XGBoost_grid_1_AutoML_20190416_020809_model_1	city	7.252614432103491e+20	0.7298885719010266	0.19505053317830404
-1153	XGBoost_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	6.638427588671538e+20	0.6680780396812779	0.17853270055339268
-1154	XGBoost_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.965087115423588e+20	0.1977624264691042	0.0528487062415118
-1155	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.9485905707260183e+20	0.19610224729325926	0.052405051078400156
-1156	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	1.6926956880551058e+20	0.17034949947825065	0.04552305924361778
-1157	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.610068884563553e+20	0.16203410367639431	0.04330090856585564
-1158	XGBoost_grid_1_AutoML_20190416_020809_model_1	bathroom_count	1.073079368244265e+20	0.10799255564411701	0.028859207238730384
-1159	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	1.0565271442778646e+20	0.10632677301831735	0.02841405464718462
-1160	XGBoost_grid_1_AutoML_20190416_020809_model_1	room_count	7.641980526605946e+19	0.07690735948087798	0.02055220762398081
-1161	XGBoost_grid_1_AutoML_20190416_020809_model_1	floor	7.612403663818772e+19	0.07660970386519428	0.020472664130935826
-1162	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	7.118637620845032e+19	0.07164054142958969	0.01914473844497824
-1163	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_district	6.712478465349229e+19	0.06755303714069316	0.018052421176821334
-1164	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	3.829922695767025e+19	0.038543573949428374	0.010300126538291427
-1165	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	3.527826158575105e+19	0.03550333498220529	0.009487673440139986
-1166	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	2.034182053390241e+19	0.020471600246162302	0.005470693331486371
-1167	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_central	1.0963398665833546e+19	0.011033344554986928	0.002948477097791797
-1168	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	5.218579053564396e+18	0.00525187330502278	0.0014034754451101364
-1169	GBM_grid_1_AutoML_20190416_020809_model_9	supply_area	5.161849126606688e+21	1.0	0.31039952214470196
-1170	GBM_grid_1_AutoML_20190416_020809_model_9	city	3.194050809023051e+21	0.6187803499639993	0.19206912494135683
-1171	GBM_grid_1_AutoML_20190416_020809_model_9	exclusive_use_area	2.7288827292362306e+21	0.5286637912701163	0.16409698818545057
-1172	GBM_grid_1_AutoML_20190416_020809_model_9	apartment_building_count_in_sites	9.757618579526019e+20	0.18903339365791405	0.05867587506080785
-1173	GBM_grid_1_AutoML_20190416_020809_model_9	total_parking_capacity_in_site	8.490965703204348e+20	0.1644946509466495	0.05105906104919954
-1174	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_in_sites	5.399238225827526e+20	0.10459891588069126	0.03246745350622044
-1175	GBM_grid_1_AutoML_20190416_020809_model_9	floor	5.247033446921006e+20	0.10165026753446234	0.03155219446857822
-1176	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_gas	4.407400276423816e+20	0.08538413596216761	0.026503195001395086
-1177	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_cogeneration	4.2792376826530365e+20	0.0829012545251615	0.02573250978980644
-1178	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_of_area_type	3.6741671100293e+20	0.0711792812984566	0.02209401490164425
-1179	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_district	3.6620587602186496e+20	0.07094470741778586	0.02202120328117642
-1180	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_individual	3.303614451126465e+20	0.06400060075560954	0.01986575589151505
-1181	GBM_grid_1_AutoML_20190416_020809_model_9	bathroom_count	2.828930476433243e+20	0.05480459438172176	0.01701131990742065
-1182	GBM_grid_1_AutoML_20190416_020809_model_9	room_count	1.566226166269241e+20	0.0303423468577597	0.009418249965397408
-1183	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_stairway	1.4503402795295572e+20	0.028097300869446104	0.00872138876343199
-1184	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_corridor	5.13218822594678e+19	0.009942538226258839	0.0030861591143361757
-1185	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_central	4.594623357182909e+19	0.008901119045692326	0.002762903098336003
-1186	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_mixed	4.096028259139977e+19	0.007935195622101874	0.0024630809292251524
-1187	XGBoost_3_AutoML_20190416_022142	supply_area	9.343426040233963e+20	1.0	0.30631707650558293
-1188	XGBoost_3_AutoML_20190416_022142	city	6.131125941833365e+20	0.6561967650230193	0.2010042746742722
-1189	XGBoost_3_AutoML_20190416_022142	exclusive_use_area	4.944941131853736e+20	0.5292428184865167	0.16211611292036465
-1190	XGBoost_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.755396877945311e+20	0.187875076057364	0.057549344046155776
-1191	XGBoost_3_AutoML_20190416_022142	heat_fuel_cogeneration	1.4261622827175536e+20	0.1526380448217089	0.046755639653313995
-1192	XGBoost_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.4002265626369222e+20	0.14986221934088964	0.04590535690713975
-1193	XGBoost_3_AutoML_20190416_022142	room_count	8.698132693438274e+19	0.09309361101573475	0.0285161627676878
-1194	XGBoost_3_AutoML_20190416_022142	heat_type_individual	7.436779990928065e+19	0.0795937160406082	0.02438091440577463
-1195	XGBoost_3_AutoML_20190416_022142	total_household_count_in_sites	7.193606721673311e+19	0.07699110252167395	0.023583689441380777
-1196	XGBoost_3_AutoML_20190416_022142	floor	6.644806603292174e+19	0.07111745279171477	0.021784490227681877
-1197	XGBoost_3_AutoML_20190416_022142	bathroom_count	6.327441807832305e+19	0.06772078871910098	0.02074403401908727
-1198	XGBoost_3_AutoML_20190416_022142	heat_fuel_gas	4.9812798152298725e+19	0.053313204319056604	0.016330744886158235
-1199	XGBoost_3_AutoML_20190416_022142	total_household_count_of_area_type	4.5199071440290185e+19	0.04837526539585942	0.014818169871241349
-1200	XGBoost_3_AutoML_20190416_022142	heat_type_district	4.380590664501428e+19	0.04688420120882914	0.014361431448588058
-1201	XGBoost_3_AutoML_20190416_022142	front_door_structure_stairway	2.1839309191444955e+19	0.023373984122528668	0.007159850482700895
-1202	XGBoost_3_AutoML_20190416_022142	front_door_structure_mixed	1.4788885491889471e+19	0.01582811853832489	0.004848422997243501
-1203	XGBoost_3_AutoML_20190416_022142	heat_type_central	6.117621124294509e+18	0.006547513832668301	0.0020056152956028184
-1204	XGBoost_3_AutoML_20190416_022142	front_door_structure_corridor	5.547390204874064e+18	0.005937212090068789	0.0018186694500234733
-1205	DRF_1_AutoML_20190416_022142	city	6.907008196699079e+20	1.0	0.18703113875544292
-1206	DRF_1_AutoML_20190416_022142	supply_area	6.894123679640149e+20	0.9981345733649067	0.1866822458876167
-1207	DRF_1_AutoML_20190416_022142	exclusive_use_area	6.538627117241566e+20	0.9466656084708911	0.17705594677292505
-1208	DRF_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.8671213531170655e+20	0.41510322146241097	0.07763722821116753
-1209	DRF_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.930921506828588e+20	0.27955975320130544	0.05228637899143073
-1210	DRF_1_AutoML_20190416_022142	floor	1.8870745664096253e+20	0.2732115718802064	0.05109907140991955
-1211	DRF_1_AutoML_20190416_022142	total_household_count_in_sites	1.8712062386757016e+20	0.27091414768697797	0.05066938154685573
-1212	DRF_1_AutoML_20190416_022142	room_count	1.7962591280799783e+20	0.2600632686288727	0.04863992928012072
-1213	DRF_1_AutoML_20190416_022142	total_household_count_of_area_type	1.3600847125207738e+20	0.1969137249859889	0.03682899822070562
-1214	DRF_1_AutoML_20190416_022142	bathroom_count	1.174380189261035e+20	0.17002733395079533	0.03180040588836923
-1215	DRF_1_AutoML_20190416_022142	heat_fuel_gas	1.0129650213509608e+20	0.14665756757536003	0.027429531870722907
-1216	DRF_1_AutoML_20190416_022142	heat_type_district	1.0004770321654717e+20	0.14484955043829376	0.02709137636668805
-1217	DRF_1_AutoML_20190416_022142	heat_type_individual	5.821088995548437e+19	0.08427800908547332	0.01576261201129764
-1218	DRF_1_AutoML_20190416_022142	heat_fuel_cogeneration	4.5106725657696535e+19	0.06530573639575735	0.01221420624536127
-1219	DRF_1_AutoML_20190416_022142	front_door_structure_corridor	2.1063397029862965e+19	0.030495688480476034	0.005703643343634675
-1220	DRF_1_AutoML_20190416_022142	front_door_structure_stairway	1.9367923711553307e+19	0.028040973978877583	0.005244535295081218
-1221	DRF_1_AutoML_20190416_022142	heat_type_central	1.4095186013739549e+19	0.020407078741380043	0.0038167591756723004
-1222	DRF_1_AutoML_20190416_022142	front_door_structure_mixed	1.1103330212165714e+19	0.01607545538670722	0.0030066107269881705
-1223	XGBoost_3_AutoML_20190416_015849	supply_area	7.189425410894274e+20	1.0	0.23538451872135874
-1224	XGBoost_3_AutoML_20190416_015849	exclusive_use_area	6.47428193756551e+20	0.9005284243932633	0.21197044977071178
-1225	XGBoost_3_AutoML_20190416_015849	city	5.821097439797738e+20	0.8096749193582171	0.1905849412138889
-1226	XGBoost_3_AutoML_20190416_015849	apartment_building_count_in_sites	1.942425916892334e+20	0.27017818613834405	0.0635957623131838
-1227	XGBoost_3_AutoML_20190416_015849	heat_fuel_cogeneration	1.4375684404222414e+20	0.19995595729303572	0.04706653677288978
-1228	XGBoost_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.3955547817109671e+20	0.1941121441494137	0.045690993628580756
-1229	XGBoost_3_AutoML_20190416_015849	total_household_count_in_sites	1.1722167022212927e+20	0.16304734178687078	0.03837882007529946
-1230	XGBoost_3_AutoML_20190416_015849	heat_type_individual	1.0065613776698632e+20	0.14000581689666067	0.03295520182841115
-1231	XGBoost_3_AutoML_20190416_015849	bathroom_count	8.239188623520852e+19	0.11460148972455922	0.02697541650356611
-1232	XGBoost_3_AutoML_20190416_015849	room_count	7.511650575514495e+19	0.10448193209059442	0.024593429300222257
-1233	XGBoost_3_AutoML_20190416_015849	floor	7.289777045513018e+19	0.10139582273802686	0.023867006935546657
-1234	XGBoost_3_AutoML_20190416_015849	total_household_count_of_area_type	4.758216613647142e+19	0.06618354516116023	0.015578581925033015
-1235	XGBoost_3_AutoML_20190416_015849	heat_type_district	3.993024250631317e+19	0.055540241708059324	0.01307331306411948
-1236	XGBoost_3_AutoML_20190416_015849	heat_fuel_gas	2.8084708960049824e+19	0.03906391311535484	0.009195040388030774
-1237	XGBoost_3_AutoML_20190416_015849	front_door_structure_stairway	2.4306268037523177e+19	0.03380835970659272	0.007957964478294903
-1238	XGBoost_3_AutoML_20190416_015849	heat_type_central	1.6046617942414066e+19	0.02231975022384726	0.0052537236644212264
-1239	XGBoost_3_AutoML_20190416_015849	front_door_structure_corridor	1.534276007633512e+19	0.02134073197711453	0.0050232779255946144
-1240	XGBoost_3_AutoML_20190416_015849	front_door_structure_mixed	8.720184388693787e+18	0.012129181249283043	0.002855021490846618
-1241	GBM_grid_1_AutoML_20190416_022142_model_34	city	3.9895869134000987e+20	1.0	0.19327837501244322
-1242	GBM_grid_1_AutoML_20190416_022142_model_34	exclusive_use_area	3.768389099264588e+20	0.944556211222631	0.18256228961302018
-1243	GBM_grid_1_AutoML_20190416_022142_model_34	supply_area	2.9804530303649605e+20	0.7470580526405651	0.14439016645432867
-1244	GBM_grid_1_AutoML_20190416_022142_model_34	room_count	1.8994343085588506e+20	0.4760979895384885	0.09201944576469023
-1245	GBM_grid_1_AutoML_20190416_022142_model_34	apartment_building_count_in_sites	1.5208611961165054e+20	0.381207686191341	0.07367920212931577
-1246	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_in_sites	1.0364171645667718e+20	0.2597805705361842	0.05020996653303907
-1247	GBM_grid_1_AutoML_20190416_022142_model_34	total_parking_capacity_in_site	9.139439717236867e+19	0.22908235653519932	0.04427666561514447
-1248	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_district	7.707526372979533e+19	0.19319108820744665	0.037339659595620876
-1249	GBM_grid_1_AutoML_20190416_022142_model_34	bathroom_count	7.038451997049933e+19	0.17642057059615376	0.03409828120359262
-1250	GBM_grid_1_AutoML_20190416_022142_model_34	floor	6.524578525232077e+19	0.16354020270413283	0.03160878462786036
-1251	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_of_area_type	5.372384017713516e+19	0.1346601574130124	0.026026896403706846
-1252	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_gas	4.528168434595476e+19	0.1134996813676726	0.02193703397917384
-1253	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_individual	4.111756553072987e+19	0.10306221276349561	0.019919697008115116
-1254	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_corridor	3.4866811140497736e+19	0.08739453957849168	0.016891474594691525
-1255	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_cogeneration	2.9559809361827594e+19	0.07409240606475583	0.014320459844958099
-1256	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_stairway	1.7376999524232331e+19	0.04355588661539623	0.008418410987250009
-1257	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_central	1.0127109022235492e+19	0.025383853622090242	0.0049061499796313225
-1258	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_mixed	8.498256212964409e+18	0.021301093064098275	0.00411704065341774
-1259	XGBoost_grid_1_AutoML_20190416_022142_model_12	supply_area	6.338901621704428e+20	1.0	0.27969038090802445
-1260	XGBoost_grid_1_AutoML_20190416_022142_model_12	city	4.91786288725045e+20	0.7758225605539713	0.2169901074783791
-1261	XGBoost_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4533447331848546e+20	0.7025420173641096	0.19649424444045974
-1262	XGBoost_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	1.4415544779361852e+20	0.22741392183786163	0.06360548642261922
-1263	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	1.0960470226564127e+20	0.1729080348720893	0.048360714135432636
-1264	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	9.521712642326213e+19	0.15021076537493225	0.04201250618420069
-1265	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	7.912573856638829e+19	0.12482562956248035	0.03491252787941409
-1266	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	5.968109093344877e+19	0.0941505240105012	0.02633299592318718
-1267	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	4.928988361626799e+19	0.07775776713034827	0.021748099507244573
-1268	XGBoost_grid_1_AutoML_20190416_022142_model_12	floor	4.649545282404273e+19	0.07334938385041676	0.020515117108491958
-1269	XGBoost_grid_1_AutoML_20190416_022142_model_12	room_count	2.619830764660012e+19	0.041329411955056995	0.011559438972414552
-1270	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_district	2.604518086122301e+19	0.041087845206564166	0.011491875076513879
-1271	XGBoost_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.5431835911347765e+19	0.024344652799956838	0.006808965214693532
-1272	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.2569823636921254e+19	0.019829655651827944	0.0055461639425347185
-1273	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	1.2484096914326815e+19	0.01969441657144703	0.00550833887262933
-1274	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	1.2315206430742282e+19	0.019427981637347012	0.00543381958442369
-1275	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	4.0105398556908585e+18	0.0063268687464067145	0.0017695643296375691
-1276	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_central	2.7642233595195556e+18	0.004360729231157086	0.0012196540196990821
-1277	XRT_1_AutoML_20190416_022142	supply_area	1.031970088633162e+21	1.0	0.2345458123006512
-1278	XRT_1_AutoML_20190416_022142	exclusive_use_area	7.63839770199614e+20	0.7401762692669853	0.17360524432089058
-1279	XRT_1_AutoML_20190416_022142	city	7.005793247150568e+20	0.6788756112524247	0.15922743169230105
-1280	XRT_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.7749762973661816e+20	0.26890084586091256	0.06306956732077994
-1281	XRT_1_AutoML_20190416_022142	floor	2.384029896791357e+20	0.23101734469348717	0.05418415076667348
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-1283	XRT_1_AutoML_20190416_022142	total_household_count_in_sites	2.1958524399393545e+20	0.2127825664838549	0.04990725989937307
-1284	XRT_1_AutoML_20190416_022142	room_count	1.9452716289068787e+20	0.18850077636294468	0.04421206771135025
-1285	XRT_1_AutoML_20190416_022142	total_household_count_of_area_type	1.526256015888886e+20	0.1478973114337454	0.0346886950473102
-1286	XRT_1_AutoML_20190416_022142	heat_fuel_cogeneration	1.437955644437079e+20	0.1393408258897932	0.032681807194965155
-1287	XRT_1_AutoML_20190416_022142	bathroom_count	1.0739049695353294e+20	0.10406357522994779	0.02440767578321803
-1288	XRT_1_AutoML_20190416_022142	heat_fuel_gas	1.0064608383266193e+20	0.09752810177470071	0.022874807852887757
-1289	XRT_1_AutoML_20190416_022142	heat_type_district	8.337219321034755e+19	0.08078935051380559	0.018948803841502566
-1290	XRT_1_AutoML_20190416_022142	heat_type_individual	4.260708272897104e+19	0.041287129538225144	0.009683723335105227
-1291	XRT_1_AutoML_20190416_022142	front_door_structure_stairway	3.8776287460776215e+19	0.03757501102782462	0.008813061483727052
-1292	XRT_1_AutoML_20190416_022142	front_door_structure_mixed	3.02973881500188e+19	0.029358785185477135	0.006885980119488059
-1293	XRT_1_AutoML_20190416_022142	front_door_structure_corridor	2.27317300031526e+19	0.02202750860081675	0.005166459897738146
-1294	XRT_1_AutoML_20190416_022142	heat_type_central	1.494011891824355e+19	0.014477279024658209	0.0033955851687416387
-1295	GBM_grid_1_AutoML_20190416_021340_model_14	exclusive_use_area	7.65498924449835e+20	1.0	0.20264853791401577
-1296	GBM_grid_1_AutoML_20190416_021340_model_14	supply_area	6.75052992395865e+20	0.8818470814717687	0.17870502172399588
-1297	GBM_grid_1_AutoML_20190416_021340_model_14	city	6.54089017605432e+20	0.8544610537180396	0.17315528324043
-1298	GBM_grid_1_AutoML_20190416_021340_model_14	apartment_building_count_in_sites	2.7845066882338836e+20	0.36375056832837643	0.07371352083713777
-1299	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_in_sites	1.9984239561340355e+20	0.26106162821460593	0.05290375726314226
-1300	GBM_grid_1_AutoML_20190416_021340_model_14	bathroom_count	1.819686994079048e+20	0.23771254745875173	0.04817210018633212
-1301	GBM_grid_1_AutoML_20190416_021340_model_14	total_parking_capacity_in_site	1.6458390764476642e+20	0.21500214094102493	0.04356986951008185
-1302	GBM_grid_1_AutoML_20190416_021340_model_14	room_count	1.470508489376457e+20	0.1920980477449153	0.038928388511643874
-1303	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_district	1.2541370914822318e+20	0.16383263926642114	0.03320044480993461
-1304	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_individual	1.2219295811549056e+20	0.15962525120895601	0.03234782377165241
-1305	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_cogeneration	1.1697978646011157e+20	0.15281508924938736	0.03096775440758818
-1306	GBM_grid_1_AutoML_20190416_021340_model_14	floor	1.1015358726632007e+20	0.14389776882506738	0.029160672461488943
-1307	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_of_area_type	1.0095728080769463e+20	0.131884288250637	0.026726158187822195
-1308	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_gas	6.789740707628397e+19	0.08869693334328578	0.017974303859473777
-1309	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_stairway	3.137398595547195e+19	0.04098501637741748	0.008305553645265642
-1310	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_corridor	1.5780108418469069e+19	0.020614148386701198	0.004177427030907565
-1311	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_central	1.4619032935630635e+19	0.019097391869149067	0.003870058540254071
-1312	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_mixed	5.565438688244007e+18	0.007270341617062225	0.0014733240988330809
-1313	XGBoost_grid_1_AutoML_20190416_021340_model_12	supply_area	8.449281370215825e+20	1.0	0.2766229284564075
-1314	XGBoost_grid_1_AutoML_20190416_021340_model_12	city	7.002564025480255e+20	0.8287762850654581	0.22925852301002939
-1315	XGBoost_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	6.122282701752558e+20	0.7245921201457365	0.20043879421115068
-1316	XGBoost_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	1.756448890670767e+20	0.20788145331061464	0.05750477638655617
-1317	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	1.4995802805022962e+20	0.17748021574809877	0.0490950970233141
-1318	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_district	1.1544001278438801e+20	0.13662701918215236	0.03779416615243675
-1319	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	1.1098303245003522e+20	0.13135203763157471	0.03633498530836244
-1320	XGBoost_grid_1_AutoML_20190416_021340_model_12	floor	7.086515608541882e+19	0.08387122286544077	0.02320070328225823
-1321	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	5.816776271139648e+19	0.06884344379445216	0.019043675027445448
-1322	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	5.198342761957504e+19	0.06152408156606009	0.01701897161339442
-1323	XGBoost_grid_1_AutoML_20190416_021340_model_12	bathroom_count	5.118968137939052e+19	0.060584657009810236	0.016759105241580724
-1324	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	3.1641283829254062e+19	0.0374484911116717	0.010359111277584373
-1325	XGBoost_grid_1_AutoML_20190416_021340_model_12	room_count	2.70076449616665e+19	0.03196442842685996	0.00884209379787324
-1326	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.968197501877171e+19	0.02329425918771239	0.006443726192727577
-1327	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	1.621753482592859e+19	0.0191939812575023	0.0053094953041876855
-1328	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	1.319639902970708e+19	0.015618368535133771	0.004320398841900115
-1329	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_central	5.050360371584434e+18	0.005977266172466724	0.0016534488727911673
-1330	GBM_grid_1_AutoML_20190416_022142_model_20	supply_area	1.6819621675838262e+20	1.0	0.2991790988893515
-1331	GBM_grid_1_AutoML_20190416_022142_model_20	city	1.1309807060941118e+20	0.6724174466532675	0.2011732457672032
-1332	GBM_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	8.156116561800515e+19	0.4849167667972548	0.1450769613267405
-1333	GBM_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	3.701067409670747e+19	0.22004462888647533	0.06583275378569746
-1334	GBM_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	3.0300699879041663e+19	0.18015090031762873	0.05389738402113356
-1335	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_district	2.904752930226071e+19	0.17270025368042669	0.05166830627407247
-1336	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	2.618917510301981e+19	0.15570608904147415	0.046584007411013366
-1337	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	1.8931648492768068e+19	0.11255692225208475	0.033674678573137516
-1338	GBM_grid_1_AutoML_20190416_022142_model_20	floor	1.7687705017567412e+19	0.10516113476545176	0.03146201353730952
-1339	GBM_grid_1_AutoML_20190416_022142_model_20	bathroom_count	1.129794706881695e+19	0.06717123183006361	0.020096228610206157
-1340	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	9.82818039794552e+18	0.058432826774361436	0.017481880459911028
-1341	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	7.08418200506309e+18	0.042118557370643274	0.01260099204066851
-1342	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	3.570898482057183e+18	0.021230551738193097	0.0063517373379563665
-1343	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	3.0000391917414646e+18	0.01783654382697016	0.0053363211094533585
-1344	GBM_grid_1_AutoML_20190416_022142_model_20	room_count	2.474509467304067e+18	0.014712039991117943	0.00440153486736677
-1345	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.908413261359874e+18	0.01134635069765778	0.00339459097740782
-1346	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_central	6.535104040093614e+17	0.0038854048955699327	0.0011624319354768874
-1347	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	3.518386012873032e+17	0.0020918342164183553	0.0006258330758939563
-1348	XGBoost_grid_1_AutoML_20190416_022142_model_8	supply_area	8.495716297123782e+20	1.0	0.2969625084116821
-1349	XGBoost_grid_1_AutoML_20190416_022142_model_8	city	7.310119769845478e+20	0.8604477261464479	0.25552071511357727
-1350	XGBoost_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	5.153091877131266e+20	0.6065517840886285	0.1801231392845401
-1351	XGBoost_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.574594065483128e+20	0.1853397654081511	0.05503896164403725
-1352	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2567563920623849e+20	0.14792824384776818	0.043929142357968215
-1353	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	8.830277278520207e+19	0.10393799615824849	0.030865688058437247
-1354	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.373431076788581e+19	0.09856062495428902	0.029268810417048693
-1355	XGBoost_grid_1_AutoML_20190416_022142_model_8	bathroom_count	6.221623049556538e+19	0.07323247189484028	0.021747298551079774
-1356	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	5.263508177307881e+19	0.06195484869345081	0.018398267276273375
-1357	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_district	4.87952265290711e+19	0.057435094137489845	0.01705606962593008
-1358	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.641796364256359e+19	0.05463690408103477	0.01622511208775255
-1359	XGBoost_grid_1_AutoML_20190416_022142_model_8	floor	4.322693900619953e+19	0.05088086453738336	0.015109709163176362
-1360	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_central	1.8099362171006747e+19	0.021304103783614185	0.006326520099044876
-1361	XGBoost_grid_1_AutoML_20190416_022142_model_8	room_count	1.632507256068322e+19	0.019215651735228097	0.005706328140058626
-1362	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	9.235728348527722e+18	0.01087104138782797	0.003228291719576608
-1363	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	9.111644613042504e+18	0.010724986916202986	0.0031849190173181092
-1364	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	3.7435050400656916e+18	0.004406344220007738	0.0013085190324988146
-1365	XGBoost_3_AutoML_20190416_020809	supply_area	8.28011490921272e+20	1.0	0.2693616527510137
-1366	XGBoost_3_AutoML_20190416_020809	city	5.786949599310643e+20	0.6988972571952955	0.1882561203012751
-1367	XGBoost_3_AutoML_20190416_020809	exclusive_use_area	5.528853934165574e+20	0.6677267157263717	0.17985997173406176
-1368	XGBoost_3_AutoML_20190416_020809	apartment_building_count_in_sites	1.6580531552964418e+20	0.20024518662798252	0.05393837442554856
-1369	XGBoost_3_AutoML_20190416_020809	total_parking_capacity_in_site	1.4269337880365315e+20	0.17233260693627322	0.04641979582724536
-1370	XGBoost_3_AutoML_20190416_020809	heat_fuel_cogeneration	1.1569833644426422e+20	0.1397303512243949	0.03763799834528264
-1371	XGBoost_3_AutoML_20190416_020809	room_count	1.0444717469472077e+20	0.1261421801991051	0.033977866140047136
-1372	XGBoost_3_AutoML_20190416_020809	bathroom_count	1.0057123787713597e+20	0.12146116204889523	0.03271697935454912
-1373	XGBoost_3_AutoML_20190416_020809	total_household_count_in_sites	1.0006645648687052e+20	0.1208515311490827	0.03255276816780753
-1374	XGBoost_3_AutoML_20190416_020809	heat_type_district	8.756043531068585e+19	0.10574785044741747	0.028484415771383394
-1375	XGBoost_3_AutoML_20190416_020809	floor	7.668573754639988e+19	0.0926143397612476	0.024946751626533578
-1376	XGBoost_3_AutoML_20190416_020809	heat_type_individual	6.510214945131463e+19	0.07862469321395515	0.02117847731115237
-1377	XGBoost_3_AutoML_20190416_020809	heat_fuel_gas	5.770909483879996e+19	0.06969600720708716	0.01877343169144756
-1378	XGBoost_3_AutoML_20190416_020809	total_household_count_of_area_type	4.5264641915724235e+19	0.05466668326711426	0.014725108155246082
-1379	XGBoost_3_AutoML_20190416_020809	front_door_structure_stairway	2.2444238498814755e+19	0.027106192057603666	0.007301368692422524
-1380	XGBoost_3_AutoML_20190416_020809	front_door_structure_corridor	1.1824823145242558e+19	0.014280989182995373	0.0038467508492509824
-1381	XGBoost_3_AutoML_20190416_020809	front_door_structure_mixed	1.1634848426683793e+19	0.014051554301183053	0.0037849498902872824
-1382	XGBoost_3_AutoML_20190416_020809	heat_type_central	6.877159358715658e+18	0.008305632752830411	0.0022372189654453513
-1383	XGBoost_grid_1_AutoML_20190416_022142_model_4	supply_area	1.2621511062816492e+21	1.0	0.2751538337195414
-1384	XGBoost_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	8.487698482412179e+20	0.6724787895973326	0.18503511705278292
-1385	XGBoost_grid_1_AutoML_20190416_022142_model_4	city	8.298262304648698e+20	0.6574697960766149	0.18090533494528568
-1386	XGBoost_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	2.9426458392587665e+20	0.2331452885960641	0.06415081997085591
-1387	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	2.9254690047268592e+20	0.23178437115548037	0.0637763583197035
-1388	XGBoost_grid_1_AutoML_20190416_022142_model_4	floor	2.5173807780703555e+20	0.19945161601820136	0.05487987678896599
-1389	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_district	1.9058800855255246e+20	0.15100252862276756	0.04154892465189927
-1390	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	1.627776651270281e+20	0.12896844467900362	0.03548616198227443
-1391	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.2690779591678938e+20	0.10054881328010332	0.02766639144997076
-1392	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	1.1953000252566825e+20	0.09470340114648294	0.02605800389173439
-1393	XGBoost_grid_1_AutoML_20190416_022142_model_4	bathroom_count	5.37539184172246e+19	0.042589130691004125	0.011718562584412366
-1394	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	3.5016689968526393e+19	0.02774365905496613	0.0076337741503817984
-1395	XGBoost_grid_1_AutoML_20190416_022142_model_4	room_count	2.954546513313163e+19	0.023408817681247234	0.006441025927836962
-1396	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	2.47664202508172e+19	0.019622389211209526	0.005399175618201268
-1397	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	2.2411642377097708e+19	0.017756703033065	0.004885824913767244
-1398	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.6351073811656868e+19	0.012954925706025664	0.0035645974735647977
-1399	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	1.3163683061222605e+19	0.01042956187710628	0.002869733934500969
-1400	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_central	1.2965286083595076e+19	0.010272372316648645	0.0028264826243203614
-1401	XGBoost_grid_1_AutoML_20190416_021340_model_4	supply_area	5.974870738011978e+20	1.0	0.2504935394855415
-1402	XGBoost_grid_1_AutoML_20190416_021340_model_4	city	4.719177089908537e+20	0.7898375206488151	0.19784919616580612
-1403	XGBoost_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	3.791151628787458e+20	0.6345160916483508	0.1589421816575276
-1404	XGBoost_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	1.3955051717463219e+20	0.23356240376350784	0.05850587320947223
-1405	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	1.2662685750175308e+20	0.21193237988590477	0.05308769196921466
-1406	XGBoost_grid_1_AutoML_20190416_021340_model_4	bathroom_count	9.849286183347657e+19	0.1648451759916201	0.041292651601257925
-1407	XGBoost_grid_1_AutoML_20190416_021340_model_4	room_count	8.332246010039999e+19	0.13945483300635206	0.03493253471812624
-1408	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	8.099554165230508e+19	0.135560324572402	0.03395698551594979
-1409	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	7.15585213120339e+19	0.11976580657516216	0.0300005607983531
-1410	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	6.764091300375639e+19	0.11320899810171053	0.028358122636109415
-1411	XGBoost_grid_1_AutoML_20190416_021340_model_4	floor	6.6385860063068684e+19	0.11110844564506392	0.027831947816368954
-1412	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_district	6.286731730106922e+19	0.10521954374863529	0.02635681593664943
-1413	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	5.260035039978062e+19	0.08803596379941495	0.022052440174136444
-1414	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	4.1147129199377514e+19	0.06886697805460544	0.017250733086571227
-1415	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	2.712240099025748e+19	0.045394121780251144	0.011370934236572818
-1416	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	9.468408098709307e+18	0.015847050947013015	0.003969583882124992
-1417	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_central	5.358026265024528e+18	0.008967601978293688	0.0022463263602403296
-1418	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	3.582345222736052e+18	0.005995686567652855	0.0015018807499772812
-1419	GBM_grid_1_AutoML_20190416_015849_model_11	supply_area	7.250339410604227e+20	1.0	0.22929535214592975
-1420	GBM_grid_1_AutoML_20190416_015849_model_11	city	6.507494577442484e+20	0.8975434402318779	0.2058025391942377
-1421	GBM_grid_1_AutoML_20190416_015849_model_11	exclusive_use_area	3.6456888792605996e+20	0.5028300983990452	0.11529660448198159
-1422	GBM_grid_1_AutoML_20190416_015849_model_11	room_count	2.5428357916673232e+20	0.3507195522389219	0.08041836323508639
-1423	GBM_grid_1_AutoML_20190416_015849_model_11	total_parking_capacity_in_site	2.141653729486276e+20	0.29538668580865723	0.06773079414171516
-1424	GBM_grid_1_AutoML_20190416_015849_model_11	apartment_building_count_in_sites	1.5889482337642086e+20	0.21915501382462718	0.050251226069463986
-1425	GBM_grid_1_AutoML_20190416_015849_model_11	bathroom_count	1.5658845260162584e+20	0.2159739616777142	0.04952182559724302
-1426	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_in_sites	1.1984002082423597e+20	0.16528884240779118	0.03789996332568756
-1427	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_individual	9.47844378114067e+19	0.13073103539508307	0.02997601879731758
-1428	GBM_grid_1_AutoML_20190416_015849_model_11	floor	8.186427898355044e+19	0.11291096091834968	0.0258899585449083
-1429	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_gas	7.837225644201293e+19	0.10809460358143641	0.02478559019328014
-1430	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_cogeneration	7.42396496300401e+19	0.10239472309594004	0.023478634090168538
-1431	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_district	6.916833696487676e+19	0.09540013652838417	0.02187480790004562
-1432	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_of_area_type	3.989291628557343e+19	0.055022136242651905	0.012616320105580192
-1433	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_stairway	3.870596269706366e+19	0.05338503552047916	0.012240940518991238
-1434	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_corridor	2.6205634792087618e+19	0.036144011070377874	0.008287653746348678
-1435	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_central	1.1035133003452908e+19	0.015220160572501066	0.0034899120781892276
-1436	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_mixed	3.615743987941376e+18	0.004986999619153068	0.0011434958338253202
-1437	GBM_grid_1_AutoML_20190416_015849_model_6	city	3.13386568876529e+20	1.0	0.1722129584283133
-1438	GBM_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	2.6401988657208413e+20	0.8424735224568771	0.14508485769982085
-1439	GBM_grid_1_AutoML_20190416_015849_model_6	supply_area	2.5835020648494557e+20	0.8243818725579551	0.1419692411478782
-1440	GBM_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	2.038479956382287e+20	0.6504681945017965	0.11201905213867788
-1441	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.3700349409084257e+20	0.43717091827512394	0.07528649717498147
-1442	GBM_grid_1_AutoML_20190416_015849_model_6	bathroom_count	1.1405957153766873e+20	0.3639580724424951	0.06267829639918845
-1443	GBM_grid_1_AutoML_20190416_015849_model_6	room_count	9.973965524281642e+19	0.3182639753847038	0.054809180762155726
-1444	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	7.9341093311851e+19	0.25317324094738264	0.04359971281843295
-1445	GBM_grid_1_AutoML_20190416_015849_model_6	floor	6.44932882903639e+19	0.2057946788261164	0.03544051046945007
-1446	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	6.350695159345814e+19	0.20264733048747602	0.03489849630084837
-1447	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	6.120100303112818e+19	0.19528917033850524	0.033631325773004796
-1448	GBM_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	6.0147604921021104e+19	0.19192783256999957	0.03305245985161361
-1449	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	4.762394757832691e+19	0.15196550301774495	0.026170428853732632
-1450	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.9031822798151483e+19	0.06072954200423892	0.010458414092546504
-1451	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.3096180743858553e+19	0.04178922150622961	0.007196645466003895
-1452	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_district	1.2248977347843195e+19	0.03908584018694548	0.006731088171250139
-1453	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_central	4.5371440778665e+18	0.014477787271266519	0.0024932625774805846
-1454	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	4.1264407507642614e+18	0.013167254632377163	0.0022675718746205838
-1455	GBM_grid_1_AutoML_20190416_020809_model_1	supply_area	6.618927705972466e+20	1.0	0.30478842669730877
-1456	GBM_grid_1_AutoML_20190416_020809_model_1	city	4.3800964999954406e+20	0.6617531864025561	0.20169471254556598
-1457	GBM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	2.824971003120226e+20	0.426801912426263	0.13008428339980324
-1458	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.1627837720642768e+20	0.1756755510435717	0.05354387481175297
-1459	GBM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.1524839869399224e+20	0.17411944020781492	0.05306959023835603
-1460	GBM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.0962663972163866e+20	0.1656259814149641	0.0504808822956646
-1461	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	8.450987988183994e+19	0.127679110025003	0.038915115066633255
-1462	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	7.423613119283121e+19	0.11215733800181202	0.03418425859213056
-1463	GBM_grid_1_AutoML_20190416_020809_model_1	room_count	6.925587128458727e+19	0.10463306801507369	0.03189094818082681
-1464	GBM_grid_1_AutoML_20190416_020809_model_1	floor	5.113443311911803e+19	0.07725485968516899	0.023546387138164003
-1465	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	4.3680865784657084e+19	0.06599387049543157	0.02011416795996853
-1466	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	3.990330007338615e+19	0.06028665343690059	0.01837467425187883
-1467	GBM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	2.323173071686048e+19	0.03509893407038993	0.010697748894066713
-1468	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	1.9975414881015824e+19	0.03017923109054565	0.009198280363021914
-1469	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	1.9898132407722705e+19	0.030062471281818045	0.009162693324618349
-1470	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	1.6666805172642513e+19	0.025180521548231343	0.007674731546103112
-1471	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	3.946716504233345e+18	0.00596277324599285	0.0018173842763989656
-1472	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	1.654448203015127e+18	0.0024995713452531996	0.0007618404177373982
-1473	XGBoost_grid_1_AutoML_20190416_022142_model_17	supply_area	8.151869280323811e+20	1.0	0.302734832980139
-1474	XGBoost_grid_1_AutoML_20190416_022142_model_17	city	6.275493050013377e+20	0.7698225810809493	0.23305211050788066
-1475	XGBoost_grid_1_AutoML_20190416_022142_model_17	exclusive_use_area	4.9336518742253135e+20	0.6052172458326438	0.18322034183384514
-1476	XGBoost_grid_1_AutoML_20190416_022142_model_17	apartment_building_count_in_sites	1.6876898315161672e+20	0.20703102239258775	0.06267550198572747
-1477	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_cogeneration	1.312959468232434e+20	0.16106238006067244	0.048759192727051336
-1478	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_parking_capacity_in_site	9.696870122286744e+19	0.11895271855857778	0.03601113138536452
-1479	XGBoost_grid_1_AutoML_20190416_022142_model_17	bathroom_count	7.080279618393788e+19	0.08685467559549166	0.026293935709945322
-1480	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_individual	6.640892341897291e+19	0.08146465692140613	0.024662189306886205
-1481	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_in_sites	6.377099271379878e+19	0.07822867433328819	0.023682544658545683
-1482	XGBoost_grid_1_AutoML_20190416_022142_model_17	floor	4.067378944361995e+19	0.049895046209578436	0.015104968480793044
-1483	XGBoost_grid_1_AutoML_20190416_022142_model_17	room_count	2.9052430925097337e+19	0.03563898036886002	0.01078916076954929
-1484	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_of_area_type	2.8737112980483736e+19	0.035252175902582956	0.010672061584054933
-1485	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_stairway	1.738404519474312e+19	0.021325225659227676	0.006455888628210065
-1486	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_district	1.466189849595111e+19	0.017985934258465813	0.005444968803728408
-1487	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_gas	1.3499810362903495e+19	0.01656038621164844	0.0050134057538699876
-1488	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_corridor	6.315300670584914e+18	0.0077470583168306835	0.0023453044056331333
-1489	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_central	4.995715743195595e+18	0.006128306982612892	0.0018552519908323335
-1490	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_mixed	3.3045563587575153e+18	0.004053740614724689	0.0012272084879434845
-1491	GBM_grid_1_AutoML_20190416_022142_model_38	supply_area	4.364130746735203e+21	1.0	0.17287070069403654
-1492	GBM_grid_1_AutoML_20190416_022142_model_38	exclusive_use_area	3.424121136636947e+21	0.7846055343778425	0.1356353084963166
-1493	GBM_grid_1_AutoML_20190416_022142_model_38	city	2.923857349378958e+21	0.6699747370232411	0.11581900223651055
-1494	GBM_grid_1_AutoML_20190416_022142_model_38	total_parking_capacity_in_site	2.180451536588631e+21	0.4996302043012396	0.08637142350545993
-1495	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_in_sites	2.1168205996659782e+21	0.48504976649692894	0.08385089300580291
-1496	GBM_grid_1_AutoML_20190416_022142_model_38	apartment_building_count_in_sites	1.9684382509431888e+21	0.4510493303656801	0.0779732137878911
-1497	GBM_grid_1_AutoML_20190416_022142_model_38	room_count	1.4711070107300602e+21	0.3370904989110586	0.058273070744057055
-1498	GBM_grid_1_AutoML_20190416_022142_model_38	bathroom_count	1.2520688133533619e+21	0.28689993174242817	0.04959659222938482
-1499	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_of_area_type	1.2440828053141271e+21	0.2850700122228975	0.049280252759829855
-1500	GBM_grid_1_AutoML_20190416_022142_model_38	floor	1.0779789327951232e+21	0.24700885361914443	0.0427005936027722
-1501	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_gas	7.032871139910133e+20	0.16115170575884805	0.027858408292571267
-1502	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_district	5.133140227094573e+20	0.1176211375182713	0.02033324845921319
-1503	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_individual	5.093687638827645e+20	0.11671711812571661	0.020176969993381262
-1504	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_cogeneration	4.9874994446449456e+20	0.11428391434826016	0.019756340351440988
-1505	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_stairway	3.8386199207036636e+20	0.08795840783586346	0.015205431594517552
-1506	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_corridor	3.325166638249479e+20	0.07619310307641514	0.013171555116872836
-1507	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_central	1.5303873648595567e+20	0.035067404110301605	0.006062126720068776
-1508	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_mixed	1.2786289328932677e+20	0.029298593628291437	0.005064868409872575
-1509	GBM_grid_1_AutoML_20190416_022142_model_14	exclusive_use_area	1.5362337760476974e+20	1.0	0.2965614964954262
-1510	GBM_grid_1_AutoML_20190416_022142_model_14	city	9.501268762923998e+19	0.6184780539956699	0.18341677724253488
-1511	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_in_sites	4.212734381553982e+19	0.2742248248435324	0.08132452443179408
-1512	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	3.922261001681607e+19	0.2553166752896486	0.07571709530413498
-1513	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_corridor	3.685509979844693e+19	0.23990554284820415	0.07114674680461101
-1514	GBM_grid_1_AutoML_20190416_022142_model_14	supply_area	3.1943572561078518e+19	0.20793432001775441	0.0616653131172241
-1515	GBM_grid_1_AutoML_20190416_022142_model_14	total_parking_capacity_in_site	2.8919992550508462e+19	0.1882525498489661	0.05582845790228921
-1516	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_of_area_type	2.3446157474509357e+19	0.1526210257844337	0.045261519803298685
-1517	GBM_grid_1_AutoML_20190416_022142_model_14	floor	2.0559145604202103e+19	0.1338282358111867	0.039688301885508315
-1518	GBM_grid_1_AutoML_20190416_022142_model_14	apartment_building_count_in_sites	1.99412838410664e+19	0.12980631041956248	0.038495553672575275
-1519	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_district	7.179226538947117e+18	0.04673264350050467	0.013859102691696917
-1520	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_cogeneration	6.122773985538081e+18	0.03985574383926303	0.011819679036910209
-1521	GBM_grid_1_AutoML_20190416_022142_model_14	bathroom_count	3.9588520889470157e+18	0.025769854501780595	0.007642346615517448
-1522	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	3.7044825477622006e+18	0.02411405481067344	0.0071513001812260465
-1523	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_stairway	2.3315418944897024e+18	0.015176999300771214	0.004500913624946748
-1524	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.8799598245783798e+18	0.012237459258414393	0.0036291592309771804
-1525	GBM_grid_1_AutoML_20190416_022142_model_14	room_count	1.187141742437073e+18	0.007727611259083619	0.0022917119593287424
-1526	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_mixed	0.0	0.0	0.0
-1527	GBM_grid_1_AutoML_20190416_020809_model_4	supply_area	1.4804033903389993e+20	1.0	0.30652195180708497
-1528	GBM_grid_1_AutoML_20190416_020809_model_4	city	8.878568708821431e+19	0.5997398254261169	0.18383342186605375
-1529	GBM_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	8.174683354951791e+19	0.5521929636407994	0.1692592649893165
-1530	GBM_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.6455657139174113e+19	0.17870573190943587	0.05477722974399394
-1531	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	2.5314531195310047e+19	0.1709975224355116	0.05241449433110881
-1532	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_district	2.2009060592634036e+19	0.14866934739722634	0.045570418538083385
-1533	GBM_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	2.1505288554042884e+19	0.14526640977982605	0.044527343457720095
-1534	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.376985591624342e+19	0.09301421495049565	0.028510898712429667
-1535	GBM_grid_1_AutoML_20190416_020809_model_4	floor	1.3402826840263885e+19	0.09053496450852329	0.027750954027937723
-1536	GBM_grid_1_AutoML_20190416_020809_model_4	bathroom_count	1.3291099966207427e+19	0.08978025890067627	0.0275196201919807
-1537	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.0658871328334938e+19	0.07199977653316608	0.022069512032620017
-1538	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	6.227876851793002e+18	0.04206878268744625	0.012895005379504129
-1539	GBM_grid_1_AutoML_20190416_020809_model_4	room_count	5.074132362732765e+18	0.03427533600534942	0.010506142891203359
-1540	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.8940795310505984e+18	0.019549263058549735	0.005992278269096808
-1541	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_central	1.9068949732408689e+18	0.012880914659376772	0.00394828310245266
-1542	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.14657120648115e+18	0.00774499176348546	0.00237400999207336
-1543	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.38540723426558e+17	0.0049887802760127335	0.0015291706673401112
-1544	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.0	0.0	0.0
-1545	GBM_grid_1_AutoML_20190416_015849_model_9	supply_area	7.163329162115988e+20	1.0	0.3747607999901005
-1546	GBM_grid_1_AutoML_20190416_015849_model_9	city	3.756479541156239e+20	0.5244041501014323	0.19652611881014145
-1547	GBM_grid_1_AutoML_20190416_015849_model_9	exclusive_use_area	2.772239480983252e+20	0.3870043408928532	0.1450340563926472
-1548	GBM_grid_1_AutoML_20190416_015849_model_9	apartment_building_count_in_sites	1.0191358324497606e+20	0.14227125535980764	0.05331768947423738
-1549	GBM_grid_1_AutoML_20190416_015849_model_9	total_parking_capacity_in_site	8.53385773976482e+19	0.11913256457482109	0.044646215204932255
-1550	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_district	7.365051370769167e+19	0.102816039917864	0.03853142137143282
-1551	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_in_sites	5.8549055751723155e+19	0.08173442044428998	0.030630856792429335
-1552	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_cogeneration	5.526431314225398e+19	0.07714892320532338	0.028912392178801816
-1553	GBM_grid_1_AutoML_20190416_015849_model_9	floor	4.81876803840272e+19	0.06726995129425682	0.025210140762330777
-1554	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_individual	4.150278602659096e+19	0.05793784577998003	0.021712833434208382
-1555	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_of_area_type	3.408171145975405e+19	0.04757803346521996	0.017830381883381603
-1556	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_stairway	1.3284114768836166e+19	0.01854461028971081	0.006949792987676672
-1557	GBM_grid_1_AutoML_20190416_015849_model_9	bathroom_count	1.2627982304472465e+19	0.017628650057373973	0.006606526998247
-1558	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_corridor	1.0749710779998536e+19	0.015006584978461553	0.005623879791647676
-1559	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_mixed	2.611355784008696e+18	0.0036454499366287995	0.00136617173457487
-1560	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_central	2.3921719893022474e+18	0.0033394695890194438	0.0012515022947235388
-1561	GBM_grid_1_AutoML_20190416_015849_model_9	room_count	2.08197886838571e+18	0.0029064403174385344	0.0010892198984867466
-1562	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_gas	0.0	0.0	0.0
-1563	GBM_grid_1_AutoML_20190416_022142_model_10	supply_area	3.1538570267736995e+21	1.0	0.23678048877278532
-1564	GBM_grid_1_AutoML_20190416_022142_model_10	city	2.659844517273478e+21	0.8433624272418012	0.19969176773491631
-1565	GBM_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	2.5078578814739085e+21	0.7951717088581441	0.18828114588172232
-1566	GBM_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	8.686405742221066e+20	0.2754216715748525	0.06521447801411112
-1567	GBM_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	5.884325515659974e+20	0.18657553166509458	0.04417744558070338
-1568	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	5.7302879828113464e+20	0.1816914316078956	0.04302098598194462
-1569	GBM_grid_1_AutoML_20190416_022142_model_10	bathroom_count	5.324320494182497e+20	0.16881933610126632	0.03997312491635496
-1570	GBM_grid_1_AutoML_20190416_022142_model_10	room_count	4.099946214893929e+20	0.12999784644924284	0.030780953621661212
-1571	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	3.988744599532292e+20	0.1264719537274858	0.02994609101964317
-1572	GBM_grid_1_AutoML_20190416_022142_model_10	floor	3.42327966719407e+20	0.10854263963563314	0.025700779265613514
-1573	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	2.7652112267366472e+20	0.08767712687234192	0.02076023295502663
-1574	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	2.7326336647758768e+20	0.08664418334686777	0.020515652082190177
-1575	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.6568278795793256e+20	0.08424059356606854	0.019946528919083262
-1576	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_district	2.601050798194342e+20	0.08247205805822905	0.019527774217125003
-1577	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	1.0941671216557064e+20	0.034692984252840606	0.008214621768374142
-1578	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	6.2397025391543845e+19	0.019784354478292288	0.004684549123424093
-1579	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_central	2.422907792320679e+19	0.007682364075962063	0.0018190339208367845
-1580	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.2844851077446631e+19	0.00407274361786353	0.0009643462244839686
-1581	XGBoost_grid_1_AutoML_20190416_021340_model_9	supply_area	4.466805922102321e+20	1.0	0.2471254641630362
-1582	XGBoost_grid_1_AutoML_20190416_021340_model_9	city	4.2314646940745413e+20	0.947313307958315	0.2341052409370199
-1583	XGBoost_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.379215463277459e+20	0.7565171897343185	0.1869546616604092
-1584	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.2051537605038807e+20	0.2698021318859249	0.0666749770744859
-1585	XGBoost_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.185503640535989e+20	0.26540298844639004	0.06558783671007108
-1586	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	8.682208246630869e+19	0.19437173671840552	0.04803420565671143
-1587	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	6.8561103081135145e+19	0.153490221596345	0.03793134225648405
-1588	XGBoost_grid_1_AutoML_20190416_021340_model_9	floor	4.3786586026691e+19	0.09802661407344661	0.024224872503231312
-1589	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	4.363233773945356e+19	0.09768129285303226	0.024139534836351072
-1590	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	2.6982785003762483e+19	0.060407336862898495	0.01492819116109668
-1591	XGBoost_grid_1_AutoML_20190416_021340_model_9	room_count	2.1885172020462748e+19	0.048995126276187975	0.012107943322729527
-1592	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_district	1.900404913443386e+19	0.04254505224952672	0.010513965785004919
-1593	XGBoost_grid_1_AutoML_20190416_021340_model_9	bathroom_count	1.863090347526901e+19	0.04170967756418729	0.010307523428140362
-1594	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	1.2860395972840129e+19	0.02879103367622323	0.007114997560970273
-1595	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	7.577715391376392e+18	0.01696450556286965	0.004192361311520573
-1596	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	5.336907395434021e+18	0.011947927643389044	0.002952637164658889
-1597	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_central	4.308044337544954e+18	0.009644574697611565	0.002383419998802333
-1598	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	1.3028940660017725e+18	0.0029168360764341423	0.0007208244692762769
-1599	GBM_grid_1_AutoML_20190416_022142_model_44	supply_area	6.078077760347591e+20	1.0	0.3058106416810628
-1600	GBM_grid_1_AutoML_20190416_022142_model_44	city	3.940894557178922e+20	0.648378436828941	0.19828102581882293
-1601	GBM_grid_1_AutoML_20190416_022142_model_44	exclusive_use_area	3.281963395917881e+20	0.5399673260728722	0.16512775447315275
-1602	GBM_grid_1_AutoML_20190416_022142_model_44	apartment_building_count_in_sites	1.1541483836615845e+20	0.189887071072217	0.05806948705153226
-1603	GBM_grid_1_AutoML_20190416_022142_model_44	total_parking_capacity_in_site	1.1297736182486742e+20	0.18587679572300586	0.05684310217367226
-1604	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_district	7.639983813489905e+19	0.12569736871962942	0.03843959298577102
-1605	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_of_area_type	7.3745062911587385e+19	0.12132958119208083	0.03710387707924485
-1606	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_in_sites	6.401148669311897e+19	0.10531534675439608	0.0322065537698255
-1607	GBM_grid_1_AutoML_20190416_022142_model_44	floor	5.997226360271641e+19	0.09866978667822561	0.030174270778601756
-1608	GBM_grid_1_AutoML_20190416_022142_model_44	heat_fuel_cogeneration	5.2405037552269e+19	0.08621975502543107	0.026366918609911114
-1609	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_individual	3.719031670450002e+19	0.0611876290019251	0.018711828088021524
-1610	GBM_grid_1_AutoML_20190416_022142_model_44	bathroom_count	2.7852215027333333e+19	0.045824051822825854	0.01401348269236465
-1611	GBM_grid_1_AutoML_20190416_022142_model_44	room_count	1.5625802956626985e+19	0.025708461741913255	0.007861921181927547
-1612	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_stairway	1.0224991945386623e+19	0.016822739603782035	0.005144572793066012
-1613	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_corridor	6.308215967411339e+18	0.010378636496829859	0.0031738974868700367
-1614	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_central	3.8849440168395407e+18	0.0063917313499743215	0.001954659465588613
-1615	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_mixed	1.4238939462489866e+18	0.002342671486597693	0.0007164138705643698
-1616	GBM_grid_1_AutoML_20190416_022142_model_44	heat_fuel_gas	0.0	0.0	0.0
-1617	XGBoost_grid_1_AutoML_20190416_020809_model_6	supply_area	4.02468789852708e+20	1.0	0.23586783743966896
-1618	XGBoost_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	3.326278112563765e+20	0.8264685850003641	0.1949373578558591
-1619	XGBoost_grid_1_AutoML_20190416_020809_model_6	city	3.205536958397683e+20	0.7964684564909535	0.18786129242143226
-1620	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	1.1452951160347322e+20	0.28456743601258555	0.06712030573803993
-1621	XGBoost_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	1.103971071016399e+20	0.2742997963694081	0.06469849977979385
-1622	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	9.079971971141625e+19	0.2256068594651683	0.05321340205360456
-1623	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	7.390730684738201e+19	0.1836348773141638	0.04331356139059074
-1624	XGBoost_grid_1_AutoML_20190416_020809_model_6	bathroom_count	5.738292691344346e+19	0.142577333597579	0.03362940734357521
-1625	XGBoost_grid_1_AutoML_20190416_020809_model_6	floor	4.332637443976908e+19	0.10765151368786953	0.025391529730664705
-1626	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	3.81922268841016e+19	0.09489487842791204	0.022382649758891905
-1627	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	3.4066546995383763e+19	0.08464394719364733	0.019964784776923133
-1628	XGBoost_grid_1_AutoML_20190416_020809_model_6	room_count	3.1194893103493284e+19	0.07750885010216498	0.018281844856033118
-1629	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_district	1.786216012950012e+19	0.04438147896147961	0.01046816346501836
-1630	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	1.6769837108746519e+19	0.041667422497242076	0.009828004836109499
-1631	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	6.987595955876921e+18	0.017361833096261155	0.00409509802640359
-1632	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_central	6.431847253861728e+18	0.0159809839073872	0.00376940011439357
-1633	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	6.187235603495518e+18	0.015373205971473883	0.00362604484700615
-1634	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	2.646205904562684e+18	0.006574934432881414	0.0015508155659913554
-1635	GBM_grid_1_AutoML_20190416_022142_model_32	supply_area	4.037022483850262e+21	1.0	0.17886540845789153
-1636	GBM_grid_1_AutoML_20190416_022142_model_32	exclusive_use_area	3.1950407565161424e+21	0.7914349670574315	0.14156033865058543
-1637	GBM_grid_1_AutoML_20190416_022142_model_32	total_parking_capacity_in_site	2.1499098127656645e+21	0.5325483871754941	0.09525448479573613
-1638	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_in_sites	1.982413483536873e+21	0.49105832119274445	0.08783334719678673
-1639	GBM_grid_1_AutoML_20190416_022142_model_32	city	1.7754013045401374e+21	0.4397798901647111	0.07866140968587773
-1640	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_of_area_type	1.75029261071764e+21	0.43356028303521343	0.07754893711621252
-1641	GBM_grid_1_AutoML_20190416_022142_model_32	apartment_building_count_in_sites	1.6366401927337833e+21	0.40540774773512217	0.07251342239063648
-1642	GBM_grid_1_AutoML_20190416_022142_model_32	floor	1.4618297362351653e+21	0.3621059189249208	0.06476822309352612
-1643	GBM_grid_1_AutoML_20190416_022142_model_32	room_count	1.1778126886410912e+21	0.2917528186560325	0.0521844870776524
-1644	GBM_grid_1_AutoML_20190416_022142_model_32	bathroom_count	9.555284514642214e+20	0.23669138710193596	0.0423359016324527
-1645	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_cogeneration	4.9030551924131444e+20	0.12145226369254486	0.021723608753502585
-1646	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_gas	4.5046913984364125e+20	0.11158450111330856	0.019958607369201988
-1647	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_individual	4.3354862346240105e+20	0.10739316543238799	0.019208922400649996
-1648	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_district	3.2470481842755286e+20	0.08043175873468743	0.014386459379066453
-1649	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_corridor	2.884018647812727e+20	0.07143925156102002	0.01277801091038791
-1650	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_stairway	2.1420092675662335e+20	0.05305913643372424	0.00949044411064108
-1651	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_mixed	1.3724838611667386e+20	0.03399742921069264	0.0060809640622887925
-1652	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_central	1.0939812602101472e+20	0.02709871606082252	0.004847022916903446
-1653	GBM_grid_1_AutoML_20190416_022142_model_23	city	4.0621933836426124e+20	1.0	0.24225899348114338
-1654	GBM_grid_1_AutoML_20190416_022142_model_23	supply_area	3.997210311300586e+20	0.9840029594347487	0.23838356653512857
-1655	GBM_grid_1_AutoML_20190416_022142_model_23	exclusive_use_area	2.863508973634705e+20	0.7049169508190587	0.17077247099322182
-1656	GBM_grid_1_AutoML_20190416_022142_model_23	apartment_building_count_in_sites	1.1289979787659759e+20	0.277928171345105	0.0673305990501199
-1657	GBM_grid_1_AutoML_20190416_022142_model_23	total_parking_capacity_in_site	8.128371925189866e+19	0.20009810359892488	0.04847556517536109
-1658	GBM_grid_1_AutoML_20190416_022142_model_23	room_count	6.486166866613397e+19	0.15967154327835525	0.038681867362195164
-1659	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_cogeneration	6.348830827429757e+19	0.15629070868449627	0.03786282977636066
-1660	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_in_sites	5.997628781527407e+19	0.1476450827200469	0.035768349132198715
-1661	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_individual	5.5692317834575086e+19	0.1370991298908453	0.03321349721449672
-1662	GBM_grid_1_AutoML_20190416_022142_model_23	floor	3.4295164050100716e+19	0.08442523733163061	0.020452773020367482
-1663	GBM_grid_1_AutoML_20190416_022142_model_23	bathroom_count	3.137879521933184e+19	0.07724594143076995	0.01871352402152168
-1664	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_gas	2.2481243662159184e+19	0.05534262291077834	0.013407248122971628
-1665	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_of_area_type	2.1889132461345997e+19	0.05388500840331185	0.013054127899509282
-1666	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_stairway	1.4118081144364728e+19	0.03475482285312792	0.008419668403014209
-1667	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_district	9.737019888886612e+18	0.023969858077399854	0.005806913691716743
-1668	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_corridor	8.8855272980113e+18	0.021873718109509478	0.005299104932900025
-1669	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_mixed	2.0045347668833075e+18	0.0049346118649964904	0.0011954541036341576
-1670	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_central	1.5148980497788436e+18	0.003729261280073324	0.0009034470841387638
-1671	XGBoost_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	8.919500799934695e+20	1.0	0.2344245425879374
-1672	XGBoost_grid_1_AutoML_20190416_020809_model_8	supply_area	8.217264361662998e+20	0.9212695358156324	0.21596818953378105
-1673	XGBoost_grid_1_AutoML_20190416_020809_model_8	city	5.816057982183455e+20	0.6520609294890178	0.1528590851349283
-1674	XGBoost_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	2.7776256805844707e+20	0.311410441333758	0.07300225026677393
-1675	XGBoost_grid_1_AutoML_20190416_020809_model_8	floor	2.4548120573410646e+20	0.2752185478092045	0.06451798218188914
-1676	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.4231440113987905e+20	0.27166811974685084	0.06368567470738051
-1677	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.6774045599452994e+20	0.18806036319404565	0.04408596462068553
-1678	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	1.437580139225961e+20	0.16117271262944294	0.037782839435814244
-1679	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	1.4110833163714429e+20	0.1582020505432069	0.03708644333506503
-1680	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_district	7.256588506930925e+19	0.08135644213389223	0.019071946733819685
-1681	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	6.70569799704306e+19	0.07518019390829761	0.017624082568625105
-1682	XGBoost_grid_1_AutoML_20190416_020809_model_8	bathroom_count	4.857790585681792e+19	0.05446258366519076	0.012767366263869616
-1683	XGBoost_grid_1_AutoML_20190416_020809_model_8	room_count	2.890357904092902e+19	0.03240492903049086	0.007596510665567394
-1684	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	2.026429177000467e+19	0.022719087339678288	0.005325911657619482
-1685	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	1.9697423157141963e+19	0.022083548843099134	0.0051769258362618885
-1686	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	1.4714697044316914e+19	0.01649722038751838	0.0038673533433163914
-1687	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_central	1.0503291532516262e+19	0.011775649521319806	0.0027605012527112597
-1688	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	9.118054765832438e+18	0.01022260659015715	0.0023964298739540244
-1689	XGBoost_grid_1_AutoML_20190416_022142_model_7	supply_area	8.01618426780044e+20	1.0	0.3076070107898263
-1690	XGBoost_grid_1_AutoML_20190416_022142_model_7	city	6.984931025564216e+20	0.871353600692716	0.26803447645003825
-1691	XGBoost_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	5.0634663742656637e+20	0.6316554366900835	0.19430164072937892
-1692	XGBoost_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	1.4029362870533436e+20	0.17501297876705313	0.05383521924795655
-1693	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	8.754314219180419e+19	0.10920799630748151	0.03359314529849077
-1694	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	8.595042483217996e+19	0.10722111912699818	0.03298196794819578
-1695	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	5.181748492666457e+19	0.06464108507935132	0.019884050955470096
-1696	XGBoost_grid_1_AutoML_20190416_022142_model_7	floor	4.804464711539307e+19	0.05993455927451633	0.018436290621439626
-1697	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	4.765965971599707e+19	0.059454296612712974	0.018288558459648333
-1698	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_district	4.181808637901852e+19	0.05216707224033534	0.01604695715350648
-1699	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	2.6831718703175827e+19	0.03347193353694972	0.01029620142065684
-1700	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	2.156222786319889e+19	0.02689836852904	0.008274126738341131
-1701	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	1.1763382435482436e+19	0.01467454095676644	0.004513991678423802
-1702	XGBoost_grid_1_AutoML_20190416_022142_model_7	bathroom_count	1.1524361801743466e+19	0.014376368377701522	0.004422271702678149
-1703	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.019384717901824e+19	0.012716582900876017	0.003911710053599489
-1704	XGBoost_grid_1_AutoML_20190416_022142_model_7	room_count	8.699353041393943e+18	0.01085223686328877	0.0033382241418994187
-1705	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	4.3515055582897766e+18	0.0054284001127182	0.0016698139320444013
-1706	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_central	1.4706670334556242e+18	0.0018346222895137619	0.0005643426784057155
-1707	GBM_grid_1_AutoML_20190416_022142_model_8	supply_area	8.113334652324681e+20	1.0	0.2870514655600605
-1708	GBM_grid_1_AutoML_20190416_022142_model_8	city	6.77219927504072e+20	0.8346998571173578	0.23960181728831068
-1709	GBM_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	4.553644119011046e+20	0.5612543194808696	0.16110887495889803
-1710	GBM_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.4455165900771086e+20	0.17816553267193663	0.05114267726576825
-1711	GBM_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2514889397169658e+20	0.15425087135514395	0.044277938686410424
-1712	GBM_grid_1_AutoML_20190416_022142_model_8	room_count	1.0008172650435707e+20	0.1233546140928392	0.035409122758945186
-1713	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.919663175811885e+19	0.10993831214956935	0.03155795362373329
-1714	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_district	7.751929930164942e+19	0.09554554646582725	0.02742648914075257
-1715	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	7.10787516122771e+19	0.08760732135203025	0.025147809987891463
-1716	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	6.246313242865225e+19	0.0769882361634805	0.022099586021611127
-1717	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	5.186779418070509e+19	0.06392907035560726	0.01835093333746928
-1718	GBM_grid_1_AutoML_20190416_022142_model_8	floor	4.780194971477082e+19	0.05891775917448977	0.016912429118551987
-1719	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.6102342232740725e+19	0.05682292695708195	0.016311104460442642
-1720	GBM_grid_1_AutoML_20190416_022142_model_8	bathroom_count	2.318537310761019e+19	0.028576872643811112	0.008203033173529179
-1721	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	1.9921046230045557e+19	0.024553463013309403	0.007048107542545204
-1722	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	1.916535188827511e+19	0.023622040393445058	0.0067807413144573515
-1723	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_central	2.48303975339026e+18	0.003060442912556066	0.0008785046233121187
-1724	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	1.9542314227177882e+18	0.0024086661113600807	0.0006914111373107631
-1725	GBM_grid_1_AutoML_20190416_020809_model_2	supply_area	9.227605420504504e+20	1.0	0.3750408415936733
-1726	GBM_grid_1_AutoML_20190416_020809_model_2	city	5.000138726630417e+20	0.5418674183358224	0.20322241260485788
-1727	GBM_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	3.5065997787376334e+20	0.3800118902944937	0.1425199791516496
-1728	GBM_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	1.4065483146919831e+20	0.15242831163613868	0.05716684227872016
-1729	GBM_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	9.855741636016656e+19	0.10680714212287817	0.04005704046997931
-1730	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	7.791729612262526e+19	0.08443934539017736	0.03166820315875098
-1731	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	6.634194996670182e+19	0.07189508755899392	0.02696359414457591
-1732	GBM_grid_1_AutoML_20190416_020809_model_2	floor	6.3154769222988464e+19	0.06844112458759163	0.025668216964947813
-1733	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_district	5.039330070934585e+19	0.05461146030081408	0.02048152803187679
-1734	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	4.895837206440051e+19	0.05305642128521333	0.01989832489075489
-1735	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	4.354993154197501e+19	0.047195268498589515	0.01770015321695039
-1736	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	4.273192127918873e+19	0.04630878687577479	0.01736768640307263
-1737	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	1.7028642354715689e+19	0.01845402092819946	0.006921011539699186
-1738	GBM_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.470746555634103e+19	0.015938550562272443	0.005977607416657972
-1739	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.110714881604898e+19	0.012036870141161405	0.004514317907894931
-1740	GBM_grid_1_AutoML_20190416_020809_model_2	room_count	7.004443772549333e+18	0.0075907491200099195	0.0028468409382949554
-1741	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.8832754549181645e+18	0.0031246193606320524	0.0011718598746713303
-1742	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_central	2.001654183857488e+18	0.0021692021847939513	0.0008135394129719584
-1743	XGBoost_grid_1_AutoML_20190416_015849_model_6	supply_area	8.201676277452762e+20	1.0	0.246840765793381
-1744	XGBoost_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	7.98374146198477e+20	0.9734280154330015	0.24028171677421317
-1745	XGBoost_grid_1_AutoML_20190416_015849_model_6	city	7.341820185410074e+20	0.8951609326002637	0.22096221011136621
-1746	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.4838437182418452e+20	0.1809195666892001	0.04465832438856881
-1747	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	1.4519613994735501e+20	0.1770322736908233	0.043698782007986235
-1748	XGBoost_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	1.3768471631104049e+20	0.16787387316120939	0.04143811540781383
-1749	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	1.055048345118971e+20	0.12863813559910986	0.031753135901517064
-1750	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	8.880615559667699e+19	0.10827805511028775	0.02672743804204134
-1751	XGBoost_grid_1_AutoML_20190416_015849_model_6	bathroom_count	7.72755067874459e+19	0.09421916224599608	0.02325713016121248
-1752	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	6.181341341561337e+19	0.07536680469277322	0.018603599785764324
-1753	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_district	5.311751229097483e+19	0.06476421464841309	0.01598644833982119
-1754	XGBoost_grid_1_AutoML_20190416_015849_model_6	floor	4.616552896696576e+19	0.05628791896344344	0.013894153021852151
-1755	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	3.356776893860597e+19	0.04092793692782921	0.010102683293608559
-1756	XGBoost_grid_1_AutoML_20190416_015849_model_6	room_count	2.918491547917458e+19	0.03558408609640795	0.008783603062094941
-1757	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_central	1.6313958697149661e+19	0.019891005381422314	0.004909911000750546
-1758	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.3081196599395222e+19	0.015949418334586987	0.0039369666356684424
-1759	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.2826370486006972e+19	0.01563871829624386	0.003860273200271792
-1760	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	1.0125572317296722e+18	0.0012345735157985869	0.00030474307206794987
-1761	XGBoost_grid_1_AutoML_20190416_021340_model_1	city	6.979421152895104e+20	1.0	0.27559463882157853
-1762	XGBoost_grid_1_AutoML_20190416_021340_model_1	supply_area	6.038627634986709e+20	0.8652046498844466	0.23844576299165438
-1763	XGBoost_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	5.196257120341008e+20	0.7445111860294561	0.20518329141241304
-1764	XGBoost_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.5555913379616706e+20	0.22288257204774098	0.061425241943121635
-1765	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.1332631163115143e+20	0.16237207806859888	0.044748874210024665
-1766	XGBoost_grid_1_AutoML_20190416_021340_model_1	bathroom_count	7.860599502189206e+19	0.11262537866666182	0.031038950555782183
-1767	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	7.361560201448653e+19	0.10547522552633229	0.02906840668355409
-1768	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	6.60869468319415e+19	0.0946882920291008	0.02609558564239219
-1769	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	5.8005351649834435e+19	0.08310911518181344	0.022904426581312844
-1770	XGBoost_grid_1_AutoML_20190416_021340_model_1	floor	4.069683520733813e+19	0.05830975709275955	0.016069856445753046
-1771	XGBoost_grid_1_AutoML_20190416_021340_model_1	room_count	3.4860513137893835e+19	0.049947570685619815	0.013765282703118657
-1772	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	3.288500300408265e+19	0.047117092211066476	0.012985218010231876
-1773	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	1.952716817962736e+19	0.02797820585956097	0.007710643538741478
-1774	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_district	1.5964942920167981e+19	0.022874308012700493	0.006304036655053733
-1775	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	1.0854998913962738e+19	0.015552864164759596	0.004286285982127993
-1776	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	5.686477876031914e+18	0.008147492107813454	0.0022454051447545107
-1777	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_central	3.3667667266570813e+18	0.00482384807121222	0.0013294266669159
-1778	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	2.0226178848695255e+18	0.002897973686586504	0.0007986660114692461
-1779	GBM_grid_1_AutoML_20190416_022142_model_43	exclusive_use_area	1.44828973432422e+20	1.0	0.33558676010427274
-1780	GBM_grid_1_AutoML_20190416_022142_model_43	city	9.556208280331407e+19	0.6598271087511633	0.22142924165477254
-1781	GBM_grid_1_AutoML_20190416_022142_model_43	apartment_building_count_in_sites	4.85659343742147e+19	0.3353330015618444	0.11253331555018041
-1782	GBM_grid_1_AutoML_20190416_022142_model_43	supply_area	2.796369451127354e+19	0.19308080316071255	0.06479536117103435
-1783	GBM_grid_1_AutoML_20190416_022142_model_43	total_parking_capacity_in_site	2.5310443211077976e+19	0.1747609101357607	0.058647447625333894
-1784	GBM_grid_1_AutoML_20190416_022142_model_43	bathroom_count	2.4273141951201542e+19	0.16759866051613992	0.05624389148042729
-1785	GBM_grid_1_AutoML_20190416_022142_model_43	room_count	1.295917279894464e+19	0.08947914558678731	0.03002801656436849
-1786	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_district	1.116663349462329e+19	0.07710220703755594	0.025874479856622255
-1787	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_in_sites	8.428780821984313e+18	0.058198167274293555	0.01953053439958669
-1788	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_of_area_type	7.398227264967541e+18	0.05108250849005427	0.017142613522176317
-1789	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_mixed	6.640980412778676e+18	0.04585394935411452	0.015387978301732701
-1790	GBM_grid_1_AutoML_20190416_022142_model_43	floor	6.496816296435384e+18	0.044858539990044424	0.015053932098266965
-1791	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_cogeneration	4.984632116231799e+18	0.03441736827995716	0.011550013112386388
-1792	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_gas	2.1051301852201615e+18	0.014535283481812614	0.004877848690858648
-1793	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_central	1.8668761859636593e+18	0.012890212101342788	0.004325784516146515
-1794	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_individual	1.316900194872197e+18	0.0090927952029341	0.003051421682444328
-1795	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_stairway	9.346563518654054e+17	0.006453517757629631	0.002165715115558319
-1796	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_corridor	7.663138373883658e+17	0.005291163910278851	0.0017756445538311344
-1797	GBM_grid_1_AutoML_20190416_022142_model_24	supply_area	5.9163549051036e+20	1.0	0.3103922260471974
-1798	GBM_grid_1_AutoML_20190416_022142_model_24	city	4.3250769381415295e+20	0.7310374390168187	0.2269083380202727
-1799	GBM_grid_1_AutoML_20190416_022142_model_24	exclusive_use_area	3.6048246939854674e+20	0.6092982506637411	0.18912144035018186
-1800	GBM_grid_1_AutoML_20190416_022142_model_24	apartment_building_count_in_sites	1.18281071665724e+20	0.19992220474078	0.062054298165754265
-1801	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_cogeneration	7.384009590059932e+19	0.12480673841405787	0.038739041362029686
-1802	GBM_grid_1_AutoML_20190416_022142_model_24	total_parking_capacity_in_site	7.046318782844345e+19	0.11909898739789948	0.03696739981840113
-1803	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_gas	6.672980489242306e+19	0.11278871190580574	0.035008739361439084
-1804	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_in_sites	5.5733347210477175e+19	0.09420217026263951	0.02923962132629778
-1805	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_of_area_type	3.0609645054260675e+19	0.051737337508025436	0.016058867358871177
-1806	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_individual	2.769177429060826e+19	0.046805465079048286	0.01452805249706016
-1807	GBM_grid_1_AutoML_20190416_022142_model_24	floor	2.6597272037808407e+19	0.04495550463827806	0.013953839157750236
-1808	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_district	1.899390943820251e+19	0.032104073779985504	0.009964854925753164
-1809	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_stairway	1.3526861647481668e+19	0.022863506102064717	0.007096654554263548
-1810	GBM_grid_1_AutoML_20190416_022142_model_24	room_count	7.25852166827488e+18	0.012268570403059311	0.0038080688778223412
-1811	GBM_grid_1_AutoML_20190416_022142_model_24	bathroom_count	4.4861118949307187e+18	0.0075825604901776315	0.002353567829683763
-1812	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_corridor	2.897473448567636e+18	0.00489739627700191	0.00152011373225388
-1813	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_mixed	2.366095421782098e+18	0.003999245244299059	0.0012413346338866526
-1814	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_central	1.9890848418066596e+18	0.0033620106868349356	0.0010435419810811628
-1815	XGBoost_grid_1_AutoML_20190416_021340_model_11	supply_area	5.833331045973025e+20	1.0	0.22215747515498302
-1816	XGBoost_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	4.694895299198871e+20	0.8048395097411691	0.1788011133890725
-1817	XGBoost_grid_1_AutoML_20190416_021340_model_11	city	4.013980590413007e+20	0.6881112281779402	0.1528690530778056
-1818	XGBoost_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	1.989336536510932e+20	0.34102925426875064	0.07576219808233235
-1819	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	1.9162350221531283e+20	0.32849756117921336	0.07297818878614361
-1820	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	1.5471924765003455e+20	0.26523309997440186	0.058923515817842304
-1821	XGBoost_grid_1_AutoML_20190416_021340_model_11	room_count	1.2481269850029477e+20	0.21396470990011415	0.047533859723677754
-1822	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.0920121668261957e+20	0.18720215914714014	0.04158835901968996
-1823	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	8.284773495999142e+19	0.14202474419343034	0.03155185857954482
-1824	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	8.140171004369856e+19	0.1395458433649044	0.0310011522303199
-1825	XGBoost_grid_1_AutoML_20190416_021340_model_11	floor	7.971951002975941e+19	0.13666207078165551	0.030360500594304167
-1826	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.510540184569669e+19	0.0773235763412308	0.017178010489921413
-1827	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.140972776046251e+19	0.07098813256801062	0.015770544297276458
-1828	XGBoost_grid_1_AutoML_20190416_021340_model_11	bathroom_count	3.2763111145027404e+19	0.05616535541497349	0.012477553550172766
-1829	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.2286682900094517e+19	0.021062893230749336	0.0046792791796022555
-1830	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.085014786866099e+19	0.01860026078264711	0.00413218697269713
-1831	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.019711157056045e+18	0.006890936114162435	0.0015308729685766164
-1832	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.8492680570006405e+18	0.003170175055086685	0.0007042780860373671
-1833	XGBoost_grid_1_AutoML_20190416_021340_model_3	supply_area	3.8940120850579954e+20	1.0	0.2460347170556068
-1834	XGBoost_grid_1_AutoML_20190416_021340_model_3	city	3.768731443205012e+20	0.9678273618272252	0.23811913112583574
-1835	XGBoost_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	3.584030378237247e+20	0.9203952889591168	0.22644919449836978
-1836	XGBoost_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	1.013224506095116e+20	0.26020065782102614	0.06401839522467893
-1837	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	9.173163937884013e+19	0.23557101872084693	0.05795864893748463
-1838	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	6.337633840817137e+19	0.16275331720555633	0.040042966348530475
-1839	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	5.3898640535718986e+19	0.138414158349784	0.034054688286079056
-1840	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	3.829109936771773e+19	0.09833328333686321	0.024193401542933955
-1841	XGBoost_grid_1_AutoML_20190416_021340_model_3	floor	3.4073487112778285e+19	0.08750226339441577	0.021528594615970266
-1842	XGBoost_grid_1_AutoML_20190416_021340_model_3	room_count	2.3667816819645743e+19	0.06078002919010778	0.014953997284419691
-1843	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	2.1376718261360525e+19	0.05489638397216775	0.01350641629796824
-1844	XGBoost_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.1481962434353168e+19	0.029486201335664736	0.0072546292026649285
-1845	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	4.5061496697132155e+18	0.0115719971363317	0.0028471130412056622
-1846	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	4.3261137116358246e+18	0.011109656614153507	0.002733361221648209
-1847	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	3.771517572684448e+18	0.009685428525392665	0.0023829516668072877
-1848	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_central	3.120272712384119e+18	0.008013002127952171	0.0019714767113166876
-1849	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_district	2.2971711610054246e+18	0.005899239937698374	0.0014514178289147552
-1850	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	7.896118015861719e+17	0.0020277589908260694	0.0004988991095648548
-1851	GBM_grid_1_AutoML_20190416_020809_model_7	supply_area	1.6696219527611102e+20	1.0	0.3696646400715778
-1852	GBM_grid_1_AutoML_20190416_020809_model_7	city	6.963670253003027e+19	0.4170806595760777	0.15417997190300703
-1853	GBM_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	6.681896209129616e+19	0.400204141906468	0.14794132007300914
-1854	GBM_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.983806057044561e+19	0.17871147729641074	0.06606331393143762
-1855	GBM_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.655430312339492e+19	0.1590438067700366	0.05879287158525915
-1856	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	1.8172245498277134e+19	0.10884048013518915	0.040234476914392414
-1857	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	1.785933658363999e+19	0.10696634980215373	0.039541677199383646
-1858	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.629967164305834e+19	0.09762492410993412	0.0360884824331139
-1859	GBM_grid_1_AutoML_20190416_020809_model_7	floor	1.6101817824174932e+19	0.09643990244346519	0.035650421825301634
-1860	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_district	7.067212692355809e+18	0.04232822095246484	0.015647246563263134
-1861	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	4.576211100390916e+18	0.027408666332058473	0.010132014774482367
-1862	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	4.313869825026818e+18	0.02583740479629431	0.009551174944405794
-1863	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	2.315139654904447e+18	0.013866250686724754	0.005125862569250374
-1864	GBM_grid_1_AutoML_20190416_020809_model_7	bathroom_count	2.0969580650467164e+18	0.012559478279372802	0.004642795017631146
-1865	GBM_grid_1_AutoML_20190416_020809_model_7	room_count	1.7897447580804055e+18	0.010719461103878301	0.00396260573072645
-1866	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	6.368449688282071e+17	0.003814306392983364	0.0014100141998849135
-1867	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_central	6.192736735047188e+17	0.00370906523168676	0.0013711102638734895
-1868	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	0.0	0.0	0.0
-1869	GBM_grid_1_AutoML_20190416_021340_model_3	supply_area	1.4549672883420293e+20	1.0	0.35852996467509546
-1870	GBM_grid_1_AutoML_20190416_021340_model_3	city	6.571094464156769e+19	0.45163176635020374	0.1619235212356895
-1871	GBM_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	5.560374557588796e+19	0.38216491890515136	0.13701757487512464
-1872	GBM_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	2.404833140573995e+19	0.16528434418029844	0.05925939008030872
-1873	GBM_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	2.18659437611162e+19	0.15028477915838903	0.05388159656286174
-1874	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	1.764710774973504e+19	0.12128869075705714	0.04348563001261627
-1875	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_district	1.594692302410036e+19	0.1096033096542828	0.03929607073862356
-1876	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	1.328268870225494e+19	0.0912920091653118	0.03273092082115773
-1877	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	1.2950930859782832e+19	0.08901183527322276	0.03191341015617397
-1878	GBM_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.0684248056704008e+19	0.07343290905790033	0.0263278982905185
-1879	GBM_grid_1_AutoML_20190416_021340_model_3	floor	1.0611175613433643e+19	0.07293068166175294	0.02614783471991891
-1880	GBM_grid_1_AutoML_20190416_021340_model_3	room_count	4.930154063854567e+18	0.033884982180407634	0.012148781464157786
-1881	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	3.6304081745210245e+18	0.024951819904198418	0.008945975108831602
-1882	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	2.2657337871050998e+18	0.015572403622125131	0.0055831733205468515
-1883	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	5.121100819411763e+17	0.0035197360521055992	0.0012619308424270804
-1884	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_central	4.760054529796342e+17	0.0032715886933929214	0.0011729625786736058
-1885	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	1.5151680829626778e+17	0.0010413760468039447	0.00037336451727410885
-1886	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.0	0.0	0.0
-1887	GBM_grid_1_AutoML_20190416_015849_model_3	supply_area	1.2313319009082042e+20	1.0	0.282753227274686
-1888	GBM_grid_1_AutoML_20190416_015849_model_3	city	5.441833570170359e+19	0.4419469329233311	0.12496192156822104
-1889	GBM_grid_1_AutoML_20190416_015849_model_3	bathroom_count	5.125683515156857e+19	0.41627147898761185	0.11770210410615388
-1890	GBM_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	3.296467801467781e+19	0.2677156174575171	0.07569745482794822
-1891	GBM_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	3.1993270486653993e+19	0.25982653793876725	0.07346679213379508
-1892	GBM_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.5673103927360356e+19	0.20849865018866498	0.05895366622326084
-1893	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	2.336827466786747e+19	0.18978046983621175	0.05366104031989507
-1894	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	2.336039116949632e+19	0.189716445681836	0.05364293728362179
-1895	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	1.968415425081796e+19	0.15986066986731481	0.04520112031927641
-1896	GBM_grid_1_AutoML_20190416_015849_model_3	floor	1.6627149086763516e+19	0.1350338529725388	0.038181257719320794
-1897	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1109054269699916e+19	0.09021982019231463	0.025509945323518843
-1898	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	7.891200450106491e+18	0.06408670517093003	0.01812072271248177
-1899	GBM_grid_1_AutoML_20190416_015849_model_3	room_count	6.535213991256392e+18	0.05307434970568176	0.0150069436647868
-1900	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.9221648532884685e+18	0.015610452810251408	0.0044139059113177765
-1901	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.6144177334268723e+18	0.013111150066331524	0.0037072199945379514
-1902	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_district	1.5314195863757128e+18	0.012437098277452003	0.0035166296758819917
-1903	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.202133720920752e+18	0.009762873194742084	0.002760483903286848
-1904	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.1943574249333064e+18	0.00969971966171244	0.002742627038008918
-1905	GBM_grid_1_AutoML_20190416_022142_model_17	supply_area	1.8852558862163535e+20	1.0	0.42474741493821905
-1906	GBM_grid_1_AutoML_20190416_022142_model_17	city	6.7710059091003965e+19	0.3591558025944999	0.15255049871207516
-1907	GBM_grid_1_AutoML_20190416_022142_model_17	total_household_count_in_sites	4.077886317281673e+19	0.2163041286382538	0.0918746194795623
-1908	GBM_grid_1_AutoML_20190416_022142_model_17	total_parking_capacity_in_site	2.1782919638102835e+19	0.11554357049016002	0.04907683287842736
-1909	GBM_grid_1_AutoML_20190416_022142_model_17	floor	2.1336860964853645e+19	0.11317753266733474	0.04807186442953627
-1910	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_district	1.847774810258958e+19	0.09801188389165467	0.0416302943162052
-1911	GBM_grid_1_AutoML_20190416_022142_model_17	exclusive_use_area	1.6694354535988068e+19	0.08855219420369023	0.03761231557512457
-1912	GBM_grid_1_AutoML_20190416_022142_model_17	total_household_count_of_area_type	1.2793966778824786e+19	0.06786329045497297	0.028824757189951283
-1913	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_individual	1.1290717779864322e+19	0.05988957712538652	0.02543794306575102
-1914	GBM_grid_1_AutoML_20190416_022142_model_17	apartment_building_count_in_sites	9.860230062383563e+18	0.05230181289698938	0.022215059824578647
-1915	GBM_grid_1_AutoML_20190416_022142_model_17	bathroom_count	8.438688521262203e+18	0.04476150204839499	0.01901233228380757
-1916	GBM_grid_1_AutoML_20190416_022142_model_17	heat_fuel_cogeneration	8.28874812058239e+18	0.04396617022221654	0.01867451714662018
-1917	GBM_grid_1_AutoML_20190416_022142_model_17	room_count	5.733274190421688e+18	0.030411119425958567	0.012917044361553357
-1918	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_stairway	3.572558194859311e+18	0.018949990932155727	0.008048959661535838
-1919	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_central	3.1216875089711596e+18	0.01655842865573163	0.007033149766960939
-1920	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_mixed	2.9519264870553354e+18	0.015657961917200293	0.006650678847531905
-1921	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_corridor	1.267047100718252e+18	0.00672082293964441	0.0028546521698714455
-1922	GBM_grid_1_AutoML_20190416_022142_model_17	heat_fuel_gas	1.228171393217069e+18	0.006514613757191172	0.002767065352687909
-1923	GBM_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	8.419353719238925e+19	1.0	0.17703441568926814
-1924	GBM_grid_1_AutoML_20190416_021340_model_8	city	8.405487558198716e+19	0.9983530611134055	0.17674285082580393
-1925	GBM_grid_1_AutoML_20190416_021340_model_8	supply_area	6.876083156734391e+19	0.8166996406175415	0.14458394367036173
-1926	GBM_grid_1_AutoML_20190416_021340_model_8	room_count	5.534113821870994e+19	0.6573086256282454	0.11636624846561233
-1927	GBM_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	3.85428347539203e+19	0.4577885196324121	0.08104432308237913
-1928	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	3.03469959156408e+19	0.3604432944335785	0.0638108680191634
-1929	GBM_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	2.2657673496975376e+19	0.26911416544004685	0.04764246903238373
-1930	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	1.6950898086538904e+19	0.20133253277867028	0.03564278729971232
-1931	GBM_grid_1_AutoML_20190416_021340_model_8	floor	1.5991216850025316e+19	0.18993401849222766	0.03362485798328617
-1932	GBM_grid_1_AutoML_20190416_021340_model_8	bathroom_count	1.5523714401499611e+19	0.18438130667947386	0.032641836892024406
-1933	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	1.3437988122608534e+19	0.15960830926846095	0.028256163770493985
-1934	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_gas	1.1374016780784632e+19	0.1350937038646334	0.023916234926974398
-1935	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_district	7.244579311078867e+18	0.08604673889071081	0.015233234141484012
-1936	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	5.445378615560634e+18	0.0646769193592317	0.011450040627343498
-1937	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	3.123575645313958e+18	0.037099945547795755	0.006567967182157687
-1938	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_central	1.298653936848208e+18	0.015424627354480611	0.0027306898909251766
-1939	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	8.865362254757888e+17	0.010529742009175594	0.0018641267239531414
-1940	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.027862249069609e+17	0.004784051583277239	0.0008469417766728041
-1941	GBM_grid_1_AutoML_20190416_022142_model_45	supply_area	1.3217046318760434e+20	1.0	0.35414021774565685
-1942	GBM_grid_1_AutoML_20190416_022142_model_45	city	8.109362688559573e+19	0.6135533229575693	0.2172839073907649
-1943	GBM_grid_1_AutoML_20190416_022142_model_45	exclusive_use_area	6.5510837923358966e+19	0.49565414498375554	0.17553106683108455
-1944	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_district	2.2525806868432945e+19	0.1704299608639454	0.060356103450741404
-1945	GBM_grid_1_AutoML_20190416_022142_model_45	bathroom_count	1.2082783966281597e+19	0.09141818584028981	0.03237485623939316
-1946	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_in_sites	1.1277597307610071e+19	0.08532615408635222	0.030217422787540242
-1947	GBM_grid_1_AutoML_20190416_022142_model_45	apartment_building_count_in_sites	1.0771183142577373e+19	0.08149463112108964	0.028860526410324668
-1948	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_gas	9.291353741288538e+18	0.0702982611788254	0.024895441521010284
-1949	GBM_grid_1_AutoML_20190416_022142_model_45	total_parking_capacity_in_site	8.069358717201547e+18	0.06105266277040887	0.021621203287464752
-1950	GBM_grid_1_AutoML_20190416_022142_model_45	floor	7.6623404033198e+18	0.057973167518099576	0.020530630168265226
-1951	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_of_area_type	3.828066555212595e+18	0.028963101610523914	0.010256999110940523
-1952	GBM_grid_1_AutoML_20190416_022142_model_45	room_count	3.310714173628875e+18	0.025048820241551303	0.008870794654614794
-1953	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_individual	3.1193854065005036e+18	0.023601229285795954	0.008358144478336953
-1954	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_stairway	1.3288538104114708e+18	0.01005409059152104	0.003560557831315821
-1955	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_mixed	6.61906274799059e+17	0.005007974238991212	0.0017735250874609883
-1956	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_corridor	4.220790805616394e+17	0.0031934448165059034	0.00113092724267614
-1957	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_cogeneration	8.87041743126528e+16	0.0006711346254930274	0.00023767576240875057
-1958	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_central	0.0	0.0	0.0
-1959	GBM_grid_1_AutoML_20190416_021340_model_17	supply_area	9.12655238542817e+20	1.0	0.39783364222079587
-1960	GBM_grid_1_AutoML_20190416_021340_model_17	city	5.15447567848552e+20	0.5647779644277688	0.22468767463434638
-1961	GBM_grid_1_AutoML_20190416_021340_model_17	exclusive_use_area	2.94736054511867e+20	0.32294347532859696	0.12847777902141747
-1962	GBM_grid_1_AutoML_20190416_021340_model_17	apartment_building_count_in_sites	1.1683838926477958e+20	0.1280202910480507	0.050930778665812367
-1963	GBM_grid_1_AutoML_20190416_021340_model_17	total_parking_capacity_in_site	7.743644890147324e+19	0.08484742718960499	0.03375516099190434
-1964	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_cogeneration	6.623068818606391e+19	0.07256923029534193	0.028870481201555605
-1965	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_individual	5.494863895587298e+19	0.06020744376990181	0.023952546643783806
-1966	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_in_sites	5.34557528540043e+19	0.05857168248916641	0.023301785775665083
-1967	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_district	4.221253837450641e+19	0.04625244735559147	0.01840077959310057
-1968	GBM_grid_1_AutoML_20190416_021340_model_17	floor	4.2195012159159665e+19	0.046233243811244606	0.018393139777109515
-1969	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_gas	3.79120405350187e+19	0.0415403746496329	0.016526158546079875
-1970	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_of_area_type	3.1622304059535393e+19	0.0346486852034344	0.013784412632644105
-1971	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_stairway	2.088606779453525e+19	0.022884948129901505	0.009104402266552708
-1972	GBM_grid_1_AutoML_20190416_021340_model_17	bathroom_count	1.126640537875094e+19	0.012344645494764647	0.004911115279106758
-1973	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_corridor	1.0532548437419753e+19	0.01154055550509572	0.004591221229843487
-1974	GBM_grid_1_AutoML_20190416_021340_model_17	room_count	4.706574421660271e+18	0.005157012443357013	0.0020516330433186865
-1975	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_mixed	6.160255787173151e+17	0.0006749816937454793	0.00026853042565512584
-1976	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_central	3.642008915547259e+17	0.0003990563754788983	0.00015875805130819963
-1977	GBM_grid_1_AutoML_20190416_020809_model_5	supply_area	3.9641258129067596e+21	1.0	0.27325422040645136
-1978	GBM_grid_1_AutoML_20190416_020809_model_5	city	3.317715714140971e+21	0.8369350194029795	0.22869602625781943
-1979	GBM_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	2.7087876676989034e+21	0.6833253523082914	0.18672153642896588
-1980	GBM_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	7.742977618530659e+20	0.1953262329192573	0.053373717501280594
-1981	GBM_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	5.606837983838145e+20	0.14143945597243393	0.03864892827646004
-1982	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.9203071455794613e+20	0.12412086239945967	0.03391654949114078
-1983	GBM_grid_1_AutoML_20190416_020809_model_5	bathroom_count	4.050766906963043e+20	0.1021856292697419	0.02792265446284598
-1984	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	3.705549810713934e+20	0.09347709900248548	0.025543011813780842
-1985	GBM_grid_1_AutoML_20190416_020809_model_5	room_count	3.3157882438692005e+20	0.08364487910735217	0.02285631623147139
-1986	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	3.301669459037394e+20	0.0832887152140207	0.022758992944462174
-1987	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.165123133085288e+20	0.07984416445058311	0.02181775491094859
-1988	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	3.047464833601629e+20	0.07687608762767865	0.021006715392599372
-1989	GBM_grid_1_AutoML_20190416_020809_model_5	floor	2.7754484716396138e+20	0.07001413685214171	0.01913165838296258
-1990	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	1.4485865145027894e+20	0.036542395041710085	0.009985363668907064
-1991	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	1.0121932521491923e+20	0.025533832676389884	0.006977227541975692
-1992	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	6.231621128690231e+19	0.01572003872430273	0.004295566926368569
-1993	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_central	3.2976062358071804e+19	0.008318621535851702	0.002273098442635474
-1994	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	1.1905408551465517e+19	0.0030032872601325647	0.0008206609189241513
-1995	GBM_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	1.0635831062174892e+20	1.0	0.2803815802909958
-1996	GBM_grid_1_AutoML_20190416_022142_model_2	city	9.45463539615746e+19	0.8889418552144722	0.24924292215184335
-1997	GBM_grid_1_AutoML_20190416_022142_model_2	supply_area	7.072291006711018e+19	0.6649495432343605	0.18643960374582585
-1998	GBM_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	2.270298217213277e+19	0.21345752898307413	0.05984955930128536
-1999	GBM_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	1.5746948247286972e+19	0.1480556446904199	0.04151207562930212
-2000	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.2065174188051137e+19	0.11343894160710712	0.03180618971433869
-2001	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.2008193097453273e+19	0.11290319512650994	0.031655976269473515
-2002	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_district	9.246517856131088e+18	0.08693742691170851	0.024375653143937782
-2003	GBM_grid_1_AutoML_20190416_022142_model_2	bathroom_count	8.167983810701427e+18	0.07679685548739036	0.02153242370293374
-2004	GBM_grid_1_AutoML_20190416_022142_model_2	floor	7.933620708217717e+18	0.07459333137052848	0.02091459612883869
-2005	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.922281666652144e+18	0.06508453947966926	0.018248506031821373
-2006	GBM_grid_1_AutoML_20190416_022142_model_2	room_count	4.974849211523662e+18	0.046774428650114046	0.013114688222127408
-2007	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	4.530557453460308e+18	0.0425971174887566	0.01194344711733879
-2008	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	1.4744511401615688e+18	0.013863055284934755	0.0038869453484514484
-2009	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	8.272072652357632e+17	0.007777551753126566	0.002180682251336632
-2010	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_central	7.945705990274417e+17	0.0074706959369939645	0.0020946455326878895
-2011	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	3.11245731501441e+17	0.0029263884475219863	0.0008205054174615285
-2012	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.0	0.0	0.0
-2013	GBM_grid_1_AutoML_20190416_022142_model_36	exclusive_use_area	1.3160031803009086e+20	1.0	0.3366393711841253
-2014	GBM_grid_1_AutoML_20190416_022142_model_36	city	9.241419860517742e+19	0.7022338546632281	0.23639956325803352
-2015	GBM_grid_1_AutoML_20190416_022142_model_36	total_parking_capacity_in_site	3.975360816233421e+19	0.30207835936418037	0.1016914689446899
-2016	GBM_grid_1_AutoML_20190416_022142_model_36	supply_area	3.4257448602244743e+19	0.2603143298970726	0.08763205232676746
-2017	GBM_grid_1_AutoML_20190416_022142_model_36	apartment_building_count_in_sites	1.875483602790541e+19	0.1425136071754557	0.04797569110472685
-2018	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_individual	1.6109036118011281e+19	0.12240879322440464	0.04120761917847119
-2019	GBM_grid_1_AutoML_20190416_022142_model_36	total_household_count_in_sites	1.3595654791496729e+19	0.10331019708013195	0.03477827978196368
-2020	GBM_grid_1_AutoML_20190416_022142_model_36	bathroom_count	1.2778904569035882e+19	0.09710390339720867	0.032688996979160376
-2021	GBM_grid_1_AutoML_20190416_022142_model_36	floor	9.176588916604535e+18	0.06973075030492158	0.02347411593484605
-2022	GBM_grid_1_AutoML_20190416_022142_model_36	total_household_count_of_area_type	7.803877236628521e+18	0.059299835695261295	0.01996265939977471
-2023	GBM_grid_1_AutoML_20190416_022142_model_36	heat_fuel_gas	7.574003989876834e+18	0.05755308272237619	0.019374633577368666
-2024	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_stairway	2.409613267375751e+18	0.018310086962136252	0.006163896161260199
-2025	GBM_grid_1_AutoML_20190416_022142_model_36	heat_fuel_cogeneration	1.160433780364673e+18	0.008817864559410379	0.0029684403804666943
-2026	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_corridor	1.0416435061724283e+18	0.007915205082819426	0.002664569661873724
-2027	GBM_grid_1_AutoML_20190416_022142_model_36	room_count	9.597913251153183e+17	0.007293229526207214	0.0024551882016038925
-2028	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_district	8.836416923961917e+17	0.006714586299055478	0.002260394109475579
-2029	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_central	6.501295431929037e+17	0.004940182158558685	0.0016630598153922302
-2030	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_mixed	0.0	0.0	0.0
-2031	DeepLearning_grid_1_AutoML_20190416_022142_model_1	city	1.0	1.0	0.178505869673454
-2032	DeepLearning_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	0.5029036402702332	0.5029036402702332	0.08977125166838384
-2033	DeepLearning_grid_1_AutoML_20190416_022142_model_1	supply_area	0.4551074504852295	0.4551074504852295	0.0812393512437343
-2034	DeepLearning_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.45126479864120483	0.45126479864120483	0.08055341533446438
-2035	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_district	0.3303416669368744	0.3303416669368744	0.05896792654594525
-2036	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.2992936670780182	0.2992936670780182	0.05342567632951885
-2037	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.2988487482070923	0.2988487482070923	0.05334625569953009
-2038	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.2968520224094391	0.2968520224094391	0.05298982842452058
-2039	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.27437475323677063	0.27437475323677063	0.04897750394296908
-2040	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	0.2586391866207123	0.2586391866207123	0.046168612939365014
-2041	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.24984988570213318	0.24984988570213318	0.044599671135072363
-2042	DeepLearning_grid_1_AutoML_20190416_022142_model_1	bathroom_count	0.2481069415807724	0.2481069415807724	0.04428854537889663
-2043	DeepLearning_grid_1_AutoML_20190416_022142_model_1	room_count	0.2393413633108139	0.2393413633108139	0.04272383820662695
-2044	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.20646235346794128	0.20646235346794128	0.036854741960622925
-2045	DeepLearning_grid_1_AutoML_20190416_022142_model_1	floor	0.15503717958927155	0.15503717958927155	0.027675046574302392
-2046	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.1292830854654312	0.1292830854654312	0.02307778960507428
-2047	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.11427837610244751	0.11427837610244751	0.020399360911037456
-2048	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.09207156300544739	0.09207156300544739	0.0164353144264816
-2049	GBM_grid_1_AutoML_20190416_015849_model_13	supply_area	5.887218022889397e+19	1.0	0.15785894400040468
-2050	GBM_grid_1_AutoML_20190416_015849_model_13	city	5.384655007284147e+19	0.9146348897473656	0.14438329784144568
-2051	GBM_grid_1_AutoML_20190416_015849_model_13	apartment_building_count_in_sites	5.13968997388077e+19	0.8730252479010882	0.1378148437193573
-2052	GBM_grid_1_AutoML_20190416_015849_model_13	exclusive_use_area	4.813182519333618e+19	0.8175648499206334	0.12905992386032053
-2053	GBM_grid_1_AutoML_20190416_015849_model_13	total_parking_capacity_in_site	3.728260971053554e+19	0.6332806015605577	0.09996900701829066
-2054	GBM_grid_1_AutoML_20190416_015849_model_13	room_count	3.6345638886693667e+19	0.6173652605591042	0.09745662809439488
-2055	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_cogeneration	3.1538127648336118e+19	0.5357051076708295	0.08456584259254023
-2056	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_in_sites	1.5218002889977889e+19	0.2584922595156247	0.04080531511941508
-2057	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_of_area_type	1.3149295951573156e+19	0.22335330372425366	0.03525831666491234
-2058	GBM_grid_1_AutoML_20190416_015849_model_13	floor	1.2506363124300906e+19	0.21243247788134215	0.033534366629738
-2059	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_corridor	5.943842212012884e+18	0.10096181573203733	0.015937725615822858
-2060	GBM_grid_1_AutoML_20190416_015849_model_13	bathroom_count	4.553891564102877e+18	0.0773521813936129	0.012210733670923485
-2061	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_district	1.1428838567984497e+18	0.019412969799231794	0.003064510912418479
-2062	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_individual	8.670292399316009e+17	0.01472731664702423	0.0023248386538588257
-2063	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_mixed	8.405722413882409e+17	0.014277919352062575	0.0022538972714395405
-2064	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_gas	6.605454917207327e+17	0.01121999370759744	0.0017711763583725172
-2065	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_stairway	4.2647643987797606e+17	0.007244108137661004	0.0011435472608359043
-2066	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_central	2.1894836177915085e+17	0.00371904626137309	0.000587084715509009
-2067	GBM_grid_1_AutoML_20190416_021340_model_11	supply_area	4.1106076425867986e+21	1.0	0.23381469056908838
-2068	GBM_grid_1_AutoML_20190416_021340_model_11	city	3.668224680689729e+21	0.8923801538940654	0.20865158955273638
-2069	GBM_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	2.96656864382001e+21	0.7216861597506186	0.16874082613008456
-2070	GBM_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	9.823395059458648e+20	0.23897671375117674	0.055876266378949005
-2071	GBM_grid_1_AutoML_20190416_021340_model_11	room_count	8.620887515579569e+20	0.20972294767968802	0.049036306116963364
-2072	GBM_grid_1_AutoML_20190416_021340_model_11	bathroom_count	8.507928792675815e+20	0.20697496653613454	0.04839378775619372
-2073	GBM_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	7.126995668434734e+20	0.17338058720558713	0.0405389283481612
-2074	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	5.643181680987304e+20	0.13728339388373392	0.03209887426119953
-2075	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	5.627724834484959e+20	0.13690737048655516	0.03201095446694144
-2076	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	4.8593674612778834e+20	0.11821530741425595	0.027640475523593916
-2077	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.46412029898078e+20	0.10860000970979358	0.02539227766609538
-2078	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.271788447394389e+20	0.10392109436905926	0.024298278523502623
-2079	GBM_grid_1_AutoML_20190416_021340_model_11	floor	3.7823527210154826e+20	0.09201444287286087	0.021514328488205024
-2080	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.7966537208129546e+20	0.04370774048584027	0.01021951181717076
-2081	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.6962155326388725e+20	0.04126435019158012	0.009648211271578808
-2082	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.5649285666266048e+20	0.03807049231392461	0.008901440380193141
-2083	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.392744666034864e+19	0.010686363301924183	0.0024986287287482646
-2084	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.2739340842133619e+19	0.003099138120153149	0.0007246240205944748
-2085	GBM_grid_1_AutoML_20190416_022142_model_15	supply_area	1.5642454620425e+20	1.0	0.3513246477359584
-2086	GBM_grid_1_AutoML_20190416_022142_model_15	city	6.582203489839166e+19	0.4207909595751366	0.1478342356432108
-2087	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	4.888866742524602e+19	0.312538336287772	0.109802420900284
-2088	GBM_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	4.205468368912987e+19	0.2688496448263134	0.09445350676254209
-2089	GBM_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	3.1189430729726493e+19	0.19938961938237723	0.0700504877917205
-2090	GBM_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	2.5240927687923466e+19	0.16136168076182456	0.056690335651730185
-2091	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	1.8699196341493432e+19	0.11954131749295355	0.04199781125810426
-2092	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	1.8047171652571103e+19	0.1153730158756936	0.040533384160763186
-2093	GBM_grid_1_AutoML_20190416_022142_model_15	floor	1.4200918350401372e+19	0.09078446250921926	0.03189481931094978
-2094	GBM_grid_1_AutoML_20190416_022142_model_15	bathroom_count	6.746669868487016e+18	0.04313050625493016	0.015152809916686888
-2095	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	6.029074704130638e+18	0.03854302186217133	0.013541113578406686
-2096	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	2.9123822764844646e+18	0.018618447981186063	0.006541119678380459
-2097	GBM_grid_1_AutoML_20190416_022142_model_15	room_count	2.8597236409732956e+18	0.01828180877212989	0.006422850026844689
-2098	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	2.1272148383367168e+18	0.013598983599154088	0.004777658122539886
-2099	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.7464508005419581e+18	0.011164812958840519	0.003922473979802508
-2100	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_district	1.6198873914581975e+18	0.010355710985046064	0.003638216513876703
-2101	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	3.4170560520493466e+17	0.002184475604990763	0.0007674601224111745
-2102	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	2.9147726834827264e+17	0.0018633729515039072	0.0006546488457878232
-2103	GBM_grid_1_AutoML_20190416_022142_model_35	supply_area	1.1541299998271681e+20	1.0	0.27843526478003516
-2104	GBM_grid_1_AutoML_20190416_022142_model_35	exclusive_use_area	8.80727461565783e+19	0.7631094085568114	0.21247657022765182
-2105	GBM_grid_1_AutoML_20190416_022142_model_35	city	5.592035654617583e+19	0.4845238972607067	0.13490853962603944
-2106	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_cogeneration	3.924810549244094e+19	0.34006659127064	0.09468653138328464
-2107	GBM_grid_1_AutoML_20190416_022142_model_35	apartment_building_count_in_sites	2.8124674008696226e+19	0.24368722772051604	0.0678511177738746
-2108	GBM_grid_1_AutoML_20190416_022142_model_35	total_parking_capacity_in_site	2.2710656763294646e+19	0.19677728476597597	0.054789735386510906
-2109	GBM_grid_1_AutoML_20190416_022142_model_35	floor	1.5685395387340816e+19	0.1359066603388675	0.03784120695682288
-2110	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_in_sites	1.2602998101754511e+19	0.1091991205812328	0.03040488605278254
-2111	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_mixed	8.970038510501233e+18	0.07772121435058878	0.021640326896732058
-2112	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_district	7.016822074454835e+18	0.060797501802271926	0.01692816851228025
-2113	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_of_area_type	5.974175538799968e+18	0.05176345420095315	0.014412771076371613
-2114	GBM_grid_1_AutoML_20190416_022142_model_35	bathroom_count	5.450413279304221e+18	0.047225297671149906	0.013149188261382604
-2115	GBM_grid_1_AutoML_20190416_022142_model_35	room_count	5.060962962211078e+18	0.043850891693041176	0.012209634639392565
-2116	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_central	1.6930697858913403e+18	0.014669662742887533	0.004084551430049707
-2117	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_individual	1.673915331262808e+18	0.014503698296669164	0.004038341075522824
-2118	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_corridor	7.733709840517693e+17	0.006700900108025805	0.0018657668958427314
-2119	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_stairway	1.149834728791081e+17	0.0009962783472947324	0.0002773990254236247
-2120	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_gas	0.0	0.0	0.0
-2121	XGBoost_grid_1_AutoML_20190416_015849_model_5	supply_area	1.1865486163870273e+21	1.0	0.29599679028309933
-2122	XGBoost_grid_1_AutoML_20190416_015849_model_5	city	9.36165647078807e+20	0.7889821235722966	0.2335361761681434
-2123	XGBoost_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	8.118613715512889e+20	0.6842209078826963	0.20252719257786628
-2124	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_district	2.35696713331179e+20	0.19864058672021548	0.05879697608913543
-2125	XGBoost_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	1.956698633352029e+20	0.1649067392881098	0.04881186552533237
-2126	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	1.7378611628180976e+20	0.14646354467209152	0.04335273911642443
-2127	XGBoost_grid_1_AutoML_20190416_015849_model_5	floor	1.163797785667877e+20	0.09808260442050615	0.029032136091076747
-2128	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	9.999475073655348e+19	0.08427362297301545	0.024944721905540635
-2129	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	8.639559510003391e+19	0.07281252020090298	0.02155227227189061
-2130	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	7.088789398588123e+19	0.059742932575093985	0.017683716284327435
-2131	XGBoost_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.1397229631283134e+19	0.02646097192956653	0.007832362758922882
-2132	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	1.842518924775863e+19	0.015528389644802148	0.004596353493126752
-2133	XGBoost_grid_1_AutoML_20190416_015849_model_5	room_count	1.6191205920489865e+19	0.013645632127397495	0.004039063311093599
-2134	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	1.063577718610513e+19	0.00896362529037408	0.002653204315251142
-2135	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_central	7.834079171776086e+18	0.006602408922468267	0.0019542918491871034
-2136	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.161861074149704e+18	0.0051930961690488655	0.0015371397976699237
-2137	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	4.621970300437791e+18	0.003895306299805419	0.0011529981619119401
-2138	GBM_grid_1_AutoML_20190416_022142_model_26	exclusive_use_area	3.833177602028963e+20	1.0	0.2555406049518385
-2139	GBM_grid_1_AutoML_20190416_022142_model_26	city	3.299694912075769e+20	0.8608249485568283	0.21997572811184715
-2140	GBM_grid_1_AutoML_20190416_022142_model_26	supply_area	2.7063917526971423e+20	0.7060439232621534	0.1804228912729801
-2141	GBM_grid_1_AutoML_20190416_022142_model_26	apartment_building_count_in_sites	1.0317252405877958e+20	0.2691566495749341	0.06878045305918866
-2142	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_cogeneration	8.207622084492054e+19	0.2141205792329483	0.054716502349825676
-2143	GBM_grid_1_AutoML_20190416_022142_model_26	room_count	6.949965940074427e+19	0.18131082515967165	0.04633227794561951
-2144	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_in_sites	6.0688437098538074e+19	0.15832409400079636	0.04045823475941524
-2145	GBM_grid_1_AutoML_20190416_022142_model_26	total_parking_capacity_in_site	5.959312560518018e+19	0.15546664358478085	0.03972804015148676
-2146	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_individual	4.229169441561326e+19	0.11033064158891981	0.02819395889635704
-2147	GBM_grid_1_AutoML_20190416_022142_model_26	floor	3.264837050959921e+19	0.08517312240454995	0.02176519122489568
-2148	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_of_area_type	2.1555206381943914e+19	0.05623325767774077	0.014369880685382492
-2149	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_gas	1.4444286453116568e+19	0.03768227813256284	0.009629352149958545
-2150	GBM_grid_1_AutoML_20190416_022142_model_26	bathroom_count	1.0591664779598758e+19	0.027631552407048444	0.007060983617855589
-2151	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_corridor	7.834715789008568e+18	0.020439219369490016	0.005223050482422814
-2152	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_district	5.931086227863241e+18	0.015473027455664513	0.003953986796456916
-2153	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_stairway	4.418604629764342e+18	0.011527262987828956	0.0029456837573487485
-2154	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_central	1.3547939010508227e+18	0.003534388545768681	0.0009031797871205774
-2155	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_mixed	0.0	0.0	0.0
-2156	GBM_5_AutoML_20190416_022142	supply_area	4.7630013364075024e+20	1.0	0.3197686003049693
-2157	GBM_5_AutoML_20190416_022142	city	3.275212922288918e+20	0.6876363643347725	0.2198845177421281
-2158	GBM_5_AutoML_20190416_022142	exclusive_use_area	2.4786654783205487e+20	0.5203999124195259	0.16640755159322038
-2159	GBM_5_AutoML_20190416_022142	total_parking_capacity_in_site	7.80893652943257e+19	0.16394991262636233	0.05242603408065388
-2160	GBM_5_AutoML_20190416_022142	heat_fuel_gas	6.867006468344775e+19	0.14417393536832848	0.046102297513189505
-2161	GBM_5_AutoML_20190416_022142	apartment_building_count_in_sites	6.502994672174183e+19	0.13653144756577104	0.04365846988571791
-2162	GBM_5_AutoML_20190416_022142	total_household_count_in_sites	4.153075760240158e+19	0.08719451175658538	0.027882066978678493
-2163	GBM_5_AutoML_20190416_022142	heat_type_district	3.799996628086869e+19	0.07978155704136375	0.025511636825267952
-2164	GBM_5_AutoML_20190416_022142	heat_type_individual	3.5480886185587376e+19	0.07449270676112987	0.02382042857393502
-2165	GBM_5_AutoML_20190416_022142	floor	2.816970560692342e+19	0.059142762341046165	0.01891199833196578
-2166	GBM_5_AutoML_20190416_022142	room_count	2.2868707161740935e+19	0.04801322852239566	0.015353122880729089
-2167	GBM_5_AutoML_20190416_022142	total_household_count_of_area_type	1.744799828857271e+19	0.03663236068233581	0.011713878701257311
-2168	GBM_5_AutoML_20190416_022142	heat_fuel_cogeneration	1.6540450395890123e+19	0.03472694888716066	0.011104587838509573
-2169	GBM_5_AutoML_20190416_022142	bathroom_count	1.3488853729532707e+19	0.028320071267724407	0.00905586954981721
-2170	GBM_5_AutoML_20190416_022142	front_door_structure_stairway	1.0076388550846185e+19	0.02115554424439089	0.006764878771718724
-2171	GBM_5_AutoML_20190416_022142	front_door_structure_corridor	1.5572853225412362e+18	0.0032695462641121574	0.0010454982325074859
-2172	GBM_5_AutoML_20190416_022142	heat_type_central	8.766722317851034e+17	0.0018405878349938363	0.0005885621957343328
-2173	GBM_5_AutoML_20190416_022142	front_door_structure_mixed	0.0	0.0	0.0
-2174	GBM_grid_1_AutoML_20190416_021340_model_2	city	9.068059422361649e+19	1.0	0.23613663539076796
-2175	GBM_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	7.44104785526244e+19	0.820577756351372	0.19376847046131834
-2176	GBM_grid_1_AutoML_20190416_021340_model_2	bathroom_count	6.546431978541102e+19	0.7219220423719032	0.17047224210013262
-2177	GBM_grid_1_AutoML_20190416_021340_model_2	supply_area	3.1454012809788e+19	0.3468659758914134	0.0819077644785336
-2178	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	2.4078260112248013e+19	0.265528256827161	0.06270094916834151
-2179	GBM_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	2.28634251078811e+19	0.25213139926609174	0.05953746029906124
-2180	GBM_grid_1_AutoML_20190416_021340_model_2	floor	1.998969533803738e+19	0.22044071842695692	0.05205412955246527
-2181	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	1.3824367503725298e+19	0.15245122313198223	0.0359993188915935
-2182	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	1.185871229263387e+19	0.13077453223774127	0.03088065803742174
-2183	GBM_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	1.1295708463142797e+19	0.12456588490463363	0.02941456894585384
-2184	GBM_grid_1_AutoML_20190416_021340_model_2	room_count	4.519257772461654e+18	0.04983709922894039	0.011768364929557821
-2185	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	3.904723131511603e+18	0.04306018465078246	0.01016808712274096
-2186	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	2.980058316685705e+18	0.03286324204423432	0.007760215404357915
-2187	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	2.4179813754968474e+18	0.02666481617372461	0.00629653997457666
-2188	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	1.9675623140098048e+18	0.02169772188697657	0.005123627042035272
-2189	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.735726713880445e+18	0.019141104320514028	0.004519915971909874
-2190	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_district	2.924538751919063e+17	0.003225098795346676	0.000761563978335983
-2191	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	2.801362354044928e+17	0.0030892633402212007	0.0007294882509958796
-2192	GBM_grid_1_AutoML_20190416_022142_model_37	supply_area	4.5936592350189307e+21	1.0	0.2261461599960611
-2193	GBM_grid_1_AutoML_20190416_022142_model_37	city	4.084156876075345e+21	0.8890857303781946	0.20106332383232203
-2194	GBM_grid_1_AutoML_20190416_022142_model_37	exclusive_use_area	3.4889248390500644e+21	0.7595088491660149	0.17176000972192185
-2195	GBM_grid_1_AutoML_20190416_022142_model_37	apartment_building_count_in_sites	1.181536954426694e+21	0.2572104054692304	0.05816714550789633
-2196	GBM_grid_1_AutoML_20190416_022142_model_37	total_parking_capacity_in_site	1.0034734212534868e+21	0.2184475099075022	0.049401065526283136
-2197	GBM_grid_1_AutoML_20190416_022142_model_37	room_count	9.495927071553471e+20	0.20671814311264075	0.04674851426643991
-2198	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_cogeneration	8.055912349700823e+20	0.17537026447865423	0.03965931188934129
-2199	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_in_sites	7.933857762924665e+20	0.17271324138373903	0.039058436319405365
-2200	GBM_grid_1_AutoML_20190416_022142_model_37	bathroom_count	6.571631465635774e+20	0.14305874966819762	0.03235218689130068
-2201	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_individual	6.093438553514133e+20	0.13264890236223675	0.02999803989691228
-2202	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_gas	5.400704358612468e+20	0.11756867634937251	0.02658770469223032
-2203	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_district	4.124527424610071e+20	0.08978740506408228	0.0203050768712531
-2204	GBM_grid_1_AutoML_20190416_022142_model_37	floor	4.044935800976761e+20	0.08805476405696191	0.01991324676084112
-2205	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_of_area_type	3.7170821923534904e+20	0.08091767373637528	0.018299221191295394
-2206	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_stairway	2.117851853611902e+20	0.046103808429385475	0.010426199237499557
-2207	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_corridor	1.6393176530809992e+20	0.035686531569080214	0.008070372077925698
-2208	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_central	3.809605040299678e+19	0.008293181634497054	0.0018754711807913661
-2209	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_mixed	3.4229921778887557e+18	0.0007451558774308276	0.00016851414027947725
-2210	GBM_5_AutoML_20190416_021340	city	3.510466893073917e+20	1.0	0.23436357978385883
-2211	GBM_5_AutoML_20190416_021340	supply_area	3.444496195407357e+20	0.9812074291893427	0.2299592856153315
-2212	GBM_5_AutoML_20190416_021340	exclusive_use_area	3.1004577756232234e+20	0.8832038216171092	0.2069908093129704
-2213	GBM_5_AutoML_20190416_021340	apartment_building_count_in_sites	1.0590519748189592e+20	0.30168407994630236	0.07070376094001528
-2214	GBM_5_AutoML_20190416_021340	heat_fuel_cogeneration	6.309072047164726e+19	0.1797217361488981	0.0421202294488259
-2215	GBM_5_AutoML_20190416_021340	total_parking_capacity_in_site	5.874645327328104e+19	0.16734655264570833	0.039219937142536195
-2216	GBM_5_AutoML_20190416_021340	room_count	4.96443353787374e+19	0.14141804179006703	0.033143238519943455
-2217	GBM_5_AutoML_20190416_021340	heat_type_individual	4.813595056096359e+19	0.13712122070125454	0.032136220147878584
-2218	GBM_5_AutoML_20190416_021340	total_household_count_in_sites	3.86131375274003e+19	0.10999430760501765	0.02577865968615886
-2219	GBM_5_AutoML_20190416_021340	heat_fuel_gas	3.7726975135877956e+19	0.10746996420992475	0.02518704553148115
-2220	GBM_5_AutoML_20190416_021340	floor	2.7759264513344406e+19	0.07907570519497818	0.01853246534342817
-2221	GBM_5_AutoML_20190416_021340	bathroom_count	2.5544841497933775e+19	0.07276764680029671	0.017054086196564996
-2222	GBM_5_AutoML_20190416_021340	total_household_count_of_area_type	2.0879862150908084e+19	0.05947887499552737	0.013939682065468443
-2223	GBM_5_AutoML_20190416_021340	front_door_structure_stairway	9.028104269319897e+18	0.025717673871621383	0.006027286112266999
-2224	GBM_5_AutoML_20190416_021340	heat_type_district	4.0336738552171725e+18	0.01149041987313862	0.00269293593468836
-2225	GBM_5_AutoML_20190416_021340	front_door_structure_corridor	2.725493337309053e+18	0.007763905543978775	0.0018195766963906134
-2226	GBM_5_AutoML_20190416_021340	heat_type_central	4.9609755050849075e+17	0.0014131953544050837	0.0003312015221922945
-2227	GBM_5_AutoML_20190416_021340	front_door_structure_mixed	0.0	0.0	0.0
-2228	GBM_grid_1_AutoML_20190416_021340_model_15	supply_area	3.385106030852571e+20	1.0	0.23516244512971154
-2229	GBM_grid_1_AutoML_20190416_021340_model_15	exclusive_use_area	3.315208053573456e+20	0.9793513182033146	0.23030665062969763
-2230	GBM_grid_1_AutoML_20190416_021340_model_15	city	3.033644764088857e+20	0.8961742221483102	0.21074652134261393
-2231	GBM_grid_1_AutoML_20190416_021340_model_15	apartment_building_count_in_sites	9.231277965263136e+19	0.2727027715270163	0.06412945054594223
-2232	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_gas	7.214346149801073e+19	0.21312024155367656	0.050117877110397335
-2233	GBM_grid_1_AutoML_20190416_021340_model_15	total_parking_capacity_in_site	4.562937191289009e+19	0.13479451307289744	0.031698607284291434
-2234	GBM_grid_1_AutoML_20190416_021340_model_15	bathroom_count	4.194995300756095e+19	0.12392507834383981	0.029142524436228435
-2235	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_cogeneration	4.0744813496727765e+19	0.12036495496853254	0.028305317118327733
-2236	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_in_sites	3.9014278951631585e+19	0.11525275307788652	0.02710311922172668
-2237	GBM_grid_1_AutoML_20190416_021340_model_15	room_count	3.4210237771971297e+19	0.10106105232796836	0.023765764172826765
-2238	GBM_grid_1_AutoML_20190416_021340_model_15	floor	3.003428821163154e+19	0.08872480784321878	0.020864742756075135
-2239	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_individual	2.310147597236437e+19	0.06824446785953717	0.01604853592842477
-2240	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_of_area_type	1.9494017904049914e+19	0.05758761387790314	0.013542444088713412
-2241	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_district	1.3719628026063356e+19	0.040529389333804525	0.009530990295351522
-2242	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_stairway	7.113431213385187e+18	0.02101390960446105	0.004941682364319791
-2243	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_mixed	3.022983800389894e+18	0.008930248485092584	0.0021000590693702743
-2244	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_corridor	2.2649928537069322e+18	0.006691054380758857	0.0015734847086751208
-2245	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_central	1.3240063385225134e+18	0.003911269917264748	0.0009197837973062627
-2246	GBM_grid_1_AutoML_20190416_021340_model_4	city	3.7603826842895416e+21	1.0	0.2808971970926132
-2247	GBM_grid_1_AutoML_20190416_021340_model_4	supply_area	3.542755239496117e+21	0.9421262506864932	0.2646406231252086
-2248	GBM_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	2.4054986617681483e+21	0.6396951756580661	0.1796885818360176
-2249	GBM_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	5.749995101462022e+20	0.15290983881733258	0.042951945131671984
-2250	GBM_grid_1_AutoML_20190416_021340_model_4	bathroom_count	5.1755127664011536e+20	0.1376326081923488	0.03866061386977661
-2251	GBM_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	4.44863354576216e+20	0.11830268138261708	0.03323089160891761
-2252	GBM_grid_1_AutoML_20190416_021340_model_4	room_count	3.3335415743377834e+20	0.08864899809971329	0.024901255091277857
-2253	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	2.954714606650817e+20	0.07857483811409101	0.022071451788253996
-2254	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	2.9191560487648205e+20	0.07762922802938989	0.02180583256591894
-2255	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	2.5033131864999382e+20	0.06657070294889136	0.018699523866828546
-2256	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_district	2.4747631796121764e+20	0.06581147152792348	0.018486257888734023
-2257	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	2.40780767137085e+20	0.06403092114614826	0.017986106277211183
-2258	GBM_grid_1_AutoML_20190416_021340_model_4	floor	1.6218927687258656e+20	0.04313105619547585	0.012115392792953157
-2259	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	1.18584466506246e+20	0.03153521236061389	0.008858152761816772
-2260	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	1.0724540539913162e+20	0.028519811520032506	0.00801113511758675
-2261	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	7.583189200064112e+19	0.020166003932913075	0.0056645739813138965
-2262	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_central	1.345452257846703e+19	0.0035779663156833797	0.0010050407093672453
-2263	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	4.356471502556627e+18	0.001158518126561288	0.0003254244945320511
-2264	GBM_grid_1_AutoML_20190416_022142_model_13	supply_area	4.58095915443849e+20	1.0	0.2765751415246082
-2265	GBM_grid_1_AutoML_20190416_022142_model_13	city	3.1975011996563145e+20	0.6979981903043725	0.19304894826735225
-2266	GBM_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	1.7090960034950126e+20	0.3730869335167658	0.1031865714383816
-2267	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	1.3903331570101938e+20	0.3035026312476723	0.08394128319041595
-2268	GBM_grid_1_AutoML_20190416_022142_model_13	room_count	1.0100846527299086e+20	0.2204963237341328	0.06098380194242361
-2269	GBM_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	8.416957663499675e+19	0.18373788937507743	0.050817332757344846
-2270	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	8.14419697614612e+19	0.17778366280029392	0.049170541699754516
-2271	GBM_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	5.4057546354211684e+19	0.11800486433465651	0.032637212053949816
-2272	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	4.408146185112099e+19	0.09622758109163772	0.026614156858990413
-2273	GBM_grid_1_AutoML_20190416_022142_model_13	bathroom_count	4.255359808534951e+19	0.09289233248045736	0.025691710002333456
-2274	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_district	4.12719281671766e+19	0.09009451247166926	0.024917902537442506
-2275	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	3.470204492502899e+19	0.07575279271243052	0.02095133936532478
-2276	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	3.210607158357079e+19	0.07008591541896467	0.019384021975881873
-2277	GBM_grid_1_AutoML_20190416_022142_model_13	floor	3.0340515394106687e+19	0.06623179637982533	0.018318068457179225
-2278	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.4786541333099053e+19	0.03227826495412511	0.008927365697855955
-2279	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	6.553079955696124e+18	0.014305039042635529	0.003956418197731968
-2280	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.454550529454637e+18	0.0031752095585600745	0.0008781840330290414
-2281	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	0.0	0.0	0.0
-2282	GBM_grid_1_AutoML_20190416_015849_model_1	supply_area	5.330900745819295e+21	1.0	0.22625258845673918
-2283	GBM_grid_1_AutoML_20190416_015849_model_1	city	5.036137898408082e+21	0.9447067462956654	0.2137423466819383
-2284	GBM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	3.4335207120092225e+21	0.644078904433163	0.14572451929838387
-2285	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.4081338808279803e+21	0.2641455821386836	0.05976362168828939
-2286	GBM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	1.2781668917189972e+21	0.23976565174682474	0.05424759933073618
-2287	GBM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.1527579676453781e+21	0.21624074853567982	0.048925029086020394
-2288	GBM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	1.1291198398387055e+21	0.21180657710129128	0.047921786321329055
-2289	GBM_grid_1_AutoML_20190416_015849_model_1	room_count	9.056522818597442e+20	0.16988729016761248	0.03843743914632346
-2290	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	6.829400619807859e+20	0.12810969375416992	0.0289851498182811
-2291	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	6.53833930907788e+20	0.12264980386673878	0.02774983559856103
-2292	GBM_grid_1_AutoML_20190416_015849_model_1	floor	6.356077224783312e+20	0.11923083035766521	0.02697628399226811
-2293	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	5.228164420013486e+20	0.09807281488243093	0.02218922822438861
-2294	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	4.6438343310486746e+20	0.08711162620483143	0.019709230913519022
-2295	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	4.045058946279072e+20	0.07587946463740428	0.017167925284924324
-2296	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	2.2603390607912075e+20	0.042400696778379446	0.009593267398477672
-2297	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	2.078297582509637e+20	0.038985861519547534	0.008820652082013613
-2298	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	6.840909779761837e+19	0.012832558897531062	0.0029033996670899623
-2299	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	2.0972218928618013e+19	0.003934085425444333	0.0008900970107167124
-2300	GBM_5_AutoML_20190416_020809	supply_area	5.210785099420208e+20	1.0	0.3477745722857248
-2301	GBM_5_AutoML_20190416_020809	city	3.368282623338296e+20	0.646405975121307	0.2248035615207494
-2302	GBM_5_AutoML_20190416_020809	exclusive_use_area	2.3911980089170146e+20	0.4588939983694737	0.1595916640074298
-2303	GBM_5_AutoML_20190416_020809	heat_fuel_gas	7.820231592482387e+19	0.15007779908928745	0.05219324238785988
-2304	GBM_5_AutoML_20190416_020809	total_parking_capacity_in_site	7.530459261223882e+19	0.14451678811436264	0.050259264174579175
-2305	GBM_5_AutoML_20190416_020809	apartment_building_count_in_sites	4.8376857956655825e+19	0.09283986392384251	0.032287343967179215
-2306	GBM_5_AutoML_20190416_020809	total_household_count_in_sites	4.719060365754132e+19	0.09056332732430687	0.03149562242498291
-2307	GBM_5_AutoML_20190416_020809	heat_type_individual	3.273506700144935e+19	0.06282175598662033	0.021847809318485057
-2308	GBM_5_AutoML_20190416_020809	floor	2.5164362096211657e+19	0.04829284189634234	0.016795022434962587
-2309	GBM_5_AutoML_20190416_020809	front_door_structure_stairway	2.1651695124351025e+19	0.041551694631889846	0.014450622828352537
-2310	GBM_5_AutoML_20190416_020809	heat_fuel_cogeneration	2.122593343575058e+19	0.04073461682024143	0.014166463941882352
-2311	GBM_5_AutoML_20190416_020809	heat_type_district	1.977114321276109e+19	0.03794273384055116	0.013195518032748776
-2312	GBM_5_AutoML_20190416_020809	total_household_count_of_area_type	1.6802796069300732e+19	0.03224618891147582	0.011214404556533183
-2313	GBM_5_AutoML_20190416_020809	bathroom_count	1.0432203707734032e+19	0.02002040673082987	0.006962588387800604
-2314	GBM_5_AutoML_20190416_020809	front_door_structure_corridor	3.3114395764253e+18	0.006354972452795561	0.0022100978266585396
-2315	GBM_5_AutoML_20190416_020809	room_count	6.030973148394947e+17	0.0011574020101243476	0.00040251498903363307
-2316	GBM_5_AutoML_20190416_020809	heat_type_central	5.239438163532841e+17	0.0010054987998096144	0.00034968691503759825
-2317	GBM_5_AutoML_20190416_020809	front_door_structure_mixed	0.0	0.0	0.0
-2318	GBM_5_AutoML_20190416_015849	supply_area	3.5811737590673546e+20	1.0	0.2425989195567782
-2319	GBM_5_AutoML_20190416_015849	city	3.464669155144489e+20	0.9674674808425919	0.23470656555873082
-2320	GBM_5_AutoML_20190416_015849	exclusive_use_area	3.261974098603053e+20	0.9108673072184493	0.22097542459078776
-2321	GBM_5_AutoML_20190416_015849	total_parking_capacity_in_site	7.203043610072187e+19	0.2011363897614417	0.04879547083967678
-2322	GBM_5_AutoML_20190416_015849	apartment_building_count_in_sites	6.176827626426991e+19	0.1724805340926999	0.04184359121546504
-2323	GBM_5_AutoML_20190416_015849	total_household_count_in_sites	5.3229372205938246e+19	0.14863666436503986	0.03605909418148214
-2324	GBM_5_AutoML_20190416_015849	heat_fuel_cogeneration	5.229796271190966e+19	0.14603581459708234	0.035428130837846156
-2325	GBM_5_AutoML_20190416_015849	heat_type_individual	3.7780275061546025e+19	0.1054969057725508	0.025593435357004063
-2326	GBM_5_AutoML_20190416_015849	heat_fuel_gas	3.3768698091512267e+19	0.09429505621170041	0.022875878756504188
-2327	GBM_5_AutoML_20190416_015849	room_count	3.266148768331858e+19	0.09120330338795014	0.022125822861925753
-2328	GBM_5_AutoML_20190416_015849	floor	2.749247241491107e+19	0.07676944561905574	0.01862418456215576
-2329	GBM_5_AutoML_20190416_015849	total_household_count_of_area_type	2.0945566766760722e+19	0.05848799353487829	0.014189124038605302
-2330	GBM_5_AutoML_20190416_015849	heat_type_district	1.8176799675439383e+19	0.05075654212370072	0.012313482279647894
-2331	GBM_5_AutoML_20190416_015849	front_door_structure_stairway	1.2777031001222152e+19	0.035678333029419036	0.00865552504452397
-2332	GBM_5_AutoML_20190416_015849	bathroom_count	1.2704203749044781e+19	0.03547497162593233	0.008606189787758546
-2333	GBM_5_AutoML_20190416_015849	front_door_structure_corridor	8.993240954626376e+18	0.025112551246238568	0.006092277799651701
-2334	GBM_5_AutoML_20190416_015849	heat_type_central	7.630070561678295e+17	0.0021306060735978905	0.0005168827314559577
-2335	GBM_5_AutoML_20190416_015849	front_door_structure_mixed	0.0	0.0	0.0
-2336	DeepLearning_1_AutoML_20190416_021340	city	1.0	1.0	0.07917597694267801
-2337	DeepLearning_1_AutoML_20190416_021340	heat_type_central	0.9536337852478027	0.9536337852478027	0.07550488659253878
-2338	DeepLearning_1_AutoML_20190416_021340	front_door_structure_stairway	0.9485752582550049	0.9485752582550049	0.0751043727759931
-2339	DeepLearning_1_AutoML_20190416_021340	front_door_structure_corridor	0.8994131684303284	0.8994131684303284	0.07121191628558066
-2340	DeepLearning_1_AutoML_20190416_021340	total_household_count_of_area_type	0.8682571649551392	0.8682571649551392	0.06874510927280307
-2341	DeepLearning_1_AutoML_20190416_021340	supply_area	0.8248660564422607	0.8248660564422607	0.06530957586567017
-2342	DeepLearning_1_AutoML_20190416_021340	floor	0.816993236541748	0.816993236541748	0.06468623765875332
-2343	DeepLearning_1_AutoML_20190416_021340	front_door_structure_mixed	0.753852903842926	0.753852903842926	0.05968704013283837
-2344	DeepLearning_1_AutoML_20190416_021340	exclusive_use_area	0.7090346217155457	0.7090346217155457	0.056138508860510465
-2345	DeepLearning_1_AutoML_20190416_021340	room_count	0.6656375527381897	0.6656375527381897	0.052702503527779526
-2346	DeepLearning_1_AutoML_20190416_021340	apartment_building_count_in_sites	0.6462345719337463	0.6462345719337463	0.051166253566987695
-2347	DeepLearning_1_AutoML_20190416_021340	total_parking_capacity_in_site	0.590965211391449	0.590965211391449	0.0467902479510542
-2348	DeepLearning_1_AutoML_20190416_021340	heat_type_individual	0.5707792043685913	0.5707792043685913	0.045192001124447684
-2349	DeepLearning_1_AutoML_20190416_021340	heat_fuel_gas	0.5197930335998535	0.5197930335998535	0.04115512124326666
-2350	DeepLearning_1_AutoML_20190416_021340	total_household_count_in_sites	0.49679240584373474	0.49679240584373474	0.03933402407038108
-2351	DeepLearning_1_AutoML_20190416_021340	bathroom_count	0.49193498492240906	0.49193498492240906	0.038949433023513315
-2352	DeepLearning_1_AutoML_20190416_021340	heat_fuel_cogeneration	0.4918498992919922	0.4918498992919922	0.03894269628560127
-2353	DeepLearning_1_AutoML_20190416_021340	heat_type_district	0.38148054480552673	0.38148054480552673	0.03020409481960263
-2354	GBM_grid_1_AutoML_20190416_022142_model_9	city	9.911826404735556e+19	1.0	0.23742786730368545
-2355	GBM_grid_1_AutoML_20190416_022142_model_9	supply_area	7.340296526176767e+19	0.7405594313748076	0.1758294464029506
-2356	GBM_grid_1_AutoML_20190416_022142_model_9	room_count	5.195400468841575e+19	0.5241617696572428	0.12445061109184478
-2357	GBM_grid_1_AutoML_20190416_022142_model_9	bathroom_count	4.594704721043364e+19	0.463557828136312	0.11006154650633292
-2358	GBM_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.3288296192063046e+19	0.23495464146685052	0.05578477943657638
-2359	GBM_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.308472161418032e+19	0.23290078610689924	0.05529713693871291
-2360	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_district	1.67945651252552e+19	0.16943966166751356	0.040229697506375776
-2361	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.6312942748405596e+19	0.1645805937502274	0.039076019373690755
-2362	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.5809333437535355e+19	0.1594997005797252	0.03786967374422056
-2363	GBM_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	1.4974417083960394e+19	0.15107626458032086	0.0358697152995129
-2364	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	1.310534297425281e+19	0.13221925444529067	0.03139253559942869
-2365	GBM_grid_1_AutoML_20190416_022142_model_9	floor	1.0087998294123872e+19	0.10177739078747532	0.02416478883440403
-2366	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	4.412864629311537e+18	0.04452120577094864	0.010570574935984869
-2367	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	3.307285621495562e+18	0.033367065628948527	0.007922271230463355
-2368	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	2.4951525232376545e+18	0.025173488934850087	0.005976887790394381
-2369	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	2.1149662788032922e+18	0.021337805894106745	0.005066189746377774
-2370	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_central	7.022231671663493e+17	0.007084700018866849	0.0016821052159659363
-2371	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	5.544598682290094e+17	0.005593922306428875	0.0013281530430779209
-2372	DeepLearning_grid_1_AutoML_20190416_015849_model_3	city	1.0	1.0	0.10588649944601221
-2373	DeepLearning_grid_1_AutoML_20190416_015849_model_3	supply_area	0.6622630953788757	0.6622630953788757	0.07012472088194965
-2374	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	0.6041501760482788	0.6041501760482788	0.06397134728144425
-2375	DeepLearning_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	0.6031635403633118	0.6031635403633118	0.06386687588253458
-2376	DeepLearning_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	0.5966374278068542	0.5966374278068542	0.06317584866894062
-2377	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	0.571448028087616	0.571448028087616	0.06050863130952412
-2378	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	0.5541250109672546	0.5541250109672546	0.05867435766680572
-2379	DeepLearning_grid_1_AutoML_20190416_015849_model_3	room_count	0.5160220861434937	0.5160220861434937	0.054639772338563104
-2380	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	0.49915698170661926	0.49915698170661926	0.05285398546695107
-2381	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_district	0.4731612205505371	0.4731612205505371	0.05010138531769891
-2382	DeepLearning_grid_1_AutoML_20190416_015849_model_3	bathroom_count	0.46317997574806213	0.46317997574806213	0.04904450624545113
-2383	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	0.462480366230011	0.462480366230011	0.04897042704260558
-2384	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	0.4621308445930481	0.4621308445930481	0.04893341741998694
-2385	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	0.4467972218990326	0.4467972218990326	0.04730979378909171
-2386	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_central	0.41894832253456116	0.41894832253456116	0.04436097132196355
-2387	DeepLearning_grid_1_AutoML_20190416_015849_model_3	floor	0.3929085433483124	0.3929085433483124	0.041603710257584546
-2388	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	0.3895597457885742	0.3895597457885742	0.04124911780663052
-2389	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	0.32794201374053955	0.32794201374053955	0.03472463185626177
-2390	GBM_grid_1_AutoML_20190416_022142_model_33	exclusive_use_area	2.836111079010992e+20	1.0	0.18629248248108676
-2391	GBM_grid_1_AutoML_20190416_022142_model_33	city	2.7316242251406482e+20	0.9631584056620305	0.17942917041330525
-2392	GBM_grid_1_AutoML_20190416_022142_model_33	supply_area	2.094410089785857e+20	0.7384795698891382	0.13757319233621276
-2393	GBM_grid_1_AutoML_20190416_022142_model_33	apartment_building_count_in_sites	1.2795030886178148e+20	0.451147029496462	0.08404530008886398
-2394	GBM_grid_1_AutoML_20190416_022142_model_33	total_parking_capacity_in_site	1.106753539122114e+20	0.3902363159584218	0.07269809205416812
-2395	GBM_grid_1_AutoML_20190416_022142_model_33	room_count	8.140466553095402e+19	0.2870291863157258	0.053471379663282935
-2396	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_cogeneration	7.388967068087248e+19	0.26053165275402146	0.04853508835644711
-2397	GBM_grid_1_AutoML_20190416_022142_model_33	bathroom_count	7.122421260258535e+19	0.2511333675528063	0.04678425847524748
-2398	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_in_sites	6.548460797396674e+19	0.23089577999463448	0.0430141480496073
-2399	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_of_area_type	3.971571899164105e+19	0.140035837402711	0.02608762378606885
-2400	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_individual	3.873859620217605e+19	0.13659054643122429	0.025445791978120916
-2401	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_gas	3.828268150669548e+19	0.13498301173748598	0.025146320349349934
-2402	GBM_grid_1_AutoML_20190416_022142_model_33	floor	3.4830527256781128e+19	0.12281087124742385	0.022878742080347708
-2403	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_district	2.9552315090572673e+19	0.10420013274260805	0.019411701403479226
-2404	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_corridor	1.9350448073741435e+19	0.06822880886770245	0.012710514180691876
-2405	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_stairway	1.741563636283238e+19	0.061406749868575514	0.01143961587411208
-2406	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_mixed	4.2164767343058616e+18	0.014867107164844299	0.002769630301051196
-2407	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_central	3.451194926019117e+18	0.01216875795719051	0.002266948128556498
-2408	GBM_grid_1_AutoML_20190416_021340_model_16	exclusive_use_area	1.4002208451764578e+20	1.0	0.3222670832494813
-2409	GBM_grid_1_AutoML_20190416_021340_model_16	city	7.2501937473037795e+19	0.5177893024717897	0.1668664482453671
-2410	GBM_grid_1_AutoML_20190416_021340_model_16	apartment_building_count_in_sites	5.840061288588037e+19	0.41708144173871836	0.1344116197066252
-2411	GBM_grid_1_AutoML_20190416_021340_model_16	supply_area	2.8369508859922874e+19	0.20260738838199277	0.06529369209865965
-2412	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_of_area_type	2.765691537396125e+19	0.1975182377068232	0.06365362635435563
-2413	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_in_sites	2.3945300569147572e+19	0.17101088483031368	0.05511117905817816
-2414	GBM_grid_1_AutoML_20190416_021340_model_16	bathroom_count	2.3058289354648584e+19	0.16467608973313597	0.05306968311922758
-2415	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_gas	1.7899563316053803e+19	0.12783385833538333	0.041196644666271376
-2416	GBM_grid_1_AutoML_20190416_021340_model_16	total_parking_capacity_in_site	1.6668209248991183e+19	0.11903985936511774	0.03836262826802494
-2417	GBM_grid_1_AutoML_20190416_021340_model_16	floor	1.2103352530302403e+19	0.08643888263766793	0.02785640658698547
-2418	GBM_grid_1_AutoML_20190416_021340_model_16	room_count	5.340218024945254e+18	0.03813839826297025	0.012290750368014504
-2419	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_individual	3.374144724557365e+18	0.0240972324914371	0.007765744829400064
-2420	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_district	1.4072911832306156e+18	0.010050494449347145	0.0032389435314062057
-2421	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_cogeneration	1.23718175356774e+18	0.008835618737070212	0.0028474290791000827
-2422	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_central	9.237517391385068e+17	0.006597186024766645	0.0021260558978557866
-2423	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_corridor	6.286921588277248e+17	0.004489950003197503	0.0014469630914664587
-2424	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_stairway	5.7345441263517696e+17	0.00409545690317808	0.001319830950761153
-2425	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_mixed	3.802971576698143e+17	0.0027159798326091104	0.0008752708988193523
-2426	GBM_grid_1_AutoML_20190416_022142_model_1	supply_area	4.740829552492004e+20	1.0	0.2835997702157541
-2427	GBM_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	3.5226639075022314e+20	0.7430479979290866	0.21072824147196512
-2428	GBM_grid_1_AutoML_20190416_022142_model_1	city	3.406374280092828e+20	0.7185186141742381	0.203771713875556
-2429	GBM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	8.511279048586114e+19	0.179531429138012	0.050915072050046147
-2430	GBM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	6.146869013202652e+19	0.1296580892677647	0.0367710043229518
-2431	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	6.062647302124313e+19	0.12788157083052057	0.03626718410236531
-2432	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	5.571186715131694e+19	0.11751501827782894	0.03332723218049243
-2433	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	5.246874765402885e+19	0.1106741912424352	0.031387175205169045
-2434	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	5.093699601514155e+19	0.10744321315742444	0.03047087056268786
-2435	GBM_grid_1_AutoML_20190416_022142_model_1	floor	3.436244316660433e+19	0.07248192069791205	0.020555856054724368
-2436	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	2.6060558630849085e+19	0.054970461060238764	0.015589610125337772
-2437	GBM_grid_1_AutoML_20190416_022142_model_1	room_count	2.558089008616204e+19	0.053958679178236886	0.015302669016093576
-2438	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_district	2.118918995617356e+19	0.04469511025773015	0.012675522998860066
-2439	GBM_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.5464996082529862e+19	0.03262086500114886	0.009251269818564951
-2440	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	9.91659102842336e+18	0.02091741733935727	0.005932174750948752
-2441	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	5.031426781354131e+18	0.01061296704647265	0.003009835015687014
-2442	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	7.43552297425961e+17	0.001568401245379334	0.0004447982327956817
-2443	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0	0.0	0.0
-2444	DeepLearning_grid_1_AutoML_20190416_021340_model_2	city	1.0	1.0	0.09779695506860485
-2445	DeepLearning_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	0.6388648748397827	0.6388648748397827	0.06247903945961609
-2446	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	0.6313660144805908	0.6313660144805908	0.06174567375000246
-2447	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	0.6248090863227844	0.6248090863227844	0.061104426141565395
-2448	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	0.6158559322357178	0.6158559322357178	0.06022883493359024
-2449	DeepLearning_grid_1_AutoML_20190416_021340_model_2	supply_area	0.5926145315170288	0.5926145315170288	0.057955896711773175
-2450	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	0.5540794730186462	0.5540794730186462	0.0541872853272408
-2451	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_district	0.5533953309059143	0.5533953309059143	0.05412037831178141
-2452	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	0.5470019578933716	0.5470019578933716	0.05349512589853694
-2453	DeepLearning_grid_1_AutoML_20190416_021340_model_2	room_count	0.5402866005897522	0.5402866005897522	0.052838384402045246
-2454	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_central	0.5360711216926575	0.5360711216926575	0.05242612340175342
-2455	DeepLearning_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	0.5242023468017578	0.5242023468017578	0.051265393357028725
-2456	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	0.5206319689750671	0.5206319689750671	0.05091622127713391
-2457	DeepLearning_grid_1_AutoML_20190416_021340_model_2	floor	0.4796963334083557	0.4796963334083557	0.04691284076491145
-2458	DeepLearning_grid_1_AutoML_20190416_021340_model_2	bathroom_count	0.4788256883621216	0.4788256883621216	0.04682769433044419
-2459	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	0.4677640497684479	0.4677640497684479	0.04574589975791354
-2460	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	0.46310484409332275	0.46310484409332275	0.04529024362984794
-2461	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	0.4566970765590668	0.4566970765590668	0.04466358347621024
-2462	GBM_grid_1_AutoML_20190416_022142_model_29	supply_area	1.3104308553713399e+20	1.0	0.35416761280155173
-2463	GBM_grid_1_AutoML_20190416_022142_model_29	exclusive_use_area	4.9797378601230795e+19	0.38000767760554294	0.13458641202381683
-2464	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_in_sites	4.649200915362454e+19	0.35478414571099204	0.12565305394629994
-2465	GBM_grid_1_AutoML_20190416_022142_model_29	city	3.4976826074949747e+19	0.26691088607676505	0.0945311913525548
-2466	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_gas	3.4539053321327477e+19	0.26357020807129933	0.09334803139822036
-2467	GBM_grid_1_AutoML_20190416_022142_model_29	apartment_building_count_in_sites	1.8687572304564584e+19	0.14260632087504566	0.05050654023472702
-2468	GBM_grid_1_AutoML_20190416_022142_model_29	total_parking_capacity_in_site	1.649005428043101e+19	0.1258368895454479	0.044567350772683825
-2469	GBM_grid_1_AutoML_20190416_022142_model_29	floor	1.1355618652717056e+19	0.08665561106235695	0.0306906109058147
-2470	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_of_area_type	7.248772298671391e+18	0.05531594642295941	0.01959111669447807
-2471	GBM_grid_1_AutoML_20190416_022142_model_29	room_count	3.664808869697159e+18	0.02796644214134178	0.009904808051751734
-2472	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_stairway	3.4811654139690353e+18	0.02656504461643319	0.009408478435768856
-2473	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_individual	3.083256828801319e+18	0.023528573187691075	0.008333058598511144
-2474	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_central	2.484291272500576e+18	0.01895782034067411	0.006714245973977251
-2475	GBM_grid_1_AutoML_20190416_022142_model_29	bathroom_count	1.9547585011043533e+18	0.01491691448726174	0.005283087994318374
-2476	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_cogeneration	1.543549810970198e+18	0.011778948920832597	0.004171722220602695
-2477	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_mixed	1.4927850842378732e+18	0.011391559334237892	0.004034521375494269
-2478	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_corridor	8.435676546596864e+17	0.0064373305253152225	0.0022798939849654515
-2479	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_district	8.244641211634156e+17	0.0062915499721638134	0.0022282632344629272
-2480	GBM_grid_1_AutoML_20190416_015849_model_5	supply_area	4.3020933803931976e+21	1.0	0.3216625664438349
-2481	GBM_grid_1_AutoML_20190416_015849_model_5	city	3.263800026776975e+21	0.7586539245409578	0.24403056841053195
-2482	GBM_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	2.6559255411727354e+21	0.6173565532717452	0.19858049333630964
-2483	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	8.746523167746928e+20	0.20330853829461795	0.0653967462077915
-2484	GBM_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	7.308864391449349e+20	0.16989088207056402	0.05464753714222452
-2485	GBM_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.293945433832733e+20	0.076566107301271	0.024628450577140876
-2486	GBM_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	2.5499873671380992e+20	0.059273175676745504	0.01906596180945825
-2487	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	2.490584712131222e+20	0.05789239079472493	0.018621815000600662
-2488	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	2.1792496384380764e+20	0.05065556336759245	0.016293998517478096
-2489	GBM_grid_1_AutoML_20190416_015849_model_5	floor	1.8856012208284054e+20	0.04382985337840499	0.014098423124554737
-2490	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_district	1.7203664374843677e+20	0.039989053824934215	0.012862981682988993
-2491	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	5.385988055181663e+19	0.012519458735434051	0.004027041227327405
-2492	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	2.9869680325837193e+19	0.006943057178156184	0.0022333215908920084
-2493	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	2.0449931114215113e+19	0.004753483782433857	0.001529017793006822
-2494	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_central	1.922962274096513e+19	0.0044698292297894295	0.0014377767416197378
-2495	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.928612104849064e+18	0.0016105210864148678	0.0005180443459681196
-2496	GBM_grid_1_AutoML_20190416_015849_model_5	room_count	4.885136759278535e+18	0.0011355255052209138	0.0003652560482717914
-2497	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.0	0.0	0.0
-2498	DeepLearning_1_AutoML_20190416_020809	city	1.0	1.0	0.07558075189856184
-2499	DeepLearning_1_AutoML_20190416_020809	front_door_structure_mixed	0.917976975440979	0.917976975440979	0.06938139002939683
-2500	DeepLearning_1_AutoML_20190416_020809	supply_area	0.8936480283737183	0.8936480283737183	0.06754258991715295
-2501	DeepLearning_1_AutoML_20190416_020809	heat_type_individual	0.8894039392471313	0.8894039392471313	0.067221818469841
-2502	DeepLearning_1_AutoML_20190416_020809	total_household_count_in_sites	0.867792546749115	0.867792546749115	0.06558841317526598
-2503	DeepLearning_1_AutoML_20190416_020809	heat_fuel_cogeneration	0.8673058152198792	0.8673058152198792	0.0655516256403136
-2504	DeepLearning_1_AutoML_20190416_020809	apartment_building_count_in_sites	0.8541399240493774	0.8541399240493774	0.06455653768623244
-2505	DeepLearning_1_AutoML_20190416_020809	heat_type_district	0.8024343252182007	0.8024343252182007	0.060648589649206705
-2506	DeepLearning_1_AutoML_20190416_020809	front_door_structure_corridor	0.8009785413742065	0.8009785413742065	0.06053856041167585
-2507	DeepLearning_1_AutoML_20190416_020809	total_parking_capacity_in_site	0.7319377064704895	0.7319377064704895	0.05532040219794845
-2508	DeepLearning_1_AutoML_20190416_020809	room_count	0.6987099051475525	0.6987099051475525	0.05280901999002484
-2509	DeepLearning_1_AutoML_20190416_020809	exclusive_use_area	0.6873521208763123	0.6873521208763123	0.05195059011490284
-2510	DeepLearning_1_AutoML_20190416_020809	bathroom_count	0.6764413118362427	0.6764413118362427	0.05112594296383276
-2511	DeepLearning_1_AutoML_20190416_020809	heat_fuel_gas	0.6638084053993225	0.6638084053993225	0.05017113839666615
-2512	DeepLearning_1_AutoML_20190416_020809	total_household_count_of_area_type	0.6400241851806641	0.6400241851806641	0.048373509149218966
-2513	DeepLearning_1_AutoML_20190416_020809	front_door_structure_stairway	0.5167799592018127	0.5167799592018127	0.039058617882581116
-2514	DeepLearning_1_AutoML_20190416_020809	heat_type_central	0.4085588753223419	0.4085588753223419	0.030879186991693383
-2515	DeepLearning_1_AutoML_20190416_020809	floor	0.31358930468559265	0.31358930468559265	0.02370131543548429
-2516	DeepLearning_grid_1_AutoML_20190416_021340_model_6	city	1.0	1.0	0.09140162674495823
-2517	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.6922146677970886	0.6922146677970886	0.06326954669337476
-2518	DeepLearning_grid_1_AutoML_20190416_021340_model_6	supply_area	0.6662620902061462	0.6662620902061462	0.06089743888333787
-2519	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_district	0.6578097939491272	0.6578097939491272	0.06012488525571601
-2520	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	0.6386852860450745	0.6386852860450745	0.058376874122588775
-2521	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	0.6231026649475098	0.6231026649475098	0.05695259720532106
-2522	DeepLearning_grid_1_AutoML_20190416_021340_model_6	bathroom_count	0.596828043460846	0.596828043460846	0.05455105405933195
-2523	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	0.5961317420005798	0.5961317420005798	0.05448741097315874
-2524	DeepLearning_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	0.5918883085250854	0.5918883085250854	0.05409955425051454
-2525	DeepLearning_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	0.5912916660308838	0.5912916660308838	0.05404502015595934
-2526	DeepLearning_grid_1_AutoML_20190416_021340_model_6	floor	0.5746373534202576	0.5746373534202576	0.05252278889102903
-2527	DeepLearning_grid_1_AutoML_20190416_021340_model_6	room_count	0.5734550952911377	0.5734550952911377	0.052414728574795025
-2528	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	0.5524595379829407	0.5524595379829407	0.05049570048240882
-2529	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	0.5348172783851624	0.5348172783851624	0.04888316925571503
-2530	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	0.531967043876648	0.531967043876648	0.04862265318503219
-2531	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_central	0.5157274603843689	0.5157274603843689	0.04713832883617732
-2532	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	0.5024674534797668	0.5024674534797668	0.045926342634447316
-2533	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	0.5009788274765015	0.5009788274765015	0.04579027979613401
-2534	GBM_grid_1_AutoML_20190416_022142_model_11	supply_area	4.326630117063019e+21	1.0	0.34668590170469554
-2535	GBM_grid_1_AutoML_20190416_022142_model_11	city	2.9373855997096257e+21	0.6789084160731463	0.23536797640122537
-2536	GBM_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	2.2088747389993846e+21	0.5105300613260654	0.1769935746581805
-2537	GBM_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	5.564288115296237e+20	0.12860558829265856	0.04458574434150317
-2538	GBM_grid_1_AutoML_20190416_022142_model_11	bathroom_count	5.5267893152114016e+20	0.12773889067649416	0.044285272496937915
-2539	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	3.071106268739278e+20	0.07098148410301343	0.024608279820590724
-2540	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_district	3.009499488742896e+20	0.06955758655851517	0.024114634616441245
-2541	GBM_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	2.7561839723898156e+20	0.06370278710722686	0.0220848581893712
-2542	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	2.5754684171704127e+20	0.059525967034100874	0.020636813556061243
-2543	GBM_grid_1_AutoML_20190416_022142_model_11	room_count	1.7914432671503195e+20	0.04140504777807024	0.014354546324066284
-2544	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	1.7184492410492473e+20	0.039717960503999734	0.013769656951200632
-2545	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	1.4469186873048485e+20	0.03344216279544225	0.01159392636369312
-2546	GBM_grid_1_AutoML_20190416_022142_model_11	floor	1.1315905392233415e+20	0.02615408548007524	0.00906725270792157
-2547	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	8.499642697127035e+19	0.019644948764182133	0.006810626776253027
-2548	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	3.6790782766268547e+19	0.008503334412890067	0.002947986158429361
-2549	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.408881762289792e+19	0.0055675703656520945	0.001930198152520438
-2550	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.3577458148934943e+18	0.0003138113908880088	0.00010879398501521401
-2551	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_central	6.733792663180411e+17	0.00015563596797018114	5.3956795893425366e-05
-2552	GBM_grid_1_AutoML_20190416_022142_model_16	city	5.6677671128280963e+20	1.0	0.23729297173351396
-2553	GBM_grid_1_AutoML_20190416_022142_model_16	supply_area	4.7932574334978517e+20	0.845704726055005	0.20067978765466948
-2554	GBM_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	4.075030401799223e+20	0.7189833881099374	0.17060970479163748
-2555	GBM_grid_1_AutoML_20190416_022142_model_16	apartment_building_count_in_sites	1.4789997098145153e+20	0.26094927338616875	0.06192142855350515
-2556	GBM_grid_1_AutoML_20190416_022142_model_16	room_count	1.3725885346737029e+20	0.2421744767118369	0.05746630125696045
-2557	GBM_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	1.0418994175037932e+20	0.18382890418091072	0.043621306963603695
-2558	GBM_grid_1_AutoML_20190416_022142_model_16	bathroom_count	1.022657084408411e+20	0.18043385764630096	0.042815686282232576
-2559	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_in_sites	8.99667472943992e+19	0.1587340225937895	0.03766646793649506
-2560	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_district	7.98331379594203e+19	0.14085465469943284	0.03342381959612639
-2561	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_cogeneration	5.841232488373944e+19	0.10306055933655489	0.02445554639348926
-2562	GBM_grid_1_AutoML_20190416_022142_model_16	floor	5.6226777242697466e+19	0.09920445939889984	0.023540520979981674
-2563	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_gas	5.375513667610817e+19	0.09484358761749738	0.02250571675562386
-2564	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_individual	4.462653374547467e+19	0.07873741608837376	0.018683835450228403
-2565	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_of_area_type	3.0378142881032438e+19	0.05359807888414523	0.012718447417626127
-2566	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.6336604238635336e+19	0.02882370413854869	0.006839662411403804
-2567	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_stairway	1.1975788290759459e+19	0.021129640742743563	0.005013915243507153
-2568	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_central	1.7791549492764344e+18	0.003139075607481468	0.0007448805793954633
-2569	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	0.0	0.0	0.0
-2570	GBM_grid_1_AutoML_20190416_021340_model_6	supply_area	8.870111370933694e+21	1.0	0.3642780780398368
-2571	GBM_grid_1_AutoML_20190416_021340_model_6	city	5.739973958972425e+21	0.6471140799631492	0.23572947332149324
-2572	GBM_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	3.838601765567666e+21	0.4327568848962043	0.1576438462884962
-2573	GBM_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	9.956891604038095e+20	0.11225215995219237	0.04089100108320498
-2574	GBM_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	7.90052197774538e+20	0.08906902796772605	0.03244589432095972
-2575	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_district	6.907707662016205e+20	0.07787622244126434	0.02836860063590658
-2576	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	6.792183294699734e+20	0.07657382202614632	0.027894164715849105
-2577	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	6.226802101167084e+20	0.07019981870319665	0.025572255035945464
-2578	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	4.4170140542533684e+20	0.049796601976468985	0.018139810460902864
-2579	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	4.260140661014381e+20	0.048028040267615556	0.017495562200706888
-2580	GBM_grid_1_AutoML_20190416_021340_model_6	floor	2.9783198018852146e+20	0.03357702826195414	0.012231375321553937
-2581	GBM_grid_1_AutoML_20190416_021340_model_6	room_count	2.8485895684160173e+20	0.03211447353130772	0.011698598695245987
-2582	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	1.9459037161514546e+20	0.021937759682792157	0.007991444933747347
-2583	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.8535948771484972e+20	0.020897086853075016	0.007612350635469709
-2584	GBM_grid_1_AutoML_20190416_021340_model_6	bathroom_count	1.835242884588823e+20	0.020690189872955785	0.007536982601199629
-2585	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	9.66976496163881e+19	0.010901514713023204	0.003971182827383096
-2586	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_central	1.2159793760691028e+19	0.0013708727266421067	0.0004993788820984172
-2587	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.0	0.0	0.0
-2588	DeepLearning_grid_1_AutoML_20190416_022142_model_5	city	1.0	1.0	0.07562582846674598
-2589	DeepLearning_grid_1_AutoML_20190416_022142_model_5	room_count	0.7684967517852783	0.7684967517852783	0.05811820352776492
-2590	DeepLearning_grid_1_AutoML_20190416_022142_model_5	bathroom_count	0.7611314654350281	0.7611314654350281	0.05756119764563243
-2591	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_district	0.7591797709465027	0.7591797709465027	0.05741359913302372
-2592	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	0.7557488679885864	0.7557488679885864	0.05715413425444229
-2593	DeepLearning_grid_1_AutoML_20190416_022142_model_5	supply_area	0.7386886477470398	0.7386886477470398	0.05586394096485018
-2594	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	0.737084150314331	0.737084150314331	0.05574259951722881
-2595	DeepLearning_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	0.7325300574302673	0.7325300574302673	0.05539819246995698
-2596	DeepLearning_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	0.7313550114631653	0.7313550114631653	0.05530932864520838
-2597	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	0.7272319793701172	0.7272319793701172	0.054997520927376635
-2598	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_central	0.7266594767570496	0.7266594767570496	0.05495422494296402
-2599	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	0.7248222827911377	0.7248222827911377	0.05481528562723783
-2600	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	0.7131882905960083	0.7131882905960083	0.053935455329105514
-2601	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	0.6978984475135803	0.6978984475135803	0.05277914827887035
-2602	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	0.6951311230659485	0.6951311230659485	0.05256986707488191
-2603	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	0.6714439988136292	0.6714439988136292	0.050778508679305515
-2604	DeepLearning_grid_1_AutoML_20190416_022142_model_5	floor	0.6642676591873169	0.6642676591873169	0.05023579204970691
-2605	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	0.6181376576423645	0.6181376576423645	0.046747172465697616
-2606	DeepLearning_grid_1_AutoML_20190416_020809_model_1	city	1.0	1.0	0.117216195630159
-2607	DeepLearning_grid_1_AutoML_20190416_020809_model_1	supply_area	0.700688898563385	0.700688898563385	0.08213208700988638
-2608	DeepLearning_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.6795383095741272	0.6795383095741272	0.07965289543322844
-2609	DeepLearning_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.6287859082221985	0.6287859082221985	0.07370389202766042
-2610	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.5363758206367493	0.5363758206367493	0.06287193312304427
-2611	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.4726800322532654	0.4726800322532654	0.05540575513106862
-2612	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.4637191891670227	0.4637191891670227	0.054355399194860446
-2613	DeepLearning_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.4558580815792084	0.4558580815792084	0.05343395006997747
-2614	DeepLearning_grid_1_AutoML_20190416_020809_model_1	room_count	0.4473789930343628	0.4473789930343628	0.05244006356833941
-2615	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.43798118829727173	0.43798118829727173	0.051338488649782514
-2616	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.42868953943252563	0.42868953943252563	0.05024935691872569
-2617	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.4058772921562195	0.4058772921562195	0.04757539207922262
-2618	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.37632983922958374	0.37632983922958374	0.04411195205660117
-2619	DeepLearning_grid_1_AutoML_20190416_020809_model_1	floor	0.35347601771354675	0.35347601771354675	0.041433114042880644
-2620	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.3185288608074188	0.3185288608074188	0.03733674126225409
-2621	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.297958642244339	0.297958642244339	0.034925578499009
-2622	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.2943436801433563	0.2943436801433563	0.034501846394184604
-2623	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.23303399980068207	0.23303399980068207	0.027315358909115184
-2624	DeepLearning_1_AutoML_20190416_015849	city	1.0	1.0	0.10113582441701437
-2625	DeepLearning_1_AutoML_20190416_015849	exclusive_use_area	0.7808131575584412	0.7808131575584412	0.07896818240532508
-2626	DeepLearning_1_AutoML_20190416_015849	heat_type_individual	0.757499098777771	0.757499098777771	0.07661029585003527
-2627	DeepLearning_1_AutoML_20190416_015849	supply_area	0.6812328100204468	0.6812328100204468	0.06889704186133722
-2628	DeepLearning_1_AutoML_20190416_015849	bathroom_count	0.6282981038093567	0.6282981038093567	0.06354344670840616
-2629	DeepLearning_1_AutoML_20190416_015849	apartment_building_count_in_sites	0.568518877029419	0.568518877029419	0.0574976253250055
-2630	DeepLearning_1_AutoML_20190416_015849	total_household_count_in_sites	0.5374017953872681	0.5374017953872681	0.054350573619675026
-2631	DeepLearning_1_AutoML_20190416_015849	front_door_structure_corridor	0.5108906030654907	0.5108906030654907	0.05166934232793405
-2632	DeepLearning_1_AutoML_20190416_015849	floor	0.5063374042510986	0.5063374042510986	0.05120885081210593
-2633	DeepLearning_1_AutoML_20190416_015849	total_parking_capacity_in_site	0.5059372782707214	0.5059372782707214	0.05116838374120982
-2634	DeepLearning_1_AutoML_20190416_015849	heat_fuel_cogeneration	0.4903944432735443	0.4903944432735443	0.04959644630999269
-2635	DeepLearning_1_AutoML_20190416_015849	heat_type_district	0.48135486245155334	0.48135486245155334	0.0486822208511764
-2636	DeepLearning_1_AutoML_20190416_015849	total_household_count_of_area_type	0.4433438181877136	0.4433438181877136	0.044837942552601345
-2637	DeepLearning_1_AutoML_20190416_015849	heat_type_central	0.4407172203063965	0.4407172203063965	0.044572299410462354
-2638	DeepLearning_1_AutoML_20190416_015849	room_count	0.4216771721839905	0.4216771721839905	0.0426466684466632
-2639	DeepLearning_1_AutoML_20190416_015849	front_door_structure_mixed	0.4205125868320465	0.4205125868320465	0.042528887146990366
-2640	DeepLearning_1_AutoML_20190416_015849	heat_fuel_gas	0.3948497474193573	0.3948497474193573	0.03993345472610659
-2641	DeepLearning_1_AutoML_20190416_015849	front_door_structure_stairway	0.3179141879081726	0.3179141879081726	0.03215251348795865
-2642	GBM_grid_1_AutoML_20190416_020809_model_11	supply_area	6.623709262139338e+20	1.0	0.24497434277084765
-2643	GBM_grid_1_AutoML_20190416_020809_model_11	city	6.435682570321736e+20	0.9716130819792546	0.2380202761854256
-2644	GBM_grid_1_AutoML_20190416_020809_model_11	exclusive_use_area	4.093460679586795e+20	0.618001261466099	0.15139445285921238
-2645	GBM_grid_1_AutoML_20190416_020809_model_11	room_count	1.8274198153767315e+20	0.2758907045969146	0.06758614403521523
-2646	GBM_grid_1_AutoML_20190416_020809_model_11	apartment_building_count_in_sites	1.4728570462133866e+20	0.22236136701109982	0.05447282974117142
-2647	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_cogeneration	1.446871364324389e+20	0.21843823559627007	0.05351176320121984
-2648	GBM_grid_1_AutoML_20190416_020809_model_11	total_parking_capacity_in_site	1.1429969608108199e+20	0.17256146300745884	0.04227313098782817
-2649	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_in_sites	8.928639588741048e+19	0.1347981808286262	0.03302209575519858
-2650	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_gas	5.75739692577928e+19	0.08692103922326665	0.021293424456678818
-2651	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_district	4.9671176656594665e+19	0.07498997116390911	0.01837061890028345
-2652	GBM_grid_1_AutoML_20190416_020809_model_11	floor	4.846136202232018e+19	0.07316348001462256	0.017923175431410206
-2653	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_of_area_type	4.774080367412694e+19	0.07207563282858753	0.017656680781976162
-2654	GBM_grid_1_AutoML_20190416_020809_model_11	bathroom_count	3.4857293767847707e+19	0.05262503589505291	0.012891783581682852
-2655	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_individual	2.804398744740351e+19	0.042338795888432174	0.01037191869647774
-2656	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_corridor	2.262390529586312e+19	0.03415594555935568	0.00836733031512001
-2657	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_stairway	1.9659239317332558e+19	0.029680106024132735	0.0072708644666309935
-2658	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_central	1.6200527305192243e+18	0.002445839130922206	0.0005991678336208885
-2659	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_mixed	0.0	0.0	0.0
-2660	GBM_grid_1_AutoML_20190416_021340_model_5	supply_area	5.009513180361021e+21	1.0	0.18980105693063345
-2661	GBM_grid_1_AutoML_20190416_021340_model_5	city	4.915845063511156e+21	0.9813019522102315	0.1862521476975959
-2662	GBM_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.3114296238957134e+21	0.8606484240420745	0.16335198052886976
-2663	GBM_grid_1_AutoML_20190416_021340_model_5	room_count	1.979770855718025e+21	0.3952022450962687	0.07500980382063106
-2664	GBM_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.552931082772406e+21	0.3099964062097728	0.05883764554331287
-2665	GBM_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2987325794173846e+21	0.25925325129572546	0.04920654110863181
-2666	GBM_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	1.2115517570932581e+21	0.24185019850690265	0.045903423295493635
-2667	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.1655495979619938e+21	0.2326672385115865	0.0441604877826309
-2668	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	9.634628792139739e+20	0.19232664822423723	0.03650380110888637
-2669	GBM_grid_1_AutoML_20190416_021340_model_5	floor	8.952148378795922e+20	0.1787029608763454	0.033918010850964
-2670	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.433803393049349e+20	0.14839372860006364	0.028165286530169645
-2671	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	5.942269602521909e+20	0.11861970192667837	0.02251414479848025
-2672	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_district	5.5368587306595045e+20	0.11052688218020577	0.020978119057050652
-2673	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	4.8620478067436107e+20	0.09705629333014784	0.018421387055831653
-2674	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	2.8579102604260698e+20	0.05704966046661062	0.010828085854096472
-2675	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	1.8640335525816723e+20	0.03720987420273315	0.007062473451934663
-2676	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.4018173360599885e+20	0.02798310505610774	0.005311222915850202
-2677	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_central	9.96191223801331e+19	0.019885988676639002	0.003774381668936692
-2678	XGBoost_grid_1_AutoML_20190416_021340_model_5	supply_area	5.06417006170744e+20	1.0	0.24043082919084116
-2679	XGBoost_grid_1_AutoML_20190416_021340_model_5	city	4.703938034669422e+20	0.9288665225202642	0.22332814821716027
-2680	XGBoost_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.433381120461651e+20	0.8754408059840882	0.21048295889025265
-2681	XGBoost_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.3337058452736836e+20	0.26336118831365035	0.06332014888293623
-2682	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.0324426499346871e+20	0.20387203378920252	0.04901712213276115
-2683	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	9.523684726381792e+19	0.18806012851730294	0.0452154526371513
-2684	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.639207118476044e+19	0.15084815528292905	0.0362685470565834
-2685	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	5.587984174171554e+19	0.11034353321632931	0.02652998718704918
-2686	XGBoost_grid_1_AutoML_20190416_021340_model_5	floor	5.390160042102096e+19	0.10643718470000876	0.02559078057416182
-2687	XGBoost_grid_1_AutoML_20190416_021340_model_5	room_count	4.513046631276347e+19	0.08911720136339032	0.021426522618967096
-2688	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	4.11925522237442e+19	0.08134117085684062	0.019556925156464074
-2689	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_district	2.888579773888463e+19	0.05703954919939135	0.013714066110681444
-2690	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	2.198051727077697e+19	0.04340398723372651	0.010435656640793548
-2691	XGBoost_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2357648679086064e+19	0.02440212024577932	0.005867022004707335
-2692	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	9.54269770135162e+18	0.018843556960119533	0.004530572024826386
-2693	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_central	4.182091157414609e+18	0.00825819651878865	0.0019855250366332734
-2694	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	3.680914790898729e+18	0.007268544985745736	0.001747582297933778
-2695	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.1629949552626237e+18	0.0022965163908229957	0.0005521533400959307
-2696	GBM_grid_1_AutoML_20190416_022142_model_21	room_count	1.0000877170883088e+20	1.0	0.22643361457863287
-2697	GBM_grid_1_AutoML_20190416_022142_model_21	city	8.521806212715092e+19	0.8521058770250458	0.19294541373847715
-2698	GBM_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	5.708225006566533e+19	0.5707724341606418	0.12924206536883887
-2699	GBM_grid_1_AutoML_20190416_022142_model_21	supply_area	3.5920156474046677e+19	0.3591700593886495	0.08132817479579414
-2700	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	3.4851055138871706e+19	0.3484799837392096	0.07890758232637243
-2701	GBM_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	3.0852531570882904e+19	0.30849825514013984	0.06985437500258317
-2702	GBM_grid_1_AutoML_20190416_022142_model_21	floor	2.1752076137920463e+19	0.21750168276489024	0.04924969220538923
-2703	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	2.166930270355823e+19	0.21667402102134617	0.04906228176515009
-2704	GBM_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.8615558690991768e+19	0.18613925931607053	0.04214818530192731
-2705	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_district	1.1349360232531755e+19	0.11348364787015572	0.025696512582808133
-2706	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	9.37980285467335e+18	0.093789801578426	0.021237163782015765
-2707	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	6.457271261230793e+18	0.06456704897877082	0.014620150282938702
-2708	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	3.356922249297789e+18	0.03356627815679261	0.007600533690994362
-2709	GBM_grid_1_AutoML_20190416_022142_model_21	bathroom_count	2.1083844647604716e+18	0.021081995396352807	0.004773672420126264
-2710	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.5398260399648276e+18	0.015396909827549252	0.003486377945593252
-2711	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_central	6.78772989327573e+17	0.00678713454559543	0.0015368354077906802
-2712	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	6.366309763776512e+17	0.006365751378600684	0.001441420094165468
-2713	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.9254515340620595e+17	0.0019252826538734905	0.00043594871040211736
-2714	XGBoost_grid_1_AutoML_20190416_020809_model_5	supply_area	5.802215042828825e+20	1.0	0.24278697890305997
-2715	XGBoost_grid_1_AutoML_20190416_020809_model_5	city	4.539904621710357e+20	0.7824433579588532	0.18996705904159553
-2716	XGBoost_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	3.962916807513043e+20	0.683000677889552	0.16582367117354632
-2717	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	1.4486755309641741e+20	0.24967629091145915	0.060618152374114706
-2718	XGBoost_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	1.3447171463626044e+20	0.2317592740766461	0.05626813398583517
-2719	XGBoost_grid_1_AutoML_20190416_020809_model_5	bathroom_count	1.031102301279963e+20	0.1777083913072717	0.04314528345121531
-2720	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	9.41485330624592e+19	0.16226308809222936	0.03939536494539345
-2721	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	9.39887960131759e+19	0.161987784526084	0.03932852482428779
-2722	XGBoost_grid_1_AutoML_20190416_020809_model_5	room_count	8.892377695256995e+19	0.15325832685652385	0.03720912616923313
-2723	XGBoost_grid_1_AutoML_20190416_020809_model_5	floor	6.1380214630362644e+19	0.10578755557539142	0.025683841023688845
-2724	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	4.7878968305273274e+19	0.08251843124023589	0.02003440062463676
-2725	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.466908044742309e+19	0.0769862545901867	0.01869126016901326
-2726	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.7830228073819144e+19	0.06519963116598883	0.015829621476384222
-2727	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	3.334731245919037e+19	0.05747341698478681	0.013953797276972204
-2728	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	3.302315883913596e+19	0.0569147447920782	0.013818158943107332
-2729	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	2.0635033896751202e+19	0.03556406259408605	0.008634491314737475
-2730	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	1.1899703185628987e+19	0.02050889720183032	0.004979293192265804
-2731	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_central	9.159868643280945e+18	0.01578684791181942	0.003832841110912718
-2732	DeepLearning_grid_1_AutoML_20190416_015849_model_1	city	1.0	1.0	0.11758106587815784
-2733	DeepLearning_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.58933025598526	0.58933025598526	0.06929407965299447
-2734	DeepLearning_grid_1_AutoML_20190416_015849_model_1	supply_area	0.5573058724403381	0.5573058724403381	0.06552861850169163
-2735	DeepLearning_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.5437310934066772	0.5437310934066772	0.0639324815138533
-2736	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.5327525734901428	0.5327525734901428	0.06264161544030261
-2737	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.4413248300552368	0.4413248300552368	0.05189144391639161
-2738	DeepLearning_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.43260762095451355	0.43260762095451355	0.05086646517884579
-2739	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.4302734434604645	0.4302734434604645	0.050592010101146695
-2740	DeepLearning_grid_1_AutoML_20190416_015849_model_1	floor	0.4301404356956482	0.4301404356956482	0.05057637090638952
-2741	DeepLearning_grid_1_AutoML_20190416_015849_model_1	room_count	0.42886799573898315	0.42886799573898315	0.05042675606001889
-2742	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.4197019636631012	0.4197019636631012	0.049349004238663306
-2743	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.40755409002304077	0.40755409002304077	0.047920644307911826
-2744	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.4042295813560486	0.4042295813560486	0.04752974503532571
-2745	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.4011259377002716	0.4011259377002716	0.04716481530617347
-2746	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.38356807827949524	0.38356807827949524	0.045100343480939734
-2747	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.3733125627040863	0.3733125627040863	0.043894489028453096
-2748	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.3719974756240845	0.3719974756240845	0.04373985968786389
-2749	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.3569468557834625	0.3569468557834625	0.04197019176487661
-2750	DeepLearning_1_AutoML_20190416_022142	front_door_structure_corridor	1.0	1.0	0.08844959273340779
-2751	DeepLearning_1_AutoML_20190416_022142	city	0.991906464099884	0.991906464099884	0.08773372277926932
-2752	DeepLearning_1_AutoML_20190416_022142	total_household_count_in_sites	0.8195791840553284	0.8195791840553284	0.07249144504247246
-2753	DeepLearning_1_AutoML_20190416_022142	total_parking_capacity_in_site	0.681094765663147	0.681094765663147	0.06024255463576116
-2754	DeepLearning_1_AutoML_20190416_022142	supply_area	0.6678781509399414	0.6678781509399414	0.05907355044617927
-2755	DeepLearning_1_AutoML_20190416_022142	heat_type_individual	0.6545435786247253	0.6545435786247253	0.05789411295562424
-2756	DeepLearning_1_AutoML_20190416_022142	exclusive_use_area	0.6408418416976929	0.6408418416976929	0.05668219990468792
-2757	DeepLearning_1_AutoML_20190416_022142	front_door_structure_stairway	0.6393377184867859	0.6393377184867859	0.05654916081926233
-2758	DeepLearning_1_AutoML_20190416_022142	heat_type_district	0.6225718855857849	0.6225718855857849	0.055066229727332425
-2759	DeepLearning_1_AutoML_20190416_022142	heat_fuel_gas	0.5659670233726501	0.5659670233726501	0.050059552717849995
-2760	DeepLearning_1_AutoML_20190416_022142	heat_fuel_cogeneration	0.5513453483581543	0.5513453483581543	0.04876627151773759
-2761	DeepLearning_1_AutoML_20190416_022142	front_door_structure_mixed	0.5324188470840454	0.5324188470840454	0.047092230188174336
-2762	DeepLearning_1_AutoML_20190416_022142	room_count	0.5246550440788269	0.5246550440788269	0.04640552497430035
-2763	DeepLearning_1_AutoML_20190416_022142	heat_type_central	0.5175450444221497	0.5175450444221497	0.04577664840033258
-2764	DeepLearning_1_AutoML_20190416_022142	apartment_building_count_in_sites	0.5026760697364807	0.5026760697364807	0.04446149364502181
-2765	DeepLearning_1_AutoML_20190416_022142	bathroom_count	0.4976527690887451	0.4976527690887451	0.04401718474855214
-2766	DeepLearning_1_AutoML_20190416_022142	floor	0.45715445280075073	0.45715445280075073	0.040435125166490296
-2767	DeepLearning_1_AutoML_20190416_022142	total_household_count_of_area_type	0.4387063682079315	0.4387063682079315	0.03880339959754398
-2768	DeepLearning_grid_1_AutoML_20190416_021340_model_1	city	1.0	1.0	0.08918527340714033
-2769	DeepLearning_grid_1_AutoML_20190416_021340_model_1	supply_area	0.7942850589752197	0.7942850589752197	0.07083853014791155
-2770	DeepLearning_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.7561497092247009	0.7561497092247009	0.06743741855393462
-2771	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.6545669436454773	0.6545669436454773	0.058377731832298115
-2772	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.6474379897117615	0.6474379897117615	0.05774193412661276
-2773	DeepLearning_grid_1_AutoML_20190416_021340_model_1	room_count	0.6446866989135742	0.6446866989135742	0.05749655950455388
-2774	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.6326169967651367	0.6326169967651367	0.05642011981850273
-2775	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.6300554275512695	0.6300554275512695	0.056191665567812674
-2776	DeepLearning_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.5991654992103577	0.5991654992103577	0.05343673886320147
-2777	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.5937755107879639	0.5937755107879639	0.05295603127208896
-2778	DeepLearning_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.5841841101646423	0.5841841101646423	0.05210061958514062
-2779	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.5584558844566345	0.5584558844566345	0.04980604074109132
-2780	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.5520678758621216	0.5520678758621216	0.04923632444806252
-2781	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.5382525324821472	0.5382525324821472	0.04800419927150598
-2782	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.5320796370506287	0.5320796370506287	0.047453667904732315
-2783	DeepLearning_grid_1_AutoML_20190416_021340_model_1	floor	0.5130593776702881	0.5130593776702881	0.045757340871621914
-2784	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.5111504197120667	0.5111504197120667	0.0455870899341952
-2785	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.47062382102012634	0.47062382102012634	0.04197271414959305
-2786	DeepLearning_grid_1_AutoML_20190416_020809_model_3	city	1.0	1.0	0.1144964082068361
-2787	DeepLearning_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	0.5743646025657654	0.5743646025657654	0.06576268399492705
-2788	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	0.5626169443130493	0.5626169443130493	0.06441761932014967
-2789	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	0.49234214425086975	0.49234214425086975	0.05637140712557656
-2790	DeepLearning_grid_1_AutoML_20190416_020809_model_3	supply_area	0.48573926091194153	0.48573926091194153	0.05561540069946052
-2791	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	0.4781739413738251	0.4781739413738251	0.05474919878540919
-2792	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	0.47582191228866577	0.47582191228866577	0.054479899903160434
-2793	DeepLearning_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	0.4524413049221039	0.4524413049221039	0.0518029043379948
-2794	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	0.4489237070083618	0.4489237070083618	0.05140015201135548
-2795	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	0.44274869561195374	0.44274869561195374	0.05069313538583047
-2796	DeepLearning_grid_1_AutoML_20190416_020809_model_3	room_count	0.44213664531707764	0.44213664531707764	0.05062305782542523
-2797	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	0.43108484148979187	0.43108484148979187	0.049357665982994445
-2798	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_district	0.4309975504875183	0.4309975504875183	0.049347671476765345
-2799	DeepLearning_grid_1_AutoML_20190416_020809_model_3	floor	0.4294818341732025	0.4294818341732025	0.049174127402915685
-2800	DeepLearning_grid_1_AutoML_20190416_020809_model_3	bathroom_count	0.42389464378356934	0.42389464378356934	0.04853441417133493
-2801	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_central	0.4101783037185669	0.4101783037185669	0.04696394250014863
-2802	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	0.40423399209976196	0.40423399209976196	0.0462833401705333
-2803	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.3487181067466736	0.3487181067466736	0.039926970699182183
-2804	DeepLearning_grid_1_AutoML_20190416_022142_model_3	city	1.0	1.0	0.1236076967076471
-2805	DeepLearning_grid_1_AutoML_20190416_022142_model_3	supply_area	0.6165990829467773	0.6165990829467773	0.07621639243509859
-2806	DeepLearning_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	0.5657739043235779	0.5657739043235779	0.06993400917073016
-2807	DeepLearning_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	0.5511902570724487	0.5511902570724487	0.06813135812442128
-2808	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	0.49708834290504456	0.49708834290504456	0.061443945126713626
-2809	DeepLearning_grid_1_AutoML_20190416_022142_model_3	room_count	0.4505871534347534	0.4505871534347534	0.05569604020212505
-2810	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	0.4303859770298004	0.4303859770298004	0.05319901931592394
-2811	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	0.42149829864501953	0.42149829864501953	0.052100433861702836
-2812	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_district	0.407175749540329	0.407175749540329	0.05033005655588986
-2813	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	0.4013204276561737	0.4013204276561737	0.049606293704307546
-2814	DeepLearning_grid_1_AutoML_20190416_022142_model_3	bathroom_count	0.3815307915210724	0.3815307915210724	0.04716014236296525
-2815	DeepLearning_grid_1_AutoML_20190416_022142_model_3	floor	0.3796623647212982	0.3796623647212982	0.04692919042977833
-2816	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	0.3742296099662781	0.3742296099662781	0.04625766012773277
-2817	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	0.3414705991744995	0.3414705991744995	0.04220839425734006
-2818	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	0.34087449312210083	0.34087449312210083	0.042134710961209576
-2819	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_central	0.3328966200351715	0.3328966200351715	0.041148584444308314
-2820	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	0.32656076550483704	0.32656076550483704	0.04036542405913896
-2821	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	0.2712666690349579	0.2712666690349579	0.03353064815296676
-2822	DeepLearning_grid_1_AutoML_20190416_015849_model_4	city	1.0	1.0	0.11456030938983702
-2823	DeepLearning_grid_1_AutoML_20190416_015849_model_4	supply_area	0.5479498505592346	0.5479498505592346	0.06277330441018088
-2824	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	0.517829418182373	0.517829418182373	0.059322698358131955
-2825	DeepLearning_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	0.5146306157112122	0.5146306157112122	0.05895624255735879
-2826	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	0.5035648345947266	0.5035648345947266	0.057688543249013985
-2827	DeepLearning_grid_1_AutoML_20190416_015849_model_4	bathroom_count	0.49091455340385437	0.49091455340385437	0.056239323121919226
-2828	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	0.4849349558353424	0.4849349558353424	0.05555429857444378
-2829	DeepLearning_grid_1_AutoML_20190416_015849_model_4	floor	0.47748738527297974	0.47748738527297974	0.05470110258661687
-2830	DeepLearning_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	0.4491879343986511	0.4491879343986511	0.05145910873889129
-2831	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_district	0.43740376830101013	0.43740376830101013	0.05010911102484431
-2832	DeepLearning_grid_1_AutoML_20190416_015849_model_4	room_count	0.42859286069869995	0.42859286069869995	0.04909973072391839
-2833	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	0.421460896730423	0.421460896730423	0.04828269072515541
-2834	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_central	0.41904228925704956	0.41904228925704956	0.04800561430471318
-2835	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	0.4162117838859558	0.4162117838859558	0.04768135073367108
-2836	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	0.41460445523262024	0.41460445523262024	0.04749721466585381
-2837	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	0.41138172149658203	0.41138172149658203	0.047128017291972205
-2838	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	0.39901843667030334	0.39901843667030334	0.045711675557199044
-2839	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	0.3948109447956085	0.3948109447956085	0.04522966398627878
-2840	DeepLearning_grid_1_AutoML_20190416_015849_model_2	city	1.0	1.0	0.10054497828916853
-2841	DeepLearning_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	0.6759928464889526	0.6759928464889526	0.06796768607386497
-2842	DeepLearning_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	0.6548359394073486	0.6548359394073486	0.06584046531067915
-2843	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	0.5983142256736755	0.5983142256736755	0.06015749083046038
-2844	DeepLearning_grid_1_AutoML_20190416_015849_model_2	room_count	0.5966219305992126	0.5966219305992126	0.059987339058939645
-2845	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	0.5670989751815796	0.5670989751815796	0.05701895414744164
-2846	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_district	0.5425782203674316	0.5425782203674316	0.05455351538701911
-2847	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	0.541207492351532	0.541207492351532	0.054415695568420124
-2848	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	0.5209740400314331	0.5209740400314331	0.052381323544180854
-2849	DeepLearning_grid_1_AutoML_20190416_015849_model_2	supply_area	0.5028508305549622	0.5028508305549622	0.050559125840839034
-2850	DeepLearning_grid_1_AutoML_20190416_015849_model_2	floor	0.4965813457965851	0.4965813457965851	0.04992876063192374
-2851	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	0.49326959252357483	0.49326959252357483	0.049595780470989836
-2852	DeepLearning_grid_1_AutoML_20190416_015849_model_2	bathroom_count	0.48635435104370117	0.48635435104370117	0.04890048766653158
-2853	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	0.4859231412410736	0.4859231412410736	0.048857131686288316
-2854	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	0.4746173620223999	0.4746173620223999	0.04772039236020464
-2855	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	0.4688268303871155	0.4688268303871155	0.04713818348265222
-2856	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_central	0.4391572177410126	0.4391572177410126	0.04415505292330176
-2857	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	0.40059322118759155	0.40059322118759155	0.04027763672709448
-2858	DeepLearning_grid_1_AutoML_20190416_022142_model_7	city	1.0	1.0	0.12187252039885602
-2859	DeepLearning_grid_1_AutoML_20190416_022142_model_7	supply_area	0.5234265923500061	0.5234265923500061	0.0637913180534798
-2860	DeepLearning_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	0.4799592196941376	0.4799592196941376	0.058493839792792796
-2861	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	0.45837950706481934	0.45837950706481934	0.05586386582517476
-2862	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	0.4406982362270355	0.4406982362270355	0.05370900478431925
-2863	DeepLearning_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	0.43895435333251953	0.43895435333251953	0.05349647338068414
-2864	DeepLearning_grid_1_AutoML_20190416_022142_model_7	room_count	0.42479783296585083	0.42479783296585083	0.051771182563520486
-2865	DeepLearning_grid_1_AutoML_20190416_022142_model_7	floor	0.42001962661743164	0.42001962661743164	0.051188850512852824
-2866	DeepLearning_grid_1_AutoML_20190416_022142_model_7	bathroom_count	0.4179809093475342	0.4179809093475342	0.050940386900789746
-2867	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	0.41634052991867065	0.41634052991867065	0.050740469725383715
-2868	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	0.4120415449142456	0.4120415449142456	0.05021654158773754
-2869	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	0.41193222999572754	0.41193222999572754	0.05020321910310055
-2870	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	0.41166141629219055	0.41166141629219055	0.05017021435449195
-2871	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_district	0.4002711772918701	0.4002711772918701	0.048782057219577554
-2872	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	0.3998446464538574	0.3998446464538574	0.04873007483132111
-2873	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	0.3922102153301239	0.3922102153301239	0.04779964746846024
-2874	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_central	0.3897724449634552	0.3897724449634552	0.04750255024972068
-2875	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	0.3670046627521515	0.3670046627521515	0.04472778324773685
-2876	DeepLearning_grid_1_AutoML_20190416_020809_model_2	city	1.0	1.0	0.07829448261353092
-2877	DeepLearning_grid_1_AutoML_20190416_020809_model_2	supply_area	0.8004454970359802	0.8004454970359802	0.06267046605076267
-2878	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	0.7461232542991638	0.7461232542991638	0.058417334161276986
-2879	DeepLearning_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	0.7327424883842468	0.7327424883842468	0.05736969401699579
-2880	DeepLearning_grid_1_AutoML_20190416_020809_model_2	bathroom_count	0.7218878865242004	0.7218878865242004	0.05651983858038759
-2881	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	0.7135211229324341	0.7135211229324341	0.055864767153820515
-2882	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	0.7049736380577087	0.7049736380577087	0.055195546247906915
-2883	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	0.6997419595718384	0.6997419595718384	0.05478593468765535
-2884	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_district	0.6938195824623108	0.6938195824623108	0.05432224523602267
-2885	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_central	0.6920918822288513	0.6920918822288513	0.054186975840132684
-2886	DeepLearning_grid_1_AutoML_20190416_020809_model_2	room_count	0.6832367777824402	0.6832367777824402	0.053493670019012146
-2887	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	0.6743483543395996	0.6743483543395996	0.05279775550430497
-2888	DeepLearning_grid_1_AutoML_20190416_020809_model_2	floor	0.6739465594291687	0.6739465594291687	0.05276629717967603
-2889	DeepLearning_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	0.6666306853294373	0.6666306853294373	0.05219350460217183
-2890	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	0.6602783203125	0.6602783203125	0.051696149469798426
-2891	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	0.6555473208427429	0.6555473208427429	0.051325738314068906
-2892	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	0.6424811482429504	0.6424811482429504	0.050302729090629064
-2893	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	0.6104755997657776	0.6104755997657776	0.04779687123184653
-2894	GBM_grid_1_AutoML_20190416_022142_model_27	supply_area	1.6457111812551213e+20	1.0	0.4069848624448651
-2895	GBM_grid_1_AutoML_20190416_022142_model_27	city	6.7456779990476e+19	0.40989440163509905	0.16682081666638107
-2896	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_in_sites	2.6331665212909814e+19	0.1600017397513679	0.06511828604364955
-2897	GBM_grid_1_AutoML_20190416_022142_model_27	exclusive_use_area	2.406948161141185e+19	0.1462558065204064	0.0595238992984704
-2898	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_gas	1.9101929858561737e+19	0.11607097330403639	0.04723912910398485
-2899	GBM_grid_1_AutoML_20190416_022142_model_27	apartment_building_count_in_sites	1.8803990794736763e+19	0.11426057627192929	0.046502324916902156
-2900	GBM_grid_1_AutoML_20190416_022142_model_27	total_parking_capacity_in_site	1.7499940317380477e+19	0.10633664349314281	0.043277404224905384
-2901	GBM_grid_1_AutoML_20190416_022142_model_27	floor	1.7259071404595216e+19	0.10487302754686505	0.04268173469033742
-2902	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_of_area_type	1.1880487020910346e+19	0.0721905955080742	0.02938047958266648
-2903	GBM_grid_1_AutoML_20190416_022142_model_27	bathroom_count	1.0834442444569838e+19	0.0658344098768705	0.026793608247877007
-2904	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_corridor	9.022657288715895e+18	0.054825277919268056	0.022313058192474807
-2905	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_individual	4.926272238052704e+18	0.02993400235815147	0.012182685832156544
-2906	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_district	3.305204795739996e+18	0.02008374758211974	0.008173781247086393
-2907	GBM_grid_1_AutoML_20190416_022142_model_27	room_count	3.2217686307441213e+18	0.01957675603982347	0.007967443363984236
-2908	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_stairway	2.6599319328459325e+18	0.016162811331313334	0.006578019546396864
-2909	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_cogeneration	1.3686187479416177e+18	0.008316275440857272	0.0033845982163509068
-2910	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_central	1.0915508887129948e+18	0.006632700203692549	0.0026994085800378406
-2911	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_mixed	9.617698962895012e+17	0.005844098935731821	0.0023784598014729976
-2912	DeepLearning_grid_1_AutoML_20190416_022142_model_8	city	1.0	1.0	0.08653073932057859
-2913	DeepLearning_grid_1_AutoML_20190416_022142_model_8	supply_area	0.7816334962844849	0.7816334962844849	0.0676353243112252
-2914	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	0.720283567905426	0.720283567905426	0.06232666965132068
-2915	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	0.7091841101646423	0.7091841101646423	0.06136622536695315
-2916	DeepLearning_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	0.6902735829353333	0.6902735829353333	0.0597298834648591
-2917	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	0.6834458708763123	0.6834458708763123	0.059139076492523986
-2918	DeepLearning_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	0.6667314767837524	0.6667314767837524	0.057692767614399273
-2919	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_central	0.634003221988678	0.634003221988678	0.05486076753030921
-2920	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_district	0.6183121800422668	0.6183121800422668	0.05350301006997604
-2921	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	0.6107695698738098	0.6107695698738098	0.052850342435692546
-2922	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	0.6034960150718689	0.6034960150718689	0.05222095636119185
-2923	DeepLearning_grid_1_AutoML_20190416_022142_model_8	room_count	0.590370237827301	0.590370237827301	0.051085173152062166
-2924	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	0.5893405675888062	0.5893405675888062	0.05099607502506881
-2925	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	0.5600786805152893	0.5600786805152893	0.04846402230268212
-2926	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	0.5449427962303162	0.5449427962303162	0.04715430304523266
-2927	DeepLearning_grid_1_AutoML_20190416_022142_model_8	bathroom_count	0.531575083732605	0.531575083732605	0.04599758499978077
-2928	DeepLearning_grid_1_AutoML_20190416_022142_model_8	floor	0.5182660222053528	0.5182660222053528	0.044845942066164574
-2929	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	0.5038803219795227	0.5038803219795227	0.04360113678997928
-2930	GBM_grid_1_AutoML_20190416_021340_model_1	supply_area	6.259222670459594e+21	1.0	0.2339894731212298
-2931	GBM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	4.643045427057699e+21	0.7417926588505239	0.17357167340963026
-2932	GBM_grid_1_AutoML_20190416_021340_model_1	city	4.574851640025078e+21	0.7308977297797846	0.17102237469667478
-2933	GBM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.7031393596691175e+21	0.27210077821757084	0.063668717731006
-2934	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	1.518162589961664e+21	0.24254810379675953	0.05675370301395712
-2935	GBM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.5083780975587366e+21	0.2409848917306502	0.05638792784623145
-2936	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	9.827165416771688e+20	0.15700296880555156	0.03673704194927989
-2937	GBM_grid_1_AutoML_20190416_021340_model_1	room_count	9.027959441648286e+20	0.14423451468272167	0.033749358096506324
-2938	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	8.203741600094376e+20	0.13106646035796013	0.03066817200302364
-2939	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	7.951506243964423e+20	0.1270366411709806	0.02972523673468848
-2940	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	6.972286465922931e+20	0.11139221007152601	0.02606460454444572
-2941	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	6.794996637091957e+20	0.10855975246193028	0.025401839280738196
-2942	GBM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	5.551550668912638e+20	0.08869393151825682	0.02075344630500735
-2943	GBM_grid_1_AutoML_20190416_021340_model_1	floor	4.867414830862041e+20	0.0777638867815617	0.018195930895876587
-2944	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	2.7777384464970154e+20	0.04437832927092615	0.01038406188410446
-2945	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	2.6088457199087623e+20	0.04168002733344528	0.009752687635431318
-2946	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	7.203409527541911e+19	0.011508473027391096	0.002692861540109127
-2947	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	1.2863797861816467e+19	0.002055174985629952	0.00048088931205948353
-2948	DeepLearning_grid_1_AutoML_20190416_022142_model_2	city	1.0	1.0	0.08891953877244116
-2949	DeepLearning_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	0.7617546319961548	0.7617546319961548	0.06773487053486874
-2950	DeepLearning_grid_1_AutoML_20190416_022142_model_2	supply_area	0.716713011264801	0.716713011264801	0.06372979039387353
-2951	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	0.6997832655906677	0.6997832655906677	0.06222440521699487
-2952	DeepLearning_grid_1_AutoML_20190416_022142_model_2	room_count	0.6537584066390991	0.6537584066390991	0.05813189598695473
-2953	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_district	0.6507220268249512	0.6507220268249512	0.05786190249434274
-2954	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_central	0.6184461712837219	0.6184461712837219	0.054991948306130696
-2955	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	0.6150886416435242	0.6150886416435242	0.054693398319109514
-2956	DeepLearning_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	0.6088087558746338	0.6088087558746338	0.054134993772996166
-2957	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	0.6078846454620361	0.6078846454620361	0.05405282230133317
-2958	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.5862647294998169	0.5862647294998169	0.0521303893456737
-2959	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	0.5768054723739624	0.5768054723739624	0.051289276564912785
-2960	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	0.575649619102478	0.575649619102478	0.05118649862512378
-2961	DeepLearning_grid_1_AutoML_20190416_022142_model_2	bathroom_count	0.5557887554168701	0.5557887554168701	0.049420479786577196
-2962	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	0.5514543652534485	0.5514543652534485	0.04903506781238594
-2963	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	0.5187876224517822	0.5187876224517822	0.04613035610926382
-2964	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	0.4748464822769165	0.4748464822769165	0.04222313019177957
-2965	DeepLearning_grid_1_AutoML_20190416_022142_model_2	floor	0.47356560826301575	0.47356560826301575	0.04210923546523791
-2966	DeepLearning_grid_1_AutoML_20190416_021340_model_3	city	1.0	1.0	0.1335516535514905
-2967	DeepLearning_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	0.4591478109359741	0.4591478109359741	0.061319949375046486
-2968	DeepLearning_grid_1_AutoML_20190416_021340_model_3	supply_area	0.4443511366844177	0.4443511366844177	0.05934382906168837
-2969	DeepLearning_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	0.4417937099933624	0.4417937099933624	0.059002280498261214
-2970	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	0.43354275822639465	0.43354275822639465	0.057900352246409076
-2971	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	0.3886672854423523	0.3886672854423523	0.051907158652195313
-2972	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	0.3877770006656647	0.3877770006656647	0.05178825964813696
-2973	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	0.37823286652565	0.37823286652565	0.05051362475202077
-2974	DeepLearning_grid_1_AutoML_20190416_021340_model_3	room_count	0.3764110505580902	0.3764110505580902	0.05027031821708665
-2975	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	0.37468039989471436	0.37468039989471436	0.05003918695927282
-2976	DeepLearning_grid_1_AutoML_20190416_021340_model_3	bathroom_count	0.37269484996795654	0.37269484996795654	0.04977401348334527
-2977	DeepLearning_grid_1_AutoML_20190416_021340_model_3	floor	0.3716200590133667	0.3716200590133667	0.04963047337413761
-2978	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	0.36979037523269653	0.36979037523269653	0.04938611607975277
-2979	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_district	0.36421439051628113	0.36421439051628113	0.048641434100697656
-2980	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_central	0.3620169758796692	0.3620169758796692	0.04834796574243988
-2981	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	0.34027203917503357	0.34027203917503357	0.04544389348916329
-2982	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.33903953433036804	0.33903953433036804	0.04527929042914799
-2983	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	0.28348731994628906	0.28348731994628906	0.03786020033970735
-2984	GBM_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	8.726815873174392e+19	1.0	0.2509238849098573
-2985	GBM_grid_1_AutoML_20190416_015849_model_2	supply_area	4.946622768917722e+19	0.5668301979560824	0.14223123535536364
-2986	GBM_grid_1_AutoML_20190416_015849_model_2	city	4.7952033051962245e+19	0.5494791427806259	0.13787744118345283
-2987	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_district	4.0288955975851835e+19	0.46166845458143796	0.11584364216390441
-2988	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	2.5822868406179725e+19	0.29590252368630093	0.0742490107979977
-2989	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.074752273236571e+19	0.23774447672423238	0.059655767715505535
-2990	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.8137000653048775e+19	0.20783067864191587	0.05214968128828164
-2991	GBM_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	1.691448885849673e+19	0.19382199767146066	0.04863456863671223
-2992	GBM_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	1.2190242536199029e+19	0.1396871747193723	0.03505084855266691
-2993	GBM_grid_1_AutoML_20190416_015849_model_2	floor	7.946243101704585e+18	0.09105546876645775	0.02284799196516775
-2994	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_central	5.38582246873052e+18	0.06171577981020721	0.01548596323021853
-2995	GBM_grid_1_AutoML_20190416_015849_model_2	bathroom_count	3.8853725514964664e+18	0.04452222446264535	0.011171689526995656
-2996	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	3.5024912666234716e+18	0.040134813401871805	0.010070783298929879
-2997	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	2.571031469937918e+18	0.029461277828045907	0.007392538287021922
-2998	GBM_grid_1_AutoML_20190416_015849_model_2	room_count	2.2370435430067732e+18	0.025634132489070673	0.006432216110451603
-2999	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	1.424085948466987e+18	0.01631850573179303	0.004094702854145281
-3000	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	1.0965776497167565e+18	0.01256561001920022	0.0031530116822799455
-3001	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	9.512062696061665e+17	0.01089980908764337	0.002735022441047242
-3002	GBM_grid_1_AutoML_20190416_021340_model_19	city	5.584904222199828e+19	1.0	0.18242653092121383
-3003	GBM_grid_1_AutoML_20190416_021340_model_19	exclusive_use_area	4.62542683514203e+19	0.8282016398340541	0.1510859520581871
-3004	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_in_sites	3.0608908381470065e+19	0.5480650547201967	0.09998160665175072
-3005	GBM_grid_1_AutoML_20190416_021340_model_19	bathroom_count	2.8969211089014227e+19	0.5187056023962323	0.09462566361454311
-3006	GBM_grid_1_AutoML_20190416_021340_model_19	supply_area	2.7364214383531e+19	0.4899674783098171	0.08938306733227501
-3007	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_gas	2.483239534653027e+19	0.4446342203653599	0.08111307835011113
-3008	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_of_area_type	2.36451844722996e+19	0.4233767228865036	0.07723514682897692
-3009	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_corridor	1.8122271595283087e+19	0.32448670333946994	0.059194983620280556
-3010	GBM_grid_1_AutoML_20190416_021340_model_19	floor	1.2443681065913025e+19	0.22280921159667813	0.04064631152887268
-3011	GBM_grid_1_AutoML_20190416_021340_model_19	room_count	1.074507633848746e+19	0.19239499749657482	0.03509795195989576
-3012	GBM_grid_1_AutoML_20190416_021340_model_19	apartment_building_count_in_sites	9.934373429979382e+18	0.17787902951836745	0.03244985427866797
-3013	GBM_grid_1_AutoML_20190416_021340_model_19	total_parking_capacity_in_site	8.77645134648941e+18	0.1571459598466036	0.028667592303100255
-3014	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_district	2.3858346791576535e+18	0.04271934816131728	0.0077931424882846465
-3015	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_cogeneration	2.029723203886121e+18	0.03634302618508715	0.006629932190124284
-3016	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_individual	1.600172323338453e+18	0.028651741546037904	0.005226837815094911
-3017	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_central	1.303279719705215e+18	0.023335757747191384	0.004257061332237964
-3018	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_stairway	6.779120717230244e+17	0.01213829359916942	0.002214346792599652
-3019	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_mixed	6.033941829789942e+17	0.010804020247661908	0.0019709399337835155
-3020	DeepLearning_grid_1_AutoML_20190416_022142_model_4	city	1.0	1.0	0.08407427732719723
-3021	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	0.7049055099487305	0.7049055099487305	0.05926442133289895
-3022	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	0.6995337009429932	0.6995337009429932	0.058812790372801856
-3023	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_central	0.69917231798172	0.69917231798172	0.05878240736149445
-3024	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	0.6943297386169434	0.6943297386169434	0.058375271001001254
-3025	DeepLearning_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	0.6884556412696838	0.6884556412696838	0.05788141051158081
-3026	DeepLearning_grid_1_AutoML_20190416_022142_model_4	supply_area	0.6818214058876038	0.6818214058876038	0.0573236419662139
-3027	DeepLearning_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	0.6562599539756775	0.6562599539756775	0.0551745813692848
-3028	DeepLearning_grid_1_AutoML_20190416_022142_model_4	room_count	0.6464897394180298	0.6464897394180298	0.054353157641018904
-3029	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	0.6446853280067444	0.6446853280067444	0.054201453055614135
-3030	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	0.6345584392547607	0.6345584392547607	0.05335004220221819
-3031	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	0.6274207234382629	0.6274207234382629	0.05274994390317923
-3032	DeepLearning_grid_1_AutoML_20190416_022142_model_4	floor	0.6248463988304138	0.6248463988304138	0.052533509422168695
-3033	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_district	0.6225252151489258	0.6225252151489258	0.052338357581603906
-3034	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	0.6115177273750305	0.6115177273750305	0.051412911001825705
-3035	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	0.5813051462173462	0.5813051462173462	0.048872810074804096
-3036	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	0.5590167045593262	0.5590167045593262	0.04699892544965666
-3037	DeepLearning_grid_1_AutoML_20190416_022142_model_4	bathroom_count	0.5174006819725037	0.5174006819725037	0.04350008842543725
-3038	DeepLearning_grid_1_AutoML_20190416_020809_model_4	city	1.0	1.0	0.10099911289943586
-3039	DeepLearning_grid_1_AutoML_20190416_020809_model_4	supply_area	0.6357630491256714	0.6357630491256714	0.06421150397593328
-3040	DeepLearning_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	0.5851655602455139	0.5851655602455139	0.0591012024840983
-3041	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	0.5831006765365601	0.5831006765365601	0.058892651061253465
-3042	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	0.5815253853797913	0.5815253853797913	0.05873354805186149
-3043	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_district	0.5506886839866638	0.5506886839866638	0.05561906856641082
-3044	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	0.5315724015235901	0.5315724015235901	0.05368834099570533
-3045	DeepLearning_grid_1_AutoML_20190416_020809_model_4	room_count	0.5235360264778137	0.5235360264778137	0.052876674245154756
-3046	DeepLearning_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	0.5208905339241028	0.5208905339241028	0.05260948184404789
-3047	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.509010910987854	0.509010910987854	0.05140965046590697
-3048	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	0.5082725882530212	0.5082725882530212	0.05133508052465537
-3049	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	0.5052271485328674	0.5052271485328674	0.05102749381453113
-3050	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	0.49917349219322205	0.49917349219322205	0.0504160798944289
-3051	DeepLearning_grid_1_AutoML_20190416_020809_model_4	bathroom_count	0.4991607964038849	0.4991607964038849	0.05041479763096829
-3052	DeepLearning_grid_1_AutoML_20190416_020809_model_4	floor	0.49660634994506836	0.49660634994506836	0.050156800804678714
-3053	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_central	0.4784940779209137	0.4784940779209137	0.04832747739764583
-3054	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	0.47503191232681274	0.47503191232681274	0.04797780174393068
-3055	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	0.41785746812820435	0.41785746812820435	0.042203233599352935
-3056	DeepLearning_grid_1_AutoML_20190416_021340_model_4	city	1.0	1.0	0.09986155302774685
-3057	DeepLearning_grid_1_AutoML_20190416_021340_model_4	supply_area	0.7093148827552795	0.7093148827552795	0.07083328577763638
-3058	DeepLearning_grid_1_AutoML_20190416_021340_model_4	room_count	0.6242623925209045	0.6242623925209045	0.06233981201395443
-3059	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	0.6130431294441223	0.6130431294441223	0.061219438979280096
-3060	DeepLearning_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	0.6047936081886292	0.6047936081886292	0.06039562897497114
-3061	DeepLearning_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	0.6030193567276001	0.6030193567276001	0.06021844946861103
-3062	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	0.5589218735694885	0.5589218735694885	0.055814806315827095
-3063	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	0.556253969669342	0.556253969669342	0.05554838528902969
-3064	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	0.5511273145675659	0.5511273145675659	0.0550364295487287
-3065	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_central	0.5313650369644165	0.5313650369644165	0.053062937815912745
-3066	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	0.5224857330322266	0.5224857330322266	0.05217623673543888
-3067	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_district	0.5093684792518616	0.5093684792518616	0.050866327401472546
-3068	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	0.5021281242370605	0.5021281242370605	0.050143294305222276
-3069	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	0.4478154480457306	0.4478154480457306	0.04471954611166294
-3070	DeepLearning_grid_1_AutoML_20190416_021340_model_4	bathroom_count	0.43615829944610596	0.43615829944610596	0.0435554451486292
-3071	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	0.43472594022750854	0.43472594022750854	0.04341240753256645
-3072	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	0.41862189769744873	0.41862189769744873	0.04180423283548979
-3073	DeepLearning_grid_1_AutoML_20190416_021340_model_4	floor	0.3904584050178528	0.3904584050178528	0.038991782717819765
-3074	GBM_grid_1_AutoML_20190416_021340_model_13	supply_area	1.219382936303116e+20	1.0	0.27318524758905416
-3075	GBM_grid_1_AutoML_20190416_021340_model_13	city	8.082047301288408e+19	0.6627981301584625	0.1810666712889017
-3076	GBM_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	7.0005285215939854e+19	0.5741041893548184	0.15683679511080928
-3077	GBM_grid_1_AutoML_20190416_021340_model_13	apartment_building_count_in_sites	3.5433785306476708e+19	0.2905878395666554	0.0793843108983851
-3078	GBM_grid_1_AutoML_20190416_021340_model_13	floor	2.845633069609858e+19	0.23336664675964322	0.06375232517406047
-3079	GBM_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	2.783400931380062e+19	0.2282630704853623	0.06235810342598141
-3080	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_district	2.4575056849072554e+19	0.20153682750046004	0.05505688811902567
-3081	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	1.7755494307466314e+19	0.14561048690165226	0.039778636915790595
-3082	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	1.6762011884491637e+19	0.13746306747009385	0.03755288212116844
-3083	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_individual	5.752700911617049e+18	0.04717714788643749	0.012888100825901846
-3084	GBM_grid_1_AutoML_20190416_021340_model_13	bathroom_count	4.388868612669047e+18	0.03599253755325682	0.009832630282844793
-3085	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_stairway	3.1640277776114647e+18	0.025947778039309435	0.007088550168054569
-3086	GBM_grid_1_AutoML_20190416_021340_model_13	room_count	2.8944319245273006e+18	0.023736857703639366	0.006484559348754867
-3087	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_mixed	2.56484204410726e+18	0.021033934195300957	0.005746160520915164
-3088	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_cogeneration	1.409814699855315e+18	0.011561705989830754	0.003158487513383765
-3089	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_gas	1.149436327624704e+18	0.009426377009256226	0.0025751471371414296
-3090	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_corridor	1.095290327759061e+18	0.008982332745115536	0.002453840794901656
-3091	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_central	3.573818578782126e+17	0.0029308418810723305	0.0008006627649251138
-3092	GBM_grid_1_AutoML_20190416_021340_model_10	supply_area	6.7788414687645794e+19	1.0	0.1780259206942399
-3093	GBM_grid_1_AutoML_20190416_021340_model_10	room_count	5.549179769999432e+19	0.8186029715503512	0.14573254769329194
-3094	GBM_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	4.28488301515469e+19	0.6320966547010274	0.11252958892089944
-3095	GBM_grid_1_AutoML_20190416_021340_model_10	city	3.8593610200891e+19	0.5693245723287957	0.10135453116268824
-3096	GBM_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	3.1071376166252184e+19	0.45835820633101243	0.08159964168983885
-3097	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	2.4810537055370084e+19	0.36599966483493707	0.06515742730602288
-3098	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_district	2.296646034251999e+19	0.3387962448796659	0.06031451342245368
-3099	GBM_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.0179787704340316e+19	0.29768785414623383	0.05299615431387587
-3100	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	1.986570780981959e+19	0.29305461562062535	0.0521713177595584
-3101	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.8607818129132225e+19	0.27449849970489776	0.04886784813915196
-3102	GBM_grid_1_AutoML_20190416_021340_model_10	floor	1.6178569233351836e+19	0.2386627465459865	0.04248815518926526
-3103	GBM_grid_1_AutoML_20190416_021340_model_10	bathroom_count	8.344884786250121e+18	0.12310193157195853	0.021915334707337236
-3104	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	4.801151113346679e+18	0.07082554055098256	0.012608782065255892
-3105	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	3.8188422024113684e+18	0.05633473241715062	0.01002904260562688
-3106	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_central	1.7491138177044316e+18	0.025802547909756644	0.004593522347891662
-3107	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	1.6815261507502735e+18	0.024805509296807998	0.004416023630853771
-3108	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	1.123964835097215e+18	0.016580485622450375	0.0029517562184943353
-3109	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	8.559486366247813e+17	0.012626768756413697	0.002247892133253811
-3110	DeepLearning_grid_1_AutoML_20190416_021340_model_7	city	1.0	1.0	0.11043662754183926
-3111	DeepLearning_grid_1_AutoML_20190416_021340_model_7	supply_area	0.5974629521369934	0.5974629521369934	0.06598179351520088
-3112	DeepLearning_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	0.5553152561187744	0.5553152561187744	0.06132714410829017
-3113	DeepLearning_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	0.5236496925354004	0.5236496925354004	0.05783010605693066
-3114	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	0.5180709362030029	0.5180709362030029	0.057214007021703005
-3115	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	0.5120643973350525	0.5120643973350525	0.05655066512592758
-3116	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	0.4818808436393738	0.4818808436393738	0.053217295248548804
-3117	DeepLearning_grid_1_AutoML_20190416_021340_model_7	bathroom_count	0.48013532161712646	0.48013532161712646	0.0530245256831118
-3118	DeepLearning_grid_1_AutoML_20190416_021340_model_7	floor	0.4776095151901245	0.4776095151901245	0.0527455841394902
-3119	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	0.4589800536632538	0.4589800536632538	0.05068820923554216
-3120	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	0.4482848048210144	0.4482848048210144	0.04950706202268448
-3121	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_district	0.44772404432296753	0.44772404432296753	0.0494451335244215
-3122	DeepLearning_grid_1_AutoML_20190416_021340_model_7	room_count	0.4409758150577545	0.4409758150577545	0.04869988184249223
-3123	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	0.43091046810150146	0.43091046810150146	0.047588298869605125
-3124	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	0.42951688170433044	0.42951688170433044	0.04743439588771338
-3125	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_central	0.42851996421813965	0.42851996421813965	0.047324299682600976
-3126	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	0.41270434856414795	0.41270434856414795	0.04557767642727621
-3127	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	0.41116154193878174	0.41116154193878174	0.04540729406662156
-3128	GBM_grid_1_AutoML_20190416_022142_model_12	supply_area	7.05545458097907e+21	1.0	0.30481502853151443
-3129	GBM_grid_1_AutoML_20190416_022142_model_12	city	6.335465797401209e+21	0.8979528852019129	0.2737095343227768
-3130	GBM_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4168073812517186e+21	0.6260131548658922	0.19081821766155027
-3131	GBM_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	9.195974669996644e+20	0.13033851418714026	0.03972913792070836
-3132	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	8.930198256424583e+20	0.12657155047811758	0.03858091077026543
-3133	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	7.194664363898301e+20	0.10197308027883177	0.03108292737463852
-3134	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	6.168031533404783e+20	0.08742217050100913	0.02664759139555202
-3135	GBM_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	5.2908731745436906e+20	0.07498982686115581	0.022858026214256536
-3136	GBM_grid_1_AutoML_20190416_022142_model_12	room_count	4.1576394371828705e+20	0.05892801646532496	0.01796214502018358
-3137	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	3.7904155717233594e+20	0.05372319427782882	0.016375636996600485
-3138	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_district	3.292788571678452e+20	0.04667011223565298	0.014225751592679546
-3139	GBM_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.803690243387e+20	0.02556447954820093	0.007792437562878184
-3140	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.016979734128157e+20	0.01441409228074193	0.004393631949810233
-3141	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	9.720269488944421e+19	0.013776957072545651	0.004199423563145452
-3142	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	9.261288475436306e+19	0.013126423491413273	0.004001131151051878
-3143	GBM_grid_1_AutoML_20190416_022142_model_12	floor	6.438667084684172e+19	0.00912580048639572	0.00278168113563362
-3144	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_central	6.200262204944548e+17	8.787898970620474e-05	2.6786836754617462e-05
-3145	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	0.0	0.0	0.0
-3146	XGBoost_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	6.099160939790661e+20	1.0	0.24722591208239844
-3147	XGBoost_grid_1_AutoML_20190416_022142_model_15	city	4.772963439520734e+20	0.7825606647599882	0.19346927410509615
-3148	XGBoost_grid_1_AutoML_20190416_022142_model_15	supply_area	4.5036647184588603e+20	0.738407260099852	0.18255340836645073
-3149	XGBoost_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	1.8255253128616083e+20	0.2993076147494257	0.0739965980496339
-3150	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	1.2498497877822774e+20	0.20492159497354984	0.050661928222715695
-3151	XGBoost_grid_1_AutoML_20190416_022142_model_15	floor	1.0386239283841833e+20	0.17028964125347898	0.042100011877075766
-3152	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	9.84974270057551e+19	0.16149340536853546	0.03992535443752868
-3153	XGBoost_grid_1_AutoML_20190416_022142_model_15	room_count	7.617532665660021e+19	0.12489476406440711	0.03087722196013901
-3154	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	7.14632640226499e+19	0.11716900853759517	0.028967215003497297
-3155	XGBoost_grid_1_AutoML_20190416_022142_model_15	bathroom_count	5.9041804086734225e+19	0.09680315812220672	0.02393224905921919
-3156	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_district	4.748014025350683e+19	0.07784700341935308	0.019245796423231154
-3157	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	4.330693507419e+19	0.07100474229439895	0.017554212175908433
-3158	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	4.078792314862961e+19	0.0668746464493681	0.016533145463632954
-3159	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	3.206489927115709e+19	0.0525726400527769	0.012997318887627401
-3160	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	1.610697013566269e+19	0.02640850158680273	0.006528865891526772
-3161	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	1.591435768870889e+19	0.02609270003826971	0.006450791565653662
-3162	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.0014194675621036e+19	0.01641897102647163	0.004059195087473924
-3163	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	7.207459248769335e+18	0.01181713242185197	0.0029215013411908355
-3164	DeepLearning_grid_1_AutoML_20190416_021340_model_5	supply_area	1.0	1.0	0.0665087077774199
-3165	DeepLearning_grid_1_AutoML_20190416_021340_model_5	room_count	0.9186531901359558	0.9186531901359558	0.06109843657154686
-3166	DeepLearning_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	0.9114259481430054	0.9114259481430054	0.060617762045801014
-3167	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	0.8867244124412537	0.8867244124412537	0.05897489482615971
-3168	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	0.8809428215026855	0.8809428215026855	0.0585903686839379
-3169	DeepLearning_grid_1_AutoML_20190416_021340_model_5	city	0.8709022402763367	0.8709022402763367	0.05792258260123922
-3170	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_central	0.8575815558433533	0.8575815558433533	0.057036641092890694
-3171	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	0.8467792868614197	0.8467792868614197	0.05631819614183819
-3172	DeepLearning_grid_1_AutoML_20190416_021340_model_5	floor	0.845142662525177	0.845142662525177	0.05620934637211761
-3173	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_district	0.823436975479126	0.823436975479126	0.05476572917526367
-3174	DeepLearning_grid_1_AutoML_20190416_021340_model_5	bathroom_count	0.812926709651947	0.812926709651947	0.054066704976700825
-3175	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	0.8029020428657532	0.8029020428657532	0.05339997734285185
-3176	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	0.7853900194168091	0.7853900194168091	0.052235275292694706
-3177	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	0.7751805186271667	0.7751805186271667	0.051556254588123046
-3178	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	0.774206280708313	0.774206280708313	0.05149145928307232
-3179	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	0.7656461000442505	0.7656461000442505	0.050922132728764266
-3180	DeepLearning_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	0.7428159117698669	0.7428159117698669	0.04940372640831981
-3181	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	0.7349684834480286	0.7349684834480286	0.04888180409125841
-3182	DeepLearning_grid_1_AutoML_20190416_022142_model_6	city	1.0	1.0	0.12702490707017725
-3183	DeepLearning_grid_1_AutoML_20190416_022142_model_6	supply_area	0.6145082116127014	0.6145082116127014	0.0780578484739642
-3184	DeepLearning_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	0.5621442794799805	0.5621442794799805	0.07140632486097626
-3185	DeepLearning_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	0.48283886909484863	0.48283886909484863	0.06133256247664262
-3186	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	0.463399738073349	0.463399738073349	0.05886330866511163
-3187	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	0.4178721308708191	0.4178721308708191	0.053080168591082735
-3188	DeepLearning_grid_1_AutoML_20190416_022142_model_6	room_count	0.3930974304676056	0.3930974304676056	0.049933164574673054
-3189	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_district	0.3909040093421936	0.3909040093421936	0.04965454546005184
-3190	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	0.3756101727485657	0.3756101727485657	0.04771184728799977
-3191	DeepLearning_grid_1_AutoML_20190416_022142_model_6	bathroom_count	0.37515878677368164	0.37515878677368164	0.047654510026487344
-3192	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	0.37384381890296936	0.37384381890296936	0.04748747635490985
-3193	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	0.3726748824119568	0.3726748824119568	0.04733899230576804
-3194	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	0.3706105351448059	0.3706105351448059	0.047076768785997626
-3195	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	0.3529074192047119	0.3529074192047119	0.04482803212885461
-3196	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	0.3523550033569336	0.3523550033569336	0.04475786155712648
-3197	DeepLearning_grid_1_AutoML_20190416_022142_model_6	floor	0.3486396074295044	0.3486396074295044	0.04428591373471587
-3198	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	0.32672083377838135	0.32672083377838135	0.04150168354858971
-3199	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_central	0.2991860806941986	0.2991860806941986	0.03800408409687112
-3200	GBM_grid_1_AutoML_20190416_022142_model_42	supply_area	6.335561498893291e+21	1.0	0.28873369189332454
-3201	GBM_grid_1_AutoML_20190416_022142_model_42	city	4.761041707619643e+21	0.7514790454565569	0.2169773191751431
-3202	GBM_grid_1_AutoML_20190416_022142_model_42	exclusive_use_area	3.395841345726827e+21	0.5359969035609582	0.1547603648085457
-3203	GBM_grid_1_AutoML_20190416_022142_model_42	apartment_building_count_in_sites	1.0754945642819307e+21	0.16975520866931848	0.049014048117214014
-3204	GBM_grid_1_AutoML_20190416_022142_model_42	total_parking_capacity_in_site	8.978916649081105e+20	0.1417225079521296	0.04092006294539942
-3205	GBM_grid_1_AutoML_20190416_022142_model_42	room_count	8.878274567470768e+20	0.14013398132149207	0.04046140178666459
-3206	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_in_sites	6.803338148026778e+20	0.10738334951393336	0.031005190953029213
-3207	GBM_grid_1_AutoML_20190416_022142_model_42	bathroom_count	6.694448145911377e+20	0.1056646383604796	0.030508941136394276
-3208	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_cogeneration	6.450115903440017e+20	0.10180811763198473	0.029395433668592822
-3209	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_gas	6.090013003047565e+20	0.0961242820247484	0.02775431882960074
-3210	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_individual	5.8511262458443937e+20	0.09235371240365169	0.026665628342360668
-3211	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_district	5.500866173543792e+20	0.08682523521403264	0.025069370712853933
-3212	GBM_grid_1_AutoML_20190416_022142_model_42	floor	2.6454747623155617e+20	0.0417559637417722	0.012056353569725684
-3213	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_of_area_type	2.416173987287993e+20	0.038136698502730264	0.011011349755315931
-3214	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_stairway	1.496638163308228e+20	0.02362281801809775	0.00682070345928951
-3215	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_corridor	1.4945248139987124e+20	0.02358946108028119	0.006811072187483479
-3216	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_central	4.365437195247419e+19	0.0068903714311825135	0.0019894823818416172
-3217	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_mixed	9.93258809797378e+17	0.00015677518243187798	4.52662772208056e-05
-3218	GBM_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	1.4074094521988573e+20	1.0	0.31697497307922845
-3219	GBM_grid_1_AutoML_20190416_022142_model_3	city	7.374965887019149e+19	0.5240099727550442	0.16609804700727737
-3220	GBM_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	6.745009056173261e+19	0.47924994717317254	0.15191023910343804
-3221	GBM_grid_1_AutoML_20190416_022142_model_3	supply_area	3.7604353201101865e+19	0.26718843718401164	0.08469204768348322
-3222	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	3.114892692038248e+19	0.2213210013029055	0.07015321842985635
-3223	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	2.018866076317647e+19	0.1434455391189454	0.045468645900563126
-3224	GBM_grid_1_AutoML_20190416_022142_model_3	floor	1.437103259042762e+19	0.10210982005254496	0.0323662574622803
-3225	GBM_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.291491085885689e+19	0.09176370699144702	0.029086798553264126
-3226	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_district	1.1221904844639961e+19	0.07973447120955092	0.025273831865133916
-3227	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	1.1148293640671986e+19	0.07921144499388234	0.025108045644502638
-3228	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.0348761770302112e+19	0.07353056890540126	0.023307350099289918
-3229	GBM_grid_1_AutoML_20190416_022142_model_3	room_count	5.113326103972282e+18	0.03633147479565033	0.01151616824527993
-3230	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	4.341809515000234e+18	0.030849654364739666	0.009778568361766857
-3231	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.4690519883133747e+18	0.010437985804473677	0.0033085802693744127
-3232	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_central	8.603365813728051e+17	0.006112908933705566	0.0019376391446970969
-3233	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	5.147528955774894e+17	0.003657449470538005	0.0011593199474624226
-3234	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	5.061138952790999e+17	0.0035960671891777907	0.001139863300480727
-3235	GBM_grid_1_AutoML_20190416_022142_model_3	bathroom_count	3.198694417162568e+17	0.0022727532575293617	0.0007204059026210982
-3236	XGBoost_grid_1_AutoML_20190416_022142_model_10	supply_area	7.505464107370115e+20	1.0	0.23939299000041214
-3237	XGBoost_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	6.73700012551561e+20	0.8976127297577908	0.21488219523914948
-3238	XGBoost_grid_1_AutoML_20190416_022142_model_10	city	6.444489922343013e+20	0.8586397629980989	0.20555234019736013
-3239	XGBoost_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	1.9530670783868803e+20	0.26021936158072273	0.062294691024807586
-3240	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	1.5294922744336168e+20	0.20378383702237765	0.04878442205854367
-3241	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	1.1759538982636382e+20	0.15667970447142512	0.0375080229257954
-3242	XGBoost_grid_1_AutoML_20190416_022142_model_10	floor	1.0501493611102523e+20	0.13991797790079905	0.033495383084483875
-3243	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	1.0112559404767458e+20	0.13473596382717043	0.0322548452411737
-3244	XGBoost_grid_1_AutoML_20190416_022142_model_10	bathroom_count	7.46621875505479e+19	0.09947710958637739	0.02381412270048154
-3245	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	6.6917654255005336e+19	0.08915858273080599	0.021343939704126756
-3246	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_district	5.727894829782794e+19	0.07631633098022803	0.01826959465921787
-3247	XGBoost_grid_1_AutoML_20190416_022142_model_10	room_count	5.48265755730038e+19	0.07304888117333867	0.01748739008027036
-3248	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	4.747480542308886e+19	0.06325365726080841	0.015142482140126205
-3249	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.907656960337353e+19	0.03874053514535005	0.0092742125426614
-3250	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	2.453187902744979e+19	0.03268535919499009	0.007824645866926142
-3251	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.6412731125207663e+19	0.02186770983168237	0.005234976441067852
-3252	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_central	1.5556118108681798e+19	0.020726390648389364	0.004961752629234511
-3253	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	7.781561548631179e+18	0.010367861916746688	0.002481993464161394
-3254	GBM_grid_1_AutoML_20190416_022142_model_5	supply_area	6.757654759306638e+19	1.0	0.17261283780291298
-3255	GBM_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	6.086835238521432e+19	0.9007319040882705	0.1554778900642976
-3256	GBM_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.423910651028308e+19	0.802632103032269	0.13854460501611995
-3257	GBM_grid_1_AutoML_20190416_022142_model_5	room_count	3.804024359081738e+19	0.5629207905069193	0.0971673551076584
-3258	GBM_grid_1_AutoML_20190416_022142_model_5	city	3.0460735995487715e+19	0.4507589848909817	0.07780678754719272
-3259	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	2.7998058647688053e+19	0.41431620354871107	0.07151629564227234
-3260	GBM_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.599378968774076e+19	0.3846569647841528	0.06639673027204777
-3261	GBM_grid_1_AutoML_20190416_022142_model_5	floor	2.543594146827233e+19	0.37640190826916636	0.06497180154077255
-3262	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	2.108500903041853e+19	0.3120166652695637	0.05385808203398098
-3263	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	1.2558506363736556e+19	0.18584119507497757	0.032078576062576615
-3264	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_district	1.1211537549501661e+19	0.16590870573938596	0.028637972513883846
-3265	GBM_grid_1_AutoML_20190416_022142_model_5	bathroom_count	5.072979524791042e+18	0.0750701198193728	0.012958066416226639
-3266	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	3.92498218300919e+18	0.058082016954235594	0.010025701771787509
-3267	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	2.9533882877644636e+18	0.043704338161061854	0.007543929834279029
-3268	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	1.2239026767611822e+18	0.018111352538032876	0.003126251958038845
-3269	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_central	1.1878880359544259e+18	0.017578406684929666	0.0030342586619394054
-3270	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.0760923737017549e+18	0.01592405075473501	0.002748695590092428
-3271	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	5.849525554826445e+17	0.008656147381264901	0.0014941621639203882
-3272	GBM_grid_1_AutoML_20190416_020809_model_3	supply_area	4.166770063214899e+21	1.0	0.1931465378744332
-3273	GBM_grid_1_AutoML_20190416_020809_model_3	city	4.0054573170119756e+21	0.9612859016082923	0.1856690438031447
-3274	GBM_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	3.541830312722646e+21	0.8500181817064134	0.1641780689269146
-3275	GBM_grid_1_AutoML_20190416_020809_model_3	room_count	1.5117816929771219e+21	0.36281860290862716	0.07007715702824009
-3276	GBM_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	1.3418605975614563e+21	0.32203855197282827	0.062200631375647505
-3277	GBM_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	1.1507237479886902e+21	0.2761668463896089	0.05334067025585338
-3278	GBM_grid_1_AutoML_20190416_020809_model_3	bathroom_count	9.322823479313627e+20	0.22374221130216482	0.04321503348938301
-3279	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	8.080280342122107e+20	0.19392191600531258	0.03745534669440276
-3280	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	7.546584083030333e+20	0.18111352362956443	0.03498145005128972
-3281	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	7.501489680698961e+20	0.180031284829553	0.03477241937391413
-3282	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_district	6.813875163779941e+20	0.16352894593186768	0.03158504974899562
-3283	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	6.653582905105082e+20	0.15968202718561977	0.030842030711673584
-3284	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	4.054497154091901e+20	0.09730551704510489	0.018794223733343655
-3285	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	3.031111489298461e+20	0.07274487056671869	0.014050419898085472
-3286	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	2.6222066333657753e+20	0.06293139754735097	0.012154981559870435
-3287	GBM_grid_1_AutoML_20190416_020809_model_3	floor	2.5410542309866052e+20	0.06098378822051049	0.011778807561259243
-3288	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_central	3.7928273724691186e+19	0.009102559812342363	0.0017581279135488776
-3289	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.0	0.0	0.0
-3290	DeepLearning_grid_1_AutoML_20190416_015849_model_5	city	1.0	1.0	0.12292167047630163
-3291	DeepLearning_grid_1_AutoML_20190416_015849_model_5	supply_area	0.5566843152046204	0.5566843152046204	0.06842856595290799
-3292	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	0.5210067629814148	0.5210067629814148	0.06404302163512605
-3293	DeepLearning_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	0.5073556303977966	0.5073556303977966	0.06236500161405425
-3294	DeepLearning_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	0.470718115568161	0.470718115568161	0.05786145708909516
-3295	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	0.45125481486320496	0.45125481486320496	0.055468995653459384
-3296	DeepLearning_grid_1_AutoML_20190416_015849_model_5	floor	0.43693533539772034	0.43693533539772034	0.053708821317210914
-3297	DeepLearning_grid_1_AutoML_20190416_015849_model_5	bathroom_count	0.43297556042671204	0.43297556042671204	0.053222079163064324
-3298	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_central	0.39531174302101135	0.39531174302101135	0.04859237981104119
-3299	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_district	0.39332646131515503	0.39332646131515503	0.04834834566739129
-3300	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	0.39085933566093445	0.39085933566093445	0.04804508246069956
-3301	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	0.387646347284317	0.387646347284317	0.047650136562224804
-3302	DeepLearning_grid_1_AutoML_20190416_015849_model_5	room_count	0.38671767711639404	0.38671767711639404	0.0475359828738622
-3303	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.3857880234718323	0.3857880234718323	0.04742170829490829
-3304	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	0.36729907989501953	0.36729907989501953	0.04514901646510438
-3305	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	0.36065393686294556	0.36065393686294556	0.04433218438304789
-3306	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	0.3498469293117523	0.3498469293117523	0.04300376896200521
-3307	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	0.34088197350502014	0.34088197350502014	0.04190178161849547
-3308	GBM_grid_1_AutoML_20190416_022142_model_31	supply_area	3.596274047142951e+22	1.0	0.30453304088325084
-3309	GBM_grid_1_AutoML_20190416_022142_model_31	city	2.3533875104798443e+22	0.6543960442473747	0.19928521729662343
-3310	GBM_grid_1_AutoML_20190416_022142_model_31	exclusive_use_area	1.9625309074594646e+22	0.5457122793571839	0.16618741987997332
-3311	GBM_grid_1_AutoML_20190416_022142_model_31	apartment_building_count_in_sites	6.57041070866178e+21	0.18270050120016917	0.055638339201381545
-3312	GBM_grid_1_AutoML_20190416_022142_model_31	total_parking_capacity_in_site	5.895800757879258e+21	0.16394192101581243	0.04992573173518709
-3313	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_in_sites	4.007370220953701e+21	0.11143116927191198	0.03393447282755162
-3314	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_district	3.309272872214535e+21	0.09201948541278651	0.02802297371326782
-3315	GBM_grid_1_AutoML_20190416_022142_model_31	floor	3.2985906153733887e+21	0.09172244862690439	0.02793251619760895
-3316	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_cogeneration	3.2522080428111e+21	0.09043270896985191	0.02753974785789904
-3317	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_of_area_type	3.246614290598929e+21	0.09027716597899962	0.027492379877906717
-3318	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_gas	3.2163810633504375e+21	0.08943648401616339	0.027236364443348496
-3319	GBM_grid_1_AutoML_20190416_022142_model_31	bathroom_count	2.148673856142928e+21	0.05974722248572617	0.018195003347906333
-3320	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_individual	1.5928674561555557e+21	0.04429216003215896	0.013488426181880954
-3321	GBM_grid_1_AutoML_20190416_022142_model_31	room_count	9.958776079007173e+20	0.02769192766863496	0.008433106940848437
-3322	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_stairway	7.250369669164224e+20	0.02016078189292681	0.006139624216436984
-3323	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_corridor	3.9994733701133396e+20	0.011121158503731686	0.0033867602172860346
-3324	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_central	2.8551934991352306e+20	0.007939310135175962	0.002417782257980349
-3325	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_mixed	2.4928263964379316e+19	0.0006931691978308355	0.000211092923662028
-3326	GBM_grid_1_AutoML_20190416_020809_model_10	supply_area	4.46438087444047e+21	1.0	0.28898098981018877
-3327	GBM_grid_1_AutoML_20190416_020809_model_10	city	4.3319671640964297e+21	0.9703399611126065	0.2804098024147011
-3328	GBM_grid_1_AutoML_20190416_020809_model_10	exclusive_use_area	2.812839959389578e+21	0.6300627205652827	0.18207614863145574
-3329	GBM_grid_1_AutoML_20190416_020809_model_10	room_count	6.804704005351266e+20	0.1524221207090471	0.044047095311468505
-3330	GBM_grid_1_AutoML_20190416_020809_model_10	apartment_building_count_in_sites	5.918318193066157e+20	0.1325675017324303	0.03830948786730162
-3331	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_gas	4.38730085202435e+20	0.09827344430092379	0.02839915720613741
-3332	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_cogeneration	4.2738062711336835e+20	0.09573121987871001	0.02766450267628644
-3333	GBM_grid_1_AutoML_20190416_020809_model_10	total_parking_capacity_in_site	3.983471517687339e+20	0.08922786002631541	0.025785155309049602
-3334	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_individual	3.853681998551172e+20	0.08632063676767188	0.02494502305416759
-3335	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_district	3.024497531033202e+20	0.06774730060217518	0.019577681984984982
-3336	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_in_sites	1.91960234248389e+20	0.04299817592791022	0.012425655439680126
-3337	GBM_grid_1_AutoML_20190416_020809_model_10	bathroom_count	1.6582538821392086e+20	0.03714409520104041	0.01073393739680054
-3338	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_stairway	7.571551968995731e+19	0.0169599148951302	0.0049010929934912885
-3339	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_corridor	7.3433333772926845e+19	0.016448716146363833	0.004753366273083054
-3340	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_of_area_type	6.5887719723035e+19	0.01475853462688549	0.004264935944625314
-3341	GBM_grid_1_AutoML_20190416_020809_model_10	floor	4.1677247735593435e+19	0.009335504498329105	0.0026977833303046144
-3342	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_central	4.3541168984057446e+17	9.753013958405721e-05	2.8184356273326724e-05
-3343	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_mixed	0.0	0.0	0.0
-3344	GBM_grid_1_AutoML_20190416_022142_model_39	supply_area	1.586146502214775e+20	1.0	0.3581172884811309
-3345	GBM_grid_1_AutoML_20190416_022142_model_39	city	4.941535548518328e+19	0.3115434508488555	0.11156909586204661
-3346	GBM_grid_1_AutoML_20190416_022142_model_39	exclusive_use_area	4.5379136260547805e+19	0.28609675207922985	0.10245619309787214
-3347	GBM_grid_1_AutoML_20190416_022142_model_39	apartment_building_count_in_sites	3.124926835153332e+19	0.19701375823670264	0.07055403289320501
-3348	GBM_grid_1_AutoML_20190416_022142_model_39	floor	3.0054316915443106e+19	0.18948008190591178	0.06785609315332772
-3349	GBM_grid_1_AutoML_20190416_022142_model_39	total_parking_capacity_in_site	2.87729042829911e+19	0.18140130336519858	0.06496294288808796
-3350	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_of_area_type	2.718357561820368e+19	0.17138124114163852	0.061374585374174416
-3351	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_in_sites	2.361493910644274e+19	0.14888245867244057	0.05331738240217845
-3352	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_district	2.1176418029105316e+19	0.13350858826430073	0.04781173361815511
-3353	GBM_grid_1_AutoML_20190416_022142_model_39	room_count	6.886774038144745e+18	0.0434182720734092	0.015548833865465314
-3354	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_individual	4.912524494414807e+18	0.030971442345050282	0.011091408952959085
-3355	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_stairway	4.907410116078207e+18	0.03093919829742001	0.011079861802052076
-3356	GBM_grid_1_AutoML_20190416_022142_model_39	bathroom_count	3.642533588752138e+18	0.022964673084522647	0.008224046455884858
-3357	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_cogeneration	1.985161509440848e+18	0.012515625175032184	0.004482061751328705
-3358	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_gas	1.7262129146432061e+18	0.0108830610049756	0.003897412297476593
-3359	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_mixed	1.5267430885448745e+18	0.009625485958661738	0.0034470529318291403
-3360	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_corridor	9.800212395547689e+17	0.006178630020533043	0.0022126742294814074
-3361	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_central	8.846292599963648e+17	0.005577222903187917	0.001997299943344518
-3362	GBM_grid_1_AutoML_20190416_020809_model_13	exclusive_use_area	4.8956573263377465e+20	1.0	0.219737746189344
-3363	GBM_grid_1_AutoML_20190416_020809_model_13	city	4.525570860365088e+20	0.924405153117711	0.20312670491190124
-3364	GBM_grid_1_AutoML_20190416_020809_model_13	supply_area	3.751294772085229e+20	0.7662494578417376	0.16837392888495017
-3365	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_cogeneration	1.904124033514571e+20	0.3889414447516026	0.0854651164693444
-3366	GBM_grid_1_AutoML_20190416_020809_model_13	apartment_building_count_in_sites	1.4466692301067387e+20	0.2955005086495579	0.0649326157684586
-3367	GBM_grid_1_AutoML_20190416_020809_model_13	room_count	1.3022546230244069e+20	0.2660019965079079	0.058450679194513425
-3368	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_in_sites	1.0731561581363488e+20	0.21920573410294952	0.04816777396356275
-3369	GBM_grid_1_AutoML_20190416_020809_model_13	total_parking_capacity_in_site	7.956420621135931e+19	0.16251996597743543	0.03571177103465053
-3370	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_gas	6.449809975324705e+19	0.13174553579610035	0.02894946710634263
-3371	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_corridor	5.364028169147069e+19	0.10956706753737792	0.02407602047723906
-3372	GBM_grid_1_AutoML_20190416_020809_model_13	bathroom_count	4.259775447232099e+19	0.0870113074359858	0.019119668588971628
-3373	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_individual	3.9607658988863226e+19	0.0809036587911928	0.017777587641248413
-3374	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_of_area_type	2.3513841211291992e+19	0.0480299981062641	0.010554003533348932
-3375	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_district	2.261638463632913e+19	0.04619682941176682	0.01015118717603524
-3376	GBM_grid_1_AutoML_20190416_020809_model_13	floor	6.950336805346476e+18	0.01419694300897027	0.003119604259569691
-3377	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_stairway	4.573295195554054e+18	0.009341534528878394	0.0020526877433256737
-3378	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_central	5.200871762396447e+17	0.0010623439133324757	0.000233437057193646
-3379	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_mixed	0.0	0.0	0.0
-3380	GBM_grid_1_AutoML_20190416_015849_model_10	supply_area	2.780485818191572e+21	1.0	0.19815624551150918
-3381	GBM_grid_1_AutoML_20190416_015849_model_10	city	2.7194651394654454e+21	0.9780539507423871	0.19380749878680995
-3382	GBM_grid_1_AutoML_20190416_015849_model_10	exclusive_use_area	2.1080283065559558e+21	0.7581510730117723	0.15023237015853488
-3383	GBM_grid_1_AutoML_20190416_015849_model_10	room_count	9.633253786878508e+20	0.3464593749715284	0.0686530889666222
-3384	GBM_grid_1_AutoML_20190416_015849_model_10	total_parking_capacity_in_site	7.816191371035426e+20	0.2811088378835565	0.05570347189510906
-3385	GBM_grid_1_AutoML_20190416_015849_model_10	bathroom_count	7.333752408890105e+20	0.2637579505318239	0.05226528520119659
-3386	GBM_grid_1_AutoML_20190416_015849_model_10	apartment_building_count_in_sites	7.076966306074182e+20	0.25452265427043397	0.05043525356785309
-3387	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_cogeneration	6.104074085509146e+20	0.21953264589852273	0.04350176487845887
-3388	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_gas	5.972630900884803e+20	0.21480529991587596	0.04256501174730368
-3389	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_in_sites	4.695897350115961e+20	0.16888765694802835	0.033466144014057043
-3390	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_individual	4.458504521351682e+20	0.16034983858509638	0.031774321982399226
-3391	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_district	4.290968855994895e+20	0.15432442877143468	0.03058034939605582
-3392	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_corridor	2.1844847211611737e+20	0.07856485751047501	0.015568117193422422
-3393	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_of_area_type	1.9657019623258404e+20	0.07069634915830403	0.01400892312058027
-3394	GBM_grid_1_AutoML_20190416_015849_model_10	floor	1.4193584168039455e+20	0.05104713742892227	0.010115309097025271
-3395	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_stairway	1.1938677574298763e+20	0.04293737984991299	0.008508309983160286
-3396	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_central	9.240414467085304e+18	0.0033233093319984166	0.0006585344999021678
-3397	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_mixed	0.0	0.0	0.0
-3398	DeepLearning_grid_1_AutoML_20190416_022142_model_9	city	1.0	1.0	0.14313807997536115
-3399	DeepLearning_grid_1_AutoML_20190416_022142_model_9	supply_area	0.5418451428413391	0.5418451428413391	0.07755867339028458
-3400	DeepLearning_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	0.46861523389816284	0.46861523389816284	0.06707668482738781
-3401	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	0.40148860216140747	0.40148860216140747	0.0574683076453755
-3402	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	0.3762429356575012	0.3762429356575012	0.05385469141430807
-3403	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	0.37205055356025696	0.37205055356025696	0.053254601890385445
-3404	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	0.3478339910507202	0.3478339910507202	0.049788289629167044
-3405	DeepLearning_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	0.3417264521121979	0.3417264521121979	0.0489140682321322
-3406	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	0.3324684798717499	0.3324684798717499	0.047588899861169286
-3407	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	0.3296869397163391	0.3296869397163391	0.04719075554394942
-3408	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_district	0.3286779224872589	0.3286779224872589	0.047046326755116816
-3409	DeepLearning_grid_1_AutoML_20190416_022142_model_9	floor	0.3285304605960846	0.3285304605960846	0.04702521934314459
-3410	DeepLearning_grid_1_AutoML_20190416_022142_model_9	room_count	0.3236302137374878	0.3236302137374878	0.04632380741639975
-3411	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	0.32168859243392944	0.32168859243392944	0.04604588747096915
-3412	DeepLearning_grid_1_AutoML_20190416_022142_model_9	bathroom_count	0.3161783516407013	0.3161783516407013	0.045257162183624564
-3413	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	0.3031919598579407	0.3031919598579407	0.0433983149980324
-3414	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_central	0.27992966771125793	0.27992966771125793	0.04006859516433031
-3415	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	0.27247560024261475	0.27247560024261475	0.039001634258861925
-3416	GBM_grid_1_AutoML_20190416_015849_model_12	supply_area	3.3029771214104476e+21	1.0	0.3337044246384953
-3417	GBM_grid_1_AutoML_20190416_015849_model_12	city	1.9971874013769735e+21	0.6046628020614713	0.20177865246222362
-3418	GBM_grid_1_AutoML_20190416_015849_model_12	exclusive_use_area	1.6638645932187263e+21	0.5037469325576853	0.16810258029256928
-3419	GBM_grid_1_AutoML_20190416_015849_model_12	apartment_building_count_in_sites	5.121714805946167e+20	0.155063587111953	0.05174540511957547
-3420	GBM_grid_1_AutoML_20190416_015849_model_12	total_parking_capacity_in_site	4.6628289661645514e+20	0.1411704893727334	0.04710921693206281
-3421	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_district	4.481366974491284e+20	0.1356765974987328	0.04527588090522334
-3422	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_cogeneration	3.0826822790002246e+20	0.09333041573366539	0.03114477268367438
-3423	GBM_grid_1_AutoML_20190416_015849_model_12	floor	2.8676723403839767e+20	0.0868208357180329	0.02897249702991949
-3424	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_in_sites	2.7898446852453407e+20	0.08446454767007325	0.028186193282592552
-3425	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_of_area_type	2.6672545923259905e+20	0.08075304473156662	0.026947648329954114
-3426	GBM_grid_1_AutoML_20190416_015849_model_12	bathroom_count	1.4026016836747788e+20	0.042464771390115945	0.014170682104143876
-3427	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_individual	1.1090518702678868e+20	0.03357734036602397	0.011204907047734951
-3428	GBM_grid_1_AutoML_20190416_015849_model_12	room_count	4.126709031601439e+19	0.012493907405084412	0.0041692721821003295
-3429	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_stairway	3.555022138883493e+19	0.010763084357561086	0.003591688872875511
-3430	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_corridor	2.5001632176277553e+19	0.007569423358767099	0.002525950066782561
-3431	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_central	1.2702462122626384e+19	0.003845761461769417	0.001283347615896662
-3432	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_mixed	8.599349160312832e+17	0.00026035146003798874	8.688043417576923e-05
-3433	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_gas	0.0	0.0	0.0
-3434	GBM_grid_1_AutoML_20190416_021340_model_18	supply_area	2.2251566590272125e+21	1.0	0.23450783334238412
-3435	GBM_grid_1_AutoML_20190416_021340_model_18	city	1.4712522518180429e+21	0.6611904136499048	0.15505433133179392
-3436	GBM_grid_1_AutoML_20190416_021340_model_18	exclusive_use_area	1.2854040355826932e+21	0.5776690060755733	0.13546790700383124
-3437	GBM_grid_1_AutoML_20190416_021340_model_18	room_count	6.178871838445352e+20	0.27768255387225693	0.06511873406556283
-3438	GBM_grid_1_AutoML_20190416_021340_model_18	total_parking_capacity_in_site	5.203702485318726e+20	0.23385780341388032	0.05484148678879828
-3439	GBM_grid_1_AutoML_20190416_021340_model_18	bathroom_count	4.984615733508545e+20	0.22401190106262922	0.0525325455611057
-3440	GBM_grid_1_AutoML_20190416_021340_model_18	apartment_building_count_in_sites	4.9555893302227e+20	0.22270743545711386	0.052226638158286626
-3441	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_in_sites	4.0556811082126905e+20	0.18226496960379146	0.04274256311600064
-3442	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_cogeneration	3.814376832803296e+20	0.17142059716689134	0.04019947283186532
-3443	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_gas	3.7203416725838e+20	0.1671945953778485	0.039208442308615844
-3444	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_district	3.5500658483287346e+20	0.15954228813178223	0.03741391631627062
-3445	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_individual	2.7775795890570343e+20	0.12482624887504902	0.029272733167944962
-3446	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_of_area_type	1.7276348250704786e+20	0.07764104239859503	0.018207432631338703
-3447	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_corridor	1.495066125563299e+20	0.06718925247343743	0.015756406021440236
-3448	GBM_grid_1_AutoML_20190416_021340_model_18	floor	1.2135734687056685e+20	0.05453878780994301	0.012789772962429766
-3449	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_stairway	1.167175573349335e+20	0.05245363595476453	0.012300788518682007
-3450	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_central	1.8828595665943134e+19	0.008461694411293524	0.001984333622797805
-3451	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_mixed	3.555029230733492e+18	0.0015976534579312134	0.00037466225085141673
-3452	GBM_grid_1_AutoML_20190416_022142_model_25	supply_area	2.492982885969671e+22	1.0	0.2505504995980587
-3453	GBM_grid_1_AutoML_20190416_022142_model_25	city	2.079769063319136e+22	0.834249234129896	0.20902156240054331
-3454	GBM_grid_1_AutoML_20190416_022142_model_25	exclusive_use_area	1.6750528576255051e+22	0.6719070824964674	0.16834665520296394
-3455	GBM_grid_1_AutoML_20190416_022142_model_25	apartment_building_count_in_sites	5.862788809660679e+21	0.23517164288034362	0.05892237261496634
-3456	GBM_grid_1_AutoML_20190416_022142_model_25	total_parking_capacity_in_site	4.4783673660332227e+21	0.17963891333699694	0.045008619483836956
-3457	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_in_sites	3.607983687649091e+21	0.1447255698366228	0.03626106382717958
-3458	GBM_grid_1_AutoML_20190416_022142_model_25	bathroom_count	3.48657283414467e+21	0.1398554660670497	0.03504085689461865
-3459	GBM_grid_1_AutoML_20190416_022142_model_25	room_count	3.3525248800858476e+21	0.1344784554660851	0.033693644202202916
-3460	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_cogeneration	3.1997917726480416e+21	0.12835193497140474	0.032158641431463006
-3461	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_district	3.125536421991957e+21	0.1253733605466067	0.03141235812123985
-3462	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_gas	2.904147345609771e+21	0.11649287132912561	0.029187347111124792
-3463	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_individual	1.9267920578140103e+21	0.07728861953517041	0.019364702237781226
-3464	GBM_grid_1_AutoML_20190416_022142_model_25	floor	1.8041521438237823e+21	0.07236921496643323	0.018132142965359154
-3465	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_of_area_type	1.7100678662208503e+21	0.06859525092791409	0.017186574390043077
-3466	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_stairway	7.079759945218036e+20	0.028398750689635363	0.0071153211732488545
-3467	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_corridor	5.993560676465566e+20	0.024041724113698877	0.006023665987885949
-3468	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_central	2.453232630877997e+20	0.00984055143212019	0.0024655550776381055
-3469	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_mixed	1.0787542776087052e+19	0.00043271627883201963	0.0001084172798455754
-3470	GBM_grid_1_AutoML_20190416_020809_model_6	supply_area	2.863895072860259e+22	1.0	0.3147257805033109
-3471	GBM_grid_1_AutoML_20190416_020809_model_6	city	2.2950782802043716e+22	0.8013835080599538	0.2522160500566503
-3472	GBM_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	1.7706559460552701e+22	0.6182684424561903	0.19458501811259088
-3473	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_district	7.191432890428175e+21	0.2511067168129827	0.07902975743858984
-3474	GBM_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	4.3974936942497403e+21	0.1535493997640713	0.04832595468656225
-3475	GBM_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	3.467063522033878e+21	0.12106112248627936	0.038101056263101195
-3476	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	2.041514221446856e+21	0.07128453276075976	0.022435080210943953
-3477	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	1.1754871423835077e+21	0.041045049224150275	0.012917935152867512
-3478	GBM_grid_1_AutoML_20190416_020809_model_6	floor	1.02696131179134e+21	0.0358589014494055	0.011285720746655452
-3479	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	9.333736264160699e+20	0.03259105528205966	0.01025724531107278
-3480	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	5.617773638527075e+20	0.019615850076924898	0.00617361372569612
-3481	GBM_grid_1_AutoML_20190416_020809_model_6	bathroom_count	4.7476359692725885e+20	0.016577548578031457	0.005217381915052503
-3482	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	3.325317227362019e+20	0.011611169902397727	0.0036543345100886774
-3483	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_central	5.331170363662611e+19	0.0018615103654402426	0.0005858653026781839
-3484	GBM_grid_1_AutoML_20190416_020809_model_6	room_count	2.7328288940605047e+19	0.0009542349927405495	0.00030032235287384066
-3485	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	1.7187760378952548e+19	0.0006001532857063303	0.00018888371126555138
-3486	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	0.0	0.0	0.0
-3487	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	0.0	0.0	0.0
-3488	GBM_grid_1_AutoML_20190416_022142_model_41	supply_area	1.2536818901498953e+22	1.0	0.2686405672781128
-3489	GBM_grid_1_AutoML_20190416_022142_model_41	exclusive_use_area	8.94727098039948e+21	0.7136795267362207	0.19172327291719343
-3490	GBM_grid_1_AutoML_20190416_022142_model_41	city	8.403990498350708e+21	0.6703447313373804	0.180081788898368
-3491	GBM_grid_1_AutoML_20190416_022142_model_41	apartment_building_count_in_sites	2.724779949975696e+21	0.2173422118787973	0.058386935092599894
-3492	GBM_grid_1_AutoML_20190416_022142_model_41	total_parking_capacity_in_site	2.053158137545934e+21	0.16377026370704376	0.04399533654554637
-3493	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_cogeneration	1.9060306042693207e+21	0.15203462850065003	0.04084266884633177
-3494	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_in_sites	1.8075319546066355e+21	0.1441778786794567	0.03873202711740417
-3495	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_gas	1.5063572479634424e+21	0.1201546628214703	0.03227841678147016
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-3497	GBM_grid_1_AutoML_20190416_022142_model_41	bathroom_count	1.2535298092199785e+21	0.09998786925685761	0.026860797918092007
-3498	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_district	1.2148649990441193e+21	0.09690376869836295	0.026032283394515257
-3499	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_individual	8.000748180077627e+20	0.06381800872246009	0.017144106065761232
-3500	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_of_area_type	7.900861858779759e+20	0.06302126497045514	0.01693006837224733
-3501	GBM_grid_1_AutoML_20190416_022142_model_41	floor	7.471215639578846e+20	0.0595941897085676	0.016009416929789074
-3502	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_stairway	2.6528298793788716e+20	0.02116031108227693	0.005684517972924212
-3503	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_corridor	2.554093383360866e+20	0.020372738917489572	0.005472944139803285
-3504	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_central	1.639649441709797e+20	0.013078672146358864	0.003513461904642299
-3505	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_mixed	8.043115848547697e+17	6.415595464640579e-05	1.723489205047933e-05
-3506	GBM_grid_1_AutoML_20190416_020809_model_8	supply_area	1.4834911215753942e+22	1.0	0.4045771451299066
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-3508	GBM_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	6.187742100123923e+21	0.4171067834604124	0.1687518716667318
-3509	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_district	2.6053951533536384e+21	0.17562593502998775	0.0710542394052029
-3510	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	9.852116062394762e+20	0.06641169548714455	0.026868654163425643
-3511	GBM_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	6.556736513555688e+20	0.044198016544869906	0.017881507354127843
-3512	GBM_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.7182045537822468e+20	0.018323025424618975	0.00741307731643504
-3513	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	1.2765249074423556e+20	0.008604870557545025	0.0034813339643839534
-3514	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.2456443757083597e+20	0.008396709340501796	0.003397116693465837
-3515	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	9.837129982790966e+19	0.006631067648281184	0.0026827784183048853
-3516	GBM_grid_1_AutoML_20190416_020809_model_8	bathroom_count	6.110387657197696e+19	0.004118924318676586	0.001666422641856319
-3517	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	5.86184261393428e+19	0.003951383684527409	0.0015986395303989908
-3518	GBM_grid_1_AutoML_20190416_020809_model_8	floor	3.323936900464509e+19	0.002240617993678757	0.0009065028312092506
-3519	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_central	3.110154181751603e+17	2.0965101418664194e-05	8.482000879322114e-06
-3520	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	0.0	0.0	0.0
-3521	GBM_grid_1_AutoML_20190416_020809_model_8	room_count	0.0	0.0	0.0
-3522	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	0.0	0.0	0.0
-3523	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	0.0	0.0	0.0
-3524	GBM_grid_1_AutoML_20190416_022142_model_4	supply_area	6.018760849655494e+21	1.0	0.23752867722012636
-3525	GBM_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	4.4714098675588887e+21	0.7429120344289516	0.17646291282882184
-3526	GBM_grid_1_AutoML_20190416_022142_model_4	city	4.3653441853598026e+21	0.725289522943858	0.17227706098647105
-3527	GBM_grid_1_AutoML_20190416_022142_model_4	bathroom_count	1.6431245317722666e+21	0.27300046850446247	0.06484544016433974
-3528	GBM_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	1.3674268289585969e+21	0.22719407916612377	0.05396510909657405
-3529	GBM_grid_1_AutoML_20190416_022142_model_4	room_count	1.3083087803375461e+21	0.2173717834979989	0.051632032199259374
-3530	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.1666897827239045e+21	0.1938421897574954	0.046043078922550607
-3531	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	9.448308542368446e+20	0.15698095967559925	0.03728747970049108
-3532	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	7.6943950375504e+20	0.1278401855423582	0.03036571016745187
-3533	GBM_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	7.55258724059613e+20	0.125484089320951	0.029806069748577673
-3534	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	7.317197458134868e+20	0.12157315502166353	0.0288771106977731
-3535	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_district	5.7709509134781304e+20	0.09588270837856021	0.02277489288944253
-3536	GBM_grid_1_AutoML_20190416_022142_model_4	floor	5.409138052602161e+20	0.08987129058154508	0.021347008771900003
-3537	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	2.06857508497033e+20	0.03436878680914415	0.008163572468436537
-3538	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.715631500610513e+20	0.028504729519344726	0.0067706906972474406
-3539	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	1.6934243564010655e+20	0.02813576413321016	0.006683050837138884
-3540	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	7.643539194289481e+19	0.012699523016813315	0.003016500903510215
-3541	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_central	5.457031019889479e+19	0.00906670186140031	0.002153601699887673
-3542	GBM_grid_1_AutoML_20190416_021340_model_20	exclusive_use_area	9.775805381458736e+19	1.0	0.3021158959528529
-3543	GBM_grid_1_AutoML_20190416_021340_model_20	supply_area	7.807519478846692e+19	0.7986574173883217	0.2412871012136644
-3544	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_in_sites	3.147409868820421e+19	0.3219591374834395	0.09726897328101707
-3545	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_gas	2.9761266280315224e+19	0.304437998906585	0.09197555880175656
-3546	GBM_grid_1_AutoML_20190416_021340_model_20	total_parking_capacity_in_site	2.9058390278119883e+19	0.29724804396406485	0.08980335912243645
-3547	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_individual	2.4350145148541207e+19	0.24908582156028664	0.07525278614983844
-3548	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_of_area_type	1.256085711959674e+19	0.12848923060007178	0.0388186390230334
-3549	GBM_grid_1_AutoML_20190416_021340_model_20	floor	1.0351691968790135e+19	0.10589093752238207	0.03199133546286202
-3550	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_district	3.9023951905176945e+18	0.03991891243988107	0.012060137997238153
-3551	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_stairway	3.5316684569339494e+18	0.03612662403889793	0.01091442738926352
-3552	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_cogeneration	2.078244377141969e+18	0.021259060466605313	0.0064227000999843385
-3553	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_corridor	6.759820852188938e+17	0.00691484802368298	0.0020890855060527974
-3554	GBM_grid_1_AutoML_20190416_021340_model_20	city	0.0	0.0	0.0
-3555	GBM_grid_1_AutoML_20190416_021340_model_20	apartment_building_count_in_sites	0.0	0.0	0.0
-3556	GBM_grid_1_AutoML_20190416_021340_model_20	room_count	0.0	0.0	0.0
-3557	GBM_grid_1_AutoML_20190416_021340_model_20	bathroom_count	0.0	0.0	0.0
-3558	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_central	0.0	0.0	0.0
-3559	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_mixed	0.0	0.0	0.0
-3560	GBM_grid_1_AutoML_20190416_022142_model_28	supply_area	3.876492519557571e+21	1.0	0.2116685011661419
-3561	GBM_grid_1_AutoML_20190416_022142_model_28	exclusive_use_area	3.1096556038059417e+21	0.8021827949150411	0.16979682986093333
-3562	GBM_grid_1_AutoML_20190416_022142_model_28	city	2.2895046534530356e+21	0.5906124265433484	0.12501404709652864
-3563	GBM_grid_1_AutoML_20190416_022142_model_28	apartment_building_count_in_sites	1.506534154986305e+21	0.3886333192662133	0.08226143219230207
-3564	GBM_grid_1_AutoML_20190416_022142_model_28	total_parking_capacity_in_site	1.2201443437073043e+21	0.31475472674111105	0.06662366124424954
-3565	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_in_sites	1.1453650273820727e+21	0.2954642686922545	0.06254047890223974
-3566	GBM_grid_1_AutoML_20190416_022142_model_28	bathroom_count	8.584736276945736e+20	0.2214562838347879	0.046875319673133256
-3567	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_gas	8.45247188907684e+20	0.21804432348141178	0.046153115139095834
-3568	GBM_grid_1_AutoML_20190416_022142_model_28	room_count	7.238518165269822e+20	0.18672854723052484	0.03952455171721633
-3569	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_cogeneration	5.5908322611312145e+20	0.1442239919959733	0.030527676217985314
-3570	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_of_area_type	5.2851240481443755e+20	0.13633778529121407	0.02885841466490255
-3571	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_district	4.1109026283623914e+20	0.10604696404345375	0.0224468019322976
-3572	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_individual	3.7039281630043596e+20	0.09554844087322252	0.02022459526839674
-3573	GBM_grid_1_AutoML_20190416_022142_model_28	floor	3.4449761102426486e+20	0.08886838018807343	0.01881063683547236
-3574	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_corridor	2.6178940848788472e+20	0.06753254576582109	0.01429451274218523
-3575	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_stairway	1.7470706722123494e+20	0.04506833596087385	0.009539547122890301
-3576	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_central	7.82275958961697e+19	0.020179994028493034	0.004271469089552814
-3577	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_mixed	1.0409833044155302e+19	0.0026853742117741502	0.0005684091344764442
-3578	XGBoost_grid_1_AutoML_20190416_020809_model_3	supply_area	5.3662736357737785e+20	1.0	0.291060801385347
-3579	XGBoost_grid_1_AutoML_20190416_020809_model_3	city	5.128557110786282e+20	0.9557017511364346	0.27816731757115015
-3580	XGBoost_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	4.08678092654573e+20	0.7615677477386866	0.22166251896605593
-3581	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	8.646950866969952e+19	0.16113510890174954	0.04690011392825839
-3582	XGBoost_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	8.639504974226653e+19	0.16099635539701468	0.046859728221975226
-3583	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	5.575758924284638e+19	0.10390373847346034	0.030242305387018876
-3584	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	3.4796094950645694e+19	0.06484219276236804	0.01887302058899799
-3585	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	3.39466694416306e+19	0.06325929638646861	0.018412301501318742
-3586	XGBoost_grid_1_AutoML_20190416_020809_model_3	floor	2.367616870997033e+19	0.04412031572921531	0.012841694453519941
-3587	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	1.872829601623415e+19	0.03490000191451971	0.010158022525590253
-3588	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_district	1.6272789683270844e+19	0.030324189163202116	0.008826182799202465
-3589	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	9.603395141251367e+18	0.017895835719653207	0.005208776286022781
-3590	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	6.304931726179172e+18	0.011749180444597372	0.003419725875825559
-3591	XGBoost_grid_1_AutoML_20190416_020809_model_3	bathroom_count	5.766836782859551e+18	0.010746445623673481	0.003127869075270459
-3592	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	4.674793038059405e+18	0.008711432467579215	0.0025355565152279376
-3593	XGBoost_grid_1_AutoML_20190416_020809_model_3	room_count	2.311766902986244e+18	0.0043079556874905875	0.001253877034733574
-3594	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	7.435439823692759e+17	0.0013855871556987089	0.0004032901079269098
-3595	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_central	8.64651992713134e+16	0.00016112707837874865	4.6897776557798204e-05
-3596	GBM_grid_1_AutoML_20190416_022142_model_6	supply_area	1.5789162896723804e+21	1.0	0.20603528815014263
-3597	GBM_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	9.731450554628671e+20	0.6163373332887656	0.1269872400618413
-3598	GBM_grid_1_AutoML_20190416_022142_model_6	city	8.589531906861443e+20	0.5440143953827813	0.11208616271051697
-3599	GBM_grid_1_AutoML_20190416_022142_model_6	room_count	7.12417810391786e+20	0.45120682777907767	0.09296452877677405
-3600	GBM_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	6.031780052490781e+20	0.3820202560417154	0.0787096535327461
-3601	GBM_grid_1_AutoML_20190416_022142_model_6	bathroom_count	5.389839776355157e+20	0.34136323829260956	0.07033287316548362
-3602	GBM_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	5.2841153121965887e+20	0.33466722376352354	0.06895325788252583
-3603	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	3.414597219693709e+20	0.216262080645341	0.04455762010171222
-3604	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	3.086488876216515e+20	0.19548147652950942	0.04027608234477282
-3605	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	2.6609984591248753e+20	0.16853321968557453	0.03472379048078864
-3606	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	2.5835757761089818e+20	0.16362968657730834	0.03371348962387325
-3607	GBM_grid_1_AutoML_20190416_022142_model_6	floor	1.8240730779036418e+20	0.11552690220721774	0.023802618585357458
-3608	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_district	1.5136681030866646e+20	0.09586753350937594	0.019752094890847727
-3609	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	1.3987241899487291e+20	0.08858760905170973	0.018252173557501198
-3610	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	9.181296805492346e+19	0.05814935766732404	0.011980819662732815
-3611	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	7.689470632832847e+19	0.04870093926530066	0.010034112054708819
-3612	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_central	3.80503898841185e+19	0.024099054606633908	0.00496525566002384
-3613	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	1.4352946723662332e+19	0.009090378519459394	0.001872938757650683
-3614	GBM_grid_1_AutoML_20190416_022142_model_7	supply_area	1.1177721057838713e+21	1.0	0.20363928519757266
-3615	GBM_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	8.639229128749477e+20	0.7728971839649691	0.15739223007384312
-3616	GBM_grid_1_AutoML_20190416_022142_model_7	city	6.090143185224293e+20	0.5448465884692477	0.11095216981821364
-3617	GBM_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	4.0260572742887775e+20	0.36018587809233116	0.07334799475298236
-3618	GBM_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	3.761079897806854e+20	0.33648002829425444	0.068520552445101
-3619	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	3.3432003881636096e+20	0.2990949918023844	0.060907490336811414
-3620	GBM_grid_1_AutoML_20190416_022142_model_7	bathroom_count	3.1440916746691884e+20	0.2812819946391755	0.05728006432726917
-3621	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_district	2.8662190498948474e+20	0.25642248854338917	0.05221769227555854
-3622	GBM_grid_1_AutoML_20190416_022142_model_7	room_count	2.3297302071903833e+20	0.20842622526857477	0.042443767530120816
-3623	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	2.097474120829213e+20	0.18764774232385198	0.03821245211576752
-3624	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	1.671316256199048e+20	0.14952209377482964	0.030448572297550734
-3625	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	1.4869102121912474e+20	0.13302445145099653	0.027089004207280137
-3626	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.2745850170872378e+20	0.11402905927710522	0.023220796122941346
-3627	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	1.1943906851600466e+20	0.10685457965713362	0.021759790221465777
-3628	GBM_grid_1_AutoML_20190416_022142_model_7	floor	7.982032205188694e+19	0.0714101932217306	0.014541920703493767
-3629	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	7.573020036921138e+19	0.06775102006692438	0.01379676929783488
-3630	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_central	2.139024665242868e+19	0.019136500671063112	0.0038969433178381615
-3631	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	1.82511329836689e+18	0.0016328134231681998	0.0003325049583549739
-3632	GBM_grid_1_AutoML_20190416_020809_model_12	supply_area	1.295473802874517e+21	1.0	0.35971452031320317
-3633	GBM_grid_1_AutoML_20190416_020809_model_12	exclusive_use_area	5.5630264037131315e+20	0.42942021609154696	0.15446868704416286
-3634	GBM_grid_1_AutoML_20190416_020809_model_12	city	5.0762858002362296e+20	0.39184781575455235	0.1409533490799252
-3635	GBM_grid_1_AutoML_20190416_020809_model_12	apartment_building_count_in_sites	2.087310763107633e+20	0.16112334795779854	0.057958407821896825
-3636	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_gas	1.971062301413574e+20	0.15214991588714483	0.05473053400903851
-3637	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_cogeneration	1.880856432330366e+20	0.14518675932751	0.05222578548732373
-3638	GBM_grid_1_AutoML_20190416_020809_model_12	room_count	1.657565675821151e+20	0.12795053610062906	0.04602566571725497
-3639	GBM_grid_1_AutoML_20190416_020809_model_12	bathroom_count	1.471723229822824e+20	0.11360501667862588	0.040865374079725354
-3640	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_individual	1.3394676380469507e+20	0.10339596486434663	0.03719302990349926
-3641	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_district	6.366503497725326e+19	0.049144208733505376	0.017677885470744815
-3642	GBM_grid_1_AutoML_20190416_020809_model_12	total_parking_capacity_in_site	6.343840364053607e+19	0.04896926784607537	0.01761495669333977
-3643	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_in_sites	2.8739571488483443e+19	0.022184602594597765	0.007980123680654778
-3644	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_corridor	2.3950466074774864e+19	0.018487804247088097	0.006650331636385696
-3645	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_of_area_type	1.202526081645124e+19	0.009282519484198353	0.0033390570435563724
-3646	GBM_grid_1_AutoML_20190416_020809_model_12	floor	5.712883197528769e+18	0.004409879369889608	0.0015862976421789309
-3647	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_stairway	3.6589963014769213e+18	0.002824446386610059	0.0010159943771097973
-3648	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_central	0.0	0.0	0.0
-3649	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_mixed	0.0	0.0	0.0
-3650	GBM_grid_1_AutoML_20190416_015849_model_14	supply_area	9.754002505684589e+19	1.0	0.39374702786906185
-3651	GBM_grid_1_AutoML_20190416_015849_model_14	city	5.797444657700091e+19	0.5943657133901048	0.23402973311462844
-3652	GBM_grid_1_AutoML_20190416_015849_model_14	exclusive_use_area	5.290487553825597e+19	0.5423914491248413	0.2135650210344997
-3653	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_individual	1.7658876922198753e+19	0.18104236606364657	0.07128489355594354
-3654	GBM_grid_1_AutoML_20190416_015849_model_14	apartment_building_count_in_sites	1.5402566911816368e+19	0.15791022098712626	0.06217668018382772
-3655	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_of_area_type	6.241777427547161e+18	0.06399196046863306	0.025196644242038765
-3656	GBM_grid_1_AutoML_20190416_015849_model_14	floor	0.0	0.0	0.0
-3657	GBM_grid_1_AutoML_20190416_015849_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-3658	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_in_sites	0.0	0.0	0.0
-3659	GBM_grid_1_AutoML_20190416_015849_model_14	room_count	0.0	0.0	0.0
-3660	GBM_grid_1_AutoML_20190416_015849_model_14	bathroom_count	0.0	0.0	0.0
-3661	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_cogeneration	0.0	0.0	0.0
-3662	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_gas	0.0	0.0	0.0
-3663	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_central	0.0	0.0	0.0
-3664	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_district	0.0	0.0	0.0
-3665	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_corridor	0.0	0.0	0.0
-3666	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_mixed	0.0	0.0	0.0
-3667	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_stairway	0.0	0.0	0.0
-3668	GBM_grid_1_AutoML_20190416_020809_model_14	supply_area	9.722319858227898e+19	1.0	0.31571231746720185
-3669	GBM_grid_1_AutoML_20190416_020809_model_14	city	8.526192824305268e+19	0.8769710263224512	0.2768705550718515
-3670	GBM_grid_1_AutoML_20190416_020809_model_14	exclusive_use_area	6.72710988648237e+19	0.6919243539173715	0.21844904128724973
-3671	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_district	2.6720617451235574e+19	0.27483787656525405	0.08676970293818112
-3672	GBM_grid_1_AutoML_20190416_020809_model_14	apartment_building_count_in_sites	1.6793802064185524e+19	0.17273451510621823	0.05453441407075754
-3673	GBM_grid_1_AutoML_20190416_020809_model_14	floor	9.535666324491993e+18	0.09808015436173968	0.03096511283108572
-3674	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_in_sites	4.624045078879404e+18	0.04756112889009841	0.015015634223249256
-3675	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_cogeneration	5.18346065217323e+17	0.005331505985977741	0.0016832221104232914
-3676	GBM_grid_1_AutoML_20190416_020809_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-3677	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_of_area_type	0.0	0.0	0.0
-3678	GBM_grid_1_AutoML_20190416_020809_model_14	room_count	0.0	0.0	0.0
-3679	GBM_grid_1_AutoML_20190416_020809_model_14	bathroom_count	0.0	0.0	0.0
-3680	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_gas	0.0	0.0	0.0
-3681	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_central	0.0	0.0	0.0
-3682	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_individual	0.0	0.0	0.0
-3683	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_corridor	0.0	0.0	0.0
-3684	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_mixed	0.0	0.0	0.0
-3685	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_stairway	0.0	0.0	0.0
-3686	GLM_grid_1_AutoML_20190416_020809_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-3687	GLM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-3688	GLM_grid_1_AutoML_20190416_020809_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-3689	GLM_grid_1_AutoML_20190416_020809_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-3690	GLM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-3691	GLM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-3692	GLM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-3693	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-3694	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-3695	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-3696	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-3697	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-3698	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-3699	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-3700	GLM_grid_1_AutoML_20190416_020809_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-3701	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-3702	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-3703	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-3704	GLM_grid_1_AutoML_20190416_022142_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-3705	GLM_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-3706	GLM_grid_1_AutoML_20190416_022142_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-3707	GLM_grid_1_AutoML_20190416_022142_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-3708	GLM_grid_1_AutoML_20190416_022142_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-3709	GLM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-3710	GLM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-3711	GLM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-3712	GLM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-3713	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-3714	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-3715	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-3716	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-3717	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-3718	GLM_grid_1_AutoML_20190416_022142_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-3719	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-3720	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-3721	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-3722	GLM_grid_1_AutoML_20190416_021340_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-3723	GLM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-3724	GLM_grid_1_AutoML_20190416_021340_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-3725	GLM_grid_1_AutoML_20190416_021340_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-3726	GLM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-3727	GLM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-3728	GLM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-3729	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-3730	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-3731	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-3732	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-3733	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-3734	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-3735	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-3736	GLM_grid_1_AutoML_20190416_021340_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-3737	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-3738	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-3739	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-3740	GLM_grid_1_AutoML_20190416_015849_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-3741	GLM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-3742	GLM_grid_1_AutoML_20190416_015849_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-3743	GLM_grid_1_AutoML_20190416_015849_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-3744	GLM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-3745	GLM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-3746	GLM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-3747	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-3748	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-3749	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-3750	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-3751	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-3752	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-3753	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-3754	GLM_grid_1_AutoML_20190416_015849_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-3755	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-3756	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-3757	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-3758	XGBoost_grid_1_AutoML_20190416_015849_model_2	supply_area	4.933924201265281e+20	1.0	0.2917664813628233
-3759	XGBoost_grid_1_AutoML_20190416_015849_model_2	city	4.318859155905991e+20	0.8753395836114467	0.2553947503079107
-3760	XGBoost_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	4.080034675041417e+20	0.8269350133095097	0.24127191914903512
-3761	XGBoost_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	8.116474329768028e+19	0.16450342564416773	0.04799658567232965
-3762	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	6.831497080618772e+19	0.13845970878245084	0.04039790204197689
-3763	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	6.3661424181067645e+19	0.1290279736456875	0.037646037867977336
-3764	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	3.721253123742761e+19	0.07542177325684216	0.022005545401293524
-3765	XGBoost_grid_1_AutoML_20190416_015849_model_2	bathroom_count	2.4492344987361477e+19	0.04964069975189431	0.014483492298998578
-3766	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.866385803777671e+19	0.037827614037910136	0.011036829846191983
-3767	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	1.7386246417021927e+19	0.035238170891566	0.010281317130694075
-3768	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	1.1003572621689225e+19	0.022301867991541928	0.006506937551710364
-3769	XGBoost_grid_1_AutoML_20190416_015849_model_2	floor	1.058001105585596e+19	0.021443400069143272	0.006256465386629255
-3770	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_district	1.0114161173306802e+19	0.02049922285128149	0.005980986121990783
-3771	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	5.191425514404839e+18	0.010521899613037271	0.003069937627348737
-3772	XGBoost_grid_1_AutoML_20190416_015849_model_2	room_count	3.9228153204687503e+18	0.007950700417048895	0.0023197478850522876
-3773	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_central	3.12812047662737e+18	0.006340025401738394	0.0018498069032161315
-3774	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.1244616612207657e+18	0.004305825494189712	0.0012562955538020718
-3775	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	8.099496743235748e+17	0.0016415932658954654	0.00047896189101922555
-3776	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	1.3056054067002868e+20	1.0	0.19320784828412976
-3777	GBM_grid_1_AutoML_20190416_015849_model_4	supply_area	1.0296593022196698e+20	0.7886450967003671	0.15237242219330738
-3778	GBM_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.673413912827265e+19	0.6643212312323339	0.12835207565586304
-3779	GBM_grid_1_AutoML_20190416_015849_model_4	floor	8.23772231481405e+19	0.6309503830589674	0.12190456588487054
-3780	GBM_grid_1_AutoML_20190416_015849_model_4	city	5.286245637965637e+19	0.40488846100337433	0.07822762834553473
-3781	GBM_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	4.382566706798867e+19	0.3356731432259551	0.0648546857294573
-3782	GBM_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	3.908273014753041e+19	0.2993456518099591	0.057835929279412515
-3783	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	2.9949073861455643e+19	0.2293884025583751	0.044319639679637424
-3784	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	1.8354990927883272e+19	0.14058605175565747	0.027162328558471883
-3785	GBM_grid_1_AutoML_20190416_015849_model_4	room_count	1.7989867305554674e+19	0.13778946696476424	0.02662200642847928
-3786	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	1.7588279479602512e+19	0.13471359255515136	0.026027723352205757
-3787	GBM_grid_1_AutoML_20190416_015849_model_4	bathroom_count	9.255008284920775e+18	0.07088671843287904	0.013695870340339518
-3788	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	8.828955775494783e+18	0.06762346211332401	0.013065383608438704
-3789	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_central	8.757136775480082e+18	0.06707338013873866	0.012959103453749182
-3790	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.315631729637327e+18	0.06369176848504161	0.012305749542405839
-3791	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	6.827814926128513e+18	0.05229616001196522	0.010104028549434351
-3792	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	5.869667508335673e+18	0.04495743873465061	0.008686130002287434
-3793	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_district	5.606631891378635e+18	0.04294277476644738	0.008296881111975322
-3794	XGBoost_grid_1_AutoML_20190416_021340_model_2	supply_area	4.975218339567339e+20	1.0	0.27265847257280296
-3795	XGBoost_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	4.535151916728598e+20	0.9115483195302319	0.24854137247941835
-3796	XGBoost_grid_1_AutoML_20190416_021340_model_2	city	4.4973164022028724e+20	0.9039435247366397	0.24646786074676794
-3797	XGBoost_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	1.1001703671824332e+20	0.22113006748526087	0.06029298644045207
-3798	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	8.64608269258866e+19	0.17378298001169837	0.04738340188913963
-3799	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	6.948710297795507e+19	0.13966643920997826	0.03808123798467491
-3800	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	4.795363394089229e+19	0.09638498386999934	0.026280182480948273
-3801	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	3.7283027524954096e+19	0.0749374700371368	0.02043233611879591
-3802	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	3.041983416293445e+19	0.061142711910769844	0.016671078438549432
-3803	XGBoost_grid_1_AutoML_20190416_021340_model_2	floor	1.9605022398966923e+19	0.039405350802497324	0.010744202761004396
-3804	XGBoost_grid_1_AutoML_20190416_021340_model_2	bathroom_count	9.058068709955863e+18	0.01820637425682022	0.004964122195953402
-3805	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	6.729286589651878e+18	0.013525610597096083	0.0036878723260187355
-3806	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	3.1249772477614653e+18	0.006281085641827779	0.001712591217199726
-3807	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.8678899356844687e+18	0.0037543878644065833	0.0010236656605549666
-3808	XGBoost_grid_1_AutoML_20190416_021340_model_2	room_count	9.728950298172457e+17	0.0019554820782033294	0.0005331787565864102
-3809	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_district	8.698297647670231e+17	0.0017483248078770074	0.000476695571676884
-3810	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	8.894052636295168e+16	0.00017876708174919263	4.874235945603226e-05
-3811	XGBoost_grid_1_AutoML_20190416_021340_model_13	city	1.5938508241710665e+20	1.0	0.5436907761741018
-3812	XGBoost_grid_1_AutoML_20190416_021340_model_13	supply_area	8.691876032471577e+19	0.545338114499647	0.29649530274963426
-3813	XGBoost_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	4.409797651577019e+19	0.2766756828620066	0.150426016763744
-3814	XGBoost_grid_1_AutoML_20190416_021340_model_13	bathroom_count	1.9094499633859133e+18	0.011980104627288343	0.0065134723834573485
-3815	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	3.9575271774355456e+17	0.0024829972274813014	0.0013499826898474517
-3816	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	3.4796306331756134e+17	0.0021831595406585857	0.001186963705172562
-3817	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	9.89352073185198e+16	0.0006207306594704323	0.0003374855340425414
-3818	XGBoost_grid_1_AutoML_20190416_022142_model_19	city	6.601075859262034e+20	1.0	0.28864495123773165
-3819	XGBoost_grid_1_AutoML_20190416_022142_model_19	supply_area	5.70130450445945e+20	0.8636932260761545	0.24930068912511072
-3820	XGBoost_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	5.6597169284941716e+20	0.8573931051789031	0.24748219103593178
-3821	XGBoost_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.3204327168250321e+20	0.2000329559873668	0.05773850282691281
-3822	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	8.161887678432385e+19	0.12364480961054797	0.03568945004083523
-3823	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	6.161707142521815e+19	0.09334398322170867	0.02694326948536574
-3824	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	6.1484149265513054e+19	0.09314261883423751	0.02688514667156311
-3825	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	3.967835758652922e+19	0.06010892532140216	0.017350137818348578
-3826	XGBoost_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.126072306367149e+19	0.04735701229642629	0.013669362505066623
-3827	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	3.0431176724886585e+19	0.04610032875502908	0.013306627145538766
-3828	XGBoost_grid_1_AutoML_20190416_022142_model_19	floor	1.785504079171027e+19	0.027048682930461535	0.0078074657655079335
-3829	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	1.3534768235597005e+19	0.02050388228247103	0.00591834210160804
-3830	XGBoost_grid_1_AutoML_20190416_022142_model_19	room_count	6.916839084094652e+18	0.01047835115300117	0.0030245231576098517
-3831	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_district	4.417273121183105e+18	0.006691747247511458	0.0019315390579531695
-3832	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	4.331478228867744e+18	0.006561776172879765	0.001894023563453789
-3833	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	4.198788615871922e+18	0.0063607640714817126	0.0018360024352475541
-3834	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.1670129830673777e+18	0.0017679133037532516	0.0005102992493543943
-3835	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	1.5431391433772237e+17	0.00023377085436944797	6.747677686027217e-05
diff --git a/DS/result/1000/leaderboard.csv b/DS/result/1000/leaderboard.csv
deleted file mode 100644
index bd8051b..0000000
--- a/DS/result/1000/leaderboard.csv
+++ /dev/null
@@ -1,217 +0,0 @@
-	model_id	mean_residual_deviance	rmse	mse	mae	rmsle	system_date	runtime
-0	GBM_1_AutoML_20190416_015849	25146739460939084	158577235.00218776	25146739460939084	96028946.2887346	0.3325625379269681	2019-04-16	1000
-1	XGBoost_grid_1_AutoML_20190416_021340_model_7	25287291314391604	159019782.77683443	25287291314391604	94756821.10638298	0.3265109694820456	2019-04-16	1000
-2	XGBoost_1_AutoML_20190416_015849	25430683883193010	159470009.35346118	25430683883193010	94624321.24165732	0.3254745865205184	2019-04-16	1000
-3	XGBoost_1_AutoML_20190416_021340	25444619375119092	159513696.5126164	25444619375119092	94909111.0844345	0.3247477245623427	2019-04-16	1000
-4	XGBoost_grid_1_AutoML_20190416_022142_model_9	25445077879451860	159515133.70038548	25445077879451860	93976353.33303472	0.32974511411594026	2019-04-16	1000
-5	XGBoost_grid_1_AutoML_20190416_022142_model_3	25605051932525788	160015786.51034963	25605051932525788	93655971.06203808	0.3230117653534213	2019-04-16	1000
-6	XGBoost_grid_1_AutoML_20190416_020809_model_4	25650591781436650	160158021.2834707	25650591781436650	94959937.13863382	0.3256110044640297	2019-04-16	1000
-7	XGBoost_grid_1_AutoML_20190416_022142_model_14	25668110357786624	160212703.48441982	25668110357786624	95048095.65778276	0.32606671705433715	2019-04-16	1000
-8	XGBoost_grid_1_AutoML_20190416_022142_model_16	25781216032985580	160565301.4601398	25781216032985580	93900215.69540872	0.3268410911874458	2019-04-16	1000
-9	XGBoost_1_AutoML_20190416_022142	25937422774155144	161050994.32836527	25937422774155144	94928749.03740202	0.3254774090437719	2019-04-16	1000
-10	GBM_1_AutoML_20190416_020809	25964562050560844	161135229.07967967	25964562050560844	97608203.53054428	0.334991125349722	2019-04-16	1000
-11	GBM_grid_1_AutoML_20190416_021340_model_9	25998652512830424	161240976.53149593	25998652512830424	95539592.52258098	0.32993690143952065	2019-04-16	1000
-12	XGBoost_1_AutoML_20190416_020809	26088676862485030	161519896.18150768	26088676862485030	95505214.75117579	0.3253468369950239	2019-04-16	1000
-13	XGBoost_grid_1_AutoML_20190416_022142_model_6	26096871388238400	161545261.11352938	26096871388238400	95137034.78701007	0.3340204303048377	2019-04-16	1000
-14	XGBoost_grid_1_AutoML_20190416_021340_model_6	26163254415399372	161750593.24589622	26163254415399372	94258641.51847704	0.32168225280342155	2019-04-16	1000
-15	GBM_1_AutoML_20190416_022142	26185054804729228	161817968.1145738	26185054804729228	96979410.08741993	0.3323503737004983	2019-04-16	1000
-16	XGBoost_2_AutoML_20190416_021340	26203618972139588	161875319.21864924	26203618972139588	95122340.0206047	0.325948763409034	2019-04-16	1000
-17	XGBoost_grid_1_AutoML_20190416_020809_model_7	26209289749989464	161892834.15268713	26209289749989464	94906747.54580069	0.3272081282103748	2019-04-16	1000
-18	XGBoost_grid_1_AutoML_20190416_021340_model_8	26235333407713864	161973249.04969296	26235333407713864	95147860.00985442	0.32372215750963346	2019-04-16	1000
-19	XGBoost_grid_1_AutoML_20190416_022142_model_1	26278270712274140	162105739.2946781	26278270712274140	93395943.42665172	0.3224053100418281	2019-04-16	1000
-20	GBM_grid_1_AutoML_20190416_022142_model_19	26309762802019320	162202844.61753228	26309762802019320	96519483.71982668	0.33907219338637506	2019-04-16	1000
-21	XGBoost_2_AutoML_20190416_015849	26397458426429430	162472946.7524653	26397458426429430	94996162.43673012	0.3265386957777082	2019-04-16	1000
-22	XGBoost_2_AutoML_20190416_022142	26421353457477156	162546465.5336349	26421353457477156	95198321.3912654	0.3256217615277969	2019-04-16	1000
-23	GBM_grid_1_AutoML_20190416_022142_model_22	26421406078199136	162546627.39718452	26421406078199136	95522427.40957417	0.3279514930585443	2019-04-16	1000
-24	GBM_1_AutoML_20190416_021340	26478298633983372	162721537.09322983	26478298633983372	97863201.38082694	0.3335275140291422	2019-04-16	1000
-25	XGBoost_grid_1_AutoML_20190416_015849_model_3	26628202489753070	163181501.67758927	26628202489753070	95208478.14199328	0.32646039058643644	2019-04-16	1000
-26	XGBoost_grid_1_AutoML_20190416_022142_model_20	26664820967957708	163293664.81268558	26664820967957708	94962004.59932809	0.3231620456822121	2019-04-16	1000
-27	XGBoost_grid_1_AutoML_20190416_022142_model_2	26722293557990950	163469549.32950342	26722293557990950	98778375.09070548	0.33505927413311354	2019-04-16	1000
-28	GBM_grid_1_AutoML_20190416_021340_model_7	26741315355422980	163527720.44954023	26741315355422980	98155567.38730218	0.3585041456238243	2019-04-16	1000
-29	GBM_2_AutoML_20190416_020809	26790696006005864	163678636.37630248	26790696006005864	99095111.83379896	0.3348152369491441	2019-04-16	1000
-30	GBM_grid_1_AutoML_20190416_015849_model_7	26802014565231010	163713208.27969566	26802014565231010	97371084.02584428	0.3566645052432887	2019-04-16	1000
-31	XGBoost_grid_1_AutoML_20190416_022142_model_5	26804418077306000	163720548.7326072	26804418077306000	98964168.75162372	0.3355735316611883	2019-04-16	1000
-32	GBM_grid_1_AutoML_20190416_022142_model_30	26835445213947980	163815277.71837392	26835445213947980	97936298.37825678	0.3452055646248053	2019-04-16	1000
-33	DRF_1_AutoML_20190416_021340	26864263925279030	163903215.11574757	26864263925279030	98306040.955153	0.3352818522137272	2019-04-16	1000
-34	GBM_2_AutoML_20190416_022142	26888807261380156	163978069.4525343	26888807261380156	99314990.16468146	0.3343451611924603	2019-04-16	1000
-35	GBM_4_AutoML_20190416_015849	26926564934872772	164093159.3177265	26926564934872772	97925160.3329406	0.33285590174880264	2019-04-16	1000
-36	XGBoost_2_AutoML_20190416_020809	26952706603932320	164172794.9568147	26952706603932320	95513126.26830909	0.32517140178330245	2019-04-16	1000
-37	GBM_4_AutoML_20190416_020809	26988357514766430	164281336.47729567	26988357514766430	97566053.13398948	0.33274044796307234	2019-04-16	1000
-38	XGBoost_grid_1_AutoML_20190416_021340_model_10	27011332400653532	164351247.0310266	27011332400653532	97007786.637402	0.32867362308250625	2019-04-16	1000
-39	GBM_2_AutoML_20190416_021340	27020692200376308	164379719.55316237	27020692200376308	100566446.39001158	0.3368220511385198	2019-04-16	1000
-40	XGBoost_grid_1_AutoML_20190416_022142_model_13	27049739934073976	164468051.40839353	27049739934073976	99937757.9968645	0.3385009694416158	2019-04-16	1000
-41	GBM_3_AutoML_20190416_022142	27073451248343420	164540120.48234138	27073451248343420	99066591.52557604	0.33361146474665543	2019-04-16	1000
-42	GBM_4_AutoML_20190416_022142	27124563009725240	164695364.26300904	27124563009725240	97975315.7403629	0.3293218141042152	2019-04-16	1000
-43	GBM_4_AutoML_20190416_021340	27128481211098464	164707259.13297948	27128481211098464	97611897.45148912	0.33089964101772645	2019-04-16	1000
-44	XRT_1_AutoML_20190416_020809	27150302443024316	164773488.28930068	27150302443024316	97653895.54037158	0.3372920493951284	2019-04-16	1000
-45	XGBoost_grid_1_AutoML_20190416_022142_model_11	27197638491367028	164917065.49465105	27197638491367028	97257622.09272116	0.34629795863866764	2019-04-16	1000
-46	GBM_3_AutoML_20190416_020809	27200167268118450	164924732.1298975	27200167268118450	99454011.3965044	0.3355094937763093	2019-04-16	1000
-47	DRF_1_AutoML_20190416_020809	27225306112403404	165000927.6107362	27225306112403404	98470437.44886236	0.3374464430076179	2019-04-16	1000
-48	GBM_3_AutoML_20190416_021340	27251200422210460	165079376.126185	27251200422210460	99760053.14954758	0.3359700656642713	2019-04-16	1000
-49	XGBoost_grid_1_AutoML_20190416_015849_model_4	27252377961065530	165082942.67145085	27252377961065530	96535857.85979845	0.3277680598860774	2019-04-16	1000
-50	XRT_1_AutoML_20190416_015849	27417804068506330	165583223.99478254	27417804068506330	98496229.87690364	0.3367189463546034	2019-04-16	1000
-51	XGBoost_grid_1_AutoML_20190416_020809_model_2	27482846588458908	165779511.96833372	27482846588458908	96750344.31086226	0.3266704325440277	2019-04-16	1000
-52	GBM_3_AutoML_20190416_015849	27591064593120148	166105582.66692948	27591064593120148	100130390.09782983	0.33506538389333784	2019-04-16	1000
-53	GBM_grid_1_AutoML_20190416_021340_model_12	27598287152839470	166127322.11421296	27598287152839470	98954473.64990582	0.3549969220882689	2019-04-16	1000
-54	XGBoost_grid_1_AutoML_20190416_015849_model_1	27627708837558150	166215850.13938397	27627708837558150	98098056.7525196	0.3345603557609977	2019-04-16	1000
-55	GBM_2_AutoML_20190416_015849	27654699672556740	166297022.4404416	27654699672556740	100149145.66231434	0.334040042814968	2019-04-16	1000
-56	GBM_grid_1_AutoML_20190416_022142_model_40	27691336549880270	166407140.92213792	27691336549880270	97916993.42680082	0.33077234440484754	2019-04-16	1000
-57	XGBoost_grid_1_AutoML_20190416_022142_model_18	27797263597789336	166725113.87847164	27797263597789336	96991345.26674132	0.32795862127509623	2019-04-16	1000
-58	DRF_1_AutoML_20190416_015849	27815046156391240	166778434.32647768	27815046156391240	98831417.71212693	0.33805682218344474	2019-04-16	1000
-59	XGBoost_grid_1_AutoML_20190416_022142_model_21	27895935030186500	167020762.272798	27895935030186500	95142453.77917132	0.32451245071367946	2019-04-16	1000
-60	GBM_grid_1_AutoML_20190416_022142_model_18	27983794095565364	167283573.896439	27983794095565364	101691094.64274092	0.3615473825343341	2019-04-16	1000
-61	XRT_1_AutoML_20190416_021340	28052843741775980	167489831.75636658	28052843741775980	99508628.88557936	0.33940276234900696	2019-04-16	1000
-62	XGBoost_3_AutoML_20190416_021340	28088450936619604	167596094.6341519	28088450936619604	102769021.02486002	0.3448181642732311	2019-04-16	1000
-63	GBM_grid_1_AutoML_20190416_015849_model_8	28130022164919252	167720070.84698972	28130022164919252	101269518.36952232	0.3655934411225064	2019-04-16	1000
-64	XGBoost_grid_1_AutoML_20190416_020809_model_1	28391573749881816	168497993.31114247	28391573749881816	103181590.63157897	0.3434223244899615	2019-04-16	1000
-65	GBM_grid_1_AutoML_20190416_020809_model_9	28431104171210812	168615254.85913432	28431104171210812	101660845.05689228	0.3656319179543465	2019-04-16	1000
-66	XGBoost_3_AutoML_20190416_022142	28634653651051844	169217769.90331674	28634653651051844	103440505.21657334	0.3471177234819573	2019-04-16	1000
-67	DRF_1_AutoML_20190416_022142	28638175729316896	169228176.52305096	28638175729316896	100314403.38066442	0.3422193437289053	2019-04-16	1000
-68	XGBoost_3_AutoML_20190416_015849	28664642725816670	169306357.60601747	28664642725816670	103296865.01052631	0.3474103924403393	2019-04-16	1000
-69	GBM_grid_1_AutoML_20190416_022142_model_34	28780440164101428	169647988.97747484	28780440164101428	105325721.89990903	0.3548024333694167	2019-04-16	1000
-70	XGBoost_grid_1_AutoML_20190416_022142_model_12	28794804127145704	169690318.30704337	28794804127145704	100130208.50436729	0.3349127881522651	2019-04-16	1000
-71	XRT_1_AutoML_20190416_022142	28795468443692804	169692275.73373163	28795468443692804	99609583.48232313	0.3415656420716391	2019-04-16	1000
-72	GBM_grid_1_AutoML_20190416_021340_model_14	28832520217998970	169801414.06360245	28832520217998970	100516950.00428955	0.3364121249297233	2019-04-16	1000
-73	XGBoost_grid_1_AutoML_20190416_021340_model_12	28884359675879788	169953992.82123318	28884359675879788	103624340.4550952	0.34657457437351624	2019-04-16	1000
-74	GBM_grid_1_AutoML_20190416_022142_model_20	28913079616069284	170038465.10736707	28913079616069284	104985298.07527225		2019-04-16	1000
-75	XGBoost_grid_1_AutoML_20190416_022142_model_8	28999977656649948	170293798.05691677	28999977656649948	102525701.56326988	0.34334824565962924	2019-04-16	1000
-76	XGBoost_3_AutoML_20190416_020809	29085379692815670	170544362.82919368	29085379692815670	104097740.65845464	0.3480326028133832	2019-04-16	1000
-77	XGBoost_grid_1_AutoML_20190416_022142_model_4	29166634599381640	170782418.88257012	29166634599381640	100826006.89182529	0.3484239746625054	2019-04-16	1000
-78	XGBoost_grid_1_AutoML_20190416_021340_model_4	29246190974081480	171015177.61322087	29246190974081480	104354659.0387458	0.3471464006335264	2019-04-16	1000
-79	GBM_grid_1_AutoML_20190416_015849_model_11	29290313638464400	171144131.18323514	29290313638464400	105498600.38741018	0.3511664443999445	2019-04-16	1000
-80	GBM_grid_1_AutoML_20190416_015849_model_6	29408322597900150	171488549.46584672	29408322597900150	102961153.8471249	0.3504176717388723	2019-04-16	1000
-81	GBM_grid_1_AutoML_20190416_020809_model_1	29441191664619380	171584357.28416324	29441191664619380	103396260.90152606	0.3426773232635252	2019-04-16	1000
-82	XGBoost_grid_1_AutoML_20190416_022142_model_17	29529007485815636	171840063.68078324	29529007485815636	104514023.73393056	0.3460508193492059	2019-04-16	1000
-83	GBM_grid_1_AutoML_20190416_022142_model_38	29778053505747180	172563186.99464026	29778053505747180	104660802.96478434	0.3838450809747131	2019-04-16	1000
-84	GBM_grid_1_AutoML_20190416_022142_model_14	29784065838873524	172580606.78672308	29784065838873524	108044808.14096619		2019-04-16	1000
-85	GBM_grid_1_AutoML_20190416_020809_model_4	29931520400766628	173007284.24192616	29931520400766628	107391733.57712854		2019-04-16	1000
-86	GBM_grid_1_AutoML_20190416_015849_model_9	30057834252932668	173371953.47844663	30057834252932668	102872059.59500144	0.3418653558395161	2019-04-16	1000
-87	GBM_grid_1_AutoML_20190416_022142_model_10	30194400992499188	173765361.88924187	30194400992499188	105497465.61527307	0.3694815111680159	2019-04-16	1000
-88	XGBoost_grid_1_AutoML_20190416_021340_model_9	30252689366868012	173933002.52358094	30252689366868012	101734577.45487122	0.33730155190157823	2019-04-16	1000
-89	GBM_grid_1_AutoML_20190416_022142_model_44	30526485053389444	174718301.9989304	30526485053389444	106528020.02453192	0.3951057091713098	2019-04-16	1000
-90	XGBoost_grid_1_AutoML_20190416_020809_model_6	30568125576670464	174837426.13259462	30568125576670464	100303077.5131019	0.33426659012493537	2019-04-16	1000
-91	GBM_grid_1_AutoML_20190416_022142_model_32	30693481455151964	175195552.04157433	30693481455151964	105918044.98934557	0.3982588563774573	2019-04-16	1000
-92	GBM_grid_1_AutoML_20190416_022142_model_23	30792104298996820	175476791.3400425	30792104298996820	106658279.33083495	0.35339021053506464	2019-04-16	1000
-93	XGBoost_grid_1_AutoML_20190416_020809_model_8	30837961061819440	175607406.05629206	30837961061819440	102545160.8488242	0.3474454962700268	2019-04-16	1000
-94	XGBoost_grid_1_AutoML_20190416_022142_model_7	30979372644257904	176009581.1149436	30979372644257904	106196991.60582308	0.3506132213627436	2019-04-16	1000
-95	GBM_grid_1_AutoML_20190416_022142_model_8	31000569888411100	176069786.98348874	31000569888411100	106226131.78089921	0.3514447570100346	2019-04-16	1000
-96	GBM_grid_1_AutoML_20190416_020809_model_2	31046607464839012	176200475.21172866	31046607464839012	104285464.23909764	0.3461128962964271	2019-04-16	1000
-97	XGBoost_grid_1_AutoML_20190416_015849_model_6	31255604065618384	176792545.27727798	31255604065618384	98474533.51041432	0.3276404595806521	2019-04-16	1000
-98	XGBoost_grid_1_AutoML_20190416_021340_model_1	31655113752904720	177918840.35397914	31655113752904720	107453446.15319148	0.35440161149597976	2019-04-16	1000
-99	GBM_grid_1_AutoML_20190416_022142_model_43	31656911160384904	177923891.4828048	31656911160384904	112748324.66398253		2019-04-16	1000
-100	GBM_grid_1_AutoML_20190416_022142_model_24	31714797939382212	178086490.05295774	31714797939382212	109173328.49985024	0.3577895766098909	2019-04-16	1000
-101	XGBoost_grid_1_AutoML_20190416_021340_model_11	31820119305873490	178381947.8138791	31820119305873490	103287060.16035834	2.1680413143117208	2019-04-16	1000
-102	XGBoost_grid_1_AutoML_20190416_021340_model_3	31864613114687650	178506619.24614352	31864613114687650	106656095.85890256	0.3506573501920822	2019-04-16	1000
-103	GBM_grid_1_AutoML_20190416_020809_model_7	32012409254671496	178920119.75926992	32012409254671496	112712050.01559491		2019-04-16	1000
-104	GBM_grid_1_AutoML_20190416_021340_model_3	32152436247443828	179311004.2564143	32152436247443828	110644817.16134046		2019-04-16	1000
-105	GBM_grid_1_AutoML_20190416_015849_model_3	32558287322821108	180439151.30265132	32558287322821108	112373045.5310324		2019-04-16	1000
-106	GBM_grid_1_AutoML_20190416_022142_model_17	32561468382781344	180447965.85936165	32561468382781344	112799806.88835292		2019-04-16	1000
-107	GBM_grid_1_AutoML_20190416_021340_model_8	32745711624916960	180957761.99134693	32745711624916960	112167299.67828412		2019-04-16	1000
-108	GBM_grid_1_AutoML_20190416_022142_model_45	32787705320082620	181073756.57472456	32787705320082620	110587180.96718544	0.37124560469575935	2019-04-16	1000
-109	GBM_grid_1_AutoML_20190416_021340_model_17	32872039617659396	181306479.80052835	32872039617659396	107872216.80728096	0.3615752164938271	2019-04-16	1000
-110	GBM_grid_1_AutoML_20190416_020809_model_5	32985173396975956	181618207.77933016	32985173396975956	112538285.44875485	0.3896586371006099	2019-04-16	1000
-111	GBM_grid_1_AutoML_20190416_022142_model_2	33079789012766830	181878500.6886928	33079789012766830	113693262.80883937		2019-04-16	1000
-112	GBM_grid_1_AutoML_20190416_022142_model_36	33419180420831104	182809136.5901363	33419180420831104	115173081.47486418		2019-04-16	1000
-113	DeepLearning_grid_1_AutoML_20190416_022142_model_1	33472516659834828	182954958.00834376	33472516659834828	115810843.78371704		2019-04-16	1000
-114	GBM_grid_1_AutoML_20190416_015849_model_13	33738829909624892	183681327.0575561	33738829909624892	113382174.31065664		2019-04-16	1000
-115	GBM_grid_1_AutoML_20190416_021340_model_11	33776648562943710	183784244.5993228	33776648562943710	114564769.50180468	0.40004936243263706	2019-04-16	1000
-116	GBM_grid_1_AutoML_20190416_022142_model_15	33864607579324516	184023388.67471308	33864607579324516	116943660.30935553		2019-04-16	1000
-117	GBM_grid_1_AutoML_20190416_022142_model_35	33894442567043230	184104433.8603588	33894442567043230	111378333.80154832		2019-04-16	1000
-118	XGBoost_grid_1_AutoML_20190416_015849_model_5	33966688651325416	184300538.93389845	33966688651325416	104352528.27278836	2.172881641884881	2019-04-16	1000
-119	GBM_grid_1_AutoML_20190416_022142_model_26	34101629538106356	184666265.29527897	34101629538106356	111531399.08795942	0.36625518386718775	2019-04-16	1000
-120	GBM_5_AutoML_20190416_022142	34208443181175816	184955246.42782053	34208443181175816	110538987.57760292	0.36079883168513016	2019-04-16	1000
-121	GBM_grid_1_AutoML_20190416_021340_model_2	34482983375350828	185695943.3465115	34482983375350828	117277179.5962654		2019-04-16	1000
-122	GBM_grid_1_AutoML_20190416_022142_model_37	34488133664790810	185709810.3622714	34488133664790810	111527220.65917411	0.3899282843667369	2019-04-16	1000
-123	GBM_5_AutoML_20190416_021340	34538689210600616	185845874.881851	34538689210600616	111112223.00821821	0.3605133175542463	2019-04-16	1000
-124	GBM_grid_1_AutoML_20190416_021340_model_15	34600596949164356	186012356.97975647	34600596949164356	114962231.99415012	0.3789008835503118	2019-04-16	1000
-125	GBM_grid_1_AutoML_20190416_021340_model_4	34671100241010244	186201772.92660305	34671100241010244	115758599.15593033	0.40242793431512697	2019-04-16	1000
-126	GBM_grid_1_AutoML_20190416_022142_model_13	34701197804540548	186282575.1500675	34701197804540548	114392358.26177862	0.3747368579368073	2019-04-16	1000
-127	GBM_grid_1_AutoML_20190416_015849_model_1	34734715309091520	186372517.57995737	34734715309091520	115267205.42110462	0.41537297463641937	2019-04-16	1000
-128	GBM_5_AutoML_20190416_020809	34737944337337696	186381180.21232104	34737944337337696	111294493.87105602	0.36222999707383213	2019-04-16	1000
-129	GBM_5_AutoML_20190416_015849	34827163429201804	186620372.49239916	34827163429201804	111692434.31671734	0.3621448348433773	2019-04-16	1000
-130	DeepLearning_1_AutoML_20190416_021340	35595099347654640	188666635.49142608	35595099347654640	119520036.18148968		2019-04-16	1000
-131	GBM_grid_1_AutoML_20190416_022142_model_9	35626910517518916	188750921.89846092	35626910517518916	119105439.68666166		2019-04-16	1000
-132	DeepLearning_grid_1_AutoML_20190416_015849_model_3	35628622684222636	188755457.3627545	35628622684222636	119267856.53622822	0.4183762499070847	2019-04-16	1000
-133	GBM_grid_1_AutoML_20190416_022142_model_33	35663207390736024	188847047.60926503	35663207390736024	116655635.51735081	0.390927670506487	2019-04-16	1000
-134	GBM_grid_1_AutoML_20190416_021340_model_16	35663834881531904	188848708.97502032	35663834881531904	119902352.88373476		2019-04-16	1000
-135	GBM_grid_1_AutoML_20190416_022142_model_1	35801345015597870	189212433.565022	35801345015597870	113768651.68717888	0.36793247728290257	2019-04-16	1000
-136	DeepLearning_grid_1_AutoML_20190416_021340_model_2	35808317806942350	189230858.4954958	35808317806942350	118441684.36023596		2019-04-16	1000
-137	GBM_grid_1_AutoML_20190416_022142_model_29	35832142424052240	189293799.2224052	35832142424052240	125409827.39207949		2019-04-16	1000
-138	GBM_grid_1_AutoML_20190416_015849_model_5	36129171968493640	190076752.83551547	36129171968493640	120382051.66094068	0.4149424823328258	2019-04-16	1000
-139	DeepLearning_1_AutoML_20190416_020809	36166709522931960	190175470.350232	36166709522931960	118219966.64228489	0.3982522032421204	2019-04-16	1000
-140	DeepLearning_grid_1_AutoML_20190416_021340_model_6	36402500461789700	190794393.16130257	36402500461789700	118021989.91975611	0.4115798415963096	2019-04-16	1000
-141	GBM_grid_1_AutoML_20190416_022142_model_11	36598894822229580	191308376.2469108	36598894822229580	120222202.693552	0.41692264825433145	2019-04-16	1000
-142	GBM_grid_1_AutoML_20190416_022142_model_16	36625436498551400	191377732.5044672	36625436498551400	115775733.74308446	0.3729322755798492	2019-04-16	1000
-143	GBM_grid_1_AutoML_20190416_021340_model_6	36719967222451000	191624547.54663092	36719967222451000	117048767.22912458	0.4134314251162081	2019-04-16	1000
-144	DeepLearning_grid_1_AutoML_20190416_022142_model_5	36771513436915944	191758998.32058972	36771513436915944	118643061.44707844	0.3934281951360645	2019-04-16	1000
-145	DeepLearning_grid_1_AutoML_20190416_020809_model_1	36853149944821960	191971742.5685925	36853149944821960	121679042.76206385		2019-04-16	1000
-146	DeepLearning_1_AutoML_20190416_015849	37130153721913030	192691862.1060916	37130153721913030	119390220.25326052		2019-04-16	1000
-147	GBM_grid_1_AutoML_20190416_020809_model_11	37280230266290820	193080890.47415027	37280230266290820	117701054.40458056	0.3814093544496499	2019-04-16	1000
-148	GBM_grid_1_AutoML_20190416_021340_model_5	37387395898908760	193358206.18455467	37387395898908760	124224337.86216621	0.4476435810811893	2019-04-16	1000
-149	XGBoost_grid_1_AutoML_20190416_021340_model_5	37568216817040930	193825222.3448768	37568216817040930	110076632.38969764	3.0696036677343503	2019-04-16	1000
-150	GBM_grid_1_AutoML_20190416_022142_model_21	37986350615927656	194900873.82032865	37986350615927656	121843740.97858378		2019-04-16	1000
-151	XGBoost_grid_1_AutoML_20190416_020809_model_5	38086467526589280	195157545.4000928	38086467526589280	115218830.11791714	3.0677499957995487	2019-04-16	1000
-152	DeepLearning_grid_1_AutoML_20190416_015849_model_1	38181519300856110	195400919.39613825	38181519300856110	124307340.17945512		2019-04-16	1000
-153	DeepLearning_1_AutoML_20190416_022142	38639816104092744	196570130.24387187	38639816104092744	121368338.19603576		2019-04-16	1000
-154	DeepLearning_grid_1_AutoML_20190416_021340_model_1	38652330704461830	196601960.07278728	38652330704461830	119486570.63808572		2019-04-16	1000
-155	DeepLearning_grid_1_AutoML_20190416_020809_model_3	38689752618325064	196697108.82045284	38689752618325064	125689464.10320136		2019-04-16	1000
-156	DeepLearning_grid_1_AutoML_20190416_022142_model_3	38715653009740290	196762936.06708628	38715653009740290	122491723.14614023		2019-04-16	1000
-157	DeepLearning_grid_1_AutoML_20190416_015849_model_4	39126230843777730	197803515.751813	39126230843777730	125113580.41558827		2019-04-16	1000
-158	DeepLearning_grid_1_AutoML_20190416_015849_model_2	39184171037704500	197949920.52967465	39184171037704500	123575929.25352515		2019-04-16	1000
-159	DeepLearning_grid_1_AutoML_20190416_022142_model_7	39551010224967130	198874357.88700145	39551010224967130	124469462.51111329	0.4356655490825999	2019-04-16	1000
-160	DeepLearning_grid_1_AutoML_20190416_020809_model_2	39583937874646320	198957125.71970457	39583937874646320	122474280.91900894		2019-04-16	1000
-161	GBM_grid_1_AutoML_20190416_022142_model_27	39796177266761224	199489792.38738316	39796177266761224	126444151.02433196		2019-04-16	1000
-162	DeepLearning_grid_1_AutoML_20190416_022142_model_8	39888768274061770	199721727.09563115	39888768274061770	124670741.0877636	0.44200645171060055	2019-04-16	1000
-163	GBM_grid_1_AutoML_20190416_021340_model_1	40144916725674470	200361964.26885635	40144916725674470	123884541.23955688	0.4452419795524665	2019-04-16	1000
-164	DeepLearning_grid_1_AutoML_20190416_022142_model_2	40377087825299050	200940508.17418337	40377087825299050	126137333.97112451		2019-04-16	1000
-165	DeepLearning_grid_1_AutoML_20190416_021340_model_3	40483442684282670	201204976.78805733	40483442684282670	125028501.71115029	0.4051530653073521	2019-04-16	1000
-166	GBM_grid_1_AutoML_20190416_015849_model_2	40517783090088110	201290295.5685845	40517783090088110	125542813.86608344		2019-04-16	1000
-167	GBM_grid_1_AutoML_20190416_021340_model_19	40959382450195620	202384244.5700643	40959382450195620	130689618.9160578		2019-04-16	1000
-168	DeepLearning_grid_1_AutoML_20190416_022142_model_4	41070178000103040	202657785.44162333	41070178000103040	127821622.46822506	0.4126377340123407	2019-04-16	1000
-169	DeepLearning_grid_1_AutoML_20190416_020809_model_4	41147554028435064	202848598.78351405	41147554028435064	128741191.89599232	0.4473386933276268	2019-04-16	1000
-170	DeepLearning_grid_1_AutoML_20190416_021340_model_4	41450203932335660	203593231.54843745	41450203932335660	122674753.85159072	0.41471260492153494	2019-04-16	1000
-171	GBM_grid_1_AutoML_20190416_021340_model_13	42112087578729510	205212298.79987583	42112087578729510	125506755.90958166		2019-04-16	1000
-172	GBM_grid_1_AutoML_20190416_021340_model_10	42262114581365550	205577514.77573016	42262114581365550	134519155.92424047		2019-04-16	1000
-173	DeepLearning_grid_1_AutoML_20190416_021340_model_7	43767942129380160	209207892.12976685	43767942129380160	132579427.81451428	0.4541206095649007	2019-04-16	1000
-174	GBM_grid_1_AutoML_20190416_022142_model_12	43835300132260480	209368813.6572887	43835300132260480	130177891.74568056	0.4552408329507255	2019-04-16	1000
-175	XGBoost_grid_1_AutoML_20190416_022142_model_15	44507575093653460	210968185.02715868	44507575093653460	124404776.65845464	4.818858837007665	2019-04-16	1000
-176	DeepLearning_grid_1_AutoML_20190416_021340_model_5	44521576639132600	211001366.43901765	44521576639132600	128582524.11424474		2019-04-16	1000
-177	DeepLearning_grid_1_AutoML_20190416_022142_model_6	45096322184143570	212358946.5601663	45096322184143570	143880078.91937596	0.5240228890992615	2019-04-16	1000
-178	GBM_grid_1_AutoML_20190416_022142_model_42	45132562486517304	212444257.36300167	45132562486517304	135523253.1499177	0.5002424976728088	2019-04-16	1000
-179	GBM_grid_1_AutoML_20190416_022142_model_3	45910269580722960	214266818.66477358	45910269580722960	128044402.36487097		2019-04-16	1000
-180	XGBoost_grid_1_AutoML_20190416_022142_model_10	50637082331424640	225026848.02357394	50637082331424640	129566073.52060471	5.275268493927267	2019-04-16	1000
-181	GBM_grid_1_AutoML_20190416_022142_model_5	51771798314553770	227534169.553836	51771798314553770	151624433.51145285		2019-04-16	1000
-182	GBM_grid_1_AutoML_20190416_020809_model_3	52084985892576930	228221352.8410015	52084985892576930	143565390.35372362	0.5082964036929806	2019-04-16	1000
-183	DeepLearning_grid_1_AutoML_20190416_015849_model_5	52579041440034500	229301202.43913788	52579041440034500	169670497.97604132	0.6270976247746434	2019-04-16	1000
-184	GBM_grid_1_AutoML_20190416_022142_model_31	53234054690606170	230725062.9875441	53234054690606170	151299259.25518036	0.5674079387658498	2019-04-16	1000
-185	GBM_grid_1_AutoML_20190416_020809_model_10	53534958462981370	231376227.0912493	53534958462981370	146194269.00201336	0.518590545855089	2019-04-16	1000
-186	GBM_grid_1_AutoML_20190416_022142_model_39	53775459566840424	231895363.40091068	53775459566840424	154836629.96884874		2019-04-16	1000
-187	GBM_grid_1_AutoML_20190416_020809_model_13	56822514259445430	238374734.94362912	56822514259445430	152776734.66150075	0.5517142785052354	2019-04-16	1000
-188	GBM_grid_1_AutoML_20190416_015849_model_10	58246382415426400	241342873.13990942	58246382415426400	153255150.72056198	0.5427086649682205	2019-04-16	1000
-189	DeepLearning_grid_1_AutoML_20190416_022142_model_9	58912928099984744	242719855.1828522	58912928099984744	178796728.40106934	0.669978886308253	2019-04-16	1000
-190	GBM_grid_1_AutoML_20190416_015849_model_12	59601545243725860	244134277.07662407	59601545243725860	160670829.04590026	0.5960430592393098	2019-04-16	1000
-191	GBM_grid_1_AutoML_20190416_021340_model_18	61863744563783070	248724233.9696377	61863744563783070	161562976.07291737	0.5839031645887277	2019-04-16	1000
-192	GBM_grid_1_AutoML_20190416_022142_model_25	62078267925488136	249155108.16655585	62078267925488136	163690524.15843102	0.6022668116994655	2019-04-16	1000
-193	GBM_grid_1_AutoML_20190416_020809_model_6	65073732625540140	255095536.27129608	65073732625540140	168402402.76986253	0.6159169770584755	2019-04-16	1000
-194	GBM_grid_1_AutoML_20190416_022142_model_41	80819699813266980	284288057.8097978	80819699813266980	192105778.0605842	0.6844722241430643	2019-04-16	1000
-195	GBM_grid_1_AutoML_20190416_020809_model_8	82719326417047070	287609677.19645154	82719326417047070	194366777.62034872	0.6883429221969091	2019-04-16	1000
-196	GBM_grid_1_AutoML_20190416_022142_model_4	88942337390116140	298232019.39113814	88942337390116140	203197410.63796732	0.7148095707707666	2019-04-16	1000
-197	GBM_grid_1_AutoML_20190416_021340_model_20	91527814027623710	302535640.9212371	91527814027623710	206916682.32586908	0.7258822530828132	2019-04-16	1000
-198	GBM_grid_1_AutoML_20190416_022142_model_28	93435928629293870	305672911.1800617	93435928629293870	208086742.18431208	0.729920808220499	2019-04-16	1000
-199	XGBoost_grid_1_AutoML_20190416_020809_model_3	95071398064270450	308336501.3492085	95071398064270450	186248631.22631583	9.622077081204404	2019-04-16	1000
-200	GBM_grid_1_AutoML_20190416_022142_model_6	97026976249500620	311491534.7958924	97026976249500620	212928379.13619068	0.7434142361054855	2019-04-16	1000
-201	GBM_grid_1_AutoML_20190416_022142_model_7	98219365860057180	313399690.26796633	98219365860057180	214283945.00945204	0.7473905182441309	2019-04-16	1000
-202	GBM_grid_1_AutoML_20190416_020809_model_12	98445968437345340	313761005.2848272	98445968437345340	214502791.5438589	0.7481156565199785	2019-04-16	1000
-203	GBM_grid_1_AutoML_20190416_015849_model_14	98927233506913980	314526999.6469524	98927233506913980	215301736.37901503	0.7503232186892468	2019-04-16	1000
-204	GBM_grid_1_AutoML_20190416_020809_model_14	99005285005609140	314651052.76418376	99005285005609140	215466408.32463992	0.7506776516778659	2019-04-16	1000
-205	StackedEnsemble_AllModels_AutoML_20190416_015849	100484242766098110	316992496.3876876	100484242766098110	217180190.02486664	0.7558775693636208	2019-04-16	1000
-206	GLM_grid_1_AutoML_20190416_020809_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1000
-207	GLM_grid_1_AutoML_20190416_022142_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1000
-208	GLM_grid_1_AutoML_20190416_021340_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1000
-209	GLM_grid_1_AutoML_20190416_015849_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1000
-210	StackedEnsemble_BestOfFamily_AutoML_20190416_015849	100495854999988340	317010812.1184329	100495854999988340	217194254.21912342	0.7559186219924334	2019-04-16	1000
-211	XGBoost_grid_1_AutoML_20190416_015849_model_2	107801180437006900	328330900.8256867	107801180437006900	201224123.26674137	10.313649722496443	2019-04-16	1000
-212	GBM_grid_1_AutoML_20190416_015849_model_4	121124756589055410	348029821.40767103	121124756589055410	224273882.54226708		2019-04-16	1000
-213	XGBoost_grid_1_AutoML_20190416_021340_model_2	130129964941904400	360735311.47075754	130129964941904400	230687802.27290028	12.315010235914373	2019-04-16	1000
-214	XGBoost_grid_1_AutoML_20190416_021340_model_13	170031094700569340	412348268.7008269	170031094700569340	293766704.42911536	1.3131646172853368	2019-04-16	1000
-215	XGBoost_grid_1_AutoML_20190416_022142_model_19	185462956732219100	430654103.35003084	185462956732219100	302056927.3795073	15.328295024604053	2019-04-16	1000
diff --git a/DS/result/1000/leaderboard_1000.csv b/DS/result/1000/leaderboard_1000.csv
deleted file mode 100644
index b365d51..0000000
--- a/DS/result/1000/leaderboard_1000.csv
+++ /dev/null
@@ -1,175 +0,0 @@
-,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
-0,GBM_grid_1_AutoML_20190421_195113_model_42,2.52273E+16,158830912.2,2.52273E+16,94917617.53,0.326554328,4/21/19,1000
-1,GBM_grid_1_AutoML_20190421_193852_model_8,2.55711E+16,159909791.5,2.55711E+16,95197723.52,0.329426846,4/21/19,1000
-2,GBM_1_AutoML_20190421_193027,2.56084E+16,160026234.7,2.56084E+16,96819212.37,0.333142105,4/21/19,1000
-3,XGBoost_grid_1_AutoML_20190421_195113_model_6,2.57217E+16,160379940.1,2.57217E+16,93286549.81,0.320998763,4/21/19,1000
-4,XGBoost_1_AutoML_20190421_193852,2.57972E+16,160615115.1,2.57972E+16,94810332.99,0.324508024,4/21/19,1000
-5,XGBoost_grid_1_AutoML_20190421_195113_model_13,2.5849E+16,160776388.1,2.5849E+16,94120200.9,0.321594874,4/21/19,1000
-6,XGBoost_grid_1_AutoML_20190421_193852_model_2,2.59523E+16,161097072.7,2.59523E+16,94894840.43,0.33124101,4/21/19,1000
-7,XGBoost_1_AutoML_20190421_193027,2.59637E+16,161132468.1,2.59637E+16,94764756.54,0.325982228,4/21/19,1000
-8,XGBoost_grid_1_AutoML_20190421_193852_model_4,2.60414E+16,161373402.7,2.60414E+16,93939690.12,0.325831822,4/21/19,1000
-9,XGBoost_1_AutoML_20190421_195113,2.61164E+16,161605661.3,2.61164E+16,94746900.31,0.324840888,4/21/19,1000
-10,XGBoost_grid_1_AutoML_20190421_193852_model_5,2.61195E+16,161615222.4,2.61195E+16,93547247.57,0.320357964,4/21/19,1000
-11,XGBoost_2_AutoML_20190421_193027,2.61349E+16,161662873.7,2.61349E+16,94910189.58,0.325776157,4/21/19,1000
-12,XGBoost_grid_1_AutoML_20190421_193027_model_6,2.62102E+16,161895601.1,2.62102E+16,94276247.69,0.327257951,4/21/19,1000
-13,XGBoost_grid_1_AutoML_20190421_193027_model_4,2.62455E+16,162004733.1,2.62455E+16,94036117,0.322651169,4/21/19,1000
-14,XGBoost_2_AutoML_20190421_193852,2.62649E+16,162064359.1,2.62649E+16,94315665.56,0.324515899,4/21/19,1000
-15,GBM_1_AutoML_20190421_193852,2.62792E+16,162108468.7,2.62792E+16,97327058.64,0.332116007,4/21/19,1000
-16,GBM_grid_1_AutoML_20190421_193852_model_5,2.63979E+16,162474267.5,2.63979E+16,95846051.24,0.328711234,4/21/19,1000
-17,XGBoost_grid_1_AutoML_20190421_195113_model_1,2.64023E+16,162487733.8,2.64023E+16,95196532.9,0.325544005,4/21/19,1000
-18,XGBoost_grid_1_AutoML_20190421_193852_model_7,2.64404E+16,162604978.6,2.64404E+16,98378239.82,0.334718732,4/21/19,1000
-19,GBM_1_AutoML_20190421_195113,2.64478E+16,162627719.2,2.64478E+16,96956870.89,0.332231156,4/21/19,1000
-20,GBM_grid_1_AutoML_20190421_195113_model_37,2.65513E+16,162945700.4,2.65513E+16,96843428.81,0.329630066,4/21/19,1000
-21,GBM_grid_1_AutoML_20190421_195113_model_12,2.6622E+16,163162452.5,2.6622E+16,97371794.35,0.334278843,4/21/19,1000
-22,XRT_1_AutoML_20190421_195113,2.66749E+16,163324521.9,2.66749E+16,97339614.73,0.335496027,4/21/19,1000
-23,XGBoost_grid_1_AutoML_20190421_193027_model_1,2.66866E+16,163360231.6,2.66866E+16,95577150.19,0.333629342,4/21/19,1000
-24,XGBoost_2_AutoML_20190421_195113,2.67109E+16,163434830.4,2.67109E+16,95830035.93,0.325384551,4/21/19,1000
-25,DRF_1_AutoML_20190421_193852,2.67409E+16,163526453.7,2.67409E+16,98123769.62,0.338170995,4/21/19,1000
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-27,XRT_1_AutoML_20190421_193852,2.68008E+16,163709370.9,2.68008E+16,97507679.1,0.335555395,4/21/19,1000
-28,GBM_grid_1_AutoML_20190421_193852_model_18,2.68512E+16,163863346.4,2.68512E+16,97276308.74,0.339031671,4/21/19,1000
-29,XGBoost_grid_1_AutoML_20190421_195113_model_7,2.68814E+16,163955527.3,2.68814E+16,94850248.7,0.331917372,4/21/19,1000
-30,GBM_3_AutoML_20190421_195113,2.68976E+16,164004964.4,2.68976E+16,98761895.49,0.334635207,4/21/19,1000
-31,GBM_grid_1_AutoML_20190421_195113_model_21,2.69687E+16,164221484.7,2.69687E+16,97679785.83,0.347603672,4/21/19,1000
-32,GBM_grid_1_AutoML_20190421_195113_model_43,2.69969E+16,164307328.4,2.69969E+16,97696501.1,0.338514919,4/21/19,1000
-33,GBM_4_AutoML_20190421_193027,2.70077E+16,164340081.9,2.70077E+16,97393457.23,0.331291475,4/21/19,1000
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-35,GBM_2_AutoML_20190421_195113,2.71683E+16,164828160.9,2.71683E+16,99839915.38,0.336425635,4/21/19,1000
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-38,GBM_4_AutoML_20190421_193852,2.72494E+16,165073982.7,2.72494E+16,98502566.73,0.332897048,4/21/19,1000
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-48,GBM_3_AutoML_20190421_193027,2.76641E+16,166325169.8,2.76641E+16,99311822.14,0.333814524,4/21/19,1000
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\ No newline at end of file
diff --git a/DS/result/1000/params.json b/DS/result/1000/params.json
deleted file mode 100644
index efed166..0000000
--- a/DS/result/1000/params.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/DS/result/1000/varimp_percentage_1000.csv b/DS/result/1000/varimp_percentage_1000.csv
deleted file mode 100644
index 5789d7f..0000000
--- a/DS/result/1000/varimp_percentage_1000.csv
+++ /dev/null
@@ -1,173 +0,0 @@
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diff --git a/DS/result/1000/varimp_relative_importance_1000.csv b/DS/result/1000/varimp_relative_importance_1000.csv
deleted file mode 100644
index cb15e61..0000000
--- a/DS/result/1000/varimp_relative_importance_1000.csv
+++ /dev/null
@@ -1,173 +0,0 @@
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diff --git a/DS/result/1000/varimp_scaled_importance_1000.csv b/DS/result/1000/varimp_scaled_importance_1000.csv
deleted file mode 100644
index d60252e..0000000
--- a/DS/result/1000/varimp_scaled_importance_1000.csv
+++ /dev/null
@@ -1,173 +0,0 @@
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diff --git a/DS/result/1500/Hyperparameter_DL_1500.csv b/DS/result/1500/Hyperparameter_DL_1500.csv
deleted file mode 100644
index 5994b9f..0000000
--- a/DS/result/1500/Hyperparameter_DL_1500.csv
+++ /dev/null
@@ -1,30 +0,0 @@
-,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
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-24,DeepLearning_grid_1_AutoML_20190421_201138_model_3,False,[500],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-25,DeepLearning_grid_1_AutoML_20190421_201138_model_4,False,"[200, 200]",52.8,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
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-28,DeepLearning_grid_1_AutoML_20190421_201138_model_7,False,"[200, 200, 200]",8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
diff --git a/DS/result/1500/Hyperparameter_DRF_1500.csv b/DS/result/1500/Hyperparameter_DRF_1500.csv
deleted file mode 100644
index 0472e3f..0000000
--- a/DS/result/1500/Hyperparameter_DRF_1500.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
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-3,DRF_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,8526487506220793987
diff --git a/DS/result/1500/Hyperparameter_GBM_1500.csv b/DS/result/1500/Hyperparameter_GBM_1500.csv
deleted file mode 100644
index 3ebdcc6..0000000
--- a/DS/result/1500/Hyperparameter_GBM_1500.csv
+++ /dev/null
@@ -1,166 +0,0 @@
-,model_id,ntrees,learn_rate,max_depth,sample_rate,col_sample_rate,score_each_iteration,seed,stopping_rounds,stopping_metric,stopping_tolerance
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-151,GBM_grid_1_AutoML_20190421_201138_model_52,298,0.001,14,0.7,0.7,False,-8906917081401561871,0,deviance,0.014965432360392486
-152,GBM_grid_1_AutoML_20190421_201138_model_53,57,0.5,8,0.9,0.7,False,-435890991758974398,0,deviance,0.014965432360392486
-153,GBM_grid_1_AutoML_20190421_201138_model_54,297,0.008,3,0.5,1.0,False,-2851928972714829755,0,deviance,0.014965432360392486
-154,GBM_grid_1_AutoML_20190421_201138_model_55,259,0.01,5,0.6,1.0,False,-4113715527388462292,0,deviance,0.014965432360392486
-155,GBM_grid_1_AutoML_20190421_201138_model_56,325,0.001,13,0.8,0.4,False,-470284001546457360,0,deviance,0.014965432360392486
-156,GBM_grid_1_AutoML_20190421_201138_model_57,106,0.1,3,0.8,0.7,False,-6267354125225659938,0,deviance,0.014965432360392486
-157,GBM_grid_1_AutoML_20190421_201138_model_58,62,0.008,17,0.6,0.7,False,749246716327776830,0,deviance,0.014965432360392486
-158,GBM_grid_1_AutoML_20190421_201138_model_59,36,0.5,11,0.8,1.0,False,3717369682026506675,0,deviance,0.014965432360392486
-159,GBM_grid_1_AutoML_20190421_201138_model_6,401,0.005,9,0.7,0.4,False,1215759148154939888,0,deviance,0.014965432360392486
-160,GBM_grid_1_AutoML_20190421_201138_model_60,30,0.5,5,0.5,0.4,False,-1274353100227661527,0,deviance,0.014965432360392486
-161,GBM_grid_1_AutoML_20190421_201138_model_61,4,0.008,9,0.9,0.7,False,2753661361651657554,0,deviance,0.014965432360392486
-162,GBM_grid_1_AutoML_20190421_201138_model_7,58,0.1,17,0.9,0.7,False,7169079494235385426,0,deviance,0.014965432360392486
-163,GBM_grid_1_AutoML_20190421_201138_model_8,386,0.001,10,0.7,0.4,False,-5433408555835404398,0,deviance,0.014965432360392486
-164,GBM_grid_1_AutoML_20190421_201138_model_9,369,0.005,4,1.0,0.7,False,4711816287676917037,0,deviance,0.014965432360392486
diff --git a/DS/result/1500/Hyperparameter_GLM_1500.csv b/DS/result/1500/Hyperparameter_GLM_1500.csv
deleted file mode 100644
index 165078d..0000000
--- a/DS/result/1500/Hyperparameter_GLM_1500.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
-0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-2,GLM_grid_1_AutoML_20190421_195113_model_1,-2989962140256060411,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-3,GLM_grid_1_AutoML_20190421_201138_model_1,-5107321425115758760,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
diff --git a/DS/result/1500/Hyperparameter_XGBoost_1500.csv b/DS/result/1500/Hyperparameter_XGBoost_1500.csv
deleted file mode 100644
index b3cefb4..0000000
--- a/DS/result/1500/Hyperparameter_XGBoost_1500.csv
+++ /dev/null
@@ -1,73 +0,0 @@
-,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
-0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-2,XGBoost_1_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-3,XGBoost_1_AutoML_20190421_201138,109,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-4,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-5,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-6,XGBoost_2_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-7,XGBoost_2_AutoML_20190421_201138,109,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-8,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-9,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-10,XGBoost_3_AutoML_20190421_195113,101,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-11,XGBoost_3_AutoML_20190421_201138,109,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-12,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01
-13,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01
-14,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1
-15,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5
-16,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5
-17,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1
-18,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001
-19,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5
-20,XGBoost_grid_1_AutoML_20190421_193852_model_1,144,20,20.0,100.0,1.0,1.0,1.0,gbtree,10.0,0.5
-21,XGBoost_grid_1_AutoML_20190421_193852_model_10,78,15,15.0,100.0,1.0,1.0,0.9,gbtree,0.001,0.1
-22,XGBoost_grid_1_AutoML_20190421_193852_model_11,19,5,1.0,100.0,1.0,0.8,0.7,gbtree,0.001,1.0
-23,XGBoost_grid_1_AutoML_20190421_193852_model_2,106,15,5.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.1
-24,XGBoost_grid_1_AutoML_20190421_193852_model_3,263,20,15.0,100.0,0.8,0.8,1.0,gbtree,100.0,1.0
-25,XGBoost_grid_1_AutoML_20190421_193852_model_4,91,10,0.1,100.0,0.8,0.8,0.7,dart,0.1,0.5
-26,XGBoost_grid_1_AutoML_20190421_193852_model_5,186,15,3.0,100.0,0.6,0.8,0.8,gbtree,10.0,0.001
-27,XGBoost_grid_1_AutoML_20190421_193852_model_6,77,15,5.0,100.0,0.8,1.0,0.8,dart,100.0,0.001
-28,XGBoost_grid_1_AutoML_20190421_193852_model_7,189,5,0.01,100.0,1.0,0.8,0.9,gbtree,0.01,0.1
-29,XGBoost_grid_1_AutoML_20190421_193852_model_8,115,20,5.0,100.0,0.6,1.0,0.7,dart,100.0,0.01
-30,XGBoost_grid_1_AutoML_20190421_193852_model_9,126,15,20.0,100.0,0.8,0.6,0.7,dart,0.01,0.001
-31,XGBoost_grid_1_AutoML_20190421_195113_model_1,137,20,15.0,100.0,0.8,0.6,0.8,gbtree,0.001,0.001
-32,XGBoost_grid_1_AutoML_20190421_195113_model_10,176,5,20.0,100.0,0.8,0.6,1.0,gbtree,0.01,1.0
-33,XGBoost_grid_1_AutoML_20190421_195113_model_11,189,5,5.0,100.0,0.6,0.8,1.0,gbtree,10.0,1.0
-34,XGBoost_grid_1_AutoML_20190421_195113_model_12,188,5,0.1,100.0,0.6,0.8,0.7,gbtree,1.0,0.01
-35,XGBoost_grid_1_AutoML_20190421_195113_model_13,174,15,10.0,100.0,0.8,0.6,0.8,gbtree,10.0,0.01
-36,XGBoost_grid_1_AutoML_20190421_195113_model_14,61,5,15.0,100.0,0.6,0.8,0.8,dart,0.01,0.01
-37,XGBoost_grid_1_AutoML_20190421_195113_model_15,44,15,0.1,100.0,1.0,0.8,0.8,dart,0.1,0.001
-38,XGBoost_grid_1_AutoML_20190421_195113_model_2,196,5,0.01,100.0,0.6,0.6,0.8,gbtree,1.0,0.1
-39,XGBoost_grid_1_AutoML_20190421_195113_model_3,285,10,0.1,100.0,0.8,0.6,1.0,gbtree,100.0,0.5
-40,XGBoost_grid_1_AutoML_20190421_195113_model_4,114,15,0.1,100.0,1.0,1.0,0.8,gbtree,1.0,0.001
-41,XGBoost_grid_1_AutoML_20190421_195113_model_5,111,20,0.01,100.0,1.0,1.0,0.9,gbtree,1.0,0.01
-42,XGBoost_grid_1_AutoML_20190421_195113_model_6,169,20,10.0,100.0,1.0,0.6,0.7,gbtree,10.0,0.5
-43,XGBoost_grid_1_AutoML_20190421_195113_model_7,112,15,0.1,100.0,0.6,0.6,0.7,dart,1.0,0.5
-44,XGBoost_grid_1_AutoML_20190421_195113_model_8,79,15,1.0,100.0,0.8,0.8,0.7,dart,10.0,0.01
-45,XGBoost_grid_1_AutoML_20190421_195113_model_9,265,20,0.1,100.0,0.6,0.8,1.0,gbtree,100.0,0.01
-46,XGBoost_grid_1_AutoML_20190421_201138_model_1,104,20,20.0,100.0,1.0,0.8,0.8,dart,0.1,0.5
-47,XGBoost_grid_1_AutoML_20190421_201138_model_10,200,5,3.0,100.0,0.6,0.6,0.8,gbtree,0.01,0.01
-48,XGBoost_grid_1_AutoML_20190421_201138_model_11,301,15,3.0,100.0,0.8,0.6,0.8,gbtree,100.0,0.5
-49,XGBoost_grid_1_AutoML_20190421_201138_model_12,77,10,15.0,100.0,0.6,1.0,0.7,dart,10.0,0.1
-50,XGBoost_grid_1_AutoML_20190421_201138_model_13,67,5,10.0,100.0,0.6,0.8,0.8,dart,0.01,0.5
-51,XGBoost_grid_1_AutoML_20190421_201138_model_14,101,15,0.1,100.0,0.6,0.8,0.9,gbtree,0.01,0.01
-52,XGBoost_grid_1_AutoML_20190421_201138_model_15,273,10,0.1,100.0,0.6,1.0,1.0,gbtree,100.0,0.1
-53,XGBoost_grid_1_AutoML_20190421_201138_model_16,81,15,5.0,100.0,0.6,0.8,0.8,dart,100.0,0.5
-54,XGBoost_grid_1_AutoML_20190421_201138_model_17,86,20,0.01,100.0,0.6,0.6,0.7,dart,100.0,1.0
-55,XGBoost_grid_1_AutoML_20190421_201138_model_18,105,10,0.1,100.0,0.8,0.6,1.0,dart,0.01,1.0
-56,XGBoost_grid_1_AutoML_20190421_201138_model_19,286,15,5.0,100.0,1.0,1.0,0.7,gbtree,100.0,0.001
-57,XGBoost_grid_1_AutoML_20190421_201138_model_2,192,5,0.1,100.0,1.0,0.8,1.0,gbtree,0.1,0.01
-58,XGBoost_grid_1_AutoML_20190421_201138_model_20,105,10,20.0,100.0,0.8,0.8,0.8,dart,0.1,1.0
-59,XGBoost_grid_1_AutoML_20190421_201138_model_21,133,20,20.0,100.0,1.0,0.6,0.8,gbtree,0.001,0.001
-60,XGBoost_grid_1_AutoML_20190421_201138_model_22,183,5,15.0,100.0,1.0,0.8,0.7,gbtree,10.0,0.1
-61,XGBoost_grid_1_AutoML_20190421_201138_model_23,179,5,0.01,100.0,1.0,1.0,0.7,gbtree,0.01,0.01
-62,XGBoost_grid_1_AutoML_20190421_201138_model_24,110,20,1.0,100.0,1.0,1.0,0.8,gbtree,1.0,0.5
-63,XGBoost_grid_1_AutoML_20190421_201138_model_25,104,15,1.0,100.0,0.6,0.8,0.9,gbtree,0.1,1.0
-64,XGBoost_grid_1_AutoML_20190421_201138_model_26,125,20,0.01,100.0,1.0,0.6,0.9,gbtree,100.0,0.1
-65,XGBoost_grid_1_AutoML_20190421_201138_model_3,91,15,5.0,100.0,0.8,1.0,0.7,dart,10.0,0.1
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-67,XGBoost_grid_1_AutoML_20190421_201138_model_5,149,15,20.0,100.0,0.6,0.6,0.9,gbtree,0.1,0.1
-68,XGBoost_grid_1_AutoML_20190421_201138_model_6,96,10,20.0,100.0,1.0,0.6,0.8,dart,100.0,0.1
-69,XGBoost_grid_1_AutoML_20190421_201138_model_7,98,10,20.0,100.0,1.0,0.8,0.8,dart,1.0,0.1
-70,XGBoost_grid_1_AutoML_20190421_201138_model_8,127,20,20.0,100.0,1.0,1.0,0.7,gbtree,0.001,0.01
-71,XGBoost_grid_1_AutoML_20190421_201138_model_9,247,20,20.0,100.0,1.0,1.0,0.7,gbtree,100.0,0.01
diff --git a/DS/result/1500/Hyperparameter_XRT_1500.csv b/DS/result/1500/Hyperparameter_XRT_1500.csv
deleted file mode 100644
index 7d2d963..0000000
--- a/DS/result/1500/Hyperparameter_XRT_1500.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378
-1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273
-2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834
-3,XRT_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,7300924216864082225
diff --git a/DS/result/1500/all_varimp.csv b/DS/result/1500/all_varimp.csv
deleted file mode 100644
index 1c61979..0000000
--- a/DS/result/1500/all_varimp.csv
+++ /dev/null
@@ -1,5816 +0,0 @@
-	model_id	variable	relative_importance	scaled_importance	percentage
-0	GBM_1_AutoML_20190416_015849	supply_area	5.142440512168814e+20	1.0	0.26965304008383767
-1	GBM_1_AutoML_20190416_015849	city	3.556079913049879e+20	0.691516003857497	0.18646939270680088
-2	GBM_1_AutoML_20190416_015849	exclusive_use_area	2.8717862730904633e+20	0.5584481271674047	0.15058723521981623
-3	GBM_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.3659960388754185e+20	0.2656318601339177	0.07162843862823566
-4	GBM_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.1062438055314771e+20	0.21512038941699316	0.05800786699031123
-5	GBM_1_AutoML_20190416_015849	total_household_count_in_sites	8.393671766441984e+19	0.16322350733235744	0.04401371496531675
-6	GBM_1_AutoML_20190416_015849	floor	7.956222709042931e+19	0.1547168643023818	0.041719872811375826
-7	GBM_1_AutoML_20190416_015849	heat_fuel_cogeneration	6.286668838041813e+19	0.12225068667620664	0.03296526931457583
-8	GBM_1_AutoML_20190416_015849	total_household_count_of_area_type	5.228192743433018e+19	0.10166753958672509	0.02741496112740433
-9	GBM_1_AutoML_20190416_015849	heat_fuel_gas	4.359336664931867e+19	0.08477174708421324	0.0228589593144763
-10	GBM_1_AutoML_20190416_015849	bathroom_count	4.257647232525376e+19	0.08279429236858049	0.02232573263877781
-11	GBM_1_AutoML_20190416_015849	heat_type_district	3.5194944992644694e+19	0.06844015970502942	0.01845509712828455
-12	GBM_1_AutoML_20190416_015849	heat_type_individual	3.422536045489973e+19	0.06655470369352945	0.017946678182839237
-13	GBM_1_AutoML_20190416_015849	front_door_structure_stairway	2.4499676530895487e+19	0.047642119481831	0.01284684235431316
-14	GBM_1_AutoML_20190416_015849	room_count	2.002224967831257e+19	0.038935306360730705	0.010499023726766617
-15	GBM_1_AutoML_20190416_015849	front_door_structure_mixed	1.0703568675027288e+19	0.020814180834370175	0.005612607138842666
-16	GBM_1_AutoML_20190416_015849	heat_type_central	7.370545410470838e+18	0.014332777196021126	0.0038648769437513992
-17	GBM_1_AutoML_20190416_015849	front_door_structure_corridor	5.969837415672578e+18	0.01160895765647819	0.003130390724273887
-18	XGBoost_grid_1_AutoML_20190416_021340_model_7	supply_area	7.337369362340837e+20	1.0	0.234053082362835
-19	XGBoost_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	5.1960716987001e+20	0.7081654803108345	0.16574831348970837
-20	XGBoost_grid_1_AutoML_20190416_021340_model_7	city	4.4163047373120576e+20	0.601892111357895	0.14087470391319004
-21	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	2.6192748955614734e+20	0.3569773806134039	0.08355165626637812
-22	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.8685983730164774e+20	0.25466870764433475	0.05960599600551623
-23	XGBoost_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.8281090772259517e+20	0.24915047709179672	0.05831443713550594
-24	XGBoost_grid_1_AutoML_20190416_021340_model_7	floor	1.632299074536719e+20	0.22246380057061316	0.05206833823770303
-25	XGBoost_grid_1_AutoML_20190416_021340_model_7	bathroom_count	1.3853035510200952e+20	0.18880111966697322	0.04418948401160955
-26	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	1.333210537275603e+20	0.18170143432036107	0.042527780772428726
-27	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	9.93133877788672e+19	0.1353528531473347	0.03167975248573784
-28	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_district	8.564809431891365e+19	0.11672861224419727	0.027320691495690535
-29	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	7.432329167858827e+19	0.10129419415636036	0.023708218367755614
-30	XGBoost_grid_1_AutoML_20190416_021340_model_7	room_count	4.331445573372399e+19	0.05903267723720726	0.013816780067498728
-31	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	2.4842623003691844e+19	0.03385766993167469	0.007924492009131938
-32	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	1.605542063250604e+19	0.021881712422589406	0.005121482239884189
-33	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_central	1.41362098920835e+19	0.019266046445253007	0.004509277555457007
-34	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.003650926410675e+19	0.013678620726958753	0.0032015233436168593
-35	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	5.592660946880299e+18	0.00762216084634463	0.001783990240352276
-36	XGBoost_1_AutoML_20190416_023643	supply_area	6.47745838267769e+20	1.0	0.23516684719503883
-37	XGBoost_1_AutoML_20190416_023643	exclusive_use_area	5.78806142546865e+20	0.8935698361177192	0.21013800110839156
-38	XGBoost_1_AutoML_20190416_023643	city	4.642607100150216e+20	0.7167328334467858	0.1685518007228475
-39	XGBoost_1_AutoML_20190416_023643	total_parking_capacity_in_site	1.8078578322609222e+20	0.2790998761328327	0.06563503792268413
-40	XGBoost_1_AutoML_20190416_023643	apartment_building_count_in_sites	1.6326113358390074e+20	0.2520450521465348	0.059272640264409746
-41	XGBoost_1_AutoML_20190416_023643	total_household_count_in_sites	1.3409910333974669e+20	0.20702426077851852	0.04868524270016773
-42	XGBoost_1_AutoML_20190416_023643	floor	9.718227915753967e+19	0.15003149910994237	0.035282434625630424
-43	XGBoost_1_AutoML_20190416_023643	total_household_count_of_area_type	9.338309704766666e+19	0.14416626326368367	0.03390312560361044
-44	XGBoost_1_AutoML_20190416_023643	heat_fuel_cogeneration	8.222067908062426e+19	0.12693355051188362	0.02985056287715188
-45	XGBoost_1_AutoML_20190416_023643	heat_type_individual	8.089842398924689e+19	0.12489223273991089	0.02937051261259385
-46	XGBoost_1_AutoML_20190416_023643	heat_type_district	5.767698030317588e+19	0.08904261038159388	0.020939869949455667
-47	XGBoost_1_AutoML_20190416_023643	room_count	5.60054631442122e+19	0.08646209645126324	0.02033301862431693
-48	XGBoost_1_AutoML_20190416_023643	bathroom_count	4.551774509439176e+19	0.07027099582162867	0.016525408536628164
-49	XGBoost_1_AutoML_20190416_023643	heat_fuel_gas	2.6400595795878347e+19	0.04075764634239875	0.00958484718943232
-50	XGBoost_1_AutoML_20190416_023643	front_door_structure_stairway	2.0373343532270748e+19	0.03145268148191281	0.007396627939931217
-51	XGBoost_1_AutoML_20190416_023643	front_door_structure_mixed	1.1792634942339416e+19	0.018205651423212243	0.004281365646328695
-52	XGBoost_1_AutoML_20190416_023643	front_door_structure_corridor	8.565807458595897e+18	0.013224025462676786	0.0031098523752846148
-53	XGBoost_1_AutoML_20190416_023643	heat_type_central	5.433910709282931e+18	0.008388955031829364	0.0019728041060962684
-54	XGBoost_1_AutoML_20190416_015849	exclusive_use_area	6.66503260347023e+20	1.0	0.24313142433565593
-55	XGBoost_1_AutoML_20190416_015849	supply_area	5.901882517332301e+20	0.8854994219022146	0.21529273569548538
-56	XGBoost_1_AutoML_20190416_015849	city	4.536478015712626e+20	0.6806385333134986	0.1654846160622427
-57	XGBoost_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.6651456210221085e+20	0.24983307960941262	0.06074227249159981
-58	XGBoost_1_AutoML_20190416_015849	total_household_count_in_sites	1.5735965885344095e+20	0.23609735798067927	0.05740268692772779
-59	XGBoost_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.5518922290021112e+20	0.2328409058635512	0.05661094108620958
-60	XGBoost_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1600179285743737e+20	0.17404534945116343	0.04231589371105834
-61	XGBoost_1_AutoML_20190416_015849	floor	1.0686420911582819e+20	0.16033561345249542	0.038982626070436364
-62	XGBoost_1_AutoML_20190416_015849	total_household_count_of_area_type	9.142995098036444e+19	0.13717855023358824	0.033352416306592636
-63	XGBoost_1_AutoML_20190416_015849	bathroom_count	6.6195521406161125e+19	0.09931762580080347	0.02414723582258504
-64	XGBoost_1_AutoML_20190416_015849	heat_type_individual	5.476501171794136e+19	0.08216765764870722	0.01997753963845474
-65	XGBoost_1_AutoML_20190416_015849	heat_type_district	3.71797701889664e+19	0.055783328306013534	0.013562680065224583
-66	XGBoost_1_AutoML_20190416_015849	front_door_structure_stairway	2.155443232575796e+19	0.0323395752250865	0.00786276698688537
-67	XGBoost_1_AutoML_20190416_015849	room_count	1.6986735568534634e+19	0.02548635029885718	0.006196532649278616
-68	XGBoost_1_AutoML_20190416_015849	heat_fuel_gas	1.591282496949977e+19	0.023875089465000617	0.005804784507766813
-69	XGBoost_1_AutoML_20190416_015849	front_door_structure_corridor	9.108252619670815e+18	0.013665728529112511	0.003322568041867533
-70	XGBoost_1_AutoML_20190416_015849	front_door_structure_mixed	8.260484624434594e+18	0.012393764765882274	0.003013313680410025
-71	XGBoost_1_AutoML_20190416_015849	heat_type_central	7.667404204121522e+18	0.011503926027502694	0.0027969659205187543
-72	XGBoost_grid_1_AutoML_20190416_023643_model_1	exclusive_use_area	7.813705946991071e+20	1.0	0.2262983104378793
-73	XGBoost_grid_1_AutoML_20190416_023643_model_1	supply_area	7.101956358193996e+20	0.9089101133795343	0.20568482299768992
-74	XGBoost_grid_1_AutoML_20190416_023643_model_1	city	5.389387657173816e+20	0.6897351517622927	0.1560858994934211
-75	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_household_count_in_sites	2.4204182780930687e+20	0.30976572378246864	0.07009945992353946
-76	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_parking_capacity_in_site	2.3432869216780707e+20	0.2998944339056465	0.06786560370257207
-77	XGBoost_grid_1_AutoML_20190416_023643_model_1	apartment_building_count_in_sites	1.6681004045901287e+20	0.21348389815366503	0.0483110454578667
-78	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_household_count_of_area_type	1.297507283659391e+20	0.16605529981058983	0.037578033786391976
-79	XGBoost_grid_1_AutoML_20190416_023643_model_1	floor	1.1891858609969457e+20	0.15219229761965658	0.03444085981298716
-80	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_fuel_cogeneration	1.1267246285243862e+20	0.14419849379643845	0.03263187551382104
-81	XGBoost_grid_1_AutoML_20190416_023643_model_1	bathroom_count	9.77015916934778e+19	0.12503873623642195	0.02829605474958992
-82	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_district	8.347724494931178e+19	0.10683438245005558	0.024176440245121802
-83	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_individual	7.748650746686262e+19	0.09916742195385711	0.022441420038638124
-84	XGBoost_grid_1_AutoML_20190416_023643_model_1	room_count	6.591371657596214e+19	0.08435653583987815	0.01908974153495684
-85	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_fuel_gas	3.564740282356754e+19	0.045621633403410536	0.010324098558608122
-86	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_stairway	1.6248973161901588e+19	0.020795475632351894	0.004705981000353323
-87	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_corridor	1.4217640822748217e+19	0.01819577153171882	0.004117672354741632
-88	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_central	1.3672836109720093e+19	0.017498529126227583	0.003959887576413322
-89	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_mixed	1.344116900974769e+19	0.017202041004529562	0.00389279281540816
-90	XGBoost_1_AutoML_20190416_021340	supply_area	7.615501823703054e+20	1.0	0.2738273098574499
-91	XGBoost_1_AutoML_20190416_021340	exclusive_use_area	5.0952329364497865e+20	0.6690606941476929	0.18320709000982083
-92	XGBoost_1_AutoML_20190416_021340	city	4.0884272033157664e+20	0.5368559154684517	0.14700581111378466
-93	XGBoost_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.709885540804686e+20	0.22452696885748372	0.0614816158726922
-94	XGBoost_1_AutoML_20190416_021340	total_parking_capacity_in_site	1.6714193464092682e+20	0.21947593016221445	0.06009850353478073
-95	XGBoost_1_AutoML_20190416_021340	total_household_count_in_sites	1.5883821172172993e+20	0.20857221940036844	0.057112769749400716
-96	XGBoost_1_AutoML_20190416_021340	floor	9.200257663611018e+19	0.12080960489006058	0.03308096911198671
-97	XGBoost_1_AutoML_20190416_021340	total_household_count_of_area_type	9.032641074198426e+19	0.11860861284393057	0.032478277380977284
-98	XGBoost_1_AutoML_20190416_021340	heat_type_individual	8.3654776494779e+19	0.10984801583843846	0.030079386670218155
-99	XGBoost_1_AutoML_20190416_021340	heat_fuel_gas	7.268401220055099e+19	0.09544218343474604	0.026134676336857777
-100	XGBoost_1_AutoML_20190416_021340	heat_type_district	6.784202247656964e+19	0.0890841129673334	0.024393663004882077
-101	XGBoost_1_AutoML_20190416_021340	heat_fuel_cogeneration	6.35374740362452e+19	0.08343176261672795	0.02284589511400397
-102	XGBoost_1_AutoML_20190416_021340	bathroom_count	4.664399684495527e+19	0.06124875014772766	0.016771580485083353
-103	XGBoost_1_AutoML_20190416_021340	room_count	3.813859270689869e+19	0.05008020953812039	0.013713329054920911
-104	XGBoost_1_AutoML_20190416_021340	front_door_structure_corridor	1.630003228287225e+19	0.0214037533707087	0.00586093220635349
-105	XGBoost_1_AutoML_20190416_021340	heat_type_central	1.317431973670971e+19	0.017299345521400805	0.004737033246419707
-106	XGBoost_1_AutoML_20190416_021340	front_door_structure_mixed	1.0203622936900796e+19	0.013398490569777401	0.003668872628872557
-107	XGBoost_1_AutoML_20190416_021340	front_door_structure_stairway	9.740319523281568e+18	0.012790121713273147	0.003502284621494944
-108	XGBoost_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	8.074262407120033e+20	1.0	0.21459785185480698
-109	XGBoost_grid_1_AutoML_20190416_022142_model_9	supply_area	7.214671605242895e+20	0.8935394022964704	0.19175163628045075
-110	XGBoost_grid_1_AutoML_20190416_022142_model_9	city	5.850806068058385e+20	0.7246242161883465	0.1555028001959924
-111	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.832041302691477e+20	0.3507492275943535	0.07527003078148105
-112	XGBoost_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.5394788507263277e+20	0.3145152736783695	0.06749430210690482
-113	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.8748393769375944e+20	0.23219946075623288	0.04982950548013213
-114	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.6332483488956757e+20	0.20227833411203572	0.04340849597721179
-115	XGBoost_grid_1_AutoML_20190416_022142_model_9	floor	1.520719227175127e+20	0.18834156613910996	0.04041769550842306
-116	XGBoost_grid_1_AutoML_20190416_022142_model_9	bathroom_count	1.2354014133449287e+20	0.1530048629897796	0.032834514920945766
-117	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	1.1952418830818057e+20	0.14803109223051997	0.03176715440039039
-118	XGBoost_grid_1_AutoML_20190416_022142_model_9	room_count	1.1922649333593696e+20	0.1476623960484624	0.03168803299173377
-119	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	7.90512796389553e+19	0.09790526447251259	0.021010259441077955
-120	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	6.900264056257092e+19	0.08545999260777445	0.018339530833156082
-121	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_district	4.422885358384762e+19	0.054777577633401915	0.011755150489937973
-122	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	1.995450876692529e+19	0.02471372338522097	0.005303511949802329
-123	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	1.237791487740923e+19	0.015330087447361331	0.0032898038349500835
-124	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_central	1.089905744439935e+19	0.013498517752888933	0.0028967529129939416
-125	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	1.0696698926376944e+19	0.013247896076481733	0.002842970039608706
-126	GBM_grid_1_AutoML_20190416_023844_model_54	supply_area	1.182808376896496e+21	1.0	0.270240323645468
-127	GBM_grid_1_AutoML_20190416_023844_model_54	city	7.413297237308536e+20	0.626753866654197	0.16937416777067868
-128	GBM_grid_1_AutoML_20190416_023844_model_54	exclusive_use_area	6.342163212997063e+20	0.5361953243548973	0.14490159799085411
-129	GBM_grid_1_AutoML_20190416_023844_model_54	apartment_building_count_in_sites	3.262675323138783e+20	0.2758414115817756	0.07454347234068179
-130	GBM_grid_1_AutoML_20190416_023844_model_54	total_parking_capacity_in_site	2.612775462427364e+20	0.2208959213903166	0.05969498528848302
-131	GBM_grid_1_AutoML_20190416_023844_model_54	total_household_count_in_sites	1.9504952767090472e+20	0.16490374221282075	0.044563640665941505
-132	GBM_grid_1_AutoML_20190416_023844_model_54	floor	1.9299931671710243e+20	0.16317040062186777	0.04409522187341422
-133	GBM_grid_1_AutoML_20190416_023844_model_54	total_household_count_of_area_type	1.4222013140687231e+20	0.1202393677495214	0.03249352565555711
-134	GBM_grid_1_AutoML_20190416_023844_model_54	heat_fuel_gas	1.3692207745382901e+20	0.11576015196399868	0.03128306093199956
-135	GBM_grid_1_AutoML_20190416_023844_model_54	heat_fuel_cogeneration	1.2921727171242125e+20	0.10924615874928713	0.029522717297431528
-136	GBM_grid_1_AutoML_20190416_023844_model_54	bathroom_count	1.133228547665937e+20	0.09580829573082254	0.025891264846218193
-137	GBM_grid_1_AutoML_20190416_023844_model_54	heat_type_district	1.069367768832614e+20	0.09040921502758271	0.02443221552958666
-138	GBM_grid_1_AutoML_20190416_023844_model_54	room_count	7.351020722789443e+19	0.062148872686185824	0.01679513146891584
-139	GBM_grid_1_AutoML_20190416_023844_model_54	heat_type_individual	5.6190959551911035e+19	0.047506392962271125	0.012838143009352931
-140	GBM_grid_1_AutoML_20190416_023844_model_54	front_door_structure_stairway	3.218366851718945e+19	0.02720953718778553	0.007353114135870559
-141	GBM_grid_1_AutoML_20190416_023844_model_54	front_door_structure_corridor	2.29235508017344e+19	0.019380612489304658	0.00523742299155709
-142	GBM_grid_1_AutoML_20190416_023844_model_54	heat_type_central	1.7214513695879594e+19	0.014553932853475202	0.003933059524637549
-143	GBM_grid_1_AutoML_20190416_023844_model_54	front_door_structure_mixed	1.2285606478210925e+19	0.010386810508094669	0.0028069350333516513
-144	XGBoost_grid_1_AutoML_20190416_022142_model_3	supply_area	8.682182210195523e+20	1.0	0.2483576151322533
-145	XGBoost_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	7.681393004688693e+20	0.8847306839135904	0.21972960269110672
-146	XGBoost_grid_1_AutoML_20190416_022142_model_3	city	6.80907812648935e+20	0.7842588374260817	0.1947766545095352
-147	XGBoost_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	2.086985131743951e+20	0.2403756430374377	0.05969912144065986
-148	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	1.8172949845425888e+20	0.20931315889783236	0.05198451695966403
-149	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.7723939203358445e+20	0.2041415254167915	0.05070010240197461
-150	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.5099232544433897e+20	0.17391056970334953	0.043192014337815395
-151	XGBoost_grid_1_AutoML_20190416_022142_model_3	floor	1.0797120621876609e+20	0.12435952575606517	0.030885635235754372
-152	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	1.0740466745939172e+20	0.12370699538333343	0.030723574348581358
-153	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	6.806801609654272e+19	0.07839966318215502	0.019471153375091945
-154	XGBoost_grid_1_AutoML_20190416_022142_model_3	bathroom_count	4.864621191718188e+19	0.05602993664433399	0.013915461440998037
-155	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_district	4.2829821794525905e+19	0.04933071059512051	0.012251657636183508
-156	XGBoost_grid_1_AutoML_20190416_022142_model_3	room_count	2.521852623801916e+19	0.029046299222337143	0.007213869603277476
-157	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	1.8724166250560225e+19	0.02156619821750845	0.00535612955676985
-158	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.131859699669821e+19	0.013036580807307562	0.0032377341187818116
-159	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	1.1157702161670865e+19	0.012851264683858315	0.0031917094483164023
-160	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	1.016985473578854e+19	0.011713477659851503	0.0029091313765056462
-161	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_central	8.405102839080157e+18	0.00968086436749739	0.0024043163867304615
-162	XGBoost_grid_1_AutoML_20190416_020809_model_4	supply_area	7.233163807525343e+20	1.0	0.23315725739498758
-163	XGBoost_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	6.043663926007505e+20	0.835549157578833	0.19481434999977298
-164	XGBoost_grid_1_AutoML_20190416_020809_model_4	city	4.88769369555916e+20	0.6757338594314747	0.1575522533939727
-165	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.193514614335912e+20	0.3032579757220197	0.07070679790250184
-166	XGBoost_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	1.9567792055641126e+20	0.2705288111307932	0.06307575564958233
-167	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	1.712772946300156e+20	0.2367944362767226	0.05521034132867279
-168	XGBoost_grid_1_AutoML_20190416_020809_model_4	floor	1.3957132873072273e+20	0.19296027636691085	0.04499008882388777
-169	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.2550112472067788e+20	0.17350792552231045	0.040454632051075676
-170	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.1192280702852792e+20	0.15473561778330536	0.03607773226367454
-171	XGBoost_grid_1_AutoML_20190416_020809_model_4	bathroom_count	6.991777728450842e+19	0.09666278705283345	0.02253763032139436
-172	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_district	6.389811824820224e+19	0.08834048273830464	0.02059722467221235
-173	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	5.717170633170118e+19	0.07904107780916016	0.018429000923527596
-174	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	4.410817558562944e+19	0.06098047377240308	0.014218040019420473
-175	XGBoost_grid_1_AutoML_20190416_020809_model_4	room_count	3.844565551821095e+19	0.053151921539800195	0.012392756251493378
-176	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.297043397754277e+19	0.03175710462086378	0.007404399416206285
-177	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.0483746613820916e+19	0.014493998605304202	0.003379380963499503
-178	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_central	8.055134335273009e+18	0.011136391418223507	0.002596530480350069
-179	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.463524511762088e+18	0.010318478483781991	0.002405828143767799
-180	XGBoost_grid_1_AutoML_20190416_022142_model_14	supply_area	9.020846568986808e+20	1.0	0.29859352094822333
-181	XGBoost_grid_1_AutoML_20190416_022142_model_14	exclusive_use_area	4.484881893262958e+20	0.49716862591164607	0.1484513305159485
-182	XGBoost_grid_1_AutoML_20190416_022142_model_14	city	4.134986331057197e+20	0.4583811840091661	0.13686965166971235
-183	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_parking_capacity_in_site	2.0070212574539416e+20	0.2224870184971302	0.0664331822183306
-184	XGBoost_grid_1_AutoML_20190416_022142_model_14	apartment_building_count_in_sites	1.8954809925109495e+20	0.21012229595252319	0.06274115617818851
-185	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_household_count_in_sites	1.784612749074854e+20	0.1978320699090768	0.05907137431062631
-186	XGBoost_grid_1_AutoML_20190416_022142_model_14	floor	1.3768071408871539e+20	0.15262504803269172	0.045572850476973126
-187	XGBoost_grid_1_AutoML_20190416_022142_model_14	total_household_count_of_area_type	1.245053542140058e+20	0.13801958969355338	0.04121175524642722
-188	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	8.713397433269014e+19	0.0965917928725804	0.028841683528525286
-189	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_fuel_cogeneration	7.0356095395898065e+19	0.07799278577442896	0.02328814051294725
-190	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	6.830226045177063e+19	0.07571602058568447	0.022608313178867686
-191	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_district	5.083975520678104e+19	0.0563580755065333	0.016828156199361604
-192	XGBoost_grid_1_AutoML_20190416_022142_model_14	bathroom_count	4.720515679344656e+19	0.052328965394152015	0.015625090024617583
-193	XGBoost_grid_1_AutoML_20190416_022142_model_14	room_count	4.183973796199268e+19	0.04638116571656976	0.013849115576993589
-194	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_stairway	2.3583251181330235e+19	0.026143057639854115	0.00780614762903639
-195	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_corridor	1.8012089535063654e+19	0.019967183121136614	0.005962071511558117
-196	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.121625005633831e+19	0.012433700064137198	0.003712622280564876
-197	XGBoost_grid_1_AutoML_20190416_022142_model_14	front_door_structure_mixed	7.655009959297417e+18	0.008485910829716288	0.0025338379930976455
-198	XGBoost_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	1.1278014110477928e+21	1.0	0.2611815752838408
-199	XGBoost_grid_1_AutoML_20190416_022142_model_16	supply_area	8.922921424589171e+20	0.7911784235399439	0.20664122699074833
-200	XGBoost_grid_1_AutoML_20190416_022142_model_16	city	7.00846796311676e+20	0.6214274866534781	0.16230540988883335
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-202	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	2.7254882465702163e+20	0.24166384434987362	0.06311814355644889
-203	XGBoost_grid_1_AutoML_20190416_022142_model_16	apartment_building_count_in_sites	1.797529635756106e+20	0.1593835242754393	0.041628039944549514
-204	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_household_count_of_area_type	1.493738795126248e+20	0.13244696987375446	0.03459270823319859
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-206	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_fuel_cogeneration	1.2928157994850661e+20	0.11463151108172186	0.029939638641491163
-207	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_district	1.1174990222799038e+20	0.09908650683826353	0.02587956994539073
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-209	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_individual	8.429330247944713e+19	0.07474126353604556	0.019521040949049065
-210	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_fuel_gas	4.3171347698299175e+19	0.038279210573243114	0.009997824518141489
-211	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_stairway	2.842869776986931e+19	0.025207184076368024	0.006583652045535547
-212	XGBoost_grid_1_AutoML_20190416_022142_model_16	room_count	2.3789460189073113e+19	0.02109366060020383	0.005509275504063923
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-214	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.1221026334849368e+19	0.009949470026309316	0.002598618254710824
-215	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	5.253457211664892e+18	0.0046581403075069095	0.0012166204234078089
-216	XGBoost_grid_1_AutoML_20190416_023844_model_6	supply_area	7.19049290474345e+20	1.0	0.2384135325465376
-217	XGBoost_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	4.7357341517260993e+20	0.6586105034054083	0.1570216566891368
-218	XGBoost_grid_1_AutoML_20190416_023844_model_6	city	4.108389760507807e+20	0.5713641352455227	0.1362209418542827
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-220	XGBoost_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	2.1419705647569358e+20	0.29788925364823227	0.07102082926992662
-221	XGBoost_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	2.0883485261623932e+20	0.29043190137698965	0.06924289557149571
-222	XGBoost_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	1.4608684112287682e+20	0.20316665777739068	0.0484376805763812
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-225	XGBoost_grid_1_AutoML_20190416_023844_model_6	bathroom_count	1.034266167979121e+20	0.1438380068905753	0.034292927337235275
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-227	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	7.427257340622222e+19	0.1032927427787681	0.024626387692306965
-228	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	4.879218308088542e+19	0.06785652072432757	0.016177912812204272
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-231	XGBoost_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	1.5882813799619625e+19	0.0220886300981425	0.005266228330811927
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-234	XGBoost_1_AutoML_20190416_022142	supply_area	6.855376538033602e+20	1.0	0.24506003265809956
-235	XGBoost_1_AutoML_20190416_022142	exclusive_use_area	5.2606705576989164e+20	0.7673787907218133	0.18805387151542052
-236	XGBoost_1_AutoML_20190416_022142	city	3.899278130028531e+20	0.5687912412097791	0.13938800014650946
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-239	XGBoost_1_AutoML_20190416_022142	total_household_count_in_sites	1.5674847112588585e+20	0.2286504180423146	0.05603307891273773
-240	XGBoost_1_AutoML_20190416_022142	floor	1.0687115802931574e+20	0.15589392856307013	0.038203371224865404
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-242	XGBoost_1_AutoML_20190416_022142	total_household_count_of_area_type	9.103392448422556e+19	0.13279201219534728	0.03254201484532656
-243	XGBoost_1_AutoML_20190416_022142	heat_fuel_cogeneration	7.878382563452204e+19	0.11492268177747741	0.028162956149544997
-244	XGBoost_1_AutoML_20190416_022142	room_count	7.153336448599038e+19	0.10434636826893981	0.02557112441574047
-245	XGBoost_1_AutoML_20190416_022142	bathroom_count	6.675113981604843e+19	0.0973704937222826	0.023861616371517853
-246	XGBoost_1_AutoML_20190416_022142	heat_fuel_gas	6.2345317558712795e+19	0.09094368079247175	0.022286661385050907
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-248	XGBoost_1_AutoML_20190416_022142	front_door_structure_stairway	2.1888197876462387e+19	0.031928512978137306	0.007824402433146884
-249	XGBoost_1_AutoML_20190416_022142	front_door_structure_corridor	1.2193234307338207e+19	0.01778638159361516	0.004358731254200752
-250	XGBoost_1_AutoML_20190416_022142	front_door_structure_mixed	1.136549446615774e+19	0.0165789499717514	0.004062838021514397
-251	XGBoost_1_AutoML_20190416_022142	heat_type_central	1.0762171545276121e+19	0.015698877349139956	0.0038471673958757374
-252	GBM_1_AutoML_20190416_020809	supply_area	4.322788194737151e+20	1.0	0.2272757866900139
-253	GBM_1_AutoML_20190416_020809	exclusive_use_area	3.353057641848017e+20	0.7756701209488477	0.17629103695058757
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-256	GBM_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.2114400643040621e+20	0.28024506631598317	0.0636929179129602
-257	GBM_1_AutoML_20190416_020809	total_household_count_in_sites	9.183545966478125e+19	0.21244496729353482	0.048283597069972393
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-259	GBM_1_AutoML_20190416_020809	room_count	6.329651826204135e+19	0.1464252131045947	0.033278905499599686
-260	GBM_1_AutoML_20190416_020809	floor	5.995427119443948e+19	0.13869352023176104	0.03152167891948085
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-264	GBM_1_AutoML_20190416_020809	total_household_count_of_area_type	4.632146610406346e+19	0.10715645554981917	0.024354067733998657
-265	GBM_1_AutoML_20190416_020809	heat_fuel_gas	3.559421724710876e+19	0.08234087733107887	0.01871408767216688
-266	GBM_1_AutoML_20190416_020809	front_door_structure_mixed	1.0809522013526295e+19	0.025005902502201065	0.005683236163081533
-267	GBM_1_AutoML_20190416_020809	front_door_structure_stairway	9.75085394418729e+18	0.022556862619497818	0.005126628697104934
-268	GBM_1_AutoML_20190416_020809	front_door_structure_corridor	9.168717512861286e+18	0.021210193744916513	0.004820563469223512
-269	GBM_1_AutoML_20190416_020809	heat_type_central	6.595181905191109e+18	0.015256777820436634	0.0034674961814944913
-270	XGBoost_grid_1_AutoML_20190416_023844_model_1	supply_area	7.14048817144336e+20	1.0	0.25819281628909396
-271	XGBoost_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	4.681987912298083e+20	0.6556957731577165	0.1692959383004457
-272	XGBoost_grid_1_AutoML_20190416_023844_model_1	city	4.614580284875415e+20	0.64625557442001	0.16685854680202852
-273	XGBoost_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	1.7989718431680273e+20	0.25193961532806347	0.06504899881634368
-274	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	1.7038146533226185e+20	0.23861318896047046	0.061608211261425606
-275	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	1.3590686758157785e+20	0.19033273960890268	0.04914254607164136
-276	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_district	1.0044372971268604e+20	0.14066787494220107	0.036319434792728957
-277	XGBoost_grid_1_AutoML_20190416_023844_model_1	floor	9.608971644325121e+19	0.13457023404581578	0.03474506771697169
-278	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	9.23610789994163e+19	0.12934840977510742	0.03339683020235075
-279	XGBoost_grid_1_AutoML_20190416_023844_model_1	bathroom_count	8.526014263616917e+19	0.11940380067730706	0.030829203572495533
-280	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	6.6399010222136885e+19	0.09298945482142737	0.024009209225531798
-281	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	5.156801453441522e+19	0.07221917226983011	0.018646471478414674
-282	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	4.8649585218855895e+19	0.06813201569805555	0.01759119701253372
-283	XGBoost_grid_1_AutoML_20190416_023844_model_1	room_count	4.8640938659415065e+19	0.06811990649874981	0.017588070504261966
-284	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	1.7236353295342109e+19	0.024138900424588192	0.006232490682746431
-285	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	1.2020703340754108e+19	0.016834567962493066	0.004346564513246239
-286	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_central	9.615185204436009e+18	0.013465725274764261	0.0034767535320666177
-287	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	7.388617533340778e+18	0.010347496355907081	0.0026716492256727863
-288	GBM_grid_1_AutoML_20190416_021340_model_9	supply_area	8.13525733088579e+20	1.0	0.2948675861336144
-289	GBM_grid_1_AutoML_20190416_021340_model_9	city	5.0380333509012514e+20	0.6192838340557687	0.18260672927959434
-290	GBM_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.9525631023384625e+20	0.4858559405776161	0.14326316840679845
-291	GBM_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.681386199412732e+20	0.20667892004218358	0.06094291425754097
-292	GBM_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.6581928372536345e+20	0.2038279515705357	0.06010225606616312
-293	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	1.0646848168685208e+20	0.13087291201304813	0.038590179655564404
-294	GBM_grid_1_AutoML_20190416_021340_model_9	floor	1.031034923207413e+20	0.1267366084774052	0.03737051781649345
-295	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	9.23339870329079e+19	0.11349854500896817	0.03346704199647183
-296	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	8.847224710946095e+19	0.10875162703652036	0.03206732975236187
-297	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	7.707230824253987e+19	0.09473862363263194	0.027935349264175173
-298	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_district	6.657595242937162e+19	0.08183632025580025	0.02413087821188523
-299	GBM_grid_1_AutoML_20190416_021340_model_9	bathroom_count	4.849212195961884e+19	0.05960736088275511	0.01757627861929323
-300	GBM_grid_1_AutoML_20190416_021340_model_9	room_count	4.5236793485215924e+19	0.05560585442512414	0.01639636406923352
-301	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	3.0090981230182924e+19	0.03698835821202786	0.010906667901026108
-302	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	2.3211820760304714e+19	0.028532374350569368	0.008413272351413044
-303	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	1.6706595398940099e+19	0.0205360380371902	0.006055411964774362
-304	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	7.480615870260052e+18	0.009195303314942026	0.0027113968922433777
-305	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_central	7.16405492775125e+18	0.008806181090981184	0.0025966573613531007
-306	GBM_grid_1_AutoML_20190416_023844_model_36	city	6.078804669474946e+20	1.0	0.20518687058964005
-307	GBM_grid_1_AutoML_20190416_023844_model_36	exclusive_use_area	5.4588627183004235e+20	0.8980158131601768	0.18426105444234758
-308	GBM_grid_1_AutoML_20190416_023844_model_36	supply_area	4.485953961080505e+20	0.7379664596901708	0.1514210284639419
-309	GBM_grid_1_AutoML_20190416_023844_model_36	apartment_building_count_in_sites	2.3266860553172576e+20	0.3827538770904813	0.07853607024624759
-310	GBM_grid_1_AutoML_20190416_023844_model_36	total_parking_capacity_in_site	1.974532711954556e+20	0.32482252997366096	0.06664931842230505
-311	GBM_grid_1_AutoML_20190416_023844_model_36	total_household_count_in_sites	1.7478149976038887e+20	0.2875260997249407	0.05899658061540535
-312	GBM_grid_1_AutoML_20190416_023844_model_36	room_count	1.6647951846761038e+20	0.27386884020734614	0.05619429027415955
-313	GBM_grid_1_AutoML_20190416_023844_model_36	floor	1.259514758873219e+20	0.2071977678766258	0.0425142615837635
-314	GBM_grid_1_AutoML_20190416_023844_model_36	total_household_count_of_area_type	9.902068019136718e+19	0.1628949860629755	0.033423912425004976
-315	GBM_grid_1_AutoML_20190416_023844_model_36	bathroom_count	9.399365145652416e+19	0.15462522085718344	0.03172706518191741
-316	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_individual	7.091481003052918e+19	0.11665913594268265	0.023936923029770452
-317	GBM_grid_1_AutoML_20190416_023844_model_36	heat_fuel_gas	5.683809251360139e+19	0.09350208734131073	0.019185400695162745
-318	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_district	5.1227979568409215e+19	0.08427311347188592	0.01729173642814191
-319	GBM_grid_1_AutoML_20190416_023844_model_36	heat_fuel_cogeneration	4.1062519580596896e+19	0.06755031920468609	0.013860438604940803
-320	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_stairway	2.0439666073658196e+19	0.03362448241888263	0.006899302322726897
-321	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_corridor	1.3326938547714785e+19	0.021923617014109276	0.004498438367130871
-322	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_mixed	8.730960152401805e+18	0.014362955592642751	0.002947089910472335
-323	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_central	7.318194913093353e+18	0.012038871638435882	0.0024702183969210314
-324	XGBoost_grid_1_AutoML_20190416_023844_model_3	supply_area	9.84961234247692e+20	1.0	0.24131294766578462
-325	XGBoost_grid_1_AutoML_20190416_023844_model_3	city	8.803025047196942e+20	0.8937433008640836	0.2156718303880602
-326	XGBoost_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	7.835341521075936e+20	0.7954974519439363	0.19196383498921213
-327	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	2.2970036394138167e+20	0.23320751716368365	0.05627599338458756
-328	XGBoost_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	1.983914272928322e+20	0.2014205436667388	0.04860538511266563
-329	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	1.339666165866462e+20	0.1360120702506319	0.03282147359030576
-330	XGBoost_grid_1_AutoML_20190416_023844_model_3	room_count	1.320014022797175e+20	0.13401685029821447	0.03234000118234632
-331	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	1.1929201543285939e+20	0.1211134116602812	0.029226234369602068
-332	XGBoost_grid_1_AutoML_20190416_023844_model_3	floor	1.1252258622343322e+20	0.11424062421032981	0.027567741771373885
-333	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	1.1063449606012325e+20	0.11232370596252478	0.027105164578561724
-334	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	1.0985262894356523e+20	0.11152990099906832	0.02691360916295831
-335	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_district	1.0751140804821621e+20	0.10915293344548005	0.026340016116095998
-336	XGBoost_grid_1_AutoML_20190416_023844_model_3	bathroom_count	1.0501182229409536e+20	0.10661518305774015	0.025727624089590496
-337	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	1.885931821984645e+19	0.019147269520968603	0.00462048404785617
-338	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	1.7553159978699719e+19	0.017821168355023356	0.004300478666598889
-339	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_central	1.3332940781690814e+19	0.013536513233309573	0.0032665359094468343
-340	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	1.2839451375842623e+19	0.013035489042012223	0.0031456322849930047
-341	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	1.1408335837222404e+19	0.011582522682667839	0.002795012689960388
-342	XGBoost_1_AutoML_20190416_020809	supply_area	5.659702854745336e+20	1.0	0.20644000549191793
-343	XGBoost_1_AutoML_20190416_020809	exclusive_use_area	5.2959460573114584e+20	0.9357286403951599	0.1931718256621217
-344	XGBoost_1_AutoML_20190416_020809	city	4.649645733786587e+20	0.8215353090291879	0.16959775370779007
-345	XGBoost_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.8159324697334487e+20	0.3208529699065197	0.0662368888696001
-346	XGBoost_1_AutoML_20190416_020809	room_count	1.513616382059694e+20	0.26743742929730197	0.055209784372879434
-347	XGBoost_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.4792046587819327e+20	0.2613573003292398	0.05395460251532111
-348	XGBoost_1_AutoML_20190416_020809	total_household_count_in_sites	1.3036282209107549e+20	0.23033509962766638	0.04755037923211691
-349	XGBoost_1_AutoML_20190416_020809	bathroom_count	1.059118825125928e+20	0.1871332916776572	0.03863179776165623
-350	XGBoost_1_AutoML_20190416_020809	floor	8.555070397697176e+19	0.1511575893162702	0.031204973568595896
-351	XGBoost_1_AutoML_20190416_020809	total_household_count_of_area_type	8.444933637356808e+19	0.14921160799592537	0.030803245174136736
-352	XGBoost_1_AutoML_20190416_020809	heat_type_individual	6.609682044635893e+19	0.1167849658236749	0.024109088986012894
-353	XGBoost_1_AutoML_20190416_020809	heat_type_district	6.446459543492546e+19	0.11390102464633031	0.02351372815352351
-354	XGBoost_1_AutoML_20190416_020809	heat_fuel_cogeneration	6.215418285538673e+19	0.10981880930952764	0.022670995596974775
-355	XGBoost_1_AutoML_20190416_020809	heat_fuel_gas	5.185038671261414e+19	0.09161326670911807	0.018912643282562876
-356	XGBoost_1_AutoML_20190416_020809	front_door_structure_corridor	1.611667552480107e+19	0.028476186715859404	0.005878624142010896
-357	XGBoost_1_AutoML_20190416_020809	front_door_structure_stairway	1.6102225742988837e+19	0.028450655725658892	0.005873353524253688
-358	XGBoost_1_AutoML_20190416_020809	heat_type_central	8.626768231530496e+18	0.015242440200367491	0.0031466494386740954
-359	XGBoost_1_AutoML_20190416_020809	front_door_structure_mixed	8.481495257710592e+18	0.014985760693424647	0.003093660519851152
-360	XGBoost_grid_1_AutoML_20190416_022142_model_6	supply_area	7.929912891126065e+20	1.0	0.21035628421433644
-361	XGBoost_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	7.88531247737882e+20	0.994375674189668	0.2091731719356642
-362	XGBoost_grid_1_AutoML_20190416_022142_model_6	city	5.6481894726667076e+20	0.7122637474350177	0.14982915529100896
-363	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	2.6786889854892795e+20	0.3377955120398428	0.07105740873698048
-364	XGBoost_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	2.5854076504417868e+20	0.3260322888710387	0.06858294082080685
-365	XGBoost_grid_1_AutoML_20190416_022142_model_6	floor	2.3158276303250627e+20	0.2920369570410514	0.061431809136417374
-366	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	1.9954839500022927e+20	0.25164008450021313	0.05293407313484648
-367	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	1.4368701185972083e+20	0.18119620458947683	0.03811576031118304
-368	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	1.2532486860869888e+20	0.15804066239988981	0.03324484649721322
-369	XGBoost_grid_1_AutoML_20190416_022142_model_6	room_count	1.0816312817241765e+20	0.13639888565920708	0.028692362758246943
-370	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	6.215173314348004e+19	0.07837631257340881	0.016486949883363654
-371	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	5.54792324811121e+19	0.06996196962415047	0.014716939966452567
-372	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_district	5.112545670618887e+19	0.06447164982530967	0.013562016694420016
-373	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	3.0810622585678594e+19	0.03885367091504509	0.008173113841775523
-374	XGBoost_grid_1_AutoML_20190416_022142_model_6	bathroom_count	3.0412322299493482e+19	0.0383513951755085	0.008067456983555597
-375	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	2.4640620727436837e+19	0.031073003027575267	0.00653640145626156
-376	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	2.0111470648860082e+19	0.025361527831365884	0.005334956756604606
-377	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_central	1.3964491464592327e+19	0.017609892638567607	0.0037043515808624786
-378	XGBoost_grid_1_AutoML_20190416_023844_model_12	supply_area	1.0066578884025028e+21	1.0	0.26367081451243374
-379	XGBoost_grid_1_AutoML_20190416_023844_model_12	exclusive_use_area	5.6774407040902e+20	0.5639890939611977	0.14870746378087848
-380	XGBoost_grid_1_AutoML_20190416_023844_model_12	city	5.3737932397766037e+20	0.5338251755325184	0.14075411883990202
-381	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_parking_capacity_in_site	2.9595777905609356e+20	0.2940003574856581	0.07751931372519016
-382	XGBoost_grid_1_AutoML_20190416_023844_model_12	apartment_building_count_in_sites	2.4820672793359575e+20	0.24656512484840587	0.06501202729913909
-383	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_household_count_in_sites	2.4238758463382382e+20	0.2407844685134056	0.0634878369348731
-384	XGBoost_grid_1_AutoML_20190416_023844_model_12	floor	1.841161951505327e+20	0.18289847749836094	0.04822499053507686
-385	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_household_count_of_area_type	1.2692557282078727e+20	0.12608610560059233	0.03324522616240891
-386	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_fuel_cogeneration	1.1574255440388686e+20	0.11497705003589886	0.0303160924332023
-387	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_district	1.1503643924043609e+20	0.11427560501511695	0.03013114185323704
-388	XGBoost_grid_1_AutoML_20190416_023844_model_12	room_count	1.1467631839601387e+20	0.11391786595741811	0.030036816504510677
-389	XGBoost_grid_1_AutoML_20190416_023844_model_12	bathroom_count	7.0603881336333664e+19	0.07013691756628182	0.018493058182092948
-390	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_fuel_gas	6.246643536158209e+19	0.06205329147195384	0.016361641905587525
-391	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_individual	5.2494806079607144e+19	0.052147613091189114	0.013749803618633084
-392	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_corridor	2.7024238791152894e+19	0.026845504418624794	0.007078376016055938
-393	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_mixed	2.3830652292696113e+19	0.023673039835324518	0.006241889695365306
-394	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_central	1.7641542021875237e+19	0.01752486343684363	0.004620795016611728
-395	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_stairway	8.966595939594666e+18	0.008907292182276582	0.0023485929848010996
-396	XGBoost_grid_1_AutoML_20190416_021340_model_6	supply_area	8.496624053923674e+20	1.0	0.26991416288264936
-397	XGBoost_grid_1_AutoML_20190416_021340_model_6	city	6.791921522971393e+20	0.7993670756604723	0.2157604950628478
-398	XGBoost_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	4.782635623407954e+20	0.5628865762513491	0.15193105902676346
-399	XGBoost_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	1.8998429750406624e+20	0.2235997453792639	0.06035273809481756
-400	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	1.716381279579726e+20	0.20200744068311635	0.0545246692480498
-401	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	1.4031793231035472e+20	0.16514551122872975	0.04457511241712976
-402	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	1.2961538288260638e+20	0.15254927375861832	0.041175209524913575
-403	XGBoost_grid_1_AutoML_20190416_021340_model_6	room_count	1.018661459153073e+20	0.11989014138888059	0.03236004715086218
-404	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	9.881732331678676e+19	0.11630186611723006	0.03139152083472211
-405	XGBoost_grid_1_AutoML_20190416_021340_model_6	bathroom_count	9.52312529486558e+19	0.11208128351245429	0.030252325814076993
-406	XGBoost_grid_1_AutoML_20190416_021340_model_6	floor	7.94514754831867e+19	0.09350946326323174	0.02523952849830105
-407	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	5.561480666286339e+19	0.06545518115183749	0.017667280426930384
-408	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	2.562928399094697e+19	0.030164079083988153	0.008141712155080695
-409	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_district	2.1026675540518502e+19	0.024747094148302996	0.006679591200817314
-410	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.6611978025323463e+19	0.019551268739084887	0.005277164335003809
-411	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	6.208950958144094e+18	0.007307550526819943	0.0019724113831692683
-412	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_central	5.818966278399853e+18	0.006848562724995112	0.0018485240748663716
-413	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	2.9478429008697754e+18	0.0034694284249383554	0.0009364478689985049
-414	GBM_1_AutoML_20190416_022142	supply_area	5.5743645676187576e+20	1.0	0.2914371316869079
-415	GBM_1_AutoML_20190416_022142	city	3.632090471291987e+20	0.6515703139315004	0.1898917833845346
-416	GBM_1_AutoML_20190416_022142	exclusive_use_area	2.623163472364731e+20	0.47057623170227764	0.13714338720734554
-417	GBM_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.2595080738425222e+20	0.22594648386633162	0.06584919517274589
-418	GBM_1_AutoML_20190416_022142	apartment_building_count_in_sites	9.353987860969449e+19	0.16780366169996055	0.04890421785239674
-419	GBM_1_AutoML_20190416_022142	total_household_count_in_sites	8.813467065145465e+19	0.15810711621451015	0.04607828444884544
-420	GBM_1_AutoML_20190416_022142	heat_fuel_cogeneration	8.481192012403651e+19	0.15214634618034364	0.04434109472744268
-421	GBM_1_AutoML_20190416_022142	floor	7.837336474973372e+19	0.1405960514405556	0.040974909958340466
-422	GBM_1_AutoML_20190416_022142	bathroom_count	5.52323173538857e+19	0.09908271460163878	0.028876382143254112
-423	GBM_1_AutoML_20190416_022142	total_household_count_of_area_type	4.532207600511274e+19	0.08130447059093823	0.023695141702345594
-424	GBM_1_AutoML_20190416_022142	room_count	3.6848700640773276e+19	0.06610385846456075	0.01926511890434891
-425	GBM_1_AutoML_20190416_022142	heat_type_district	3.179837105551442e+19	0.0570439386764005	0.016624721867974028
-426	GBM_1_AutoML_20190416_022142	heat_type_individual	2.5109555839613534e+19	0.04504469618918335	0.013127697055083784
-427	GBM_1_AutoML_20190416_022142	heat_fuel_gas	2.2947214490987397e+19	0.04116561486539071	0.011997188720497404
-428	GBM_1_AutoML_20190416_022142	front_door_structure_mixed	1.1634678002381488e+19	0.02087175652264803	0.006082804854228053
-429	GBM_1_AutoML_20190416_022142	front_door_structure_corridor	1.1276848540191556e+19	0.020229836788390698	0.005895725608102873
-430	GBM_1_AutoML_20190416_022142	heat_type_central	9.700040014309622e+18	0.01740115827848206	0.005071343656710703
-431	GBM_1_AutoML_20190416_022142	front_door_structure_stairway	9.073677926779585e+18	0.016277510766856167	0.004743871048895321
-432	XGBoost_2_AutoML_20190416_021340	supply_area	6.909529508802965e+20	1.0	0.24992205717555535
-433	XGBoost_2_AutoML_20190416_021340	exclusive_use_area	5.3145146096813395e+20	0.7691572346439038	0.19222935837366578
-434	XGBoost_2_AutoML_20190416_021340	city	4.781603313930868e+20	0.6920302327154041	0.17295361938791212
-435	XGBoost_2_AutoML_20190416_021340	total_parking_capacity_in_site	1.8274062693934773e+20	0.2644762233181438	0.06609844180569208
-436	XGBoost_2_AutoML_20190416_021340	apartment_building_count_in_sites	1.4274723728122813e+20	0.2065947284824003	0.05163257954394678
-437	XGBoost_2_AutoML_20190416_021340	total_household_count_in_sites	1.4101679069706217e+20	0.20409029372752832	0.05100666605794722
-438	XGBoost_2_AutoML_20190416_021340	heat_fuel_cogeneration	1.2670297889076727e+20	0.18337424962053286	0.045829269698187375
-439	XGBoost_2_AutoML_20190416_021340	total_household_count_of_area_type	1.0865258676863841e+20	0.15725034046125932	0.0393003285796344
-440	XGBoost_2_AutoML_20190416_021340	floor	9.716033290544926e+19	0.14061787098769002	0.03514350759289033
-441	XGBoost_2_AutoML_20190416_021340	bathroom_count	5.899033814646129e+19	0.08537533282303185	0.021337178811179833
-442	XGBoost_2_AutoML_20190416_021340	heat_type_individual	5.192176700748936e+19	0.0751451556018964	0.018780431874803157
-443	XGBoost_2_AutoML_20190416_021340	room_count	4.1600004844718916e+19	0.06020671131329443	0.015046985147193326
-444	XGBoost_2_AutoML_20190416_021340	heat_type_district	3.583268372698733e+19	0.05185980272800822	0.012960908582502291
-445	XGBoost_2_AutoML_20190416_021340	heat_fuel_gas	3.082228620502604e+19	0.04460837190977685	0.011148616074943687
-446	XGBoost_2_AutoML_20190416_021340	front_door_structure_stairway	2.6446452027826373e+19	0.03827532973718794	0.00956584914699072
-447	XGBoost_2_AutoML_20190416_021340	front_door_structure_corridor	1.1073138722378613e+19	0.016025893960321138	0.004005224386640767
-448	XGBoost_2_AutoML_20190416_021340	heat_type_central	5.91267325638869e+18	0.008557273326433808	0.002138651353555845
-449	XGBoost_2_AutoML_20190416_021340	front_door_structure_mixed	2.489108782697677e+18	0.0036024287609257204	0.000900326406758943
-450	XGBoost_grid_1_AutoML_20190416_020809_model_7	supply_area	9.41807742618228e+20	1.0	0.261706055558107
-451	XGBoost_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	5.296469952611861e+20	0.5623727341514162	0.14717635000819507
-452	XGBoost_grid_1_AutoML_20190416_020809_model_7	city	4.780888367490023e+20	0.5076289088682941	0.13284955942718704
-453	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.4677679986753352e+20	0.26202460300601627	0.06857342531188343
-454	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	2.361051511145722e+20	0.2506935762262893	0.0656080269879378
-455	XGBoost_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.20178786758888e+20	0.2337831563656404	0.061182467708375904
-456	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.5930357781916287e+20	0.1691466003202506	0.04426668958087643
-457	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	1.5163533743644842e+20	0.1610045559987666	0.042135867277321555
-458	XGBoost_grid_1_AutoML_20190416_020809_model_7	floor	1.2080029909556344e+20	0.12826428752829988	0.03356754075800226
-459	XGBoost_grid_1_AutoML_20190416_020809_model_7	room_count	1.1147547292179051e+20	0.11836330057330853	0.030976392515879202
-460	XGBoost_grid_1_AutoML_20190416_020809_model_7	bathroom_count	1.0406494926853374e+20	0.11049489673893836	0.028917183584847902
-461	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	8.451373257058366e+19	0.08973565277307581	0.02348436373017358
-462	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	7.565109710466266e+19	0.08032541428715845	0.021021647334163052
-463	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_district	5.414464526731759e+19	0.05749012544406923	0.015045513963508122
-464	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	3.4288045811822494e+19	0.03640662978253039	0.009527835476550332
-465	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	2.972857560059819e+19	0.03156543979767322	0.00826086674140595
-466	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_central	1.4413953126329483e+19	0.015304560022259592	0.004005296035477853
-467	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	6.099541304843174e+18	0.006476418730521829	0.001694918000107511
-468	GBM_1_AutoML_20190416_023643	supply_area	4.390195470316098e+20	1.0	0.22806392448092153
-469	GBM_1_AutoML_20190416_023643	city	3.5548234791225865e+20	0.8097187250905337	0.18466763016983553
-470	GBM_1_AutoML_20190416_023643	exclusive_use_area	3.518585686933415e+20	0.8014644702551419	0.18278513241841046
-471	GBM_1_AutoML_20190416_023643	total_parking_capacity_in_site	1.2776218682031551e+20	0.29101708041058255	0.06637049744941736
-472	GBM_1_AutoML_20190416_023643	apartment_building_count_in_sites	1.238697661244071e+20	0.2821509132382398	0.06434844456898897
-473	GBM_1_AutoML_20190416_023643	heat_fuel_gas	8.738425836354404e+19	0.19904411763527308	0.04539478261274258
-474	GBM_1_AutoML_20190416_023643	floor	8.42870748455874e+19	0.19198934401779305	0.04378584325521562
-475	GBM_1_AutoML_20190416_023643	total_household_count_in_sites	7.707947705835297e+19	0.17557185683306986	0.04004160669775241
-476	GBM_1_AutoML_20190416_023643	bathroom_count	5.888430124507857e+19	0.1341268324912167	0.030589491796142065
-477	GBM_1_AutoML_20190416_023643	total_household_count_of_area_type	4.526926866065392e+19	0.10311447170573133	0.02351669108798603
-478	GBM_1_AutoML_20190416_023643	heat_type_district	4.095960089419055e+19	0.09329789794357704	0.021277884750832678
-479	GBM_1_AutoML_20190416_023643	room_count	4.003777034546315e+19	0.09119814964088695	0.020799007912499022
-480	GBM_1_AutoML_20190416_023643	heat_type_individual	2.8318291409277813e+19	0.06450348646375618	0.014710918265626234
-481	GBM_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.7748808177257808e+19	0.040428286843409905	0.009220233757548471
-482	GBM_1_AutoML_20190416_023643	front_door_structure_stairway	1.7510571495309443e+19	0.039885630636962655	0.009096473453462182
-483	GBM_1_AutoML_20190416_023643	front_door_structure_mixed	1.5621941471790236e+19	0.035583703681115235	0.008115359109081354
-484	GBM_1_AutoML_20190416_023643	heat_type_central	7.709191143535149e+18	0.017560017989313084	0.004004806616598322
-485	GBM_1_AutoML_20190416_023643	front_door_structure_corridor	6.181648435158974e+18	0.014080576769202238	0.0032112715969391573
-486	XGBoost_grid_1_AutoML_20190416_021340_model_8	supply_area	6.891118934263763e+20	1.0	0.27033462218253407
-487	XGBoost_grid_1_AutoML_20190416_021340_model_8	city	5.807302351189149e+20	0.8427226995480078	0.22781712258695588
-488	XGBoost_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	4.516783915279623e+20	0.6554500014245059	0.17719082849463524
-489	XGBoost_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	1.5158984404333756e+20	0.21997856297271004	0.05946782170948435
-490	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	1.3916457979718979e+20	0.20194772594221366	0.05459346219321027
-491	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	1.1178071494184718e+20	0.16220981818504873	0.043850929913352696
-492	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	8.952164739528943e+19	0.1299087249099319	0.035118826066741195
-493	XGBoost_grid_1_AutoML_20190416_021340_model_8	floor	7.793813406699487e+19	0.1130993889533292	0.03057468058177372
-494	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	6.9611774402405335e+19	0.10101664920668295	0.027308297697434217
-495	XGBoost_grid_1_AutoML_20190416_021340_model_8	bathroom_count	5.5822944214001385e+19	0.08100708280688734	0.02189901912470914
-496	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	4.330740566516669e+19	0.06284524484091435	0.01698924552003743
-497	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_district	4.082442693467177e+19	0.0592420872779979	0.01601518728160227
-498	XGBoost_grid_1_AutoML_20190416_021340_model_8	room_count	1.88087582771548e+19	0.02729420063211302	0.007378567415656556
-499	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	1.376505984652306e+19	0.019975072231130632	0.005399953604671527
-500	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	7.02388698641911e+18	0.010192665448705583	0.002755430363108793
-501	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.567980706101199e+18	0.006628793886270714	0.0017919924907708851
-502	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_central	3.8593806463716557e+18	0.005600513767339275	0.0015140127733217436
-503	XGBoost_grid_1_AutoML_20190416_022142_model_1	city	7.039090329520555e+20	1.0	0.20077745579967754
-504	XGBoost_grid_1_AutoML_20190416_022142_model_1	supply_area	6.958222568711583e+20	0.9885116176915889	0.19847084762854073
-505	XGBoost_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	6.745848995095951e+20	0.9583410184133017	0.1924132714654946
-506	XGBoost_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	2.036990250068046e+20	0.2893825984197576	0.05810150186341872
-507	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	1.9322805032005193e+20	0.2745071327039115	0.055114843703155815
-508	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	1.7773519261287422e+20	0.25249738857233855	0.05069578327361671
-509	XGBoost_grid_1_AutoML_20190416_022142_model_1	room_count	1.757504773677153e+20	0.24967782645245012	0.050129678764716364
-510	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_district	1.2338018438288402e+20	0.17527859227129378	0.035191989812379386
-511	XGBoost_grid_1_AutoML_20190416_022142_model_1	floor	1.1982992290944647e+20	0.1702349555125091	0.03417934125597287
-512	XGBoost_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.0450265165341183e+20	0.1484604498043566	0.029807511398594454
-513	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	9.613865790482678e+19	0.13657824151174794	0.027421831848322656
-514	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	6.520883726358099e+19	0.09263815949357547	0.018599653973084825
-515	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	5.638191393533015e+19	0.08009829579665363	0.01608193204394212
-516	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	3.242967544781131e+19	0.04607083291971358	0.009249984620192123
-517	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	3.046365629837109e+19	0.04327783118595954	0.008689212838044897
-518	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	1.9028335147268178e+19	0.02703237812912714	0.005427492104980993
-519	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_central	1.781387287734308e+19	0.025307066742182888	0.005081088474248114
-520	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	1.601004598665098e+19	0.022744481512771628	0.004566579131617088
-521	GBM_grid_1_AutoML_20190416_022142_model_19	supply_area	5.651336011062612e+20	1.0	0.26566206432280287
-522	GBM_grid_1_AutoML_20190416_022142_model_19	city	2.964809003003103e+20	0.5246209033048868	0.1393718721588698
-523	GBM_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.9075316399513744e+20	0.33753640488149	0.08967061810491403
-524	GBM_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	1.666038600385723e+20	0.29480437849110663	0.0783183397613483
-525	GBM_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	1.635382984750305e+20	0.28937988849875634	0.07687725855208213
-526	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	1.579901979856449e+20	0.2795625630406256	0.07426916760474632
-527	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	1.3877055881025998e+20	0.24555354439837523	0.06523426150665339
-528	GBM_grid_1_AutoML_20190416_022142_model_19	room_count	1.0869348860119168e+20	0.19233237660691532	0.05109541620550388
-529	GBM_grid_1_AutoML_20190416_022142_model_19	floor	8.141844900871982e+19	0.1440693826191567	0.03827376959231691
-530	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	6.329741986157612e+19	0.11200434682643194	0.02975530599103709
-531	GBM_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.9007422397120774e+19	0.06902336424654791	0.018336889432242664
-532	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	3.6764453860829823e+19	0.06505444692876625	0.017282498664474264
-533	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	3.238772248214189e+19	0.05730985101353419	0.01522505332628777
-534	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_district	2.576568060739584e+19	0.045592193698904056	0.012112116295055939
-535	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	2.5127526257657905e+19	0.044462983989043005	0.011812128112480896
-536	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	1.819712524739045e+19	0.03219968731600667	0.008554235402919103
-537	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.0002971960436326e+19	0.017700189726562524	0.0047022689416638674
-538	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	7.33212077761495e+18	0.012974137023992497	0.003446736024600753
-539	XGBoost_2_AutoML_20190416_015849	supply_area	8.073467240310825e+20	1.0	0.29477427704454456
-540	XGBoost_2_AutoML_20190416_015849	city	4.3536174452488274e+20	0.5392500292205576	0.1589570375097394
-541	XGBoost_2_AutoML_20190416_015849	exclusive_use_area	4.014123790807408e+20	0.49719948955324755	0.1465616200799751
-542	XGBoost_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.69564026815522e+20	0.2100262771475541	0.06191034400652741
-543	XGBoost_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.685651952684782e+20	0.20878909921976535	0.061545655777288016
-544	XGBoost_2_AutoML_20190416_015849	total_household_count_in_sites	1.3611887981169213e+20	0.16860027514826656	0.049699024216341564
-545	XGBoost_2_AutoML_20190416_015849	heat_fuel_cogeneration	1.2339958856409101e+20	0.1528458404438143	0.045055022116091165
-546	XGBoost_2_AutoML_20190416_015849	floor	9.686937574046066e+19	0.11998485019768437	0.03536844747332039
-547	XGBoost_2_AutoML_20190416_015849	total_household_count_of_area_type	9.132508395935367e+19	0.11311755066443757	0.033344144218159226
-548	XGBoost_2_AutoML_20190416_015849	bathroom_count	8.644275095472597e+19	0.10707016995513065	0.03156153194156015
-549	XGBoost_2_AutoML_20190416_015849	heat_type_individual	7.938234698812516e+19	0.09832497565825135	0.028983673615083482
-550	XGBoost_2_AutoML_20190416_015849	heat_fuel_gas	5.523275715853681e+19	0.06841268505154716	0.020166299776745934
-551	XGBoost_2_AutoML_20190416_015849	heat_type_district	2.6466043126010085e+19	0.032781508041384154	0.009663145333328937
-552	XGBoost_2_AutoML_20190416_015849	room_count	2.465033821120312e+19	0.0305325301725682	0.009000204507959535
-553	XGBoost_2_AutoML_20190416_015849	front_door_structure_stairway	1.7538176933748015e+19	0.021723227966021698	0.006403448818757878
-554	XGBoost_2_AutoML_20190416_015849	front_door_structure_corridor	1.0135457614025196e+19	0.012554033245368051	0.0037006060738965446
-555	XGBoost_2_AutoML_20190416_015849	heat_type_central	5.893668747658396e+18	0.007300046649389131	0.002151865973465131
-556	XGBoost_2_AutoML_20190416_015849	front_door_structure_mixed	3.1596948771643064e+18	0.00391367770886336	0.0011536515172155465
-557	XGBoost_2_AutoML_20190416_023844	supply_area	7.104745775213199e+20	1.0	0.26415482539402296
-558	XGBoost_2_AutoML_20190416_023844	exclusive_use_area	4.794110302677285e+20	0.674775770218664	0.17824527576222854
-559	XGBoost_2_AutoML_20190416_023844	city	4.671121570822168e+20	0.6574649844782092	0.17367254817752537
-560	XGBoost_2_AutoML_20190416_023844	total_parking_capacity_in_site	1.6745706346954044e+20	0.23569747429071858	0.062260625167076984
-561	XGBoost_2_AutoML_20190416_023844	apartment_building_count_in_sites	1.6488556085887002e+20	0.23207805891396888	0.06130453913020322
-562	XGBoost_2_AutoML_20190416_023844	total_household_count_in_sites	1.3478111720831661e+20	0.1897057565079056	0.05011169098658684
-563	XGBoost_2_AutoML_20190416_023844	heat_fuel_cogeneration	1.334895077050286e+20	0.1878878033479289	0.049631469887038676
-564	XGBoost_2_AutoML_20190416_023844	floor	9.203976651740807e+19	0.12954688236490228	0.03422043409144079
-565	XGBoost_2_AutoML_20190416_023844	total_household_count_of_area_type	8.411285063109653e+19	0.11838966979585203	0.03127320255337933
-566	XGBoost_2_AutoML_20190416_023844	bathroom_count	7.665924371421698e+19	0.10789864428599713	0.028501947541619364
-567	XGBoost_2_AutoML_20190416_023844	room_count	4.028551670348015e+19	0.05670226349833223	0.014978176513847833
-568	XGBoost_2_AutoML_20190416_023844	heat_type_district	3.6789727235105882e+19	0.051781905220953384	0.013678440132210787
-569	XGBoost_2_AutoML_20190416_023844	heat_fuel_gas	3.641294878952286e+19	0.051251585829515736	0.013538353705962512
-570	XGBoost_2_AutoML_20190416_023844	heat_type_individual	3.1128803658570924e+19	0.043814099256263415	0.011573705738834653
-571	XGBoost_2_AutoML_20190416_023844	front_door_structure_stairway	1.670578835740531e+19	0.023513562463681546	0.006211220986985251
-572	XGBoost_2_AutoML_20190416_023844	front_door_structure_corridor	8.777727329733444e+18	0.012354738096832244	0.003263563684757605
-573	XGBoost_2_AutoML_20190416_023844	front_door_structure_mixed	5.142121213992108e+18	0.007237586504406351	0.0019118433993455964
-574	XGBoost_2_AutoML_20190416_023844	heat_type_central	3.9487225631982223e+18	0.005557866091386964	0.0014681371469336842
-575	XGBoost_2_AutoML_20190416_022142	exclusive_use_area	6.126620231143669e+20	1.0	0.2205661368815176
-576	XGBoost_2_AutoML_20190416_022142	supply_area	6.00999529666826e+20	0.9809642298566891	0.21636749059844296
-577	XGBoost_2_AutoML_20190416_022142	city	4.693090340910714e+20	0.7660161987932855	0.16895723375649963
-578	XGBoost_2_AutoML_20190416_022142	total_parking_capacity_in_site	1.906948810827723e+20	0.3112562455126664	0.06865258765297402
-579	XGBoost_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.7237249617221072e+20	0.28135005870934093	0.062056295560907505
-580	XGBoost_2_AutoML_20190416_022142	total_household_count_in_sites	1.1692380812411824e+20	0.19084552936667307	0.04209406115351529
-581	XGBoost_2_AutoML_20190416_022142	total_household_count_of_area_type	1.1054284956692487e+20	0.18043039293507768	0.03979683474570435
-582	XGBoost_2_AutoML_20190416_022142	floor	9.741220023304716e+19	0.1589982674915416	0.035069633631463516
-583	XGBoost_2_AutoML_20190416_022142	room_count	8.486847020607629e+19	0.13852412423845262	0.03055373094817089
-584	XGBoost_2_AutoML_20190416_022142	heat_fuel_gas	6.697488603425433e+19	0.1093178351316742	0.024111812587244024
-585	XGBoost_2_AutoML_20190416_022142	heat_fuel_cogeneration	6.515805741856378e+19	0.10635236877804745	0.023457731129572452
-586	XGBoost_2_AutoML_20190416_022142	bathroom_count	5.100690296443555e+19	0.08325455314685629	0.018363135165399082
-587	XGBoost_2_AutoML_20190416_022142	heat_type_district	4.7125921587502514e+19	0.07691993270277407	0.016965932405437187
-588	XGBoost_2_AutoML_20190416_022142	heat_type_individual	4.491416158925436e+19	0.07330985093696617	0.016169670616526532
-589	XGBoost_2_AutoML_20190416_022142	front_door_structure_stairway	2.2488594996902494e+19	0.036706363620492434	0.008096180822740292
-590	XGBoost_2_AutoML_20190416_022142	front_door_structure_corridor	1.380440806914628e+19	0.022531848798092356	0.004969762846193697
-591	XGBoost_2_AutoML_20190416_022142	heat_type_central	6.477685343867896e+18	0.010573015952481672	0.0023320492838255413
-592	XGBoost_2_AutoML_20190416_022142	front_door_structure_mixed	3.9435276456348877e+18	0.00643670979570206	0.0014197202138654258
-593	GBM_grid_1_AutoML_20190416_022142_model_22	supply_area	6.650399423118484e+20	1.0	0.3203301669042589
-594	GBM_grid_1_AutoML_20190416_022142_model_22	city	3.9383070984555096e+20	0.5921910622037151	0.18969666179492645
-595	GBM_grid_1_AutoML_20190416_022142_model_22	exclusive_use_area	2.849441382064288e+20	0.428461690911211	0.1372492049616692
-596	GBM_grid_1_AutoML_20190416_022142_model_22	apartment_building_count_in_sites	1.2268698188398985e+20	0.18448062150597844	0.05909470827761149
-597	GBM_grid_1_AutoML_20190416_022142_model_22	total_parking_capacity_in_site	1.1706688537321747e+20	0.17602985614106595	0.05638767319780034
-598	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_in_sites	7.646634539423996e+19	0.11498007943466289	0.03683158803597051
-599	GBM_grid_1_AutoML_20190416_022142_model_22	floor	7.42405996080865e+19	0.11163329431012405	0.03575951179843429
-600	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_of_area_type	6.525620422450558e+19	0.09812373674528235	0.03143199296888586
-601	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_district	6.0533674239858835e+19	0.09102261441535127	0.029157289267731475
-602	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_cogeneration	5.6900465609221865e+19	0.08555947092654516	0.0274072796021403
-603	GBM_grid_1_AutoML_20190416_022142_model_22	bathroom_count	4.163863288722594e+19	0.06261072491748305	0.02005610396281399
-604	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_gas	3.657458139685244e+19	0.05499606725832116	0.017616899403935866
-605	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_individual	3.161293622046674e+19	0.04753539480737369	0.015227020952505858
-606	GBM_grid_1_AutoML_20190416_022142_model_22	room_count	1.6876808595012846e+19	0.025377135298587865	0.008129061985748611
-607	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_corridor	1.433670693692008e+19	0.021557662968455744	0.006905569776751191
-608	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_stairway	1.2200488885058273e+19	0.01834549793001344	0.005876616413862942
-609	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_central	3.632723196253307e+18	0.005462413556131734	0.0017497758461357646
-610	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_mixed	2.2689259442384404e+18	0.003411713793236351	0.0010928748488169627
-611	XGBoost_1_AutoML_20190416_023844	supply_area	7.461547677816277e+20	1.0	0.2714688825690102
-612	XGBoost_1_AutoML_20190416_023844	exclusive_use_area	4.737276634598474e+20	0.6348919606427955	0.17235341110774768
-613	XGBoost_1_AutoML_20190416_023844	city	3.7797916505711365e+20	0.50656938932505	0.13751782606373722
-614	XGBoost_1_AutoML_20190416_023844	apartment_building_count_in_sites	1.8937710320274322e+20	0.2538040516256099	0.0688999022862917
-615	XGBoost_1_AutoML_20190416_023844	total_parking_capacity_in_site	1.698735965133456e+20	0.22766536360598771	0.06180406185778489
-616	XGBoost_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.6245785677692666e+20	0.21772675561656687	0.05910603905260538
-617	XGBoost_1_AutoML_20190416_023844	total_household_count_in_sites	1.495669361622762e+20	0.20045028541055843	0.05441601499104346
-618	XGBoost_1_AutoML_20190416_023844	total_household_count_of_area_type	1.0609785830736134e+20	0.14219283034644137	0.038600928763473284
-619	XGBoost_1_AutoML_20190416_023844	floor	9.06371503201798e+19	0.1214723194621548	0.032975954827456994
-620	XGBoost_1_AutoML_20190416_023844	heat_type_individual	6.467977425852773e+19	0.08668412647261559	0.02353204294999171
-621	XGBoost_1_AutoML_20190416_023844	bathroom_count	5.895689100274434e+19	0.07901429240749537	0.021449921666843796
-622	XGBoost_1_AutoML_20190416_023844	room_count	4.859895930546658e+19	0.06513254542345794	0.017681459324981427
-623	XGBoost_1_AutoML_20190416_023844	heat_type_district	4.101854351353237e+19	0.05497323783842255	0.014923523447197
-624	XGBoost_1_AutoML_20190416_023844	front_door_structure_corridor	1.9413397313454866e+19	0.02601792302577159	0.007063056490572735
-625	XGBoost_1_AutoML_20190416_023844	front_door_structure_stairway	1.599893762067556e+19	0.02144184867737502	0.005820794700660806
-626	XGBoost_1_AutoML_20190416_023844	heat_fuel_gas	1.5301500902502826e+19	0.020507140828162632	0.005567050605306637
-627	XGBoost_1_AutoML_20190416_023844	heat_type_central	1.0591622998156902e+19	0.014194941124140461	0.0038534848051033003
-628	XGBoost_1_AutoML_20190416_023844	front_door_structure_mixed	8.151320162226668e+18	0.0109244362084037	0.002965644490191787
-629	GBM_1_AutoML_20190416_023844	supply_area	5.924990557389083e+20	1.0	0.3076371908162887
-630	GBM_1_AutoML_20190416_023844	city	3.554175734832431e+20	0.5998618395096009	0.18453981118462504
-631	GBM_1_AutoML_20190416_023844	exclusive_use_area	2.4032229717658147e+20	0.4056078990317958	0.12478007463103852
-632	GBM_1_AutoML_20190416_023844	total_parking_capacity_in_site	1.2974027860742871e+20	0.21897128333078777	0.06736371047332118
-633	GBM_1_AutoML_20190416_023844	apartment_building_count_in_sites	1.0622005363162585e+20	0.17927463782901448	0.05515154596632558
-634	GBM_1_AutoML_20190416_023844	heat_fuel_gas	9.613535057385043e+19	0.16225401482532253	0.049915369319526684
-635	GBM_1_AutoML_20190416_023844	total_household_count_in_sites	7.640059459889896e+19	0.12894635672223886	0.03966869494802463
-636	GBM_1_AutoML_20190416_023844	floor	7.331539135963857e+19	0.12373925434903285	0.038066796601638704
-637	GBM_1_AutoML_20190416_023844	room_count	6.249225629264878e+19	0.10547233060939548	0.032447211497521285
-638	GBM_1_AutoML_20190416_023844	total_household_count_of_area_type	4.684853239600067e+19	0.07906937900107816	0.02432468163548013
-639	GBM_1_AutoML_20190416_023844	heat_type_district	4.674927728233808e+19	0.07890185955492678	0.024273146423659023
-640	GBM_1_AutoML_20190416_023844	bathroom_count	2.991122427318108e+19	0.0504831593965642	0.015530497340289938
-641	GBM_1_AutoML_20190416_023844	heat_type_individual	1.8237211242315907e+19	0.030780152416567477	0.009469119622330019
-642	GBM_1_AutoML_20190416_023844	front_door_structure_stairway	1.7552876304699752e+19	0.029625154900558413	0.009113799431105199
-643	GBM_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.2321314217834578e+19	0.020795500175892448	0.006397469255731191
-644	GBM_1_AutoML_20190416_023844	front_door_structure_mixed	8.211661910114828e+18	0.013859367083503663	0.004263656756060807
-645	GBM_1_AutoML_20190416_023844	heat_type_central	7.787388410502578e+18	0.013143292525235994	0.004043365590540326
-646	GBM_1_AutoML_20190416_023844	front_door_structure_corridor	5.804591813134123e+18	0.009796795044500433	0.0030138585064930514
-647	XGBoost_grid_1_AutoML_20190416_023844_model_11	supply_area	7.98263667270118e+20	1.0	0.28655896198163794
-648	XGBoost_grid_1_AutoML_20190416_023844_model_11	city	3.659701055444977e+20	0.45845767576524316	0.1313751556798024
-649	XGBoost_grid_1_AutoML_20190416_023844_model_11	exclusive_use_area	3.6146822995135955e+20	0.45281809102937065	0.12975908213188328
-650	XGBoost_grid_1_AutoML_20190416_023844_model_11	apartment_building_count_in_sites	2.1641400616882484e+20	0.27110592031441444	0.07768783111237525
-651	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_household_count_in_sites	1.758872390220246e+20	0.22033727229941372	0.0631396200359855
-652	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_parking_capacity_in_site	1.7346627274733624e+20	0.21730448203981503	0.06227054680728687
-653	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_household_count_of_area_type	1.1800909646947733e+20	0.1478322280068713	0.04236264980508186
-654	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_fuel_cogeneration	1.015469884760895e+20	0.12720983384269177	0.03645311793981839
-655	XGBoost_grid_1_AutoML_20190416_023844_model_11	floor	9.62649785967187e+19	0.1205929601254724	0.034556993475848424
-656	XGBoost_grid_1_AutoML_20190416_023844_model_11	bathroom_count	8.428593135349452e+19	0.10558658098737404	0.030256781046932052
-657	XGBoost_grid_1_AutoML_20190416_023844_model_11	room_count	7.59295550214667e+19	0.09511839024457755	0.0272570271738505
-658	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_fuel_gas	6.400628820214284e+19	0.08018188829892502	0.02297683868066759
-659	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_individual	5.855475562000155e+19	0.0733526502843924	0.021019859324097584
-660	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_district	4.801808731251252e+19	0.060153166530456735	0.017237428960876287
-661	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_stairway	2.614108246442089e+19	0.03274742862069309	0.009384069153113593
-662	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_corridor	1.1792240217665044e+19	0.01477236244258974	0.004233152847565049
-663	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_central	6.274713298357191e+18	0.007860452073204455	0.0022524829868038826
-664	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_mixed	3.394083818171269e+18	0.0042518330187546576	0.0012184008563735885
-665	XGBoost_2_AutoML_20190416_023643	supply_area	6.794895306100341e+20	1.0	0.2509505893636111
-666	XGBoost_2_AutoML_20190416_023643	exclusive_use_area	5.687591747281549e+20	0.8370389080425309	0.2100554072935466
-667	XGBoost_2_AutoML_20190416_023643	city	4.2220317639175255e+20	0.6213534681140793	0.15592901902635192
-668	XGBoost_2_AutoML_20190416_023643	total_household_count_in_sites	1.6686624749342478e+20	0.24557589186637666	0.06162741479736165
-669	XGBoost_2_AutoML_20190416_023643	total_parking_capacity_in_site	1.539730926711467e+20	0.22660112589654216	0.056865686094195095
-670	XGBoost_2_AutoML_20190416_023643	apartment_building_count_in_sites	1.527419738995724e+20	0.22478929699246913	0.05641100656289194
-671	XGBoost_2_AutoML_20190416_023643	heat_fuel_cogeneration	1.1068573330197761e+20	0.1628954212180515	0.0408787019593037
-672	XGBoost_2_AutoML_20190416_023643	total_household_count_of_area_type	9.31279223890924e+19	0.13705571343458925	0.034394212062060364
-673	XGBoost_2_AutoML_20190416_023643	floor	8.832022423375813e+19	0.12998025761260182	0.03261862225351642
-674	XGBoost_2_AutoML_20190416_023643	heat_fuel_gas	6.420027283960811e+19	0.09448309348043993	0.02371058799381356
-675	XGBoost_2_AutoML_20190416_023643	heat_type_individual	5.5992528489423045e+19	0.08240381340261992	0.020679285539196502
-676	XGBoost_2_AutoML_20190416_023643	bathroom_count	5.031840197726175e+19	0.07405324101474639	0.018583704476936143
-677	XGBoost_2_AutoML_20190416_023643	heat_type_district	4.423866562561389e+19	0.06510573545687624	0.016338322683854444
-678	XGBoost_2_AutoML_20190416_023643	room_count	2.1285755664394617e+19	0.031326098056705345	0.007861302769792479
-679	XGBoost_2_AutoML_20190416_023643	front_door_structure_stairway	1.8744988801767047e+19	0.027586869197142913	0.006922941083719863
-680	XGBoost_2_AutoML_20190416_023643	front_door_structure_corridor	8.108406773150384e+18	0.01193308565898108	0.0029946148790477574
-681	XGBoost_2_AutoML_20190416_023643	heat_type_central	6.243999540546896e+18	0.009189250546570068	0.0023060478404716444
-682	XGBoost_2_AutoML_20190416_023643	front_door_structure_mixed	2.362525857282523e+18	0.00347691281595095	0.0008725333203287836
-683	GBM_grid_1_AutoML_20190416_023844_model_57	supply_area	9.647043245987563e+20	1.0	0.22944366479783987
-684	GBM_grid_1_AutoML_20190416_023844_model_57	city	7.417932426487519e+20	0.7689332614501149	0.1764268654920699
-685	GBM_grid_1_AutoML_20190416_023844_model_57	exclusive_use_area	7.154219928182189e+20	0.7415971656556843	0.17015477149173094
-686	GBM_grid_1_AutoML_20190416_023844_model_57	apartment_building_count_in_sites	2.7801978341060248e+20	0.288191704257403	0.06612376078915377
-687	GBM_grid_1_AutoML_20190416_023844_model_57	total_parking_capacity_in_site	2.5511354331993578e+20	0.26444739265167455	0.060675778916233554
-688	GBM_grid_1_AutoML_20190416_023844_model_57	total_household_count_in_sites	1.8238436757976226e+20	0.1890572716729764	0.04337799326932854
-689	GBM_grid_1_AutoML_20190416_023844_model_57	bathroom_count	1.6860002779684615e+20	0.17476860370349326	0.04009954892533082
-690	GBM_grid_1_AutoML_20190416_023844_model_57	heat_fuel_gas	1.5288549095332276e+20	0.1584791184769608	0.036362029737284945
-691	GBM_grid_1_AutoML_20190416_023844_model_57	floor	1.4055652633358211e+20	0.14569907353949405	0.03342972939055149
-692	GBM_grid_1_AutoML_20190416_023844_model_57	total_household_count_of_area_type	1.2863981700160632e+20	0.13334636709036285	0.03059547915269092
-693	GBM_grid_1_AutoML_20190416_023844_model_57	room_count	1.2553565818188307e+20	0.13012863628873683	0.029857191205232954
-694	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_district	1.090536886104511e+20	0.11304364024262993	0.025937147099357585
-695	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_individual	8.23762731700941e+19	0.08539017714506086	0.019592235181899512
-696	GBM_grid_1_AutoML_20190416_023844_model_57	heat_fuel_cogeneration	7.89923458157065e+19	0.08188244190629218	0.0187874075535759
-697	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_stairway	3.915452825682418e+19	0.04058707653571418	0.009312447583784677
-698	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_corridor	2.7557517323787043e+19	0.028565765303528494	0.0065542338789965566
-699	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_central	9.073929714942345e+18	0.009405917941454664	0.0021581282832751117
-700	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_mixed	4.673709469350232e+18	0.004844706663146908	0.0011115872516629405
-701	GBM_1_AutoML_20190416_021340	supply_area	4.6325499992323444e+20	1.0	0.24196870679539226
-702	GBM_1_AutoML_20190416_021340	city	3.179318268004527e+20	0.6862998280712284	0.16606308187229515
-703	GBM_1_AutoML_20190416_021340	exclusive_use_area	2.9590672653219267e+20	0.6387556023814683	0.15455886706655567
-704	GBM_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.5552764378314755e+20	0.3357279334468487	0.08123565389122349
-705	GBM_1_AutoML_20190416_021340	total_household_count_in_sites	1.1154557778317751e+20	0.24078655988961076	0.05826281251020038
-706	GBM_1_AutoML_20190416_021340	total_parking_capacity_in_site	8.885751598383366e+19	0.1918112400266768	0.046412317698075564
-707	GBM_1_AutoML_20190416_021340	floor	8.69748969903835e+19	0.1877473465041846	0.045428982637883954
-708	GBM_1_AutoML_20190416_021340	room_count	6.7733122446908195e+19	0.14621131441243415	0.03537856266723119
-709	GBM_1_AutoML_20190416_021340	bathroom_count	5.565279259057979e+19	0.1201342513298334	0.029068729436112415
-710	GBM_1_AutoML_20190416_021340	heat_fuel_gas	5.484702209123392e+19	0.11839488424371582	0.028647857031642077
-711	GBM_1_AutoML_20190416_021340	total_household_count_of_area_type	5.001941397934388e+19	0.10797382432490216	0.026126286639649443
-712	GBM_1_AutoML_20190416_021340	heat_fuel_cogeneration	4.792292678015176e+19	0.10344826669564931	0.02503124331257111
-713	GBM_1_AutoML_20190416_021340	heat_type_individual	3.776785937624518e+19	0.08152714894065613	0.019727018797885895
-714	GBM_1_AutoML_20190416_021340	heat_type_district	3.6573462094015365e+19	0.07894887718443605	0.019103157715266238
-715	GBM_1_AutoML_20190416_021340	heat_type_central	1.493213426480264e+19	0.03223307739209945	0.007799396052602098
-716	GBM_1_AutoML_20190416_021340	front_door_structure_stairway	1.2930086318343455e+19	0.027911379953775108	0.006753680512289798
-717	GBM_1_AutoML_20190416_021340	front_door_structure_mixed	8.853048824038425e+18	0.01911053054042688	0.0046241503610409415
-718	GBM_1_AutoML_20190416_021340	front_door_structure_corridor	7.293371239073055e+18	0.015743750721053485	0.003809495002082336
-719	XGBoost_grid_1_AutoML_20190416_023844_model_9	supply_area	9.94349832095876e+20	1.0	0.24509160156486368
-720	XGBoost_grid_1_AutoML_20190416_023844_model_9	city	7.659812318224287e+20	0.7703337468342552	0.18880233175106984
-721	XGBoost_grid_1_AutoML_20190416_023844_model_9	exclusive_use_area	7.025293833537082e+20	0.7065213475954706	0.17316244862193964
-722	XGBoost_grid_1_AutoML_20190416_023844_model_9	apartment_building_count_in_sites	2.6764090381779232e+20	0.2691617126878402	0.06596927524260444
-723	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_parking_capacity_in_site	2.4573856182375023e+20	0.2471349155918155	0.06057069226499546
-724	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_household_count_in_sites	1.8158420458971804e+20	0.1826160157406348	0.044757651769266535
-725	XGBoost_grid_1_AutoML_20190416_023844_model_9	bathroom_count	1.3797606930021509e+20	0.13876008709066823	0.034008931978331845
-726	XGBoost_grid_1_AutoML_20190416_023844_model_9	floor	1.25669904153588e+20	0.1263839949454236	0.03097565573333951
-727	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_fuel_cogeneration	1.2544343994263824e+20	0.1261562439028429	0.030919835865555342
-728	XGBoost_grid_1_AutoML_20190416_023844_model_9	room_count	9.639165992842455e+19	0.09693938372298169	0.023759028811376464
-729	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_fuel_gas	9.18074001280404e+19	0.09232907490367863	0.022629080839144857
-730	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_district	8.586015932558606e+19	0.08634804025119738	0.021163179477153283
-731	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_individual	8.487524319770339e+19	0.08535752756029998	0.02092041313537091
-732	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_household_count_of_area_type	6.220351574310178e+19	0.06255697314494449	0.015332188737144613
-733	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_stairway	4.505863741714412e+19	0.04531467292770613	0.011106245762239465
-734	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_mixed	1.6389524832791822e+19	0.016482654598780615	0.004039760213655606
-735	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_corridor	1.4450418429464674e+19	0.014532529662127357	0.003561800969679681
-736	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_central	1.310378606578788e+19	0.013178245364780634	0.003229877262268827
-737	XGBoost_grid_1_AutoML_20190416_023844_model_4	supply_area	6.946729945412487e+20	1.0	0.2506403085918495
-738	XGBoost_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	5.1384228087199905e+20	0.7396894436803788	0.1853959904261836
-739	XGBoost_grid_1_AutoML_20190416_023844_model_4	city	4.446516853937296e+20	0.6400877663127968	0.16043179527450702
-740	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	1.9942607653066244e+20	0.2870790689975797	0.07195358644381422
-741	XGBoost_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	1.9115241865741546e+20	0.27516892143424915	0.0689684233831666
-742	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	1.3221372237308756e+20	0.19032512190919335	0.047703147288101586
-743	XGBoost_grid_1_AutoML_20190416_023844_model_4	floor	1.2096392401796255e+20	0.1741307420448167	0.0436441829214406
-744	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	1.1779892262280469e+20	0.16957463950444376	0.042502239974745414
-745	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_district	6.541682528113761e+19	0.09416923616605806	0.02360260641251954
-746	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	6.26178601029594e+19	0.09014005236278295	0.02259273054069339
-747	XGBoost_grid_1_AutoML_20190416_023844_model_4	bathroom_count	5.865670673617545e+19	0.08443786817265213	0.021163533335631434
-748	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	5.557600269849592e+19	0.08000311388986332	0.02005200515366422
-749	XGBoost_grid_1_AutoML_20190416_023844_model_4	room_count	4.873307333577618e+19	0.07015253755179982	0.017583053660484415
-750	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	1.9851497721542214e+19	0.02857675176311098	0.007162485880458814
-751	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	1.8602859331690955e+19	0.026779304043589598	0.006711973029360259
-752	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	1.6230173712089874e+19	0.023363760848092316	0.005855900228832029
-753	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_central	7.097743931235893e+18	0.010217388594360334	0.0025608894302933173
-754	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	4.088510348385059e+18	0.005885517906284881	0.0014751480242540984
-755	XGBoost_grid_1_AutoML_20190416_015849_model_3	supply_area	7.296843298881478e+20	1.0	0.23413702836448586
-756	XGBoost_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	6.864965686802692e+20	0.940813089388258	0.22027918099577815
-757	XGBoost_grid_1_AutoML_20190416_015849_model_3	city	4.9219224601020596e+20	0.6745276359239527	0.1579318962249561
-758	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.363516704176126e+20	0.3239094780257136	0.07583920264403232
-759	XGBoost_grid_1_AutoML_20190416_015849_model_3	floor	1.893862863238584e+20	0.25954550285174566	0.06076921276307392
-760	XGBoost_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	1.748343466872663e+20	0.23960271520983104	0.05609986772729204
-761	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	1.3508677264474531e+20	0.18513042847645167	0.04334588838332038
-762	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1561731563143666e+20	0.15844840144663577	0.0370986378638184
-763	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	1.1517658739055893e+20	0.15784440294642776	0.03695721944984309
-764	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_district	6.9340797562716684e+19	0.09502848659686282	0.022249687461763833
-765	XGBoost_grid_1_AutoML_20190416_015849_model_3	room_count	4.599667036921843e+19	0.06303639599368838	0.014759154436769176
-766	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	3.879753002542485e+19	0.05317029355882161	0.012449134531129854
-767	XGBoost_grid_1_AutoML_20190416_015849_model_3	bathroom_count	2.719651467103935e+19	0.03727161672117621	0.008726665581436279
-768	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.7641072530410177e+19	0.02417630721645667	0.0056605687284880385
-769	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.5488660871294484e+19	0.021226522534297423	0.004969914908692193
-770	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.289616418560331e+19	0.017673620848593724	0.004138049065930357
-771	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.1311885577722266e+19	0.015502437306631275	0.0036296946033813906
-772	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	2.9886966297893274e+18	0.004095876130774879	0.0009589962658086583
-773	XGBoost_grid_1_AutoML_20190416_022142_model_20	supply_area	1.1318098258223851e+21	1.0	0.2889449828048675
-774	XGBoost_grid_1_AutoML_20190416_022142_model_20	city	7.342827865826698e+20	0.648768697558472	0.187458460160369
-775	XGBoost_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	6.77972873066773e+20	0.599016599431049	0.17308284102243468
-776	XGBoost_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	2.472549378920347e+20	0.218459790903809	0.06312286052625604
-777	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	2.0921822153451923e+20	0.18485280544591406	0.05341229069100116
-778	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	1.4771066146742757e+20	0.13050837525650516	0.03770974024438208
-779	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	1.4738570740290814e+20	0.130221265128014	0.037626781213242096
-780	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.2488838888075087e+20	0.11034396948268728	0.03188333636479591
-781	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	9.925426044157192e+19	0.08769517473437087	0.025339080755692644
-782	XGBoost_grid_1_AutoML_20190416_022142_model_20	floor	9.555036640740848e+19	0.08442263375649753	0.02439349645911281
-783	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_district	8.541768945828993e+19	0.07547000168179714	0.0218066783382302
-784	XGBoost_grid_1_AutoML_20190416_022142_model_20	bathroom_count	7.90726717371853e+19	0.06986392053959264	0.02018682931899323
-785	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	4.751237353638671e+19	0.041979113851449125	0.012129654329970546
-786	XGBoost_grid_1_AutoML_20190416_022142_model_20	room_count	3.913408173859406e+19	0.03457655239046791	0.009990721335915352
-787	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	2.5235535682900853e+19	0.022296621841539892	0.006442497014610378
-788	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	1.7367726243163668e+19	0.015345092299887123	0.004433887430729991
-789	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_central	5.412361380890149e+18	0.004782041344231544	0.0013817468539811494
-790	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	2.562196894008738e+18	0.0022638051336469167	0.0006541151354151792
-791	XGBoost_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	7.120079828256953e+20	1.0	0.20987652153119812
-792	XGBoost_grid_1_AutoML_20190416_022142_model_2	supply_area	6.785964808776754e+20	0.9530742593426803	0.20002791031176473
-793	XGBoost_grid_1_AutoML_20190416_022142_model_2	city	6.137363427317273e+20	0.8619795810378917	0.18090927609915222
-794	XGBoost_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	2.6682452083221515e+20	0.3747493388673645	0.0786510876875987
-795	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	1.882952893141279e+20	0.26445671095828704	0.05550325459150676
-796	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.7545200833928574e+20	0.24641859722271914	0.051717478025701646
-797	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.3767663270155308e+20	0.19336388920130593	0.04058254045531409
-798	XGBoost_grid_1_AutoML_20190416_022142_model_2	floor	1.096613139203322e+20	0.15401697251360463	0.032324546447921494
-799	XGBoost_grid_1_AutoML_20190416_022142_model_2	room_count	1.048029062887249e+20	0.14719344279371852	0.030892447765747042
-800	XGBoost_grid_1_AutoML_20190416_022142_model_2	bathroom_count	9.471853748248432e+19	0.133030162255459	0.02791990771290662
-801	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	7.181008517442254e+19	0.10085573042234017	0.02116724987752899
-802	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	6.8338293646836105e+19	0.09597967339583299	0.020143879990017908
-803	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.4542783905799864e+19	0.09064896105469705	0.019025088626576866
-804	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_district	3.4584522525182525e+19	0.048573222996643094	0.010194379082094652
-805	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	2.1690415525834785e+19	0.030463725195542864	0.006393620676922855
-806	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	1.987043351079577e+19	0.027907599338897013	0.00585714987353407
-807	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	1.8482702501984338e+19	0.025958560785559387	0.00544809244162937
-808	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_central	1.1417722367988728e+19	0.016035947128957777	0.0033655688028838616
-809	GBM_grid_1_AutoML_20190416_021340_model_7	supply_area	4.767797670010652e+21	1.0	0.2195209083265924
-810	GBM_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	3.54407451271196e+21	0.7433357617090413	0.16317774160200818
-811	GBM_grid_1_AutoML_20190416_021340_model_7	city	3.477136948500399e+21	0.729296247273981	0.16009577464075944
-812	GBM_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.5454510260038087e+21	0.3241435843061595	0.07115629405512552
-813	GBM_grid_1_AutoML_20190416_021340_model_7	floor	1.3709373848681322e+21	0.2875410157379999	0.06312126495595674
-814	GBM_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	1.2965857697700124e+21	0.2719464749784811	0.059697937203491105
-815	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.0389720601538163e+21	0.2179144611544506	0.04783678045012493
-816	GBM_grid_1_AutoML_20190416_021340_model_7	room_count	8.373571638355076e+20	0.17562766329252325	0.03855394417325163
-817	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	7.629052029081905e+20	0.1600120759542395	0.03512599625669834
-818	GBM_grid_1_AutoML_20190416_021340_model_7	bathroom_count	6.330662849136107e+20	0.13277960365130098	0.029147899200778517
-819	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	5.468365665357896e+20	0.11469374423654348	0.025177674914183896
-820	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	5.1250840614173934e+20	0.10749374063530559	0.023597123583685417
-821	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_district	4.303824873712433e+20	0.09026861397209454	0.01981584813253672
-822	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	3.916003021300957e+20	0.08213442122203579	0.018030222751540245
-823	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	2.0894997588171398e+20	0.04382526070600793	0.009620561037832579
-824	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.3256694708058037e+20	0.027804650334560903	0.0061037020971461
-825	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	1.2768370807837137e+20	0.02678043761829476	0.00587886599135171
-826	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_central	9.429263945444203e+19	0.019776980060949474	0.004341460626936536
-827	GBM_4_AutoML_20190416_023643	supply_area	4.553551232268732e+20	1.0	0.24449848047681563
-828	GBM_4_AutoML_20190416_023643	city	3.2022964777283014e+20	0.703252541672362	0.17194417783035096
-829	GBM_4_AutoML_20190416_023643	exclusive_use_area	2.4817979429676175e+20	0.5450247106874215	0.13325771358539062
-830	GBM_4_AutoML_20190416_023643	apartment_building_count_in_sites	1.3854673342721688e+20	0.3042608424945474	0.07439131365851256
-831	GBM_4_AutoML_20190416_023643	total_parking_capacity_in_site	1.166284353204325e+20	0.2561263272804428	0.06262249783017584
-832	GBM_4_AutoML_20190416_023643	bathroom_count	1.0588838814813048e+20	0.23254023672282992	0.05685573452845092
-833	GBM_4_AutoML_20190416_023643	total_household_count_in_sites	9.090409415121777e+19	0.1996334059163013	0.04881006439894701
-834	GBM_4_AutoML_20190416_023643	room_count	7.47911118859744e+19	0.16424787615425812	0.04015835614126031
-835	GBM_4_AutoML_20190416_023643	floor	5.980220433827155e+19	0.13133091358341012	0.03211020881077576
-836	GBM_4_AutoML_20190416_023643	heat_type_individual	5.76537410254112e+19	0.12661269871490208	0.030956612444862426
-837	GBM_4_AutoML_20190416_023643	total_household_count_of_area_type	5.157039827562424e+19	0.11325314165825283	0.027690221044668364
-838	GBM_4_AutoML_20190416_023643	heat_fuel_gas	4.32042318920627e+19	0.09488030262160223	0.02319808981816217
-839	GBM_4_AutoML_20190416_023643	heat_type_district	4.15483102060274e+19	0.09124375259378961	0.022308958862184064
-840	GBM_4_AutoML_20190416_023643	heat_fuel_cogeneration	3.5924655675627536e+19	0.07889371139836428	0.019289392556076496
-841	GBM_4_AutoML_20190416_023643	front_door_structure_stairway	1.0089001048728404e+19	0.022156335866461145	0.00541719045228372
-842	GBM_4_AutoML_20190416_023643	front_door_structure_corridor	5.356513337024709e+18	0.011763375580504701	0.002876127454711478
-843	GBM_4_AutoML_20190416_023643	heat_type_central	3.743163641705267e+18	0.008220317397945027	0.00200985511283469
-844	GBM_4_AutoML_20190416_023643	front_door_structure_mixed	2.989168870033457e+18	0.0065644783984216935	0.0016050049935369842
-845	GBM_2_AutoML_20190416_020809	city	3.273964932610927e+20	1.0	0.18074029716129886
-846	GBM_2_AutoML_20190416_020809	exclusive_use_area	3.176598867885781e+20	0.9702605047001838	0.17536517194338305
-847	GBM_2_AutoML_20190416_020809	supply_area	3.129039448445865e+20	0.955733953433189	0.17273963875065754
-848	GBM_2_AutoML_20190416_020809	bathroom_count	1.2881823695246878e+20	0.3934624823538919	0.07111452598246475
-849	GBM_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.1466556077424771e+20	0.35023454170843554	0.06330149514453397
-850	GBM_2_AutoML_20190416_020809	total_household_count_in_sites	1.0941050212389696e+20	0.3341834881433629	0.06040042295343081
-851	GBM_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.0593871059631053e+20	0.32357924650043934	0.05848380916771858
-852	GBM_2_AutoML_20190416_020809	room_count	9.517985737712704e+19	0.29071740026617465	0.05254434931406868
-853	GBM_2_AutoML_20190416_020809	heat_type_individual	6.193978688406343e+19	0.18918891362305335	0.03419406046785396
-854	GBM_2_AutoML_20190416_020809	floor	5.774635948688854e+19	0.17638050704726663	0.03187906525718354
-855	GBM_2_AutoML_20190416_020809	heat_type_district	4.1294727640290165e+19	0.12613063514812414	0.022796888477815323
-856	GBM_2_AutoML_20190416_020809	total_household_count_of_area_type	4.031543221584868e+19	0.12313947475209475	0.022256265258979866
-857	GBM_2_AutoML_20190416_020809	heat_fuel_cogeneration	3.5266164758822257e+19	0.1077169899028153	0.019468800764355466
-858	GBM_2_AutoML_20190416_020809	heat_fuel_gas	2.3648313682392252e+19	0.07223142021723843	0.013055128354446324
-859	GBM_2_AutoML_20190416_020809	front_door_structure_stairway	1.49058284491081e+19	0.04552836928898006	0.00822881099455961
-860	GBM_2_AutoML_20190416_020809	heat_type_central	1.315838561419998e+19	0.04019097908817981	0.007264129503601169
-861	GBM_2_AutoML_20190416_020809	front_door_structure_corridor	5.840671737443779e+18	0.017839750448353002	0.003224361797318736
-862	GBM_2_AutoML_20190416_020809	front_door_structure_mixed	5.33060664405105e+18	0.01628180739187084	0.002942778706329768
-863	GBM_grid_1_AutoML_20190416_015849_model_7	supply_area	4.226008160913517e+21	1.0	0.2035357422064216
-864	GBM_grid_1_AutoML_20190416_015849_model_7	exclusive_use_area	3.56090390156949e+21	0.8426164280761222	0.17150256008379738
-865	GBM_grid_1_AutoML_20190416_015849_model_7	city	2.7547058065496196e+21	0.6518458322035392	0.1326739252617099
-866	GBM_grid_1_AutoML_20190416_015849_model_7	total_parking_capacity_in_site	1.5348527894432108e+21	0.3631921025707221	0.07392257416024273
-867	GBM_grid_1_AutoML_20190416_015849_model_7	apartment_building_count_in_sites	1.5207641224339123e+21	0.3598583023335136	0.07324402665459455
-868	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_in_sites	1.345381990257595e+21	0.3183576413081914	0.06479715881074848
-869	GBM_grid_1_AutoML_20190416_015849_model_7	floor	9.042147187849387e+20	0.213964262338168	0.043549374940648526
-870	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_of_area_type	8.356883690673343e+20	0.1977488772493727	0.040248964501437626
-871	GBM_grid_1_AutoML_20190416_015849_model_7	bathroom_count	8.052332691684506e+20	0.19054228920239163	0.03878216625451941
-872	GBM_grid_1_AutoML_20190416_015849_model_7	room_count	7.135546174539762e+20	0.16884837659653984	0.034366679650926116
-873	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_gas	6.315243649911897e+20	0.14943756399530378	0.03041588550130378
-874	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_cogeneration	5.835587771598803e+20	0.13808747047798767	0.02810573579314455
-875	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_individual	4.749861380807207e+20	0.11239593488575875	0.022876590027957538
-876	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_district	4.363404330189057e+20	0.10325120454206221	0.021015310550175678
-877	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_corridor	1.3883343328318272e+20	0.03285214509693984	0.006686585735378703
-878	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_stairway	1.3698513664470522e+20	0.03241478279944773	0.006597566875545542
-879	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_central	1.0759539314439225e+20	0.025460289958629385	0.005182079013520335
-880	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_mixed	5.1846692353544815e+19	0.012268478994687353	0.0024970739779275834
-881	XGBoost_grid_1_AutoML_20190416_022142_model_5	supply_area	1.0570838490052402e+21	1.0	0.26901221127181585
-882	XGBoost_grid_1_AutoML_20190416_022142_model_5	city	7.828860559737173e+20	0.7406092304886179	0.19923292678206103
-883	XGBoost_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.776896368673701e+20	0.5464936744715191	0.14701347181564323
-884	XGBoost_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	2.6500235738610663e+20	0.25069189888340915	0.06743918206655636
-885	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.1752996649055237e+20	0.20578307642790789	0.05535816043218858
-886	XGBoost_grid_1_AutoML_20190416_022142_model_5	room_count	1.8183220163638618e+20	0.17201303549145874	0.04627360704513465
-887	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	1.7301000181008826e+20	0.16366724548189612	0.04402848761985199
-888	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	1.4220286467626972e+20	0.13452373225651734	0.036188526682863424
-889	XGBoost_grid_1_AutoML_20190416_022142_model_5	bathroom_count	9.618335085347262e+19	0.09098932969601715	0.024477240783665873
-890	XGBoost_grid_1_AutoML_20190416_022142_model_5	floor	8.283047702548185e+19	0.07835752774335619	0.021079131808032905
-891	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	8.151712358024295e+19	0.07711509702560866	0.020744902773299614
-892	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	8.047828740213414e+19	0.07613235929947047	0.020480534324490946
-893	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_district	6.445592248720556e+19	0.0609752221149356	0.01640307933392895
-894	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	6.043343396377775e+19	0.05716995299913827	0.015379415474603964
-895	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	2.265395494865024e+19	0.021430613068176712	0.005765096610380891
-896	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.8750857994836115e+19	0.017738288228016586	0.004771816140395562
-897	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	1.5075146642715836e+19	0.014261069882868967	0.0038364019442924764
-898	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_central	9.885867375008416e+18	0.009352018181255374	0.0025158070907937333
-899	GBM_grid_1_AutoML_20190416_022142_model_30	supply_area	1.0253265754953487e+21	1.0	0.26031422518058844
-900	GBM_grid_1_AutoML_20190416_022142_model_30	city	5.351660510514124e+20	0.5219469229039213	0.1358702088211266
-901	GBM_grid_1_AutoML_20190416_022142_model_30	apartment_building_count_in_sites	3.306640658969825e+20	0.3224963380445244	0.08395038436163749
-902	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_in_sites	2.726185248981296e+20	0.2658845790341716	0.06921353817874731
-903	GBM_grid_1_AutoML_20190416_022142_model_30	exclusive_use_area	2.6816260009493948e+20	0.26153871995894246	0.068082249240835
-904	GBM_grid_1_AutoML_20190416_022142_model_30	floor	2.5192541699622253e+20	0.2457026112626741	0.06395988487569033
-905	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_of_area_type	2.3926433829224238e+20	0.23335427366315034	0.06074543694120198
-906	GBM_grid_1_AutoML_20190416_022142_model_30	total_parking_capacity_in_site	2.3387287862739626e+20	0.22809598835805966	0.05937663047622883
-907	GBM_grid_1_AutoML_20190416_022142_model_30	room_count	1.9847497258435713e+20	0.1935724454313215	0.05038966114876619
-908	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_individual	1.2053141132796756e+20	0.11755416684653594	0.030601021859405622
-909	GBM_grid_1_AutoML_20190416_022142_model_30	bathroom_count	1.065816874040479e+20	0.10394901483223223	0.02705940725433803
-910	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_cogeneration	1.0032708472311854e+20	0.0978489069930224	0.02547146240865609
-911	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_gas	8.694412825699182e+19	0.08479652272251693	0.02207374111052016
-912	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_corridor	5.3624400345519096e+19	0.05229982488224539	0.013614388391302168
-913	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_stairway	4.597845366056944e+19	0.04484274060521316	0.011673203275620176
-914	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_district	4.397003294471566e+19	0.042883929857638926	0.01116329697358998
-915	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_central	1.6599466682511e+19	0.016189443518999376	0.004214342445753222
-916	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_mixed	8.771388645199315e+18	0.00855472671325401	0.0022269170559923997
-917	DRF_1_AutoML_20190416_021340	supply_area	9.973245300184984e+20	1.0	0.2317116818016925
-918	DRF_1_AutoML_20190416_021340	exclusive_use_area	7.764448529754148e+20	0.7785277806823956	0.1803939813912571
-919	DRF_1_AutoML_20190416_021340	city	6.675545693850373e+20	0.669345382864147	0.15509514436964925
-920	DRF_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.4987020986158363e+20	0.25054052351138806	0.0580531660623002
-921	DRF_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.4683844288743316e+20	0.24750062337567771	0.057348785689345566
-922	DRF_1_AutoML_20190416_021340	total_household_count_in_sites	2.2599112188266073e+20	0.2265973763610016	0.05250525916845876
-923	DRF_1_AutoML_20190416_021340	floor	2.2293666098851296e+20	0.22353472142551023	0.0517956062425778
-924	DRF_1_AutoML_20190416_021340	room_count	1.412621753041027e+20	0.1416411319006488	0.03281990488499469
-925	DRF_1_AutoML_20190416_021340	total_household_count_of_area_type	1.4070406320184361e+20	0.14108152258045215	0.032690236868260024
-926	DRF_1_AutoML_20190416_021340	bathroom_count	1.4044575713415345e+20	0.14082252356868075	0.032630223771657495
-927	DRF_1_AutoML_20190416_021340	heat_type_district	1.2819366157133388e+20	0.12853755995448757	0.029783654191740196
-928	DRF_1_AutoML_20190416_021340	heat_fuel_cogeneration	1.2718923570912795e+20	0.12753043957193036	0.029550292634121098
-929	DRF_1_AutoML_20190416_021340	heat_type_individual	7.457215074237258e+19	0.07477220152299816	0.017325592566908975
-930	DRF_1_AutoML_20190416_021340	heat_fuel_gas	5.3038228706519155e+19	0.05318051156882244	0.01232254577468621
-931	DRF_1_AutoML_20190416_021340	front_door_structure_corridor	3.4951766005929476e+19	0.03504552926747043	0.00812045852619601
-932	DRF_1_AutoML_20190416_021340	front_door_structure_stairway	2.8767241798108054e+19	0.028844414162333378	0.006683587716138823
-933	DRF_1_AutoML_20190416_021340	front_door_structure_mixed	2.8151227214507016e+19	0.028226747028858166	0.0065404670258476525
-934	DRF_1_AutoML_20190416_021340	heat_type_central	1.9925734547626394e+19	0.019979188266087078	0.004629411314167677
-935	GBM_2_AutoML_20190416_022142	supply_area	4.8073125346161774e+20	1.0	0.26624414067742364
-936	GBM_2_AutoML_20190416_022142	exclusive_use_area	3.673669251164243e+20	0.764183569241885	0.20345939771261212
-937	GBM_2_AutoML_20190416_022142	city	3.4221949330025716e+20	0.7118727788884657	0.18953195628680913
-938	GBM_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.1133733907696976e+20	0.23159996000937993	0.06166213233362303
-939	GBM_2_AutoML_20190416_022142	total_parking_capacity_in_site	9.841538584613696e+19	0.20472017397969028	0.05450554680055529
-940	GBM_2_AutoML_20190416_022142	total_household_count_in_sites	7.520055242397214e+19	0.1564295058465057	0.04164843936069692
-941	GBM_2_AutoML_20190416_022142	heat_type_district	6.329584975897166e+19	0.13166576814632935	0.03505523929675236
-942	GBM_2_AutoML_20190416_022142	floor	4.913476891386787e+19	0.10220839306798025	0.027212385782404744
-943	GBM_2_AutoML_20190416_022142	bathroom_count	4.489436158386137e+19	0.09338764904629983	0.024863914370216917
-944	GBM_2_AutoML_20190416_022142	heat_fuel_cogeneration	4.157117125179212e+19	0.08647486709559485	0.023023426680061066
-945	GBM_2_AutoML_20190416_022142	heat_type_individual	3.366013891045543e+19	0.07001861990057383	0.018642047286847433
-946	GBM_2_AutoML_20190416_022142	total_household_count_of_area_type	3.349071956177794e+19	0.0696661998166755	0.018548217504452458
-947	GBM_2_AutoML_20190416_022142	heat_fuel_gas	2.432020764594012e+19	0.05059002815152288	0.013469298572048878
-948	GBM_2_AutoML_20190416_022142	room_count	1.7233215289156436e+19	0.03584791952897724	0.009544298530065979
-949	GBM_2_AutoML_20190416_022142	front_door_structure_stairway	1.0220091422061625e+19	0.021259469502907226	0.005660209189059428
-950	GBM_2_AutoML_20190416_022142	front_door_structure_corridor	4.24288892775039e+18	0.008825906152758899	0.002349845799340879
-951	GBM_2_AutoML_20190416_022142	front_door_structure_mixed	4.1529178153948283e+18	0.008638751455185768	0.0023000169577117773
-952	GBM_2_AutoML_20190416_022142	heat_type_central	4.1158486054980813e+18	0.008561641407461969	0.0022794868593179595
-953	GBM_4_AutoML_20190416_015849	supply_area	4.6469530737906287e+20	1.0	0.25392549877188986
-954	GBM_4_AutoML_20190416_015849	exclusive_use_area	3.8462510591660104e+20	0.8276931137650876	0.21017238674285846
-955	GBM_4_AutoML_20190416_015849	city	3.4325954333920304e+20	0.7386765863318654	0.1875688206154359
-956	GBM_4_AutoML_20190416_015849	apartment_building_count_in_sites	1.3456532265820278e+20	0.28957753719779805	0.07353112056608636
-957	GBM_4_AutoML_20190416_015849	total_parking_capacity_in_site	9.112229003472667e+19	0.19609040286777865	0.04979235335258152
-958	GBM_4_AutoML_20190416_015849	floor	6.736081461560371e+19	0.14495695038438577	0.03680826592680725
-959	GBM_4_AutoML_20190416_015849	total_household_count_in_sites	5.467916185004461e+19	0.11766669682644662	0.02987857468049621
-960	GBM_4_AutoML_20190416_015849	heat_type_individual	5.324246958844831e+19	0.11457501021205102	0.02909351661488943
-961	GBM_4_AutoML_20190416_015849	heat_fuel_gas	4.523272529219315e+19	0.09733845936020127	0.024716716842726444
-962	GBM_4_AutoML_20190416_015849	heat_fuel_cogeneration	3.968723724243514e+19	0.08540485908126748	0.021686471439753816
-963	GBM_4_AutoML_20190416_015849	total_household_count_of_area_type	3.965426068969488e+19	0.0853338952642962	0.021668451917134627
-964	GBM_4_AutoML_20190416_015849	bathroom_count	3.8485554596159685e+19	0.08281890086909381	0.02102983071092435
-965	GBM_4_AutoML_20190416_015849	heat_type_district	2.4846572449458815e+19	0.05346852454696919	0.013577021764186188
-966	GBM_4_AutoML_20190416_015849	room_count	2.4258738348877677e+19	0.05220353630360475	0.013255808993549298
-967	GBM_4_AutoML_20190416_015849	front_door_structure_stairway	1.2482513617582817e+19	0.026861716525578207	0.006820874766626563
-968	GBM_4_AutoML_20190416_015849	heat_type_central	5.328988712690778e+18	0.011467705027509127	0.002911942718879164
-969	GBM_4_AutoML_20190416_015849	front_door_structure_corridor	4.245012359581532e+18	0.00913504460271809	0.0023196207570486517
-970	GBM_4_AutoML_20190416_015849	front_door_structure_mixed	2.2742397464965284e+18	0.004894045001925052	0.0012427228181258936
-971	XGBoost_2_AutoML_20190416_020809	supply_area	7.036118657453932e+20	1.0	0.25945025067745703
-972	XGBoost_2_AutoML_20190416_020809	exclusive_use_area	5.725876214395128e+20	0.8137833503318256	0.21113629424073302
-973	XGBoost_2_AutoML_20190416_020809	city	4.098626449096877e+20	0.5825124118330308	0.15113299127280996
-974	XGBoost_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.6520311740915778e+20	0.23479296676463052	0.06091709408438723
-975	XGBoost_2_AutoML_20190416_020809	total_household_count_in_sites	1.448782403494394e+20	0.2059064768556143	0.05342248703630114
-976	XGBoost_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.4278785763880468e+20	0.2029355452775628	0.052651678093630104
-977	XGBoost_2_AutoML_20190416_020809	heat_fuel_cogeneration	1.0328040813969696e+20	0.14678605232201938	0.03808367807090226
-978	XGBoost_2_AutoML_20190416_020809	total_household_count_of_area_type	9.834484997619188e+19	0.13977144895361762	0.03626373746856748
-979	XGBoost_2_AutoML_20190416_020809	floor	8.117021446754009e+19	0.11536220240053782	0.029930752331523074
-980	XGBoost_2_AutoML_20190416_020809	bathroom_count	6.794430784427839e+19	0.09656503983527831	0.025053823791941585
-981	XGBoost_2_AutoML_20190416_020809	heat_type_district	5.700139198055868e+19	0.08101255074795033	0.021018726599575925
-982	XGBoost_2_AutoML_20190416_020809	heat_type_individual	5.5919868363013095e+19	0.07947544816313272	0.020619924948628028
-983	XGBoost_2_AutoML_20190416_020809	heat_fuel_gas	4.727842824832156e+19	0.06719390412530306	0.017433475269306893
-984	XGBoost_2_AutoML_20190416_020809	front_door_structure_stairway	2.429940928398911e+19	0.03453524658548328	0.00896017838381143
-985	XGBoost_2_AutoML_20190416_020809	room_count	2.071312780962562e+19	0.02943828667198857	0.007637770856562278
-986	XGBoost_2_AutoML_20190416_020809	heat_type_central	7.387318460352561e+18	0.010499138544979731	0.0027240041273923427
-987	XGBoost_2_AutoML_20190416_020809	front_door_structure_corridor	6.364506564706959e+18	0.009045479296976496	0.0023468518710983
-988	XGBoost_2_AutoML_20190416_020809	front_door_structure_mixed	3.2984730357989376e+18	0.004687915591509528	0.0012162808753719064
-989	GBM_grid_1_AutoML_20190416_023844_model_42	supply_area	4.300497839487713e+20	1.0	0.2030735670974218
-990	GBM_grid_1_AutoML_20190416_023844_model_42	exclusive_use_area	4.1459114304345e+20	0.9640538340389847	0.19577385095224248
-991	GBM_grid_1_AutoML_20190416_023844_model_42	city	4.0413058293083564e+20	0.9397297662146408	0.19083427573283335
-992	GBM_grid_1_AutoML_20190416_023844_model_42	apartment_building_count_in_sites	1.509575984690873e+20	0.3510235421652247	0.07128360284266443
-993	GBM_grid_1_AutoML_20190416_023844_model_42	total_parking_capacity_in_site	1.1308000343434356e+20	0.2629463091366509	0.05339744495148109
-994	GBM_grid_1_AutoML_20190416_023844_model_42	bathroom_count	9.7871584987225e+19	0.22758198850504183	0.04621588621284329
-995	GBM_grid_1_AutoML_20190416_023844_model_42	total_household_count_in_sites	9.559629960517045e+19	0.22229123969646766	0.04514147497966969
-996	GBM_grid_1_AutoML_20190416_023844_model_42	floor	7.566767774000952e+19	0.17595097257163894	0.03573099163438334
-997	GBM_grid_1_AutoML_20190416_023844_model_42	heat_fuel_cogeneration	7.1575990352776e+19	0.1664365220592747	0.03379885822986565
-998	GBM_grid_1_AutoML_20190416_023844_model_42	total_household_count_of_area_type	6.573785628816913e+19	0.15286103781882146	0.03104203622008197
-999	GBM_grid_1_AutoML_20190416_023844_model_42	room_count	6.35651597390326e+19	0.14780884007281503	0.03001606840211889
-1000	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_district	4.40969913533517e+19	0.10253927103147818	0.020823015535931605
-1001	GBM_grid_1_AutoML_20190416_023844_model_42	heat_fuel_gas	4.31162621657476e+19	0.10025876950768035	0.020359905956722872
-1002	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_individual	2.291739573564211e+19	0.05329009940479843	0.01082181057710861
-1003	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_stairway	1.371121676211087e+19	0.031882859319711195	0.006474565971319031
-1004	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_corridor	4.632232592215638e+18	0.010771386860567384	0.0021873839523617183
-1005	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_central	4.621969750681977e+18	0.010747522550162607	0.0021825377417214998
-1006	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_mixed	1.7846382137641533e+18	0.004149840972776176	0.0008427230092286928
-1007	GBM_2_AutoML_20190416_023643	exclusive_use_area	5.1744354209277936e+20	1.0	0.28869161266652243
-1008	GBM_2_AutoML_20190416_023643	city	3.6260714807587504e+20	0.7007665930264105	0.2023054378436191
-1009	GBM_2_AutoML_20190416_023643	supply_area	2.6814418107615098e+20	0.5182095422268732	0.14960274844465637
-1010	GBM_2_AutoML_20190416_023643	apartment_building_count_in_sites	1.253350984648837e+20	0.24221985254269673	0.06992683985039838
-1011	GBM_2_AutoML_20190416_023643	total_household_count_in_sites	9.355910686904104e+19	0.1808102706058424	0.052198408607870964
-1012	GBM_2_AutoML_20190416_023643	total_parking_capacity_in_site	8.034818439024266e+19	0.15527913260889817	0.0448277832063216
-1013	GBM_2_AutoML_20190416_023643	floor	6.466888029731973e+19	0.1249776546360383	0.036080000664157584
-1014	GBM_2_AutoML_20190416_023643	heat_type_district	4.813145135938273e+19	0.09301778347588809	0.026853453918319534
-1015	GBM_2_AutoML_20190416_023643	bathroom_count	4.566781523744365e+19	0.08825661453371711	0.025478944378226436
-1016	GBM_2_AutoML_20190416_023643	heat_fuel_cogeneration	3.840371574668106e+19	0.07421817574794498	0.02142616484584162
-1017	GBM_2_AutoML_20190416_023643	total_household_count_of_area_type	3.634017431390362e+19	0.07023022099556459	0.020274875757135803
-1018	GBM_2_AutoML_20190416_023643	heat_type_individual	3.2725112023171465e+19	0.06324383118362263	0.018257963615609316
-1019	GBM_2_AutoML_20190416_023643	room_count	2.5426960657296654e+19	0.049139584493524346	0.014186185893198384
-1020	GBM_2_AutoML_20190416_023643	heat_fuel_gas	2.110082440567246e+19	0.0407789887962096	0.0117725520384878
-1021	GBM_2_AutoML_20190416_023643	front_door_structure_corridor	1.0646544703475941e+19	0.020575277952868877	0.005939910173275661
-1022	GBM_2_AutoML_20190416_023643	heat_type_central	8.668850389816181e+18	0.016753229453314592	0.004836516828249672
-1023	GBM_2_AutoML_20190416_023643	front_door_structure_stairway	7.124239412686225e+18	0.01376814827734158	0.003974748929617544
-1024	GBM_2_AutoML_20190416_023643	front_door_structure_mixed	6.032868569002279e+18	0.011658989006998884	0.003365852338491765
-1025	GBM_2_AutoML_20190416_023844	supply_area	4.250507883623901e+20	1.0	0.236833406437499
-1026	GBM_2_AutoML_20190416_023844	city	3.176343429344416e+20	0.7472856224033931	0.17698219953556224
-1027	GBM_2_AutoML_20190416_023844	exclusive_use_area	3.111691090100025e+20	0.7320751249723733	0.17337984561536496
-1028	GBM_2_AutoML_20190416_023844	total_parking_capacity_in_site	1.1967676533774379e+20	0.281558742188968	0.06668251602487085
-1029	GBM_2_AutoML_20190416_023844	heat_fuel_cogeneration	9.337255932822605e+19	0.21967388812044364	0.052026115228934716
-1030	GBM_2_AutoML_20190416_023844	apartment_building_count_in_sites	9.246365024014828e+19	0.2175355340390889	0.05151968154767794
-1031	GBM_2_AutoML_20190416_023844	total_household_count_in_sites	8.898925506902727e+19	0.20936146339565603	0.049583788552732974
-1032	GBM_2_AutoML_20190416_023844	bathroom_count	8.523296270873054e+19	0.20052418450301185	0.04749082568894984
-1033	GBM_2_AutoML_20190416_023844	floor	6.0747841512763556e+19	0.1429190185643677	0.033847998011303365
-1034	GBM_2_AutoML_20190416_023844	room_count	4.2954356879534326e+19	0.10105699849428881	0.023933673197751627
-1035	GBM_2_AutoML_20190416_023844	total_household_count_of_area_type	3.703963083493658e+19	0.08714165894772392	0.020638055931204224
-1036	GBM_2_AutoML_20190416_023844	heat_fuel_gas	3.5831819510847898e+19	0.08430008952318042	0.01996507736476094
-1037	GBM_2_AutoML_20190416_023844	heat_type_district	2.933996860892355e+19	0.06902697139314293	0.016347892771101838
-1038	GBM_2_AutoML_20190416_023844	heat_type_individual	2.65268857014447e+19	0.06240874367895158	0.014780475356970838
-1039	GBM_2_AutoML_20190416_023844	front_door_structure_stairway	1.5184056567981933e+19	0.03572292296288203	0.008460381533203705
-1040	GBM_2_AutoML_20190416_023844	front_door_structure_corridor	7.593648414374494e+18	0.01786527309743582	0.004231093484601935
-1041	GBM_2_AutoML_20190416_023844	heat_type_central	3.9453500861579264e+18	0.009282067447418066	0.0021983036523546416
-1042	GBM_2_AutoML_20190416_023844	front_door_structure_mixed	1.9718104146226708e+18	0.004638999546900131	0.0010986700651543723
-1043	GBM_4_AutoML_20190416_020809	supply_area	6.302385169288313e+20	1.0	0.3381956740020234
-1044	GBM_4_AutoML_20190416_020809	city	3.462015197957828e+20	0.5493182509422494	0.18577705611902665
-1045	GBM_4_AutoML_20190416_020809	exclusive_use_area	2.2767545055111125e+20	0.3612528343405282	0.12217414579493623
-1046	GBM_4_AutoML_20190416_020809	total_parking_capacity_in_site	1.0620772150920872e+20	0.16851988359385223	0.05699269561476538
-1047	GBM_4_AutoML_20190416_020809	apartment_building_count_in_sites	9.144734965236236e+19	0.14509958880010648	0.04907205323166845
-1048	GBM_4_AutoML_20190416_020809	total_household_count_in_sites	8.762670507551516e+19	0.1390373687449672	0.04702183663417204
-1049	GBM_4_AutoML_20190416_020809	floor	6.283909063856095e+19	0.0997068394752791	0.03372042177895357
-1050	GBM_4_AutoML_20190416_020809	heat_type_district	6.0825440645405475e+19	0.09651177928922756	0.03263986624585484
-1051	GBM_4_AutoML_20190416_020809	total_household_count_of_area_type	5.551274999357322e+19	0.08808212843621221	0.02978899479401758
-1052	GBM_4_AutoML_20190416_020809	heat_fuel_cogeneration	4.855643899179722e+19	0.07704454375212422	0.02605613140242803
-1053	GBM_4_AutoML_20190416_020809	heat_type_individual	4.293991809283837e+19	0.06813280518316417	0.023042219970568757
-1054	GBM_4_AutoML_20190416_020809	bathroom_count	3.5706143132769845e+19	0.056654968196432696	0.019160465154755755
-1055	GBM_4_AutoML_20190416_020809	front_door_structure_stairway	2.606345914252316e+19	0.04135491316768622	0.013986052732040793
-1056	GBM_4_AutoML_20190416_020809	heat_fuel_gas	1.7641379294154326e+19	0.027991591786743257	0.009466635250707138
-1057	GBM_4_AutoML_20190416_020809	room_count	1.421407510653934e+19	0.022553485267458578	0.007627491151122858
-1058	GBM_4_AutoML_20190416_020809	heat_type_central	4.333739649408172e+18	0.006876348450625643	0.0023255512989321086
-1059	GBM_4_AutoML_20190416_020809	front_door_structure_corridor	4.1719069309623337e+18	0.006619568336273932	0.002238709375088615
-1060	GBM_4_AutoML_20190416_020809	front_door_structure_mixed	1.3305609396525466e+18	0.002111202193950958	0.0007139994489377947
-1061	XGBoost_grid_1_AutoML_20190416_021340_model_10	supply_area	9.025476832353698e+20	1.0	0.2654082302984743
-1062	XGBoost_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	6.09941778570691e+20	0.6758000600968005	0.1793628979858944
-1063	XGBoost_grid_1_AutoML_20190416_021340_model_10	city	4.9507870152762956e+20	0.548534676586745	0.14558561777023393
-1064	XGBoost_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.6293274225109736e+20	0.29132282663289355	0.07731947586218552
-1065	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	2.050794310691518e+20	0.22722282144030542	0.060306806921897695
-1066	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.704344354044416e+20	0.1888370427072439	0.05011890531972702
-1067	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	1.591014260093265e+20	0.17628035500461797	0.04678625705816246
-1068	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	1.0570256188694331e+20	0.11711576446357992	0.031083487786331694
-1069	XGBoost_grid_1_AutoML_20190416_021340_model_10	bathroom_count	1.035932060036597e+20	0.11477865150825972	0.030463198772852525
-1070	XGBoost_grid_1_AutoML_20190416_021340_model_10	floor	8.952450612552165e+19	0.0991908879590743	0.026326078034952155
-1071	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	8.236686135056033e+19	0.0912603986254767	0.024221260895521093
-1072	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	6.534308763333244e+19	0.0723984880212606	0.01921515458200807
-1073	XGBoost_grid_1_AutoML_20190416_021340_model_10	room_count	5.2015885202826985e+19	0.05763228488534282	0.015296082739476349
-1074	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_district	4.2074149442988016e+19	0.046617093173586664	0.012372560200860723
-1075	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	3.2184882378026516e+19	0.035660035448379986	0.009464466900735392
-1076	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	1.0378764144089235e+19	0.011499408105380535	0.0030520375547289794
-1077	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_central	8.493582738790547e+18	0.00941067480040892	0.0024976705446909794
-1078	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	3.80803042969754e+18	0.0042192013789751955	0.0011198107712666891
-1079	GBM_2_AutoML_20190416_021340	supply_area	6.365543228250092e+20	1.0	0.346712471523297
-1080	GBM_2_AutoML_20190416_021340	city	3.10520133266824e+20	0.4878140358685255	0.16913121001973072
-1081	GBM_2_AutoML_20190416_021340	exclusive_use_area	2.2010430144317594e+20	0.3457745765771562	0.11988435803498734
-1082	GBM_2_AutoML_20190416_021340	apartment_building_count_in_sites	9.231065979421301e+19	0.14501615413518998	0.050278909211015105
-1083	GBM_2_AutoML_20190416_021340	total_parking_capacity_in_site	8.698822307131215e+19	0.13665483047112303	0.04737993401824022
-1084	GBM_2_AutoML_20190416_021340	total_household_count_in_sites	8.41468211423483e+19	0.1321911078522053	0.04583230571684081
-1085	GBM_2_AutoML_20190416_021340	heat_type_individual	7.3229409550346486e+19	0.11504031458832381	0.03988591179573535
-1086	GBM_2_AutoML_20190416_021340	floor	6.325840479097612e+19	0.0993762865520058	0.03445499792125331
-1087	GBM_2_AutoML_20190416_021340	heat_type_district	6.248964385302118e+19	0.09816859553430413	0.03403627638366948
-1088	GBM_2_AutoML_20190416_021340	total_household_count_of_area_type	4.811259253594312e+19	0.07558285414262975	0.026205518164576027
-1089	GBM_2_AutoML_20190416_021340	heat_fuel_cogeneration	4.059894348809398e+19	0.06377922831144571	0.02211305387970998
-1090	GBM_2_AutoML_20190416_021340	bathroom_count	3.794622655054951e+19	0.059611921857894684	0.020668196759604317
-1091	GBM_2_AutoML_20190416_021340	heat_fuel_gas	3.0697669756157166e+19	0.048224744778924473	0.01672012045088112
-1092	GBM_2_AutoML_20190416_021340	front_door_structure_stairway	1.605785824978482e+19	0.02522621820950099	0.008746244462602089
-1093	GBM_2_AutoML_20190416_021340	front_door_structure_corridor	1.3283248353673478e+19	0.02086742305781982	0.007234995822698946
-1094	GBM_2_AutoML_20190416_021340	room_count	1.1773592500457964e+19	0.018495817369061467	0.006412730552870825
-1095	GBM_2_AutoML_20190416_021340	heat_type_central	6.743085460580467e+18	0.01059310292742158	0.003672760897067009
-1096	GBM_2_AutoML_20190416_021340	front_door_structure_mixed	1.1566702895017492e+18	0.0018170802522689358	0.0006300043852203387
-1097	XGBoost_grid_1_AutoML_20190416_022142_model_13	supply_area	7.120002422638358e+20	1.0	0.26401537621127774
-1098	XGBoost_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	5.394657924269002e+20	0.7576764169512712	0.2000382242678028
-1099	XGBoost_grid_1_AutoML_20190416_022142_model_13	city	4.436620193756149e+20	0.6231206017079042	0.16451342008491007
-1100	XGBoost_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	1.740547137783359e+20	0.24445878448709701	0.06454087795451258
-1101	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	1.6589948650153994e+20	0.23300481749002683	0.06151685454866953
-1102	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	1.3549189430106915e+20	0.1902975396051366	0.05024147651093066
-1103	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	1.2170335878178144e+20	0.1709316255213907	0.045128577418435206
-1104	XGBoost_grid_1_AutoML_20190416_022142_model_13	floor	7.546413614747563e+19	0.10598891919970999	0.027982704376738148
-1105	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	6.718458928995028e+19	0.09436034610934113	0.024912582277484073
-1106	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	5.743273479018172e+19	0.08066392591043485	0.02129651674592209
-1107	XGBoost_grid_1_AutoML_20190416_022142_model_13	bathroom_count	5.19840081617145e+19	0.07301122257547144	0.019276085395908426
-1108	XGBoost_grid_1_AutoML_20190416_022142_model_13	room_count	3.993694512919609e+19	0.056091195983606464	0.014808938209752369
-1109	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_district	3.5064377986846294e+19	0.04924770513470273	0.013002151398680615
-1110	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	2.7132910122395763e+19	0.03810800686826383	0.010061099769986629
-1111	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.7170672868745282e+19	0.024116105373995913	0.006367022633066347
-1112	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	1.5450202153578136e+19	0.021699714742306187	0.0057290583513673774
-1113	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.2494338865139548e+19	0.017548222772246894	0.004633000637054074
-1114	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	5.221120574692e+18	0.007333032019892605	0.0019360332075012917
-1115	GBM_4_AutoML_20190416_023844	supply_area	5.6421659081650995e+20	1.0	0.3018062664854239
-1116	GBM_4_AutoML_20190416_023844	city	3.273984284015576e+20	0.5802708281366924	0.17512937219034022
-1117	GBM_4_AutoML_20190416_023844	exclusive_use_area	2.6566737720295765e+20	0.4708606260912946	0.1421086875956028
-1118	GBM_4_AutoML_20190416_023844	apartment_building_count_in_sites	1.1733263293560442e+20	0.207956722374657	0.06276264197044105
-1119	GBM_4_AutoML_20190416_023844	total_parking_capacity_in_site	1.1167677151060374e+20	0.19793244886505362	0.05973725340827892
-1120	GBM_4_AutoML_20190416_023844	total_household_count_in_sites	8.62455953257262e+19	0.15285902032925916	0.046133810224193224
-1121	GBM_4_AutoML_20190416_023844	heat_fuel_gas	8.187308387266567e+19	0.14510931653778997	0.04379490105652197
-1122	GBM_4_AutoML_20190416_023844	floor	7.1904854280643805e+19	0.12744193533300074	0.03846277469652979
-1123	GBM_4_AutoML_20190416_023844	heat_fuel_cogeneration	5.178750784164489e+19	0.09178657395859316	0.027701763199931242
-1124	GBM_4_AutoML_20190416_023844	total_household_count_of_area_type	4.941272105532313e+19	0.08757757545522574	0.02643146107598718
-1125	GBM_4_AutoML_20190416_023844	bathroom_count	4.3679396837122376e+19	0.07741600929159391	0.023364636730496848
-1126	GBM_4_AutoML_20190416_023844	heat_type_district	2.7944554212857217e+19	0.04952806186081317	0.014947879436471141
-1127	GBM_4_AutoML_20190416_023844	room_count	2.2979399395355656e+19	0.04072797533674233	0.01229195817789263
-1128	GBM_4_AutoML_20190416_023844	heat_type_individual	1.6184694612630176e+19	0.02868525115365428	0.008657388553881097
-1129	GBM_4_AutoML_20190416_023844	front_door_structure_stairway	1.433755795891998e+19	0.02541144339299077	0.007669332856444238
-1130	GBM_4_AutoML_20190416_023844	front_door_structure_corridor	1.0125707144910078e+19	0.017946489539161885	0.005416363004334165
-1131	GBM_4_AutoML_20190416_023844	heat_type_central	5.053623172339859e+18	0.00895688509447493	0.0027032440497024228
-1132	GBM_4_AutoML_20190416_023844	front_door_structure_mixed	1.6456261340307128e+18	0.0029166567605699674	0.0008802652875270929
-1133	GBM_3_AutoML_20190416_022142	supply_area	4.3992512240043216e+20	1.0	0.239822469144149
-1134	GBM_3_AutoML_20190416_022142	exclusive_use_area	3.6195813714832445e+20	0.8227721462536982	0.1973192476575928
-1135	GBM_3_AutoML_20190416_022142	city	3.353472113751223e+20	0.762282475584288	0.1828124654799384
-1136	GBM_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.2959970824484081e+20	0.294594924558265	0.0706504822048974
-1137	GBM_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.132000701040967e+20	0.2573166758161604	0.06171032054619613
-1138	GBM_3_AutoML_20190416_022142	heat_fuel_cogeneration	8.04876992216679e+19	0.1829577242201816	0.043877373171478225
-1139	GBM_3_AutoML_20190416_022142	total_household_count_in_sites	6.803093176836109e+19	0.15464207044406397	0.03708664316745885
-1140	GBM_3_AutoML_20190416_022142	floor	5.458895351805536e+19	0.12408692011084324	0.029758831569475185
-1141	GBM_3_AutoML_20190416_022142	bathroom_count	5.1093887528332165e+19	0.1161422363186276	0.02785351788585653
-1142	GBM_3_AutoML_20190416_022142	heat_type_individual	4.845069236148424e+19	0.11013395210783862	0.026412596331105313
-1143	GBM_3_AutoML_20190416_022142	heat_type_district	4.020775484311732e+19	0.091396814584549	0.02191900974557651
-1144	GBM_3_AutoML_20190416_022142	total_household_count_of_area_type	3.908031561999581e+19	0.08883401658617672	0.021304393201689188
-1145	GBM_3_AutoML_20190416_022142	room_count	2.959777989638121e+19	0.06727913090046375	0.01613504729442163
-1146	GBM_3_AutoML_20190416_022142	front_door_structure_corridor	1.5848548619251614e+19	0.03602555937877497	0.008639738602516968
-1147	GBM_3_AutoML_20190416_022142	front_door_structure_stairway	1.4613789364677771e+19	0.03321881070337213	0.00796661720491479
-1148	GBM_3_AutoML_20190416_022142	heat_type_central	5.97196991847465e+18	0.013574969044479336	0.0032555825948024234
-1149	GBM_3_AutoML_20190416_022142	heat_fuel_gas	4.765743540397408e+18	0.010833078853040575	0.0025980157189694564
-1150	GBM_3_AutoML_20190416_022142	front_door_structure_mixed	1.6099392851279872e+18	0.0036595756940258923	0.0008776484789612023
-1151	GBM_4_AutoML_20190416_022142	supply_area	4.9585127996995613e+20	1.0	0.26943997323627566
-1152	GBM_4_AutoML_20190416_022142	city	3.392091184243367e+20	0.6840944697065006	0.1843223956088037
-1153	GBM_4_AutoML_20190416_022142	exclusive_use_area	2.7594708964303543e+20	0.5565118026109668	0.14994652520117038
-1154	GBM_4_AutoML_20190416_022142	apartment_building_count_in_sites	1.1805432597979752e+20	0.23808414084753496	0.0641493845379415
-1155	GBM_4_AutoML_20190416_022142	total_parking_capacity_in_site	9.552063561299342e+19	0.19263968748609675	0.05190483224049842
-1156	GBM_4_AutoML_20190416_022142	bathroom_count	8.772639119773585e+19	0.17692077189566038	0.04766952804450796
-1157	GBM_4_AutoML_20190416_022142	floor	7.684781435642708e+19	0.15498157907565213	0.04175823251825945
-1158	GBM_4_AutoML_20190416_022142	total_household_count_in_sites	7.636691435871692e+19	0.15401173183085062	0.04149691690257686
-1159	GBM_4_AutoML_20190416_022142	heat_type_district	6.398761849470321e+19	0.12904598834267453	0.03477014764529897
-1160	GBM_4_AutoML_20190416_022142	total_household_count_of_area_type	4.530076746976644e+19	0.0913595856251722	0.02461592430572363
-1161	GBM_4_AutoML_20190416_022142	heat_fuel_cogeneration	3.868774598841467e+19	0.07802288216490795	0.021022483282329887
-1162	GBM_4_AutoML_20190416_022142	room_count	3.719271803789509e+19	0.07500780887396037	0.02021010201551156
-1163	GBM_4_AutoML_20190416_022142	heat_type_individual	3.3924465903819293e+19	0.06841661456611504	0.018434170797610627
-1164	GBM_4_AutoML_20190416_022142	heat_fuel_gas	2.6186127256787616e+19	0.05281044602400592	0.014229245163303934
-1165	GBM_4_AutoML_20190416_022142	front_door_structure_stairway	1.5194500828934177e+19	0.030643262289964883	0.008256519771280313
-1166	GBM_4_AutoML_20190416_022142	front_door_structure_corridor	9.45886543729184e+18	0.01907601294861023	0.005139840418328388
-1167	GBM_4_AutoML_20190416_022142	heat_type_central	2.583463647913181e+18	0.005210158271790111	0.0014038249053078878
-1168	GBM_4_AutoML_20190416_022142	front_door_structure_mixed	2.2634873474106e+18	0.004564851274655872	0.001229953405270857
-1169	GBM_4_AutoML_20190416_021340	supply_area	4.738434552283917e+20	1.0	0.2564043808855668
-1170	GBM_4_AutoML_20190416_021340	city	3.558599114091439e+20	0.7510073368801096	0.1925615712532628
-1171	GBM_4_AutoML_20190416_021340	exclusive_use_area	3.046667203886375e+20	0.6429691431356558	0.1648601050742212
-1172	GBM_4_AutoML_20190416_021340	apartment_building_count_in_sites	1.3235059837660614e+20	0.27931291846758416	0.0716170559330217
-1173	GBM_4_AutoML_20190416_021340	total_parking_capacity_in_site	9.561616997930762e+19	0.2017885209224232	0.051739460776928155
-1174	GBM_4_AutoML_20190416_021340	total_household_count_in_sites	7.738088398185195e+19	0.16330474364060701	0.041872051688846036
-1175	GBM_4_AutoML_20190416_021340	room_count	6.957873627701392e+19	0.1468390784114072	0.037650182989884054
-1176	GBM_4_AutoML_20190416_021340	floor	5.7883411412267565e+19	0.12215724576034898	0.03132165296986831
-1177	GBM_4_AutoML_20190416_021340	bathroom_count	5.1845337755219395e+19	0.10941448527600751	0.02805435335710767
-1178	GBM_4_AutoML_20190416_021340	heat_fuel_cogeneration	5.042806286896962e+19	0.10642346604674191	0.027287442923410996
-1179	GBM_4_AutoML_20190416_021340	heat_type_district	4.957701887883844e+19	0.10462742142326817	0.02682692921368636
-1180	GBM_4_AutoML_20190416_021340	total_household_count_of_area_type	4.012070430852304e+19	0.08467079974584629	0.021709963987919523
-1181	GBM_4_AutoML_20190416_021340	heat_type_individual	3.5379924629878473e+19	0.0746658505873536	0.01914465119314463
-1182	GBM_4_AutoML_20190416_021340	heat_fuel_gas	2.2747670722732098e+19	0.04800672135857139	0.01230913366829041
-1183	GBM_4_AutoML_20190416_021340	front_door_structure_stairway	1.289871945062626e+19	0.027221478545924202	0.006979706353357434
-1184	GBM_4_AutoML_20190416_021340	front_door_structure_corridor	7.343379776683377e+18	0.015497480646100473	0.003973621930349445
-1185	GBM_4_AutoML_20190416_021340	front_door_structure_mixed	5.996227893762458e+18	0.012654449117319319	0.003244656191374167
-1186	GBM_4_AutoML_20190416_021340	heat_type_central	4.514888863008686e+18	0.009528228813105622	0.002443079609760366
-1187	XRT_1_AutoML_20190416_020809	supply_area	9.494331108435522e+20	1.0	0.206812255042546
-1188	XRT_1_AutoML_20190416_020809	exclusive_use_area	8.231987614007291e+20	0.8670423982468165	0.17931499359892136
-1189	XRT_1_AutoML_20190416_020809	city	6.835119487647178e+20	0.7199158539535567	0.14888742119701528
-1190	XRT_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.002703979117659e+20	0.31626282513465503	0.0654070280522244
-1191	XRT_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.7439720046033633e+20	0.28901161896127675	0.05977114465087869
-1192	XRT_1_AutoML_20190416_020809	room_count	2.4799319397938862e+20	0.2612013328238065	0.05401963666141001
-1193	XRT_1_AutoML_20190416_020809	floor	2.4391087443122376e+20	0.2569015885853337	0.05313039685934526
-1194	XRT_1_AutoML_20190416_020809	total_household_count_in_sites	2.2828718363643373e+20	0.2404457786748191	0.049727133703200255
-1195	XRT_1_AutoML_20190416_020809	heat_fuel_gas	1.7674512197448054e+20	0.18615858237495642	0.038499876216488295
-1196	XRT_1_AutoML_20190416_020809	total_household_count_of_area_type	1.731447579551885e+20	0.18236646265828338	0.037715619386491844
-1197	XRT_1_AutoML_20190416_020809	bathroom_count	1.4676994570698149e+20	0.15458692564090099	0.03197047069188911
-1198	XRT_1_AutoML_20190416_020809	heat_type_district	1.030771568182328e+20	0.1085670550573603	0.022452997479740933
-1199	XRT_1_AutoML_20190416_020809	heat_fuel_cogeneration	9.588809239899616e+19	0.10099510044873147	0.020887024472050607
-1200	XRT_1_AutoML_20190416_020809	front_door_structure_stairway	4.474503031262334e+19	0.04712815447616766	0.009746679903209692
-1201	XRT_1_AutoML_20190416_020809	heat_type_individual	4.172101269642543e+19	0.043943077421596505	0.009087966935069561
-1202	XRT_1_AutoML_20190416_020809	front_door_structure_corridor	2.5147933193469428e+19	0.026487314278649917	0.005477901195988217
-1203	XRT_1_AutoML_20190416_020809	heat_type_central	2.2021658796865094e+19	0.023194534238751473	0.004796913930577735
-1204	XRT_1_AutoML_20190416_020809	front_door_structure_mixed	1.0533767795814957e+19	0.011094797174764547	0.0022945400229527242
-1205	GBM_3_AutoML_20190416_023643	supply_area	4.32773863589005e+20	1.0	0.2368136111724047
-1206	GBM_3_AutoML_20190416_023643	exclusive_use_area	4.114013278698765e+20	0.9506150035450721	0.22511857182417683
-1207	GBM_3_AutoML_20190416_023643	city	3.672456445858341e+20	0.8485855442846211	0.20095660713074168
-1208	GBM_3_AutoML_20190416_023643	total_parking_capacity_in_site	1.1193009019355031e+20	0.25863412652813905	0.06124808147554925
-1209	GBM_3_AutoML_20190416_023643	apartment_building_count_in_sites	1.0143883171628843e+20	0.2343922317190173	0.055507270824139546
-1210	GBM_3_AutoML_20190416_023643	total_household_count_in_sites	7.2510025480571716e+19	0.16754714547510835	0.039677444561588636
-1211	GBM_3_AutoML_20190416_023643	heat_type_district	6.030985325486224e+19	0.13935650539224123	0.033001517282303335
-1212	GBM_3_AutoML_20190416_023643	heat_fuel_cogeneration	5.381812110019369e+19	0.1243562184044078	0.02944924515209207
-1213	GBM_3_AutoML_20190416_023643	floor	4.9545726777911935e+19	0.1144841011585772	0.027111393417189548
-1214	GBM_3_AutoML_20190416_023643	total_household_count_of_area_type	3.3781830658394423e+19	0.07805885128607541	0.018485398457025227
-1215	GBM_3_AutoML_20190416_023643	bathroom_count	3.2696779807546933e+19	0.07555165077759475	0.01789165925067863
-1216	GBM_3_AutoML_20190416_023643	room_count	2.9005662098498257e+19	0.06702267520952754	0.015871881746803422
-1217	GBM_3_AutoML_20190416_023643	heat_type_individual	2.814297867827544e+19	0.06502929369367406	0.01539982187158984
-1218	GBM_3_AutoML_20190416_023643	heat_fuel_gas	1.622849475783426e+19	0.03749878660243234	0.008880223069905392
-1219	GBM_3_AutoML_20190416_023643	front_door_structure_stairway	1.1670314273749336e+19	0.026966310250270464	0.006385989310361982
-1220	GBM_3_AutoML_20190416_023643	front_door_structure_corridor	7.654860975471854e+18	0.017687900355141346	0.004188735557158682
-1221	GBM_3_AutoML_20190416_023643	heat_type_central	4.4812594752394363e+18	0.010354736855123907	0.002452142627401882
-1222	GBM_3_AutoML_20190416_023643	front_door_structure_mixed	2.8516207900324004e+18	0.006589170534430694	0.0015604052688893367
-1223	XGBoost_grid_1_AutoML_20190416_022142_model_11	supply_area	9.833616823237896e+20	1.0	0.22246110815806783
-1224	XGBoost_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	8.087503693711944e+20	0.8224342923958865	0.18295964407358528
-1225	XGBoost_grid_1_AutoML_20190416_022142_model_11	city	4.435926709782278e+20	0.4510981858983671	0.10035180232304483
-1226	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	3.7637933165823446e+20	0.38274760794910123	0.08514645700920676
-1227	XGBoost_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	3.4281562211655824e+20	0.34861600597091397	0.07755350300992911
-1228	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	2.6465255435879947e+20	0.26913043198245934	0.05987105413787741
-1229	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	2.161876651031774e+20	0.2198455247842306	0.04890707906709191
-1230	XGBoost_grid_1_AutoML_20190416_022142_model_11	floor	1.8745044217153087e+20	0.19062207277444987	0.04240599754879197
-1231	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	1.766968666081607e+20	0.17968654848397894	0.03997326869684433
-1232	XGBoost_grid_1_AutoML_20190416_022142_model_11	bathroom_count	1.583944664209456e+20	0.16107447470054193	0.03583280613786122
-1233	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	1.2468466257026351e+20	0.12679430652170645	0.028206801936952547
-1234	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_district	9.753765890782292e+19	0.09918798002921053	0.022065467953258477
-1235	XGBoost_grid_1_AutoML_20190416_022142_model_11	room_count	9.387785089188679e+19	0.09546624866452323	0.021237527469603498
-1236	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	7.570300284958671e+19	0.07698388518728161	0.01712592040907613
-1237	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.3082795269808456e+19	0.02347335236335559	0.005221907978936885
-1238	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_central	1.8885275490354987e+19	0.01920481124068923	0.0042723235905702435
-1239	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	1.6021122466789196e+19	0.01629219721977529	0.0036243802478410025
-1240	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.230168573625552e+19	0.01250982823246205	0.002782950251460591
-1241	GBM_3_AutoML_20190416_020809	supply_area	6.102433790082364e+20	1.0	0.3350493530209352
-1242	GBM_3_AutoML_20190416_020809	city	3.591136565868028e+20	0.5884761210689938	0.1971685436324359
-1243	GBM_3_AutoML_20190416_020809	exclusive_use_area	2.4261489326970372e+20	0.3975707096798	0.13320580905829105
-1244	GBM_3_AutoML_20190416_020809	total_parking_capacity_in_site	9.530626602994919e+19	0.156177468381288	0.052327159737598106
-1245	GBM_3_AutoML_20190416_020809	apartment_building_count_in_sites	8.69779844190343e+19	0.1425299928044944	0.047754581875224404
-1246	GBM_3_AutoML_20190416_020809	heat_fuel_gas	6.401145590679339e+19	0.10489496176234536	0.03514498907362955
-1247	GBM_3_AutoML_20190416_020809	total_household_count_in_sites	6.06160848353839e+19	0.0993309995987122	0.03328078715047129
-1248	GBM_3_AutoML_20190416_020809	floor	5.431199533511161e+19	0.08900054831136243	0.02981957613023047
-1249	GBM_3_AutoML_20190416_020809	bathroom_count	5.0670892210987205e+19	0.08303390737862197	0.027820456946007547
-1250	GBM_3_AutoML_20190416_020809	heat_type_district	4.756010553517172e+19	0.07793629094750049	0.026112503858811406
-1251	GBM_3_AutoML_20190416_020809	total_household_count_of_area_type	3.9339910315313725e+19	0.06446593550797503	0.021599269983836364
-1252	GBM_3_AutoML_20190416_020809	heat_fuel_cogeneration	3.1947563788287345e+19	0.05235216781902381	0.01754055995700735
-1253	GBM_3_AutoML_20190416_020809	room_count	2.9376210711198302e+19	0.04813851607688121	0.016128778666946935
-1254	GBM_3_AutoML_20190416_020809	front_door_structure_corridor	1.530392092759556e+19	0.02507838913790002	0.00840249805546065
-1255	GBM_3_AutoML_20190416_020809	heat_type_individual	1.437848727926394e+19	0.02356188985226151	0.007894395950950758
-1256	GBM_3_AutoML_20190416_020809	front_door_structure_stairway	1.1921631845533352e+19	0.0195358643053339	0.006545478696206904
-1257	GBM_3_AutoML_20190416_020809	heat_type_central	4.98625829392928e+18	0.008170933869094843	0.0027376661064170736
-1258	GBM_3_AutoML_20190416_020809	front_door_structure_mixed	2.6730043014664684e+18	0.004380226633201032	0.0014675920995390747
-1259	GBM_grid_1_AutoML_20190416_023844_model_4	supply_area	1.1154070826608042e+21	1.0	0.3693420574268183
-1260	GBM_grid_1_AutoML_20190416_023844_model_4	city	5.086467805675017e+20	0.45601896247074614	0.1684269818245884
-1261	GBM_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	4.2474785091870523e+20	0.3808007475669502	0.14064573157604784
-1262	GBM_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	1.5598898126997632e+20	0.139849373107677	0.051652255193440175
-1263	GBM_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	1.5171546984388074e+20	0.13601802624559584	0.050237177660683335
-1264	GBM_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	1.1573265879923687e+20	0.10375822477579805	0.038322276213647526
-1265	GBM_grid_1_AutoML_20190416_023844_model_4	floor	1.0230098956995317e+20	0.09171628113200976	0.033874679972832965
-1266	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	8.649510530039415e+19	0.07754577377620736	0.02864091563125904
-1267	GBM_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	7.978352799477504e+19	0.07152861877517525	0.026418527223321768
-1268	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_district	7.652413572539587e+19	0.06860646387760737	0.025339252521334194
-1269	GBM_grid_1_AutoML_20190416_023844_model_4	bathroom_count	6.25271196073423e+19	0.05605766771552483	0.020704454328600873
-1270	GBM_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	5.322686971747343e+19	0.047719680594550916	0.017624885010542053
-1271	GBM_grid_1_AutoML_20190416_023844_model_4	room_count	3.1721297489430577e+19	0.028439211102873226	0.010503796740330812
-1272	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	1.8704742278143934e+19	0.016769431151112797	0.006193656203229378
-1273	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	1.4511093879131865e+19	0.013009684181416209	0.0048050235220373945
-1274	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_central	1.1058343693915259e+19	0.009914177402868533	0.003661722679669934
-1275	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	1.0891893026632761e+19	0.009764948776055953	0.003606606271615997
-1276	GBM_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	0.0	0.0	0.0
-1277	DRF_1_AutoML_20190416_020809	supply_area	1.1170797477099072e+21	1.0	0.2156242144548846
-1278	DRF_1_AutoML_20190416_020809	city	8.535736409312503e+20	0.7641116425941271	0.1647609726901902
-1279	DRF_1_AutoML_20190416_020809	exclusive_use_area	8.532812587991921e+20	0.7638499046719621	0.1647045356563303
-1280	DRF_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.478747477948393e+20	0.31141442543203135	0.067148490853701
-1281	DRF_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.8327627582411584e+20	0.25358643946849124	0.05467937680680457
-1282	DRF_1_AutoML_20190416_020809	total_household_count_in_sites	2.78551524825981e+20	0.24935688378294513	0.0537673821846155
-1283	DRF_1_AutoML_20190416_020809	floor	2.66502443090114e+20	0.23857065141182884	0.051441609302665704
-1284	DRF_1_AutoML_20190416_020809	heat_fuel_cogeneration	2.517990171394934e+20	0.22540827336248756	0.04860348187541827
-1285	DRF_1_AutoML_20190416_020809	room_count	2.208323892469962e+20	0.19768721946639733	0.042626151405212295
-1286	DRF_1_AutoML_20190416_020809	bathroom_count	2.0065042231060962e+20	0.1796204995408405	0.0387305291134877
-1287	DRF_1_AutoML_20190416_020809	total_household_count_of_area_type	1.8004527533892462e+20	0.16117495255645822	0.0347532225347896
-1288	DRF_1_AutoML_20190416_020809	heat_fuel_gas	1.029050964426254e+20	0.09211974046936948	0.019863246674495637
-1289	DRF_1_AutoML_20190416_020809	heat_type_individual	5.433164580692322e+19	0.04863721316074967	0.010487360881061423
-1290	DRF_1_AutoML_20190416_020809	front_door_structure_mixed	4.485443171958705e+19	0.04015329416860508	0.00865802251288137
-1291	DRF_1_AutoML_20190416_020809	heat_type_district	3.921345768202646e+19	0.03510354364799544	0.0075691740236817715
-1292	DRF_1_AutoML_20190416_020809	front_door_structure_corridor	3.179746505793313e+19	0.02846481204508469	0.006137702736827323
-1293	DRF_1_AutoML_20190416_020809	front_door_structure_stairway	3.11031278630391e+19	0.027843247473425883	0.006003678364330407
-1294	DRF_1_AutoML_20190416_020809	heat_type_central	2.3006605711073346e+19	0.0205953118013629	0.0044408479286222905
-1295	GBM_3_AutoML_20190416_021340	supply_area	3.9495949487090486e+20	1.0	0.21856462602590887
-1296	GBM_3_AutoML_20190416_021340	city	3.359772931104891e+20	0.8506626564840669	0.18592476538864627
-1297	GBM_3_AutoML_20190416_021340	exclusive_use_area	3.2979508227513254e+20	0.8350098847045777	0.18250362317839333
-1298	GBM_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.1500419276341667e+20	0.29117971401347514	0.06364158529968629
-1299	GBM_3_AutoML_20190416_021340	apartment_building_count_in_sites	9.92769103811041e+19	0.2513597259221567	0.05493834449415114
-1300	GBM_3_AutoML_20190416_021340	heat_fuel_gas	8.790487272124947e+19	0.22256680460354994	0.04864523041395643
-1301	GBM_3_AutoML_20190416_021340	total_household_count_in_sites	8.35578963262324e+19	0.21156067245210514	0.046239679256284166
-1302	GBM_3_AutoML_20190416_021340	room_count	7.3197893149047914e+19	0.18533012650568922	0.04050660979105035
-1303	GBM_3_AutoML_20190416_021340	total_household_count_of_area_type	5.1183137086182e+19	0.1295908510894555	0.02832397590474609
-1304	GBM_3_AutoML_20190416_021340	floor	4.986117226587436e+19	0.12624376148286248	0.027592420516605876
-1305	GBM_3_AutoML_20190416_021340	bathroom_count	4.979736100904475e+19	0.12608219742969173	0.027557108329745384
-1306	GBM_3_AutoML_20190416_021340	heat_type_district	4.970477333389299e+19	0.12584777421325022	0.02750587170711205
-1307	GBM_3_AutoML_20190416_021340	heat_type_individual	2.531103035028721e+19	0.06408512943475454	0.01400674234872909
-1308	GBM_3_AutoML_20190416_021340	heat_fuel_cogeneration	2.1285553354255106e+19	0.05389300328433028	0.011779104108252728
-1309	GBM_3_AutoML_20190416_021340	front_door_structure_stairway	1.8540422464396067e+19	0.04694259210164355	0.010259990087382508
-1310	GBM_3_AutoML_20190416_021340	front_door_structure_corridor	1.299036924235953e+19	0.03289038347237485	0.0071886743634883435
-1311	GBM_3_AutoML_20190416_021340	heat_type_central	5.246283448049467e+18	0.013283092358025854	0.0029032141136995284
-1312	GBM_3_AutoML_20190416_021340	front_door_structure_mixed	3.4667274519068017e+18	0.008777425272533135	0.001918434672161566
-1313	XGBoost_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.413198389263844e+20	1.0	0.2019751738695601
-1314	XGBoost_grid_1_AutoML_20190416_015849_model_4	city	7.599362752225907e+20	0.9032667958862731	0.18243746814973047
-1315	XGBoost_grid_1_AutoML_20190416_015849_model_4	supply_area	6.49953587247599e+20	0.7725404265719094	0.1560339869781255
-1316	XGBoost_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	3.240229804808434e+20	0.38513650277679407	0.0777880121118573
-1317	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	2.820988835887212e+20	0.3353051604592019	0.06772331808310805
-1318	XGBoost_grid_1_AutoML_20190416_015849_model_4	room_count	2.6598546151882673e+20	0.3161526083329416	0.06385497803736082
-1319	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	2.360621030353215e+20	0.28058544695268617	0.05667129443353702
-1320	XGBoost_grid_1_AutoML_20190416_015849_model_4	bathroom_count	1.5358242299565834e+20	0.1825493895302008	0.03687044469014436
-1321	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	1.4964826483835955e+20	0.17787321529149605	0.03592597358523761
-1322	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_district	1.3035554772214612e+20	0.1549417257157444	0.03129438199108717
-1323	XGBoost_grid_1_AutoML_20190416_015849_model_4	floor	1.1623613836773504e+20	0.13815927426133798	0.02790474344062598
-1324	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	1.010476166830327e+20	0.12010606669156935	0.0242584437028187
-1325	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	9.417183391287502e+19	0.11193345212570825	0.022607778454910007
-1326	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	2.849239467748963e+19	0.03386630548716054	0.006840152939088887
-1327	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	1.5195562957166608e+19	0.018061576886808945	0.0036479901320716646
-1328	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.724092602774716e+18	0.010369531537384888	0.0020943879352091996
-1329	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_central	5.953183113046655e+18	0.007076004674564151	0.0014291772744469146
-1330	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	2.6754518143498977e+18	0.0031800650484648803	0.0006422941910802052
-1331	GBM_grid_1_AutoML_20190416_023844_model_62	supply_area	3.680065770009993e+20	1.0	0.2337824823316256
-1332	GBM_grid_1_AutoML_20190416_023844_model_62	city	2.213028218940099e+20	0.6013556162432635	0.14058640872941455
-1333	GBM_grid_1_AutoML_20190416_023844_model_62	exclusive_use_area	1.763063728545328e+20	0.47908484215501956	0.1120016436464555
-1334	GBM_grid_1_AutoML_20190416_023844_model_62	apartment_building_count_in_sites	1.3048098880473583e+20	0.35456156753519524	0.08289028339777026
-1335	GBM_grid_1_AutoML_20190416_023844_model_62	room_count	1.1621414813517952e+20	0.315793671630124	0.07382702845830864
-1336	GBM_grid_1_AutoML_20190416_023844_model_62	total_parking_capacity_in_site	1.1170097835860086e+20	0.303529842506857	0.0709599600429804
-1337	GBM_grid_1_AutoML_20190416_023844_model_62	total_household_count_in_sites	8.790027236459885e+19	0.2388551668856727	0.055840153832267266
-1338	GBM_grid_1_AutoML_20190416_023844_model_62	total_household_count_of_area_type	8.043792213125523e+19	0.21857740366155687	0.05109956800960051
-1339	GBM_grid_1_AutoML_20190416_023844_model_62	heat_fuel_cogeneration	7.630399590532907e+19	0.2073441092470526	0.04847342055661572
-1340	GBM_grid_1_AutoML_20190416_023844_model_62	floor	6.433806803484751e+19	0.17482858203013257	0.040871859889522626
-1341	GBM_grid_1_AutoML_20190416_023844_model_62	bathroom_count	5.812823746740119e+19	0.15795434402587688	0.036926958641433076
-1342	GBM_grid_1_AutoML_20190416_023844_model_62	heat_fuel_gas	2.8719709910439297e+19	0.07804129519772499	0.01824468771569932
-1343	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_individual	2.407719358596907e+19	0.06542598717170126	0.015295449689997413
-1344	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_stairway	1.0597182128946938e+19	0.028796175914318406	0.006732041486907526
-1345	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_corridor	6.204698596923671e+18	0.016860292681418088	0.003941641075899661
-1346	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_central	5.542086710537486e+18	0.015059749083023691	0.003520705523920701
-1347	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_district	4.707510655811322e+18	0.012791919900384115	0.0029905267880991192
-1348	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_mixed	3.1721776326744474e+18	0.008619893857673727	0.0020151801834820964
-1349	XGBoost_grid_1_AutoML_20190416_023844_model_8	exclusive_use_area	7.027933365131186e+20	1.0	0.21600079388822852
-1350	XGBoost_grid_1_AutoML_20190416_023844_model_8	supply_area	6.270605237042796e+20	0.8922402805004038	0.19272460892714294
-1351	XGBoost_grid_1_AutoML_20190416_023844_model_8	city	4.470308526343764e+20	0.6360772497535369	0.13739319092100497
-1352	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_parking_capacity_in_site	2.539890507879767e+20	0.36139934400649465	0.07806254521608785
-1353	XGBoost_grid_1_AutoML_20190416_023844_model_8	floor	2.4111927598095165e+20	0.343087026375713	0.0741070700699056
-1354	XGBoost_grid_1_AutoML_20190416_023844_model_8	apartment_building_count_in_sites	2.275836193399594e+20	0.32382722987828333	0.06994693873633508
-1355	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_household_count_in_sites	1.546007642770254e+20	0.21998040710526795	0.047515942574593587
-1356	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_household_count_of_area_type	1.3787349805948312e+20	0.19617929040639037	0.04237488247220965
-1357	XGBoost_grid_1_AutoML_20190416_023844_model_8	room_count	9.720882576628069e+19	0.13831779659235025	0.029876753872818164
-1358	XGBoost_grid_1_AutoML_20190416_023844_model_8	bathroom_count	8.241218761790377e+19	0.11726375783069969	0.025329064785748107
-1359	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_fuel_cogeneration	7.433636267281927e+19	0.1057727198178005	0.022846991452362072
-1360	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_individual	6.7212292584923726e+19	0.09563592750949357	0.020657436266287684
-1361	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_district	4.578498359454597e+19	0.06514715097002251	0.01407183632908114
-1362	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_fuel_gas	4.025705254646029e+19	0.05728149436674238	0.012372848258320445
-1363	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_stairway	1.7663390417430774e+19	0.025133121644361326	0.005428774228071466
-1364	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_mixed	1.4328374837804794e+19	0.020387749987634287	0.004403770182923728
-1365	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_corridor	1.2110903976161968e+19	0.017232525334189622	0.003722239152883969
-1366	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_central	1.0295600383099142e+19	0.014649541832852823	0.003164312665995024
-1367	GBM_3_AutoML_20190416_023844	supply_area	5.1228561869767285e+20	1.0	0.2813816706936355
-1368	GBM_3_AutoML_20190416_023844	city	3.424925592120386e+20	0.6685578253840496	0.1881199178618677
-1369	GBM_3_AutoML_20190416_023844	exclusive_use_area	3.2797724650679094e+20	0.6402234115815534	0.18014713316799655
-1370	GBM_3_AutoML_20190416_023844	apartment_building_count_in_sites	1.0239290874203524e+20	0.1998746500093784	0.05624106294894457
-1371	GBM_3_AutoML_20190416_023844	heat_type_district	8.639361597910391e+19	0.16864345362404054	0.04745317673227717
-1372	GBM_3_AutoML_20190416_023844	total_household_count_in_sites	8.332764099919007e+19	0.1626585599084837	0.04576913733966995
-1373	GBM_3_AutoML_20190416_023844	total_parking_capacity_in_site	7.366944289987546e+19	0.14380540895752092	0.04046420622724873
-1374	GBM_3_AutoML_20190416_023844	bathroom_count	5.4895726058297885e+19	0.10715843672881785	0.030152419955673002
-1375	GBM_3_AutoML_20190416_023844	floor	4.814107428514903e+19	0.09397311290434575	0.026442311509306447
-1376	GBM_3_AutoML_20190416_023844	total_household_count_of_area_type	4.320770634880647e+19	0.08434300080226466	0.023732574477055873
-1377	GBM_3_AutoML_20190416_023844	heat_type_individual	4.235454250025694e+19	0.08267759420600214	0.023263959586615323
-1378	GBM_3_AutoML_20190416_023844	heat_fuel_gas	3.656355769327236e+19	0.07137338304796424	0.020083161765092984
-1379	GBM_3_AutoML_20190416_023844	front_door_structure_stairway	2.231667975682995e+19	0.04356296359355779	0.01225781947632131
-1380	GBM_3_AutoML_20190416_023844	room_count	1.577091760077249e+19	0.030785399833915213	0.008662447238238632
-1381	GBM_3_AutoML_20190416_023844	heat_fuel_cogeneration	1.402049398984147e+19	0.027368509827553275	0.0077009970196721235
-1382	GBM_3_AutoML_20190416_023844	front_door_structure_corridor	6.761992112775889e+18	0.013199652432106438	0.003714140253921419
-1383	GBM_3_AutoML_20190416_023844	front_door_structure_mixed	5.052128386281898e+18	0.009861936782698226	0.0027749682481906434
-1384	GBM_3_AutoML_20190416_023844	heat_type_central	2.983785661103866e+18	0.005824457201607991	0.0016388954982720335
-1385	XRT_1_AutoML_20190416_015849	supply_area	1.3856047644295477e+21	1.0	0.24183329156384445
-1386	XRT_1_AutoML_20190416_015849	city	1.0793112242286389e+21	0.7789459533743668	0.18837506385486003
-1387	XRT_1_AutoML_20190416_015849	exclusive_use_area	8.787476369483445e+20	0.6341979036930666	0.1533701665529843
-1388	XRT_1_AutoML_20190416_015849	apartment_building_count_in_sites	3.428062278892105e+20	0.2474054915871652	0.05983088438149519
-1389	XRT_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.9779581065401414e+20	0.21492117976125494	0.051975096328448996
-1390	XRT_1_AutoML_20190416_015849	floor	2.7349641016611806e+20	0.19738414386783398	0.04773405721406972
-1391	XRT_1_AutoML_20190416_015849	total_household_count_in_sites	2.5591331928188702e+20	0.18469431244143153	0.04466523351083249
-1392	XRT_1_AutoML_20190416_015849	bathroom_count	2.3628724783231795e+20	0.17053004860992751	0.04123984296588117
-1393	XRT_1_AutoML_20190416_015849	total_household_count_of_area_type	1.8613252355401345e+20	0.1343330568227687	0.032486205297283105
-1394	XRT_1_AutoML_20190416_015849	room_count	1.4047756380652175e+20	0.10138357445989025	0.024517923522143374
-1395	XRT_1_AutoML_20190416_015849	heat_type_district	1.4009579577717188e+20	0.1011080499819508	0.024451292530736867
-1396	XRT_1_AutoML_20190416_015849	heat_fuel_gas	1.1994803684654868e+20	0.08656728089119352	0.02093485047964922
-1397	XRT_1_AutoML_20190416_015849	heat_type_individual	1.1448061412236277e+20	0.08262140623447865	0.019980606623317514
-1398	XRT_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1392588851591722e+20	0.08222105714454613	0.01988378888512454
-1399	XRT_1_AutoML_20190416_015849	front_door_structure_stairway	7.2665865860646175e+19	0.052443429559483834	0.012682567191266592
-1400	XRT_1_AutoML_20190416_015849	front_door_structure_mixed	4.138696347172104e+19	0.029869241600623403	0.007223377012794472
-1401	XRT_1_AutoML_20190416_015849	front_door_structure_corridor	3.109235045006364e+19	0.02243955220727343	0.005426630771503665
-1402	XRT_1_AutoML_20190416_015849	heat_type_central	1.9418263751919403e+19	0.014014287660099007	0.0033891213137643107
-1403	GBM_grid_1_AutoML_20190416_023844_model_23	supply_area	7.231201223250228e+20	1.0	0.3875933972730912
-1404	GBM_grid_1_AutoML_20190416_023844_model_23	city	2.6837226376821683e+20	0.3711309580285622	0.14384790885550747
-1405	GBM_grid_1_AutoML_20190416_023844_model_23	exclusive_use_area	2.2051061057205777e+20	0.3049432642851339	0.11819399577982115
-1406	GBM_grid_1_AutoML_20190416_023844_model_23	apartment_building_count_in_sites	1.0475100933989387e+20	0.1448597627225358	0.05614668756180155
-1407	GBM_grid_1_AutoML_20190416_023844_model_23	total_parking_capacity_in_site	9.804727814925058e+19	0.13558919897568691	0.05255347826452363
-1408	GBM_grid_1_AutoML_20190416_023844_model_23	floor	8.600475829877814e+19	0.11893564519024868	0.04609867077615548
-1409	GBM_grid_1_AutoML_20190416_023844_model_23	total_household_count_in_sites	8.188385908661787e+19	0.1132368697241332	0.043889863032947236
-1410	GBM_grid_1_AutoML_20190416_023844_model_23	total_household_count_of_area_type	6.598923103455779e+19	0.09125625051393249	0.03537032015909937
-1411	GBM_grid_1_AutoML_20190416_023844_model_23	heat_fuel_cogeneration	6.213374953129614e+19	0.08592452016342689	0.033303776679202854
-1412	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_individual	4.799008934842283e+19	0.0663653075980267	0.02572275503299286
-1413	GBM_grid_1_AutoML_20190416_023844_model_23	bathroom_count	3.7078104945815716e+19	0.05127516687905155	0.019873916126396277
-1414	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_district	3.1342966533429133e+19	0.04334406631176739	0.016799873913408068
-1415	GBM_grid_1_AutoML_20190416_023844_model_23	room_count	1.2879538470279709e+19	0.017811063573875636	0.0069034506396454635
-1416	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_stairway	1.1915088651836457e+19	0.016477329677296617	0.006386504187612123
-1417	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_corridor	8.395983489639383e+18	0.011610772858379423	0.00450025889714548
-1418	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_central	3.039737883696038e+18	0.004203641677018301	0.0016293037585142778
-1419	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_mixed	2.2123805351230833e+18	0.0030594924229320206	0.001185839062135503
-1420	GBM_grid_1_AutoML_20190416_023844_model_23	heat_fuel_gas	0.0	0.0	0.0
-1421	XGBoost_grid_1_AutoML_20190416_020809_model_2	supply_area	8.618346500227313e+20	1.0	0.23948476962851303
-1422	XGBoost_grid_1_AutoML_20190416_020809_model_2	city	7.929333052674041e+20	0.9200527099328045	0.2203386112843468
-1423	XGBoost_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	6.259336386350185e+20	0.7262804281755314	0.17393310102731493
-1424	XGBoost_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	2.0722319726833828e+20	0.24044426301828623	0.05758273893743188
-1425	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	1.7653533515590087e+20	0.20483666460990477	0.04905526143557603
-1426	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	1.594452652855646e+20	0.1850067936829404	0.04430630936486882
-1427	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	1.49646857463476e+20	0.1736375503810725	0.041583548751870474
-1428	XGBoost_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.393663885593983e+20	0.16170896419135902	0.03872683403623308
-1429	XGBoost_grid_1_AutoML_20190416_020809_model_2	room_count	1.3442092599515021e+20	0.1559706679136245	0.03735259947409967
-1430	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	8.416441332839272e+19	0.09765726328846587	0.023387427201189293
-1431	XGBoost_grid_1_AutoML_20190416_020809_model_2	floor	6.99349604522273e+19	0.08114661025799175	0.019433377263769886
-1432	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_district	6.962890039551957e+19	0.08079148406679063	0.019348329949681036
-1433	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	6.635766858493251e+19	0.07699582348328915	0.01843932704925316
-1434	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	2.3231194155186127e+19	0.026955511889169684	0.006455434554996446
-1435	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	1.7902913527983636e+19	0.02077302592499784	0.004974823328135236
-1436	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.363238177839933e+19	0.015817862252393507	0.003788137097530011
-1437	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_central	3.8205604642076754e+18	0.004433055069330186	0.0010616491720290514
-1438	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.690824086417834e+18	0.0031222045740988275	0.0007477204431611473
-1439	GBM_3_AutoML_20190416_015849	supply_area	4.7151231465564615e+20	1.0	0.2628691120651018
-1440	GBM_3_AutoML_20190416_015849	city	3.4413158800142474e+20	0.7298464479188633	0.19185408770830012
-1441	GBM_3_AutoML_20190416_015849	exclusive_use_area	3.3681964216266785e+20	0.7143390144723012	0.18777766244779368
-1442	GBM_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.0320214930007838e+20	0.21887476974052894	0.05753541637514644
-1443	GBM_3_AutoML_20190416_015849	apartment_building_count_in_sites	9.258548492459888e+19	0.19635857229352685	0.051616603545170496
-1444	GBM_3_AutoML_20190416_015849	total_household_count_in_sites	8.674992811524751e+19	0.18398231693821726	0.0483632682892293
-1445	GBM_3_AutoML_20190416_015849	floor	5.589223543678383e+19	0.11853823049691274	0.031160039396491816
-1446	GBM_3_AutoML_20190416_015849	bathroom_count	5.327604427551408e+19	0.11298971971585202	0.02970150729419074
-1447	GBM_3_AutoML_20190416_015849	heat_type_individual	4.466693420072567e+19	0.09473121446116783	0.024901910230255918
-1448	GBM_3_AutoML_20190416_015849	heat_type_district	4.120463805555671e+19	0.08738825429331404	0.022971672811002777
-1449	GBM_3_AutoML_20190416_015849	heat_fuel_gas	4.120133512262687e+19	0.08738124931629186	0.022969831418912918
-1450	GBM_3_AutoML_20190416_015849	total_household_count_of_area_type	3.920547522760881e+19	0.0831483590332975	0.021857135308753196
-1451	GBM_3_AutoML_20190416_015849	room_count	2.903770186733165e+19	0.061584185534026614	0.01618858016858206
-1452	GBM_3_AutoML_20190416_015849	heat_fuel_cogeneration	2.582063199952883e+19	0.054761309931822454	0.014395056917300005
-1453	GBM_3_AutoML_20190416_015849	front_door_structure_stairway	1.091785359567618e+19	0.023154970201891088	0.006086726456865
-1454	GBM_3_AutoML_20190416_015849	heat_type_central	8.196000466488787e+18	0.017382367780732242	0.004569287584110118
-1455	GBM_3_AutoML_20190416_015849	front_door_structure_mixed	4.699382516102988e+18	0.009966616713998299	0.0026199156859019346
-1456	GBM_3_AutoML_20190416_015849	front_door_structure_corridor	4.5958324351443927e+18	0.009747004038485848	0.0025621862968917357
-1457	GBM_grid_1_AutoML_20190416_021340_model_12	supply_area	5.854372144907077e+21	1.0	0.34272268271486
-1458	GBM_grid_1_AutoML_20190416_021340_model_12	city	2.8581802301131074e+21	0.48821293887159845	0.16732164814618017
-1459	GBM_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	2.3299002532606887e+21	0.3979761100919337	0.13639544010713198
-1460	GBM_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	9.755632773565325e+20	0.1666384119781673	0.05711076359650156
-1461	GBM_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	9.082557142880852e+20	0.155141438194736	0.05317048989834156
-1462	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	7.258353706878621e+20	0.12398176144632209	0.0424913618905973
-1463	GBM_grid_1_AutoML_20190416_021340_model_12	floor	7.182010656320274e+20	0.12267772663834083	0.04204443958285241
-1464	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	6.141256226245181e+20	0.10490033899856666	0.03595172559928701
-1465	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	3.6215791401304483e+20	0.06186110227517714	0.021201202927447038
-1466	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_gas	3.3506267535803993e+20	0.05723289655399216	0.01961501184652626
-1467	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_district	3.22875794028887e+20	0.055151224766223306	0.018901575706890276
-1468	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	3.204732643651732e+20	0.05474084264423882	0.01876092844510554
-1469	GBM_grid_1_AutoML_20190416_021340_model_12	bathroom_count	3.018643907048783e+20	0.05156221422778542	0.017671540386864942
-1470	GBM_grid_1_AutoML_20190416_021340_model_12	room_count	2.028574851951839e+20	0.03465059619956971	0.011875545287185863
-1471	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.1024548005012308e+20	0.01883130715324093	0.006453916106586265
-1472	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	8.422365501489729e+19	0.014386453906618558	0.00493056407762999
-1473	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_central	2.958791727708006e+19	0.005053986413012645	0.001732115781872146
-1474	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	2.8168955739993276e+19	0.004811610031401649	0.0016490478981397048
-1475	GBM_grid_1_AutoML_20190416_023844_model_46	exclusive_use_area	5.494832405574278e+20	1.0	0.17812151042913002
-1476	GBM_grid_1_AutoML_20190416_023844_model_46	supply_area	4.2535421838728416e+20	0.7740986202887281	0.13788361546693384
-1477	GBM_grid_1_AutoML_20190416_023844_model_46	city	3.138443879261489e+20	0.571162803087073	0.10173638118680521
-1478	GBM_grid_1_AutoML_20190416_023844_model_46	total_household_count_in_sites	2.4199753068484703e+20	0.4404093024554318	0.07844637016040107
-1479	GBM_grid_1_AutoML_20190416_023844_model_46	apartment_building_count_in_sites	2.2859149327063004e+20	0.4160117659616579	0.07410064410938025
-1480	GBM_grid_1_AutoML_20190416_023844_model_46	total_parking_capacity_in_site	2.087990349254529e+20	0.3799916348925128	0.06768468395748888
-1481	GBM_grid_1_AutoML_20190416_023844_model_46	total_household_count_of_area_type	1.9129333206763124e+20	0.3481331512014309	0.062010002722451565
-1482	GBM_grid_1_AutoML_20190416_023844_model_46	floor	1.8958129570616076e+20	0.34501743040213284	0.06145502582760514
-1483	GBM_grid_1_AutoML_20190416_023844_model_46	bathroom_count	1.8368432457532834e+20	0.3342855814655753	0.059543452685328256
-1484	GBM_grid_1_AutoML_20190416_023844_model_46	heat_fuel_gas	1.1039723024694221e+20	0.2009110052837077	0.03578657172296894
-1485	GBM_grid_1_AutoML_20190416_023844_model_46	room_count	1.0985598025500669e+20	0.19992598890470686	0.035611119117743874
-1486	GBM_grid_1_AutoML_20190416_023844_model_46	heat_fuel_cogeneration	9.036240435463114e+19	0.16444979152223504	0.029292045255696047
-1487	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_district	7.945152825974483e+19	0.14459317845462322	0.02575515534408623
-1488	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_corridor	4.428940149016599e+19	0.08060191507430917	0.014356934856516412
-1489	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_stairway	3.8620284352980845e+19	0.07028473573425494	0.012519223289097737
-1490	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_individual	3.803314954179497e+19	0.06921621395260741	0.012328896575424256
-1491	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_central	2.525921256629338e+19	0.0459690318137255	0.008188073379625516
-1492	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_mixed	1.5980577975514956e+19	0.029082921545165466	0.005180293913316761
-1493	XGBoost_grid_1_AutoML_20190416_015849_model_1	supply_area	6.938442618410684e+20	1.0	0.24419937973032768
-1494	XGBoost_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	4.4443315525868585e+20	0.6405373362595993	0.15641882020871048
-1495	XGBoost_grid_1_AutoML_20190416_015849_model_1	city	4.3576685738511355e+20	0.6280470724494225	0.15336870553359716
-1496	XGBoost_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	2.434514017161157e+20	0.3508732652340945	0.08568303373412063
-1497	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.9192139070160293e+20	0.2766058628089719	0.06754698012772305
-1498	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.6302100024439446e+20	0.2349533017853738	0.057375450561580776
-1499	XGBoost_grid_1_AutoML_20190416_015849_model_1	room_count	1.1941409640791461e+20	0.17210504283923522	0.042027944709802714
-1500	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	1.0909358768839983e+20	0.15723065490075172	0.038395628401356775
-1501	XGBoost_grid_1_AutoML_20190416_015849_model_1	floor	9.076370850658333e+19	0.1308127969030803	0.031944403864521534
-1502	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	8.649875567899836e+19	0.12466595234135082	0.03044334823524846
-1503	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	8.110919597024503e+19	0.1168982730433301	0.028546485768727696
-1504	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_district	6.583434063252973e+19	0.0948834547652564	0.02317048080034622
-1505	XGBoost_grid_1_AutoML_20190416_015849_model_1	bathroom_count	4.9632174780134195e+19	0.07153215427398449	0.017468107704481123
-1506	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	2.648870845870506e+19	0.03817673491803345	0.009322734987112911
-1507	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	1.590147910901275e+19	0.02291793704082709	0.005596546010068677
-1508	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	1.4567769305497207e+19	0.020995733634580512	0.00512714513054774
-1509	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	4.833372301598654e+18	0.006966076636237693	0.0017011115937231721
-1510	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_central	4.72705447499504e+18	0.0068128465348291905	0.0016636928980032007
-1511	XGBoost_grid_1_AutoML_20190416_023844_model_5	supply_area	8.766150417872962e+20	1.0	0.250813232353097
-1512	XGBoost_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	6.730386870937793e+20	0.7677699503325279	0.19256686294647807
-1513	XGBoost_grid_1_AutoML_20190416_023844_model_5	city	6.498400120944963e+20	0.7413060250136284	0.1859293602964939
-1514	XGBoost_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	2.5387730522222258e+20	0.28961093880456584	0.07263825568638813
-1515	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	2.1706873455683987e+20	0.24762150340731878	0.062106749669723044
-1516	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	1.7328890832763643e+20	0.197679597163111	0.04958065873473797
-1517	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	1.260653061271223e+20	0.14380919801477815	0.03606924979619308
-1518	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_district	1.057816915397711e+20	0.12067063248663511	0.030265791384065585
-1519	XGBoost_grid_1_AutoML_20190416_023844_model_5	floor	9.574845442226861e+19	0.10922520132332068	0.027395125798319826
-1520	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	9.22669256197066e+19	0.10525364181703654	0.02639900612106603
-1521	XGBoost_grid_1_AutoML_20190416_023844_model_5	room_count	7.155409247919722e+19	0.08162544454326082	0.02047274158815371
-1522	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	5.1981985060319396e+19	0.05929853194662888	0.014872856471327373
-1523	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	3.825863298837276e+19	0.04364359629326999	0.01094639145782869
-1524	XGBoost_grid_1_AutoML_20190416_023844_model_5	bathroom_count	2.458933070902434e+19	0.02805031802658795	0.007035390932780868
-1525	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	1.8326290375863435e+19	0.0209057448278536	0.005243437435023
-1526	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	1.4851693994114548e+19	0.01694209349161293	0.004249301231459806
-1527	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_central	8.297275383011607e+18	0.009465130059934422	0.002373979864974615
-1528	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	3.6405154351593554e+18	0.00415292375971196	0.001041608231889333
-1529	GBM_2_AutoML_20190416_015849	supply_area	4.6790598688528505e+20	1.0	0.26077123751780273
-1530	GBM_2_AutoML_20190416_015849	city	3.45876803225775e+20	0.7392014911546162	0.19276248762339437
-1531	GBM_2_AutoML_20190416_015849	exclusive_use_area	2.912707281126519e+20	0.6224983998421498	0.1623296780796894
-1532	GBM_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.0844859657536039e+20	0.23177432991886115	0.06044007883780091
-1533	GBM_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.0790844609505264e+20	0.23061993032696157	0.060139044627631214
-1534	GBM_2_AutoML_20190416_015849	heat_fuel_gas	9.913399146167927e+19	0.2118673285665473	0.05524890545988946
-1535	GBM_2_AutoML_20190416_015849	total_household_count_in_sites	7.387021372310736e+19	0.15787405118459805	0.041169011699356564
-1536	GBM_2_AutoML_20190416_015849	bathroom_count	6.616611166914137e+19	0.1414089871121121	0.03687539656536449
-1537	GBM_2_AutoML_20190416_015849	room_count	5.439700957417125e+19	0.11625628031878033	0.030316294087944916
-1538	GBM_2_AutoML_20190416_015849	floor	3.826597772604631e+19	0.08178133812899438	0.02132622074975973
-1539	GBM_2_AutoML_20190416_015849	heat_type_individual	3.31444921462843e+19	0.07083579410239567	0.01847193768863799
-1540	GBM_2_AutoML_20190416_015849	total_household_count_of_area_type	3.0238520297467675e+19	0.06462520494502916	0.01685239466835688
-1541	GBM_2_AutoML_20190416_015849	heat_fuel_cogeneration	2.8240811023891694e+19	0.060355737723901785	0.0157390404175618
-1542	GBM_2_AutoML_20190416_015849	heat_type_district	1.9338903201649787e+19	0.041330745371272716	0.010777869617999983
-1543	GBM_2_AutoML_20190416_015849	front_door_structure_stairway	1.6958245023235703e+19	0.03624284685075701	0.009451092024440104
-1544	GBM_2_AutoML_20190416_015849	heat_type_central	6.120979032805736e+18	0.013081642903420248	0.00341131620869088
-1545	GBM_2_AutoML_20190416_015849	front_door_structure_corridor	4.649649955911238e+18	0.00993714567933318	0.0025913217761943997
-1546	GBM_2_AutoML_20190416_015849	front_door_structure_mixed	2.3804693372920136e+18	0.005087494932770812	0.0013266723494841952
-1547	GBM_grid_1_AutoML_20190416_022142_model_40	supply_area	7.255391182748742e+20	1.0	0.22565957460010516
-1548	GBM_grid_1_AutoML_20190416_022142_model_40	city	5.730196855287636e+20	0.7897846871320207	0.17822247652388892
-1549	GBM_grid_1_AutoML_20190416_022142_model_40	exclusive_use_area	5.527184083866238e+20	0.7618037325138735	0.17190830620785297
-1550	GBM_grid_1_AutoML_20190416_022142_model_40	apartment_building_count_in_sites	2.0574886652469995e+20	0.28358066621399036	0.06399269250266347
-1551	GBM_grid_1_AutoML_20190416_022142_model_40	bathroom_count	1.746548536130551e+20	0.24072424106964035	0.0543217298357082
-1552	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_in_sites	1.6001382714633408e+20	0.22054472752179302	0.04976802939286391
-1553	GBM_grid_1_AutoML_20190416_022142_model_40	total_parking_capacity_in_site	1.596485781796799e+20	0.22004131019052267	0.04965442845204313
-1554	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_individual	1.191080011668348e+20	0.16416482332481228	0.03704536419577856
-1555	GBM_grid_1_AutoML_20190416_022142_model_40	room_count	1.0850687948772554e+20	0.14955345170874323	0.033748168292572364
-1556	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_of_area_type	9.170403723893644e+19	0.12639433895305682	0.028522092760008305
-1557	GBM_grid_1_AutoML_20190416_022142_model_40	floor	8.689654139374168e+19	0.11976823744577268	0.027026849512617447
-1558	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_district	7.652817313209306e+19	0.1054776664751796	0.0238020453466008
-1559	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_cogeneration	6.473486418912582e+19	0.08922312051629543	0.02013405142020114
-1560	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_gas	5.761619930039242e+19	0.07941156837606134	0.017919980738069163
-1561	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_stairway	3.5697151326677893e+19	0.049200863781894456	0.011102645990980023
-1562	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_corridor	1.0783124938366648e+19	0.014862224057616431	0.0033538031584531727
-1563	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_central	8.245341050785235e+18	0.011364433485530474	0.002564493225915997
-1564	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_mixed	4.029498184932786e+18	0.005553798662867121	0.0012532678436772274
-1565	GBM_grid_1_AutoML_20190416_023844_model_24	supply_area	5.233697514368176e+20	1.0	0.16137356277126808
-1566	GBM_grid_1_AutoML_20190416_023844_model_24	exclusive_use_area	4.830267874498094e+20	0.9229168978981803	0.14893438795563602
-1567	GBM_grid_1_AutoML_20190416_023844_model_24	city	4.7846157998691136e+20	0.9141941785389414	0.1475267716555817
-1568	GBM_grid_1_AutoML_20190416_023844_model_24	room_count	2.4120818688922013e+20	0.46087529175506686	0.07437308782376276
-1569	GBM_grid_1_AutoML_20190416_023844_model_24	total_parking_capacity_in_site	2.3497170415991652e+20	0.4489592749960118	0.07245015774531191
-1570	GBM_grid_1_AutoML_20190416_023844_model_24	apartment_building_count_in_sites	2.33828018552983e+20	0.4467740405536434	0.07209751867785644
-1571	GBM_grid_1_AutoML_20190416_023844_model_24	bathroom_count	1.954398103183001e+20	0.3734258806164384	0.06026106478607288
-1572	GBM_grid_1_AutoML_20190416_023844_model_24	heat_fuel_cogeneration	1.895023771595655e+20	0.36208125639535105	0.05843034235721479
-1573	GBM_grid_1_AutoML_20190416_023844_model_24	total_household_count_in_sites	1.540535417379278e+20	0.2943493415792592	0.04750020195002201
-1574	GBM_grid_1_AutoML_20190416_023844_model_24	total_household_count_of_area_type	1.2207209979736542e+20	0.23324255836765195	0.03763918263367344
-1575	GBM_grid_1_AutoML_20190416_023844_model_24	floor	1.1894200129931969e+20	0.2272618946218917	0.03667406161728315
-1576	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_individual	8.711084940413475e+19	0.16644226985794952	0.026859382082714153
-1577	GBM_grid_1_AutoML_20190416_023844_model_24	heat_fuel_gas	6.01897865851091e+19	0.11500432804889633	0.018558658151366078
-1578	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_district	4.597707707201146e+19	0.08784817415563215	0.014176372846445193
-1579	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_stairway	3.132752279310539e+19	0.059857343125202224	0.009659392718136152
-1580	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_corridor	2.5084242882918875e+19	0.04792833902619437	0.007734366826366195
-1581	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_central	1.2346316012738576e+19	0.023590045047204168	0.0038068096152020434
-1582	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_mixed	6.307015300713808e+18	0.012050782995003114	0.0019446777860870647
-1583	GBM_grid_1_AutoML_20190416_023844_model_31	supply_area	6.809085867051209e+20	1.0	0.2924405479721707
-1584	GBM_grid_1_AutoML_20190416_023844_model_31	city	4.5582990114383987e+20	0.669443608208226	0.19577245562088075
-1585	GBM_grid_1_AutoML_20190416_023844_model_31	exclusive_use_area	3.932193813805075e+20	0.5774921759810291	0.16888212839353337
-1586	GBM_grid_1_AutoML_20190416_023844_model_31	apartment_building_count_in_sites	1.4624335880211399e+20	0.21477678745362505	0.06280944141464054
-1587	GBM_grid_1_AutoML_20190416_023844_model_31	total_parking_capacity_in_site	1.2620688804040776e+20	0.18535070713547017	0.054204062361726216
-1588	GBM_grid_1_AutoML_20190416_023844_model_31	heat_fuel_cogeneration	8.905321146139175e+19	0.13078585466562453	0.03824708700542391
-1589	GBM_grid_1_AutoML_20190416_023844_model_31	total_household_count_in_sites	8.102309981174366e+19	0.11899262455157156	0.03479826832850835
-1590	GBM_grid_1_AutoML_20190416_023844_model_31	bathroom_count	5.904541048487333e+19	0.08671562033105033	0.025359163527359063
-1591	GBM_grid_1_AutoML_20190416_023844_model_31	heat_fuel_gas	5.750725089221935e+19	0.08445663928324618	0.024698545871880466
-1592	GBM_grid_1_AutoML_20190416_023844_model_31	floor	5.502520454758479e+19	0.08081144168536443	0.02363254228888909
-1593	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_district	5.3366129462201025e+19	0.07837488101073417	0.022919993150032774
-1594	GBM_grid_1_AutoML_20190416_023844_model_31	total_household_count_of_area_type	4.3329822508233785e+19	0.06363530047095514	0.018609542140099855
-1595	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_individual	3.979929067144505e+19	0.05845026990191388	0.01709322895923697
-1596	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_stairway	2.6651601106360074e+19	0.039141232210516984	0.011446483395949563
-1597	GBM_grid_1_AutoML_20190416_023844_model_31	room_count	8.812844081857167e+18	0.012942771252896125	0.0037849911174754006
-1598	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_corridor	5.441291181084377e+18	0.007991221270118629	0.0023369571272003576
-1599	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_central	4.298156979232178e+18	0.006312384750544449	0.0018459972554603925
-1600	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_mixed	2.6044263868525445e+18	0.0038249281000482314	0.0011185640695322585
-1601	XGBoost_grid_1_AutoML_20190416_022142_model_18	supply_area	9.892003881344429e+20	1.0	0.28743555419385614
-1602	XGBoost_grid_1_AutoML_20190416_022142_model_18	city	6.539704462714927e+20	0.6611101796116674	0.1900265708598794
-1603	XGBoost_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	6.40956239617043e+20	0.6479538901373036	0.18624498550368085
-1604	XGBoost_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	1.945623824471488e+20	0.19668652052803853	0.056534699030438014
-1605	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	1.9100274433854957e+20	0.19308802001055247	0.05550036203992753
-1606	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	1.833445139096944e+20	0.1853461807222582	0.05327508217361689
-1607	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	1.2049472282397193e+20	0.12181022598587518	0.03501258981272889
-1608	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	1.1331211473701359e+20	0.11454920165439043	0.032925513259993495
-1609	XGBoost_grid_1_AutoML_20190416_022142_model_18	floor	9.957343547297576e+19	0.10066053012854527	0.02893341526294576
-1610	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_district	7.805872850232934e+19	0.07891093598289241	0.022681808616198583
-1611	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	6.023155923087157e+19	0.060889138291245246	0.017501703209130425
-1612	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	2.8521758235021017e+19	0.028833145009992258	0.008287671015098943
-1613	XGBoost_grid_1_AutoML_20190416_022142_model_18	bathroom_count	2.4878994848338674e+19	0.02515061169280228	0.007229180010235102
-1614	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	2.338236600888905e+19	0.023637643382840176	0.006794299125583402
-1615	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.5811642411953684e+19	0.015984266283774157	0.004594446437658794
-1616	XGBoost_grid_1_AutoML_20190416_022142_model_18	room_count	1.4861277337462243e+19	0.015023525582606664	0.004318295401782121
-1617	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_central	5.001097302857744e+18	0.005055696866728324	0.0014531870307241976
-1618	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	4.304027821568688e+18	0.004351017117659809	0.0012506370165215018
-1619	GBM_grid_1_AutoML_20190416_023844_model_58	supply_area	7.100575019745789e+21	1.0	0.35637428214567846
-1620	GBM_grid_1_AutoML_20190416_023844_model_58	city	3.598243246080019e+21	0.5067537820632506	0.18059401530739855
-1621	GBM_grid_1_AutoML_20190416_023844_model_58	exclusive_use_area	2.731642309907902e+21	0.3847071965737359	0.13709975101524155
-1622	GBM_grid_1_AutoML_20190416_023844_model_58	apartment_building_count_in_sites	1.1183624291787777e+21	0.15750307912651512	0.05613004675944583
-1623	GBM_grid_1_AutoML_20190416_023844_model_58	total_parking_capacity_in_site	1.0407868700661582e+21	0.14657782886200954	0.05223656853917076
-1624	GBM_grid_1_AutoML_20190416_023844_model_58	floor	7.207126668492166e+20	0.10150060591501492	0.03617220557031485
-1625	GBM_grid_1_AutoML_20190416_023844_model_58	heat_fuel_cogeneration	6.589777453696869e+20	0.09280625069619775	0.03307376097048934
-1626	GBM_grid_1_AutoML_20190416_023844_model_58	total_household_count_in_sites	6.244887572108185e+20	0.08794904010931444	0.031342776034358415
-1627	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_district	5.916194464366875e+20	0.0833199346238114	0.02969308188998565
-1628	GBM_grid_1_AutoML_20190416_023844_model_58	total_household_count_of_area_type	5.5439223452000584e+20	0.07807708995092821	0.02782466688328561
-1629	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_individual	4.461232365719729e+20	0.06282917021950496	0.022390700434784718
-1630	GBM_grid_1_AutoML_20190416_023844_model_58	bathroom_count	2.8868648875928532e+20	0.04065677610003207	0.014489029397006506
-1631	GBM_grid_1_AutoML_20190416_023844_model_58	room_count	1.5986730182877014e+20	0.022514697948292875	0.008023659319049652
-1632	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_stairway	1.2338436252706957e+20	0.01737667191515525	0.006192598979844424
-1633	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_corridor	7.777764055371167e+19	0.010953710134379542	0.0039036205859713526
-1634	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_central	5.682953831313729e+19	0.00800351213177829	0.002852245890606717
-1635	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_mixed	3.2018458099023086e+19	0.004509276785328493	0.001606990277367614
-1636	GBM_grid_1_AutoML_20190416_023844_model_58	heat_fuel_gas	0.0	0.0	0.0
-1637	DRF_1_AutoML_20190416_015849	supply_area	8.104159271771355e+20	1.0	0.19038352571033704
-1638	DRF_1_AutoML_20190416_015849	city	7.944261781751333e+20	0.9802697004515962	0.18662720171899086
-1639	DRF_1_AutoML_20190416_015849	exclusive_use_area	6.67112020352904e+20	0.8231723957802853	0.1567184629760757
-1640	DRF_1_AutoML_20190416_015849	apartment_building_count_in_sites	2.828501930781201e+20	0.34901855157678374	0.0664473823875032
-1641	DRF_1_AutoML_20190416_015849	floor	2.4945389077884253e+20	0.307809709080802	0.05860189766267623
-1642	DRF_1_AutoML_20190416_015849	total_household_count_in_sites	2.2499558007440723e+20	0.2776297608786126	0.05285613271818806
-1643	DRF_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.151912612778077e+20	0.265531875746036	0.05055289469300946
-1644	DRF_1_AutoML_20190416_015849	bathroom_count	1.9397209423661446e+20	0.23934881797333837	0.04556807184036584
-1645	DRF_1_AutoML_20190416_015849	room_count	1.8112803920558634e+20	0.22350009807494384	0.04255073666811392
-1646	DRF_1_AutoML_20190416_015849	heat_type_district	1.6939577514819322e+20	0.2090232551798896	0.03979458427659885
-1647	DRF_1_AutoML_20190416_015849	total_household_count_of_area_type	1.4974030715574393e+20	0.18476969927938577	0.03517710679324818
-1648	DRF_1_AutoML_20190416_015849	heat_fuel_gas	9.44165588129389e+19	0.11650382926433026	0.022180409774098332
-1649	DRF_1_AutoML_20190416_015849	heat_fuel_cogeneration	8.183208528308915e+19	0.10097541588074295	0.0192240556854434
-1650	DRF_1_AutoML_20190416_015849	heat_type_individual	4.053117838745089e+19	0.05001281074106018	0.00952161523956685
-1651	DRF_1_AutoML_20190416_015849	front_door_structure_corridor	3.575069534392733e+19	0.04411400880095632	0.008398580528742901
-1652	DRF_1_AutoML_20190416_015849	front_door_structure_stairway	2.625737121222099e+19	0.03239987064874383	0.006168401606666715
-1653	DRF_1_AutoML_20190416_015849	front_door_structure_mixed	2.1319750364902195e+19	0.026307170984612525	0.005008451963515211
-1654	DRF_1_AutoML_20190416_015849	heat_type_central	1.796558019320873e+19	0.022168345402325648	0.004220487756859297
-1655	XRT_1_AutoML_20190416_023643	supply_area	1.2744664809376705e+21	1.0	0.27436256158678995
-1656	XRT_1_AutoML_20190416_023643	city	7.367980469745562e+20	0.5781227344892331	0.15861523434602565
-1657	XRT_1_AutoML_20190416_023643	exclusive_use_area	6.258056378893593e+20	0.4910334224160464	0.13472118759879478
-1658	XRT_1_AutoML_20190416_023643	apartment_building_count_in_sites	4.050355601653325e+20	0.3178079347111062	0.08719459905994639
-1659	XRT_1_AutoML_20190416_023643	floor	2.4173494971594808e+20	0.18967540797000407	0.052039830800669755
-1660	XRT_1_AutoML_20190416_023643	total_parking_capacity_in_site	2.205947539979082e+20	0.17308792133599996	0.04748884547747775
-1661	XRT_1_AutoML_20190416_023643	total_household_count_in_sites	2.060226537161092e+20	0.16165403860957642	0.04435181612377324
-1662	XRT_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.8691987943261733e+20	0.14666519851906476	0.04023943956132568
-1663	XRT_1_AutoML_20190416_023643	room_count	1.506102759400124e+20	0.11817515657940492	0.03242283867504553
-1664	XRT_1_AutoML_20190416_023643	total_household_count_of_area_type	1.4872064646042354e+20	0.11669247381932277	0.03201604603496882
-1665	XRT_1_AutoML_20190416_023643	bathroom_count	1.1626441780680144e+20	0.09122595183614524	0.02502898582895793
-1666	XRT_1_AutoML_20190416_023643	heat_fuel_gas	1.044977258413194e+20	0.08199331045916303	0.022495894690556906
-1667	XRT_1_AutoML_20190416_023643	heat_type_district	5.534268193303534e+19	0.04342419574057197	0.011913973578229499
-1668	XRT_1_AutoML_20190416_023643	front_door_structure_stairway	4.805591051250801e+19	0.037706688431030026	0.010345303626892375
-1669	XRT_1_AutoML_20190416_023643	front_door_structure_corridor	3.5914586348140364e+19	0.02818009487524279	0.007731563015730384
-1670	XRT_1_AutoML_20190416_023643	heat_type_individual	3.270625319973185e+19	0.025662701757105996	0.007040884591317416
-1671	XRT_1_AutoML_20190416_023643	front_door_structure_mixed	3.1598350099212665e+19	0.024793394390384145	0.006802379195377343
-1672	XRT_1_AutoML_20190416_023643	heat_type_central	2.4102112917500985e+19	0.018911531435309464	0.005188616208120607
-1673	XGBoost_grid_1_AutoML_20190416_022142_model_21	supply_area	9.916188211343408e+20	1.0	0.29519532238203056
-1674	XGBoost_grid_1_AutoML_20190416_022142_model_21	city	6.257665128675966e+20	0.6310555019032057	0.1862846323252709
-1675	XGBoost_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	5.80512830883778e+20	0.5854193350421818	0.1728130493364508
-1676	XGBoost_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	2.008125343050089e+20	0.20250980520447742	0.05977994723285793
-1677	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.6701140062047725e+20	0.16842298377256312	0.04971767699128527
-1678	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.4053129913879442e+20	0.14171907203015438	0.041834807155623634
-1679	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	1.3634016312385182e+20	0.13749251246349725	0.04058714654177743
-1680	XGBoost_grid_1_AutoML_20190416_022142_model_21	floor	9.142632699003929e+19	0.09219906383528917	0.027216732372179604
-1681	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	9.105788504161806e+19	0.09182750780935599	0.02710705077132127
-1682	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	8.157047188442264e+19	0.0822599068774349	0.024282739729800207
-1683	XGBoost_grid_1_AutoML_20190416_022142_model_21	room_count	5.090258130119216e+19	0.051332810769932	0.015153205624005846
-1684	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_district	5.063439282299155e+19	0.05106235555822694	0.015073368510596671
-1685	XGBoost_grid_1_AutoML_20190416_022142_model_21	bathroom_count	4.933437865282083e+19	0.04975135364654116	0.014686366878633129
-1686	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	4.928286873208278e+19	0.04969940836309129	0.014671032873938918
-1687	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.577758174074844e+19	0.0159109341255746	0.004696833328598246
-1688	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	1.349256458127645e+19	0.013606603962843227	0.004016605843336121
-1689	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	1.2707663912137392e+19	0.012815069300117493	0.0037829485133962465
-1690	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_central	1.0415298716456976e+19	0.01050332899545273	0.003100533588897198
-1691	DRF_1_AutoML_20190416_023844	supply_area	1.0142946563643838e+21	1.0	0.23588490380384952
-1692	DRF_1_AutoML_20190416_023844	city	6.392402977902706e+20	0.6302313571103193	0.14866206304613722
-1693	DRF_1_AutoML_20190416_023844	exclusive_use_area	4.940780228010511e+20	0.48711488293945454	0.11490304730359666
-1694	DRF_1_AutoML_20190416_023844	apartment_building_count_in_sites	3.8480144998951027e+20	0.37937836660678503	0.08948962951230305
-1695	DRF_1_AutoML_20190416_023844	room_count	2.7169437218084435e+20	0.26786532934591206	0.06318538744514693
-1696	DRF_1_AutoML_20190416_023844	floor	2.2855118957240228e+20	0.22533017219238471	0.053151985991705515
-1697	DRF_1_AutoML_20190416_023844	total_parking_capacity_in_site	2.152119320964099e+20	0.21217890752556162	0.05004980119087299
-1698	DRF_1_AutoML_20190416_023844	total_household_count_in_sites	2.1382593171890058e+20	0.21081244032708768	0.04972747220720985
-1699	DRF_1_AutoML_20190416_023844	bathroom_count	1.9491412061492085e+20	0.1921671571390969	0.04532933137601511
-1700	DRF_1_AutoML_20190416_023844	heat_type_district	1.5583749495594785e+20	0.1536412461389952	0.03624165056580045
-1701	DRF_1_AutoML_20190416_023844	total_household_count_of_area_type	1.4397818013094196e+20	0.1419490669969753	0.03348364201362771
-1702	DRF_1_AutoML_20190416_023844	heat_fuel_cogeneration	9.922780179376112e+19	0.09782936464383155	0.02307647026820192
-1703	DRF_1_AutoML_20190416_023844	heat_type_individual	8.727541550848724e+19	0.08604542571614779	0.020296816967814803
-1704	DRF_1_AutoML_20190416_023844	front_door_structure_stairway	4.805045253678773e+19	0.047373267950576364	0.011174638753395694
-1705	DRF_1_AutoML_20190416_023844	heat_fuel_gas	4.694065827626877e+19	0.04627911424134074	0.010916544410946024
-1706	DRF_1_AutoML_20190416_023844	front_door_structure_corridor	3.2912536974265418e+19	0.032448694043441396	0.007654157072997719
-1707	DRF_1_AutoML_20190416_023844	heat_type_central	1.5958720783866397e+19	0.015733811357212996	0.003711368578464103
-1708	DRF_1_AutoML_20190416_023844	front_door_structure_mixed	1.3162549464734368e+19	0.01297704703672001	0.00306108949191473
-1709	GBM_grid_1_AutoML_20190416_022142_model_18	supply_area	3.072990110389658e+21	1.0	0.20706394340982595
-1710	GBM_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	2.4513320766508745e+21	0.7977025595894427	0.16517543765670167
-1711	GBM_grid_1_AutoML_20190416_022142_model_18	city	2.3130107694956308e+21	0.7526905998413184	0.1558550837706507
-1712	GBM_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	9.939877849070819e+20	0.3234594805712028	0.06697679558036722
-1713	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	8.38915901887787e+20	0.2729966162440437	0.056527755897030636
-1714	GBM_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	8.037211855935609e+20	0.2615436941616608	0.05415626868708695
-1715	GBM_grid_1_AutoML_20190416_022142_model_18	bathroom_count	7.038918629784761e+20	0.22905764017874497	0.04742957824355992
-1716	GBM_grid_1_AutoML_20190416_022142_model_18	floor	6.909205108892306e+20	0.22483655529943153	0.04655554376298169
-1717	GBM_grid_1_AutoML_20190416_022142_model_18	room_count	6.862105901039312e+20	0.22330387194670112	0.04623818030396674
-1718	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	4.3056354615001245e+20	0.14011224595038366	0.02901219416649386
-1719	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	4.044120227231742e+20	0.13160212307741348	0.027250054565514492
-1720	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	3.5096425232358756e+20	0.11420936602984542	0.02364864170447601
-1721	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	3.1446454766858666e+20	0.10233177991865136	0.021189221886102387
-1722	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_district	2.984411624068675e+20	0.09711751476122546	0.020109535580621327
-1723	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	1.5140380667591786e+20	0.049269213774566854	0.010201877692863529
-1724	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	1.2043096874174697e+20	0.03919015825484586	0.008114868711103528
-1725	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.1267231331885724e+20	0.03666536801986983	0.007592075688766769
-1726	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_central	1.0244504318537787e+20	0.03333725118054081	0.006902942691886655
-1727	GBM_grid_1_AutoML_20190416_023844_model_28	supply_area	4.518680704778932e+20	1.0	0.258856065972489
-1728	GBM_grid_1_AutoML_20190416_023844_model_28	city	3.284745776062666e+20	0.726925842002675	0.18816916371455156
-1729	GBM_grid_1_AutoML_20190416_023844_model_28	exclusive_use_area	3.033089906541016e+20	0.671233509226097	0.1737528655471759
-1730	GBM_grid_1_AutoML_20190416_023844_model_28	apartment_building_count_in_sites	1.2133413398108124e+20	0.26851672403575433	0.06950718283171585
-1731	GBM_grid_1_AutoML_20190416_023844_model_28	total_parking_capacity_in_site	9.755539183135569e+19	0.21589352779049345	0.055885349272769363
-1732	GBM_grid_1_AutoML_20190416_023844_model_28	total_household_count_in_sites	8.017632632477476e+19	0.17743304199382956	0.04592961922405416
-1733	GBM_grid_1_AutoML_20190416_023844_model_28	heat_fuel_gas	7.418123477627961e+19	0.16416569264968411	0.04249528536694599
-1734	GBM_grid_1_AutoML_20190416_023844_model_28	bathroom_count	6.294999177938495e+19	0.1393105552087568	0.036061382269782026
-1735	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_individual	3.975508590596194e+19	0.08797940926411814	0.022774003768693176
-1736	GBM_grid_1_AutoML_20190416_023844_model_28	total_household_count_of_area_type	3.95114033429212e+19	0.08744013114521272	0.022634408356368273
-1737	GBM_grid_1_AutoML_20190416_023844_model_28	heat_fuel_cogeneration	3.6635852781821886e+19	0.0810764361887221	0.020987127314882142
-1738	GBM_grid_1_AutoML_20190416_023844_model_28	floor	3.414175359072364e+19	0.07555690658695027	0.019558363596148792
-1739	GBM_grid_1_AutoML_20190416_023844_model_28	room_count	2.9104752285416686e+19	0.0644098447908383	0.01667287903245502
-1740	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_district	2.2577668632891884e+19	0.04996517813045269	0.012933789446463628
-1741	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_stairway	1.3987752732589556e+19	0.03095539084626224	0.008012990695104241
-1742	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_central	3.6696173089233306e+18	0.008120992715954378	0.0021021682262431893
-1743	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_corridor	3.273330778284491e+18	0.007243996626764609	0.0018751524687222675
-1744	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_mixed	3.1285311442203443e+18	0.0069235499222408585	0.0017922028954354009
-1745	XRT_1_AutoML_20190416_021340	supply_area	9.860220430661703e+20	1.0	0.26502373966124687
-1746	XRT_1_AutoML_20190416_021340	city	5.8192942407281856e+20	0.5901789195941598	0.15641142434007854
-1747	XRT_1_AutoML_20190416_021340	exclusive_use_area	5.5457804318900696e+20	0.5624398025265953	0.1490598997999315
-1748	XRT_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.7811268774510304e+20	0.2820552437958421	0.07475133550183878
-1749	XRT_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.145355125430021e+20	0.21757679156530274	0.05766301496413216
-1750	XRT_1_AutoML_20190416_021340	floor	1.9394063940796704e+20	0.19668996324350124	0.05212750961262588
-1751	XRT_1_AutoML_20190416_021340	total_household_count_in_sites	1.56257789872735e+20	0.15847291748856854	0.04199908522784864
-1752	XRT_1_AutoML_20190416_021340	total_household_count_of_area_type	1.2361198782229827e+20	0.12536432495759414	0.03322452222036938
-1753	XRT_1_AutoML_20190416_021340	heat_fuel_gas	1.2253840707675174e+20	0.12427552501331696	0.03293596438739408
-1754	XRT_1_AutoML_20190416_021340	heat_type_individual	1.0732930253437744e+20	0.10885081453211969	0.028848049932475153
-1755	XRT_1_AutoML_20190416_021340	bathroom_count	9.67953654137718e+19	0.09816754716027785	0.02601673046178865
-1756	XRT_1_AutoML_20190416_021340	room_count	9.568850904832226e+19	0.09704499987724996	0.025719228782894028
-1757	XRT_1_AutoML_20190416_021340	heat_fuel_cogeneration	8.0543976624824e+19	0.08168577689638812	0.021648670070215058
-1758	XRT_1_AutoML_20190416_021340	front_door_structure_stairway	4.087183787606147e+19	0.04145124154523453	0.010985563047919695
-1759	XRT_1_AutoML_20190416_021340	front_door_structure_corridor	3.458817950085651e+19	0.03507850533777099	0.009296636666343075
-1760	XRT_1_AutoML_20190416_021340	heat_type_district	3.2901405518545814e+19	0.03336781946196091	0.008843264298150213
-1761	XRT_1_AutoML_20190416_021340	front_door_structure_mixed	1.212567481536951e+19	0.012297569715239902	0.003259147914677773
-1762	XRT_1_AutoML_20190416_021340	heat_type_central	8.133815937112474e+18	0.008249121806465158	0.0021862131100705367
-1763	XGBoost_3_AutoML_20190416_021340	supply_area	8.3377835024412e+20	1.0	0.26619859842624344
-1764	XGBoost_3_AutoML_20190416_021340	city	6.222853007243834e+20	0.7463437981355427	0.19867567300780065
-1765	XGBoost_3_AutoML_20190416_021340	exclusive_use_area	5.4932909782330665e+20	0.6588430818124144	0.17538310496129156
-1766	XGBoost_3_AutoML_20190416_021340	apartment_building_count_in_sites	1.6588657383698334e+20	0.19895764118655013	0.052962245230051094
-1767	XGBoost_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.6323219443785767e+20	0.19577408599067764	0.05211478729889725
-1768	XGBoost_3_AutoML_20190416_021340	heat_fuel_cogeneration	1.4370573874176511e+20	0.17235484550503122	0.04588061830541104
-1769	XGBoost_3_AutoML_20190416_021340	total_household_count_in_sites	1.297062113391537e+20	0.15556437907170093	0.04141101967393563
-1770	XGBoost_3_AutoML_20190416_021340	bathroom_count	9.981732474420252e+19	0.11971685846121723	0.03186845993036899
-1771	XGBoost_3_AutoML_20190416_021340	heat_type_individual	8.62302285512164e+19	0.1034210453245389	0.02753053731316925
-1772	XGBoost_3_AutoML_20190416_021340	room_count	7.64843422005634e+19	0.09173222377166514	0.02441898939853979
-1773	XGBoost_3_AutoML_20190416_021340	floor	7.085224781890873e+19	0.08497731777056104	0.02262084288854486
-1774	XGBoost_3_AutoML_20190416_021340	heat_type_district	6.3245241437768385e+19	0.0758537822662953	0.02019217052461725
-1775	XGBoost_3_AutoML_20190416_021340	total_household_count_of_area_type	4.9916970281960735e+19	0.059868393401370595	0.015936882413475816
-1776	XGBoost_3_AutoML_20190416_021340	heat_fuel_gas	1.8288666187472568e+19	0.02193468585759977	0.005838982632213004
-1777	XGBoost_3_AutoML_20190416_021340	front_door_structure_stairway	1.6939858989796033e+19	0.020316981107552447	0.005408351895082928
-1778	XGBoost_3_AutoML_20190416_021340	front_door_structure_mixed	1.5969848941051118e+19	0.01915359032334594	0.005098658898905148
-1779	XGBoost_3_AutoML_20190416_021340	heat_type_central	1.492947454617505e+19	0.017905807390901772	0.004766500831148323
-1780	XGBoost_3_AutoML_20190416_021340	front_door_structure_corridor	1.1568896420714906e+19	0.013875266031227216	0.0036935763703039503
-1781	GBM_grid_1_AutoML_20190416_023844_model_25	supply_area	3.479396981457153e+20	1.0	0.1891839422162054
-1782	GBM_grid_1_AutoML_20190416_023844_model_25	city	3.0025980741576714e+20	0.8629650741664434	0.16325913472570786
-1783	GBM_grid_1_AutoML_20190416_023844_model_25	exclusive_use_area	2.185690841436379e+20	0.6281809328123931	0.11884174529450178
-1784	GBM_grid_1_AutoML_20190416_023844_model_25	room_count	1.4500105140021546e+20	0.4167419014644595	0.07884087580572388
-1785	GBM_grid_1_AutoML_20190416_023844_model_25	apartment_building_count_in_sites	1.3120764284539345e+20	0.37709880058137085	0.07134103769898643
-1786	GBM_grid_1_AutoML_20190416_023844_model_25	total_parking_capacity_in_site	1.2886349285106804e+20	0.370361569943941	0.07006646184737765
-1787	GBM_grid_1_AutoML_20190416_023844_model_25	total_household_count_in_sites	1.2683426937521675e+20	0.36452945740643605	0.06896311980608391
-1788	GBM_grid_1_AutoML_20190416_023844_model_25	bathroom_count	8.988082705775827e+19	0.25832300118889184	0.04887056373003607
-1789	GBM_grid_1_AutoML_20190416_023844_model_25	total_household_count_of_area_type	8.022359652867611e+19	0.23056752924778046	0.04361967413014535
-1790	GBM_grid_1_AutoML_20190416_023844_model_25	heat_fuel_gas	7.723984742633387e+19	0.22199205160540844	0.041997331463374483
-1791	GBM_grid_1_AutoML_20190416_023844_model_25	floor	7.23182002839434e+19	0.2078469363207211	0.03932130279071463
-1792	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_district	3.767145859476829e+19	0.10827007896923473	0.0204829603634597
-1793	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_individual	2.4125824985265603e+19	0.06933909845251932	0.01311784399496519
-1794	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_corridor	2.2494739067878506e+19	0.06465125763964372	0.012230979789503367
-1795	GBM_grid_1_AutoML_20190416_023844_model_25	heat_fuel_cogeneration	1.8282817885124428e+19	0.052545938225961444	0.009940847741036589
-1796	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_stairway	1.0845738827033608e+19	0.031171317572654417	0.005897112742468041
-1797	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_central	4.814050583763747e+18	0.013835876186073048	0.002617525600896616
-1798	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_mixed	2.588692925214884e+18	0.007440061996405921	0.0014075402588130436
-1799	XRT_1_AutoML_20190416_023844	supply_area	1.258150643175149e+21	1.0	0.26783701138475424
-1800	XRT_1_AutoML_20190416_023844	exclusive_use_area	7.197991398123021e+20	0.5721088676597352	0.15323192930069937
-1801	XRT_1_AutoML_20190416_023844	city	6.813685168170661e+20	0.5415635405133372	0.14505076016603852
-1802	XRT_1_AutoML_20190416_023844	apartment_building_count_in_sites	3.528997094478221e+20	0.2804908230680723	0.07512582377140238
-1803	XRT_1_AutoML_20190416_023844	floor	2.538531511507836e+20	0.20176689693544458	0.054040642671565206
-1804	XRT_1_AutoML_20190416_023844	total_parking_capacity_in_site	2.327517637951577e+20	0.18499514748708512	0.04954854742362271
-1805	XRT_1_AutoML_20190416_023844	total_household_count_in_sites	2.0446154071871377e+20	0.16250958645359162	0.04352608195710232
-1806	XRT_1_AutoML_20190416_023844	bathroom_count	1.7657607865877974e+20	0.1403457365114571	0.03758978262782085
-1807	XRT_1_AutoML_20190416_023844	total_household_count_of_area_type	1.5845822050317055e+20	0.12594534793009787	0.033732825587410455
-1808	XRT_1_AutoML_20190416_023844	heat_fuel_gas	1.5151597445413706e+20	0.1204275301022473	0.03225494975103345
-1809	XRT_1_AutoML_20190416_023844	heat_type_individual	1.513698361646661e+20	0.12031137684964302	0.032223839610993295
-1810	XRT_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.0700881688511329e+20	0.08505246765606624	0.022780198747899254
-1811	XRT_1_AutoML_20190416_023844	heat_type_district	7.298689246963119e+19	0.058011250771558505	0.015537560033345749
-1812	XRT_1_AutoML_20190416_023844	room_count	5.835088417397932e+19	0.04637829697938342	0.01242182445607263
-1813	XRT_1_AutoML_20190416_023844	front_door_structure_stairway	4.1030449025437925e+19	0.032611714064613814	0.008734624031200322
-1814	XRT_1_AutoML_20190416_023844	front_door_structure_corridor	3.3131882946936963e+19	0.02633379645486906	0.007053165340886565
-1815	XRT_1_AutoML_20190416_023844	front_door_structure_mixed	2.4455089135365915e+19	0.019437329915954656	0.005206036353988771
-1816	XRT_1_AutoML_20190416_023844	heat_type_central	1.928019367877306e+19	0.015324233058544036	0.004104396784163886
-1817	GBM_grid_1_AutoML_20190416_015849_model_8	supply_area	5.779296576168857e+21	1.0	0.23762301109248513
-1818	GBM_grid_1_AutoML_20190416_015849_model_8	exclusive_use_area	4.382943689753613e+21	0.7583870514323219	0.18021021473489973
-1819	GBM_grid_1_AutoML_20190416_015849_model_8	city	3.793231939971582e+21	0.656348379076636	0.15596347816186212
-1820	GBM_grid_1_AutoML_20190416_015849_model_8	apartment_building_count_in_sites	1.6539638516504173e+21	0.286187744451565	0.06800479357434752
-1821	GBM_grid_1_AutoML_20190416_015849_model_8	total_parking_capacity_in_site	1.437249793156419e+21	0.24868939917064847	0.05909432385771046
-1822	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_in_sites	1.19553428280605e+21	0.20686501671083635	0.049155888160526184
-1823	GBM_grid_1_AutoML_20190416_015849_model_8	floor	8.546248092317762e+20	0.14787696010546564	0.03513896853146404
-1824	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_gas	8.0250486185045e+20	0.13885857063636575	0.03299599167061177
-1825	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_cogeneration	7.748274977592354e+20	0.13406951651421822	0.03185800220982219
-1826	GBM_grid_1_AutoML_20190416_015849_model_8	room_count	7.32855778819491e+20	0.12680708961042922	0.030132282461104776
-1827	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_of_area_type	6.827010897255586e+20	0.11812875160978963	0.02807010965411446
-1828	GBM_grid_1_AutoML_20190416_015849_model_8	bathroom_count	6.614504326713458e+20	0.1144517198509696	0.027196362295700948
-1829	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_district	5.2482543446324884e+20	0.09081129987815229	0.021578854518269176
-1830	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_individual	4.557220258590155e+20	0.078854237683216	0.018737581395688294
-1831	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_corridor	2.0854276955134388e+20	0.03608445540090081	0.008574496945994539
-1832	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_stairway	1.8326548980998288e+20	0.03171069132629132	0.007535189956777694
-1833	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_central	1.0623596576390303e+20	0.018382161974862296	0.004368024678856562
-1834	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_mixed	9.150703114351804e+19	0.015833593230160686	0.00376242609976437
-1835	XGBoost_grid_1_AutoML_20190416_023643_model_2	supply_area	7.142137614806884e+20	1.0	0.26569619004551365
-1836	XGBoost_grid_1_AutoML_20190416_023643_model_2	exclusive_use_area	5.59679530851283e+20	0.7836302813473808	0.208207580158293
-1837	XGBoost_grid_1_AutoML_20190416_023643_model_2	city	4.8290656245038186e+20	0.6761372973957169	0.17964710386571237
-1838	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_parking_capacity_in_site	1.7632519649360033e+20	0.2468801442974828	0.06559511373772782
-1839	XGBoost_grid_1_AutoML_20190416_023643_model_2	apartment_building_count_in_sites	1.7487313745749423e+20	0.2448470568460513	0.06505493014785312
-1840	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_household_count_in_sites	1.2350279312352058e+20	0.17292132941750937	0.045944538403837436
-1841	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_fuel_cogeneration	1.034583003249781e+20	0.144856212390099	0.038487743736473026
-1842	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_household_count_of_area_type	9.73705067521219e+19	0.13633244275531184	0.03622301061968444
-1843	XGBoost_grid_1_AutoML_20190416_023643_model_2	floor	7.082437300012135e+19	0.09916411139053131	0.026347526585713092
-1844	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_district	6.3988647637586805e+19	0.08959313176061925	0.023804553763042236
-1845	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_individual	5.421125807977477e+19	0.07590340735998348	0.02016724614702021
-1846	XGBoost_grid_1_AutoML_20190416_023643_model_2	bathroom_count	1.9241185205242823e+19	0.026940373096917825	0.007157954490255721
-1847	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_fuel_gas	1.394646936950145e+19	0.019527024151128104	0.005188255919881467
-1848	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_stairway	1.3233753837749142e+19	0.018529121884060713	0.004923117089483881
-1849	XGBoost_grid_1_AutoML_20190416_023643_model_2	room_count	7.004711503630696e+18	0.009807584061540232	0.002605837718702344
-1850	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_corridor	6.156046856662024e+18	0.008619333858674855	0.0022901241669802046
-1851	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_mixed	3.67726193839335e+18	0.005148685361046183	0.0013679860841730805
-1852	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_central	3.470820383941198e+18	0.004859638067944236	0.0012911873196529244
-1853	XGBoost_grid_1_AutoML_20190416_020809_model_1	supply_area	9.936604998779116e+20	1.0	0.26723330202346696
-1854	XGBoost_grid_1_AutoML_20190416_020809_model_1	city	7.252614432103491e+20	0.7298885719010266	0.19505053317830404
-1855	XGBoost_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	6.638427588671538e+20	0.6680780396812779	0.17853270055339268
-1856	XGBoost_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.965087115423588e+20	0.1977624264691042	0.0528487062415118
-1857	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.9485905707260183e+20	0.19610224729325926	0.052405051078400156
-1858	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	1.6926956880551058e+20	0.17034949947825065	0.04552305924361778
-1859	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.610068884563553e+20	0.16203410367639431	0.04330090856585564
-1860	XGBoost_grid_1_AutoML_20190416_020809_model_1	bathroom_count	1.073079368244265e+20	0.10799255564411701	0.028859207238730384
-1861	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	1.0565271442778646e+20	0.10632677301831735	0.02841405464718462
-1862	XGBoost_grid_1_AutoML_20190416_020809_model_1	room_count	7.641980526605946e+19	0.07690735948087798	0.02055220762398081
-1863	XGBoost_grid_1_AutoML_20190416_020809_model_1	floor	7.612403663818772e+19	0.07660970386519428	0.020472664130935826
-1864	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	7.118637620845032e+19	0.07164054142958969	0.01914473844497824
-1865	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_district	6.712478465349229e+19	0.06755303714069316	0.018052421176821334
-1866	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	3.829922695767025e+19	0.038543573949428374	0.010300126538291427
-1867	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	3.527826158575105e+19	0.03550333498220529	0.009487673440139986
-1868	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	2.034182053390241e+19	0.020471600246162302	0.005470693331486371
-1869	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_central	1.0963398665833546e+19	0.011033344554986928	0.002948477097791797
-1870	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	5.218579053564396e+18	0.00525187330502278	0.0014034754451101364
-1871	GBM_grid_1_AutoML_20190416_020809_model_9	supply_area	5.161849126606688e+21	1.0	0.31039952214470196
-1872	GBM_grid_1_AutoML_20190416_020809_model_9	city	3.194050809023051e+21	0.6187803499639993	0.19206912494135683
-1873	GBM_grid_1_AutoML_20190416_020809_model_9	exclusive_use_area	2.7288827292362306e+21	0.5286637912701163	0.16409698818545057
-1874	GBM_grid_1_AutoML_20190416_020809_model_9	apartment_building_count_in_sites	9.757618579526019e+20	0.18903339365791405	0.05867587506080785
-1875	GBM_grid_1_AutoML_20190416_020809_model_9	total_parking_capacity_in_site	8.490965703204348e+20	0.1644946509466495	0.05105906104919954
-1876	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_in_sites	5.399238225827526e+20	0.10459891588069126	0.03246745350622044
-1877	GBM_grid_1_AutoML_20190416_020809_model_9	floor	5.247033446921006e+20	0.10165026753446234	0.03155219446857822
-1878	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_gas	4.407400276423816e+20	0.08538413596216761	0.026503195001395086
-1879	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_cogeneration	4.2792376826530365e+20	0.0829012545251615	0.02573250978980644
-1880	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_of_area_type	3.6741671100293e+20	0.0711792812984566	0.02209401490164425
-1881	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_district	3.6620587602186496e+20	0.07094470741778586	0.02202120328117642
-1882	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_individual	3.303614451126465e+20	0.06400060075560954	0.01986575589151505
-1883	GBM_grid_1_AutoML_20190416_020809_model_9	bathroom_count	2.828930476433243e+20	0.05480459438172176	0.01701131990742065
-1884	GBM_grid_1_AutoML_20190416_020809_model_9	room_count	1.566226166269241e+20	0.0303423468577597	0.009418249965397408
-1885	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_stairway	1.4503402795295572e+20	0.028097300869446104	0.00872138876343199
-1886	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_corridor	5.13218822594678e+19	0.009942538226258839	0.0030861591143361757
-1887	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_central	4.594623357182909e+19	0.008901119045692326	0.002762903098336003
-1888	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_mixed	4.096028259139977e+19	0.007935195622101874	0.0024630809292251524
-1889	XGBoost_3_AutoML_20190416_023844	supply_area	8.528507428223131e+20	1.0	0.2782607124437403
-1890	XGBoost_3_AutoML_20190416_023844	city	5.908162575906437e+20	0.6927545793481674	0.1927663827980847
-1891	XGBoost_3_AutoML_20190416_023844	exclusive_use_area	5.6943942937812035e+20	0.6676894335504613	0.18579173747090874
-1892	XGBoost_3_AutoML_20190416_023844	heat_fuel_cogeneration	1.6062893793137708e+20	0.18834355165103403	0.05240861086660113
-1893	XGBoost_3_AutoML_20190416_023844	apartment_building_count_in_sites	1.5872280698127856e+20	0.18610854046514866	0.05178669506169694
-1894	XGBoost_3_AutoML_20190416_023844	total_parking_capacity_in_site	1.4746580462596837e+20	0.1729092761741219	0.04811385837634261
-1895	XGBoost_3_AutoML_20190416_023844	total_household_count_in_sites	1.1213017492152648e+20	0.13147690362613448	0.036584856872905164
-1896	XGBoost_3_AutoML_20190416_023844	heat_type_individual	8.040615064325902e+19	0.09427927608666128	0.026234218532554456
-1897	XGBoost_3_AutoML_20190416_023844	bathroom_count	7.619415029566774e+19	0.08934054515039846	0.024859963743662027
-1898	XGBoost_3_AutoML_20190416_023844	floor	7.396804386970036e+19	0.08673035052407899	0.024133649127325543
-1899	XGBoost_3_AutoML_20190416_023844	room_count	5.458682046549747e+19	0.06400512742107131	0.017810112356239683
-1900	XGBoost_3_AutoML_20190416_023844	heat_type_district	4.577500442701228e+19	0.053672937278017065	0.014935069765929216
-1901	XGBoost_3_AutoML_20190416_023844	total_household_count_of_area_type	4.359891258596917e+19	0.0511213866586885	0.014225073472758582
-1902	XGBoost_3_AutoML_20190416_023844	heat_fuel_gas	3.1259315688787935e+19	0.03665273900722937	0.010199017269166114
-1903	XGBoost_3_AutoML_20190416_023844	front_door_structure_stairway	2.728452837781956e+19	0.03199214939712393	0.008902158283850282
-1904	XGBoost_3_AutoML_20190416_023844	front_door_structure_mixed	1.6491135100361114e+19	0.019336484419052623	0.005380583930602867
-1905	XGBoost_3_AutoML_20190416_023844	front_door_structure_corridor	1.2761907218782093e+19	0.014963822598722844	0.00416384393720236
-1906	XGBoost_3_AutoML_20190416_023844	heat_type_central	1.0553964724905574e+19	0.012374925875047795	0.0034434556904292756
-1907	XGBoost_3_AutoML_20190416_023643	supply_area	7.678731658783894e+20	1.0	0.2515687703512406
-1908	XGBoost_3_AutoML_20190416_023643	city	5.765088141556968e+20	0.7507865097697664	0.1888744390590798
-1909	XGBoost_3_AutoML_20190416_023643	exclusive_use_area	5.4235713857204414e+20	0.7063108370919932	0.17768574877298815
-1910	XGBoost_3_AutoML_20190416_023643	apartment_building_count_in_sites	1.9678531348353516e+20	0.25627320009083465	0.06447033382082872
-1911	XGBoost_3_AutoML_20190416_023643	heat_fuel_cogeneration	1.515664464358985e+20	0.19738474160966132	0.04965583673283985
-1912	XGBoost_3_AutoML_20190416_023643	total_parking_capacity_in_site	1.5051802251639547e+20	0.1960193808103896	0.04931235459548128
-1913	XGBoost_3_AutoML_20190416_023643	bathroom_count	1.1053788857046034e+20	0.1439533160974746	0.036214158718625135
-1914	XGBoost_3_AutoML_20190416_023643	total_household_count_in_sites	1.0999466825368784e+20	0.143245881144788	0.036036190177474274
-1915	XGBoost_3_AutoML_20190416_023643	room_count	9.893387154933101e+19	0.1288414232266576	0.03241247841143402
-1916	XGBoost_3_AutoML_20190416_023643	heat_type_individual	8.06185586975593e+19	0.1049894204928202	0.026412059413268116
-1917	XGBoost_3_AutoML_20190416_023643	floor	6.969083808453545e+19	0.09075826735632095	0.0228319457180388
-1918	XGBoost_3_AutoML_20190416_023643	heat_type_district	6.750715081716767e+19	0.08791445490863657	0.02211653131746529
-1919	XGBoost_3_AutoML_20190416_023643	total_household_count_of_area_type	4.660924348142453e+19	0.06069914349475547	0.015270008890349138
-1920	XGBoost_3_AutoML_20190416_023643	front_door_structure_corridor	1.971480203793059e+19	0.025674555270307348	0.006458916298666183
-1921	XGBoost_3_AutoML_20190416_023643	front_door_structure_stairway	1.8862214333474013e+19	0.024564231661744623	0.006179593553768106
-1922	XGBoost_3_AutoML_20190416_023643	front_door_structure_mixed	1.7985420880531948e+19	0.023422384945511115	0.005892340579435641
-1923	XGBoost_3_AutoML_20190416_023643	heat_fuel_gas	1.7920539798888514e+19	0.023337890416301705	0.005871084394621023
-1924	XGBoost_3_AutoML_20190416_023643	heat_type_central	8.354890342062883e+18	0.010880560375495755	0.0027372091943958995
-1925	DRF_1_AutoML_20190416_023643	supply_area	9.420495296232224e+20	1.0	0.2552046759557806
-1926	DRF_1_AutoML_20190416_023643	exclusive_use_area	6.239361514627913e+20	0.66231777825136	0.16902659397839087
-1927	DRF_1_AutoML_20190416_023643	city	5.895874785798133e+20	0.6258561360522327	0.15972141239614698
-1928	DRF_1_AutoML_20190416_023643	apartment_building_count_in_sites	2.1898886888702974e+20	0.23246003739805005	0.059324888516838
-1929	DRF_1_AutoML_20190416_023643	total_parking_capacity_in_site	2.100119106000991e+20	0.22293085872469406	0.05689299756137946
-1930	DRF_1_AutoML_20190416_023643	floor	2.0796896521913316e+20	0.22076224092199423	0.056339556157769505
-1931	DRF_1_AutoML_20190416_023643	total_household_count_in_sites	1.629814881945387e+20	0.1730073452292089	0.04415228347719012
-1932	DRF_1_AutoML_20190416_023643	room_count	1.5701237150873813e+20	0.1666710364703818	0.04253522785363788
-1933	DRF_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.4121180887545754e+20	0.14989849730293472	0.03825479743045391
-1934	DRF_1_AutoML_20190416_023643	total_household_count_of_area_type	1.3200979375246069e+20	0.1401304173521096	0.03576193775189342
-1935	DRF_1_AutoML_20190416_023643	heat_fuel_gas	7.893278746985313e+19	0.08378836248814084	0.021383181897651465
-1936	DRF_1_AutoML_20190416_023643	bathroom_count	7.0413300786867995e+19	0.07474479692700463	0.019075221679136844
-1937	DRF_1_AutoML_20190416_023643	heat_type_individual	4.0361699665145496e+19	0.0428445621975825	0.01093413261210133
-1938	DRF_1_AutoML_20190416_023643	heat_type_district	3.601724774882581e+19	0.03823285996780986	0.009757204638947652
-1939	DRF_1_AutoML_20190416_023643	front_door_structure_stairway	3.3039451402436346e+19	0.03507188355122967	0.00895050867685044
-1940	DRF_1_AutoML_20190416_023643	front_door_structure_corridor	1.870319636479528e+19	0.01985372931747625	0.005066764556980307
-1941	DRF_1_AutoML_20190416_023643	front_door_structure_mixed	1.5643190633508635e+19	0.016605486380068795	0.004237797770713585
-1942	DRF_1_AutoML_20190416_023643	heat_type_central	1.2479775833629655e+19	0.013247473132990158	0.003380817088137663
-1943	XGBoost_grid_1_AutoML_20190416_023844_model_2	city	5.1678703689397384e+20	1.0	0.22795148050995037
-1944	XGBoost_grid_1_AutoML_20190416_023844_model_2	supply_area	5.157405481149357e+20	0.997975009618415	0.22748988095444966
-1945	XGBoost_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	4.987945230639311e+20	0.9651838909540331	0.22001509690732635
-1946	XGBoost_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	1.4163427642722117e+20	0.27406700694057745	0.06247397999103547
-1947	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	1.2155751955947323e+20	0.23521781871709851	0.05361825001888372
-1948	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	7.160015761835452e+19	0.13854867190301506	0.031582374882979644
-1949	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	6.39412762786157e+19	0.12372848332829633	0.028204090955935863
-1950	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	6.3299900359808385e+19	0.12248739972321568	0.0279211841107211
-1951	XGBoost_grid_1_AutoML_20190416_023844_model_2	bathroom_count	5.8767361586394825e+19	0.11371678736293801	0.025921910038216936
-1952	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	5.122437756831662e+19	0.09912086393689094	0.02259474768383964
-1953	XGBoost_grid_1_AutoML_20190416_023844_model_2	floor	4.721263347251544e+19	0.09135800649388537	0.020825192836718832
-1954	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_district	3.4037698009294176e+19	0.06586407084409412	0.015013812461323512
-1955	XGBoost_grid_1_AutoML_20190416_023844_model_2	room_count	2.7640994445591052e+19	0.05348623799025747	0.012192267136786743
-1956	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	2.370678131271087e+19	0.04587340552347224	0.01045691070510883
-1957	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	1.0293849960587723e+19	0.019918939961142353	0.004540551854331213
-1958	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	8.781315585930691e+18	0.01699213594580218	0.003873382545871953
-1959	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_central	8.595572887627235e+18	0.016632717684423533	0.003791452621068378
-1960	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	3.476435864702157e+18	0.006727018319957195	0.0015334337854518015
-1961	GBM_grid_1_AutoML_20190416_023844_model_51	supply_area	5.00439392459084e+20	1.0	0.3307831805305442
-1962	GBM_grid_1_AutoML_20190416_023844_model_51	city	2.587335050344813e+20	0.5170126671345829	0.17101909440935686
-1963	GBM_grid_1_AutoML_20190416_023844_model_51	exclusive_use_area	2.1050774636376097e+20	0.42064583551138435	0.13914256734738384
-1964	GBM_grid_1_AutoML_20190416_023844_model_51	total_parking_capacity_in_site	8.090046468282804e+19	0.16165886599233387	0.05347403385390522
-1965	GBM_grid_1_AutoML_20190416_023844_model_51	apartment_building_count_in_sites	7.620444172450372e+19	0.15227506641722696	0.05037003078499019
-1966	GBM_grid_1_AutoML_20190416_023844_model_51	room_count	6.839419281799224e+19	0.1366682836095565	0.04520756953001953
-1967	GBM_grid_1_AutoML_20190416_023844_model_51	total_household_count_in_sites	6.534581442216932e+19	0.13057687985166355	0.043192635621088
-1968	GBM_grid_1_AutoML_20190416_023844_model_51	floor	3.9624266012489155e+19	0.0791789507572165	0.026191065162543412
-1969	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_individual	3.77753536475001e+19	0.0754843727666555	0.024968960904107496
-1970	GBM_grid_1_AutoML_20190416_023844_model_51	heat_fuel_cogeneration	3.752031093032118e+19	0.07497473519411013	0.024800381366943076
-1971	GBM_grid_1_AutoML_20190416_023844_model_51	heat_fuel_gas	3.417262347918508e+19	0.06828523892027352	0.022587608513336178
-1972	GBM_grid_1_AutoML_20190416_023844_model_51	total_household_count_of_area_type	2.986119429509402e+19	0.05966995153670976	0.019737816351416287
-1973	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_district	2.5304670775032152e+19	0.050564905873394184	0.01672602038802892
-1974	GBM_grid_1_AutoML_20190416_023844_model_51	bathroom_count	2.109097058246433e+19	0.042144904858161684	0.013940825672139905
-1975	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_stairway	1.3733553340829139e+19	0.027442990195764808	0.009077679580223624
-1976	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_mixed	5.288045648451469e+18	0.010566805347730137	0.0034953214809693373
-1977	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_central	4.425180533932163e+18	0.008842590332842286	0.0029249801544262146
-1978	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_corridor	3.570771763342082e+18	0.007135273156247445	0.002360228348577744
-1979	XGBoost_3_AutoML_20190416_022142	supply_area	9.343426040233963e+20	1.0	0.30631707650558293
-1980	XGBoost_3_AutoML_20190416_022142	city	6.131125941833365e+20	0.6561967650230193	0.2010042746742722
-1981	XGBoost_3_AutoML_20190416_022142	exclusive_use_area	4.944941131853736e+20	0.5292428184865167	0.16211611292036465
-1982	XGBoost_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.755396877945311e+20	0.187875076057364	0.057549344046155776
-1983	XGBoost_3_AutoML_20190416_022142	heat_fuel_cogeneration	1.4261622827175536e+20	0.1526380448217089	0.046755639653313995
-1984	XGBoost_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.4002265626369222e+20	0.14986221934088964	0.04590535690713975
-1985	XGBoost_3_AutoML_20190416_022142	room_count	8.698132693438274e+19	0.09309361101573475	0.0285161627676878
-1986	XGBoost_3_AutoML_20190416_022142	heat_type_individual	7.436779990928065e+19	0.0795937160406082	0.02438091440577463
-1987	XGBoost_3_AutoML_20190416_022142	total_household_count_in_sites	7.193606721673311e+19	0.07699110252167395	0.023583689441380777
-1988	XGBoost_3_AutoML_20190416_022142	floor	6.644806603292174e+19	0.07111745279171477	0.021784490227681877
-1989	XGBoost_3_AutoML_20190416_022142	bathroom_count	6.327441807832305e+19	0.06772078871910098	0.02074403401908727
-1990	XGBoost_3_AutoML_20190416_022142	heat_fuel_gas	4.9812798152298725e+19	0.053313204319056604	0.016330744886158235
-1991	XGBoost_3_AutoML_20190416_022142	total_household_count_of_area_type	4.5199071440290185e+19	0.04837526539585942	0.014818169871241349
-1992	XGBoost_3_AutoML_20190416_022142	heat_type_district	4.380590664501428e+19	0.04688420120882914	0.014361431448588058
-1993	XGBoost_3_AutoML_20190416_022142	front_door_structure_stairway	2.1839309191444955e+19	0.023373984122528668	0.007159850482700895
-1994	XGBoost_3_AutoML_20190416_022142	front_door_structure_mixed	1.4788885491889471e+19	0.01582811853832489	0.004848422997243501
-1995	XGBoost_3_AutoML_20190416_022142	heat_type_central	6.117621124294509e+18	0.006547513832668301	0.0020056152956028184
-1996	XGBoost_3_AutoML_20190416_022142	front_door_structure_corridor	5.547390204874064e+18	0.005937212090068789	0.0018186694500234733
-1997	DRF_1_AutoML_20190416_022142	city	6.907008196699079e+20	1.0	0.18703113875544292
-1998	DRF_1_AutoML_20190416_022142	supply_area	6.894123679640149e+20	0.9981345733649067	0.1866822458876167
-1999	DRF_1_AutoML_20190416_022142	exclusive_use_area	6.538627117241566e+20	0.9466656084708911	0.17705594677292505
-2000	DRF_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.8671213531170655e+20	0.41510322146241097	0.07763722821116753
-2001	DRF_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.930921506828588e+20	0.27955975320130544	0.05228637899143073
-2002	DRF_1_AutoML_20190416_022142	floor	1.8870745664096253e+20	0.2732115718802064	0.05109907140991955
-2003	DRF_1_AutoML_20190416_022142	total_household_count_in_sites	1.8712062386757016e+20	0.27091414768697797	0.05066938154685573
-2004	DRF_1_AutoML_20190416_022142	room_count	1.7962591280799783e+20	0.2600632686288727	0.04863992928012072
-2005	DRF_1_AutoML_20190416_022142	total_household_count_of_area_type	1.3600847125207738e+20	0.1969137249859889	0.03682899822070562
-2006	DRF_1_AutoML_20190416_022142	bathroom_count	1.174380189261035e+20	0.17002733395079533	0.03180040588836923
-2007	DRF_1_AutoML_20190416_022142	heat_fuel_gas	1.0129650213509608e+20	0.14665756757536003	0.027429531870722907
-2008	DRF_1_AutoML_20190416_022142	heat_type_district	1.0004770321654717e+20	0.14484955043829376	0.02709137636668805
-2009	DRF_1_AutoML_20190416_022142	heat_type_individual	5.821088995548437e+19	0.08427800908547332	0.01576261201129764
-2010	DRF_1_AutoML_20190416_022142	heat_fuel_cogeneration	4.5106725657696535e+19	0.06530573639575735	0.01221420624536127
-2011	DRF_1_AutoML_20190416_022142	front_door_structure_corridor	2.1063397029862965e+19	0.030495688480476034	0.005703643343634675
-2012	DRF_1_AutoML_20190416_022142	front_door_structure_stairway	1.9367923711553307e+19	0.028040973978877583	0.005244535295081218
-2013	DRF_1_AutoML_20190416_022142	heat_type_central	1.4095186013739549e+19	0.020407078741380043	0.0038167591756723004
-2014	DRF_1_AutoML_20190416_022142	front_door_structure_mixed	1.1103330212165714e+19	0.01607545538670722	0.0030066107269881705
-2015	XGBoost_3_AutoML_20190416_015849	supply_area	7.189425410894274e+20	1.0	0.23538451872135874
-2016	XGBoost_3_AutoML_20190416_015849	exclusive_use_area	6.47428193756551e+20	0.9005284243932633	0.21197044977071178
-2017	XGBoost_3_AutoML_20190416_015849	city	5.821097439797738e+20	0.8096749193582171	0.1905849412138889
-2018	XGBoost_3_AutoML_20190416_015849	apartment_building_count_in_sites	1.942425916892334e+20	0.27017818613834405	0.0635957623131838
-2019	XGBoost_3_AutoML_20190416_015849	heat_fuel_cogeneration	1.4375684404222414e+20	0.19995595729303572	0.04706653677288978
-2020	XGBoost_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.3955547817109671e+20	0.1941121441494137	0.045690993628580756
-2021	XGBoost_3_AutoML_20190416_015849	total_household_count_in_sites	1.1722167022212927e+20	0.16304734178687078	0.03837882007529946
-2022	XGBoost_3_AutoML_20190416_015849	heat_type_individual	1.0065613776698632e+20	0.14000581689666067	0.03295520182841115
-2023	XGBoost_3_AutoML_20190416_015849	bathroom_count	8.239188623520852e+19	0.11460148972455922	0.02697541650356611
-2024	XGBoost_3_AutoML_20190416_015849	room_count	7.511650575514495e+19	0.10448193209059442	0.024593429300222257
-2025	XGBoost_3_AutoML_20190416_015849	floor	7.289777045513018e+19	0.10139582273802686	0.023867006935546657
-2026	XGBoost_3_AutoML_20190416_015849	total_household_count_of_area_type	4.758216613647142e+19	0.06618354516116023	0.015578581925033015
-2027	XGBoost_3_AutoML_20190416_015849	heat_type_district	3.993024250631317e+19	0.055540241708059324	0.01307331306411948
-2028	XGBoost_3_AutoML_20190416_015849	heat_fuel_gas	2.8084708960049824e+19	0.03906391311535484	0.009195040388030774
-2029	XGBoost_3_AutoML_20190416_015849	front_door_structure_stairway	2.4306268037523177e+19	0.03380835970659272	0.007957964478294903
-2030	XGBoost_3_AutoML_20190416_015849	heat_type_central	1.6046617942414066e+19	0.02231975022384726	0.0052537236644212264
-2031	XGBoost_3_AutoML_20190416_015849	front_door_structure_corridor	1.534276007633512e+19	0.02134073197711453	0.0050232779255946144
-2032	XGBoost_3_AutoML_20190416_015849	front_door_structure_mixed	8.720184388693787e+18	0.012129181249283043	0.002855021490846618
-2033	GBM_grid_1_AutoML_20190416_023844_model_26	supply_area	8.67518263121217e+20	1.0	0.2538077963087307
-2034	GBM_grid_1_AutoML_20190416_023844_model_26	city	6.974125201208293e+20	0.8039168162427273	0.2040403555460974
-2035	GBM_grid_1_AutoML_20190416_023844_model_26	exclusive_use_area	6.523628019420097e+20	0.7519873986224727	0.1908602644963048
-2036	GBM_grid_1_AutoML_20190416_023844_model_26	apartment_building_count_in_sites	1.6972805635820015e+20	0.1956478192718858	0.04965694186200615
-2037	GBM_grid_1_AutoML_20190416_023844_model_26	total_parking_capacity_in_site	1.6800178791821974e+20	0.1936579263631538	0.04915189152795051
-2038	GBM_grid_1_AutoML_20190416_023844_model_26	heat_fuel_gas	1.5791514971997943e+20	0.18203092249818628	0.04620086729931001
-2039	GBM_grid_1_AutoML_20190416_023844_model_26	total_household_count_in_sites	1.2938608632970346e+20	0.14914508642641053	0.03785418571616244
-2040	GBM_grid_1_AutoML_20190416_023844_model_26	bathroom_count	1.1731778513058293e+20	0.13523379289847906	0.034323390962034246
-2041	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_individual	8.277569495813954e+19	0.09541665977189163	0.024217492147843734
-2042	GBM_grid_1_AutoML_20190416_023844_model_26	room_count	7.855861046878142e+19	0.09055556961548894	0.0229837095675891
-2043	GBM_grid_1_AutoML_20190416_023844_model_26	floor	7.572237184642161e+19	0.08728619911007111	0.02215391784429224
-2044	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_district	6.837210143036696e+19	0.07881344328633855	0.020003466360008715
-2045	GBM_grid_1_AutoML_20190416_023844_model_26	heat_fuel_cogeneration	5.048285373240495e+19	0.05819226623630292	0.014769650855646998
-2046	GBM_grid_1_AutoML_20190416_023844_model_26	total_household_count_of_area_type	4.077926339504924e+19	0.04700680680580809	0.011930694046892397
-2047	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_stairway	3.1385669366028698e+19	0.036178684300094355	0.009182432135556222
-2048	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_corridor	1.7336842061051068e+19	0.019984411623422637	0.005072199474667483
-2049	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_central	7.161506259798065e+18	0.00825516483541442	0.0020952251950418594
-2050	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_mixed	5.795304238414299e+18	0.006680325342735211	0.00169551865386499
-2051	GBM_grid_1_AutoML_20190416_022142_model_34	city	3.9895869134000987e+20	1.0	0.19327837501244322
-2052	GBM_grid_1_AutoML_20190416_022142_model_34	exclusive_use_area	3.768389099264588e+20	0.944556211222631	0.18256228961302018
-2053	GBM_grid_1_AutoML_20190416_022142_model_34	supply_area	2.9804530303649605e+20	0.7470580526405651	0.14439016645432867
-2054	GBM_grid_1_AutoML_20190416_022142_model_34	room_count	1.8994343085588506e+20	0.4760979895384885	0.09201944576469023
-2055	GBM_grid_1_AutoML_20190416_022142_model_34	apartment_building_count_in_sites	1.5208611961165054e+20	0.381207686191341	0.07367920212931577
-2056	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_in_sites	1.0364171645667718e+20	0.2597805705361842	0.05020996653303907
-2057	GBM_grid_1_AutoML_20190416_022142_model_34	total_parking_capacity_in_site	9.139439717236867e+19	0.22908235653519932	0.04427666561514447
-2058	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_district	7.707526372979533e+19	0.19319108820744665	0.037339659595620876
-2059	GBM_grid_1_AutoML_20190416_022142_model_34	bathroom_count	7.038451997049933e+19	0.17642057059615376	0.03409828120359262
-2060	GBM_grid_1_AutoML_20190416_022142_model_34	floor	6.524578525232077e+19	0.16354020270413283	0.03160878462786036
-2061	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_of_area_type	5.372384017713516e+19	0.1346601574130124	0.026026896403706846
-2062	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_gas	4.528168434595476e+19	0.1134996813676726	0.02193703397917384
-2063	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_individual	4.111756553072987e+19	0.10306221276349561	0.019919697008115116
-2064	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_corridor	3.4866811140497736e+19	0.08739453957849168	0.016891474594691525
-2065	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_cogeneration	2.9559809361827594e+19	0.07409240606475583	0.014320459844958099
-2066	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_stairway	1.7376999524232331e+19	0.04355588661539623	0.008418410987250009
-2067	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_central	1.0127109022235492e+19	0.025383853622090242	0.0049061499796313225
-2068	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_mixed	8.498256212964409e+18	0.021301093064098275	0.00411704065341774
-2069	XGBoost_grid_1_AutoML_20190416_022142_model_12	supply_area	6.338901621704428e+20	1.0	0.27969038090802445
-2070	XGBoost_grid_1_AutoML_20190416_022142_model_12	city	4.91786288725045e+20	0.7758225605539713	0.2169901074783791
-2071	XGBoost_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4533447331848546e+20	0.7025420173641096	0.19649424444045974
-2072	XGBoost_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	1.4415544779361852e+20	0.22741392183786163	0.06360548642261922
-2073	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	1.0960470226564127e+20	0.1729080348720893	0.048360714135432636
-2074	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	9.521712642326213e+19	0.15021076537493225	0.04201250618420069
-2075	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	7.912573856638829e+19	0.12482562956248035	0.03491252787941409
-2076	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	5.968109093344877e+19	0.0941505240105012	0.02633299592318718
-2077	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	4.928988361626799e+19	0.07775776713034827	0.021748099507244573
-2078	XGBoost_grid_1_AutoML_20190416_022142_model_12	floor	4.649545282404273e+19	0.07334938385041676	0.020515117108491958
-2079	XGBoost_grid_1_AutoML_20190416_022142_model_12	room_count	2.619830764660012e+19	0.041329411955056995	0.011559438972414552
-2080	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_district	2.604518086122301e+19	0.041087845206564166	0.011491875076513879
-2081	XGBoost_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.5431835911347765e+19	0.024344652799956838	0.006808965214693532
-2082	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.2569823636921254e+19	0.019829655651827944	0.0055461639425347185
-2083	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	1.2484096914326815e+19	0.01969441657144703	0.00550833887262933
-2084	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	1.2315206430742282e+19	0.019427981637347012	0.00543381958442369
-2085	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	4.0105398556908585e+18	0.0063268687464067145	0.0017695643296375691
-2086	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_central	2.7642233595195556e+18	0.004360729231157086	0.0012196540196990821
-2087	XRT_1_AutoML_20190416_022142	supply_area	1.031970088633162e+21	1.0	0.2345458123006512
-2088	XRT_1_AutoML_20190416_022142	exclusive_use_area	7.63839770199614e+20	0.7401762692669853	0.17360524432089058
-2089	XRT_1_AutoML_20190416_022142	city	7.005793247150568e+20	0.6788756112524247	0.15922743169230105
-2090	XRT_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.7749762973661816e+20	0.26890084586091256	0.06306956732077994
-2091	XRT_1_AutoML_20190416_022142	floor	2.384029896791357e+20	0.23101734469348717	0.05418415076667348
-2092	XRT_1_AutoML_20190416_022142	total_parking_capacity_in_site	2.362810026062722e+20	0.22896109607132598	0.05370186626329659
-2093	XRT_1_AutoML_20190416_022142	total_household_count_in_sites	2.1958524399393545e+20	0.2127825664838549	0.04990725989937307
-2094	XRT_1_AutoML_20190416_022142	room_count	1.9452716289068787e+20	0.18850077636294468	0.04421206771135025
-2095	XRT_1_AutoML_20190416_022142	total_household_count_of_area_type	1.526256015888886e+20	0.1478973114337454	0.0346886950473102
-2096	XRT_1_AutoML_20190416_022142	heat_fuel_cogeneration	1.437955644437079e+20	0.1393408258897932	0.032681807194965155
-2097	XRT_1_AutoML_20190416_022142	bathroom_count	1.0739049695353294e+20	0.10406357522994779	0.02440767578321803
-2098	XRT_1_AutoML_20190416_022142	heat_fuel_gas	1.0064608383266193e+20	0.09752810177470071	0.022874807852887757
-2099	XRT_1_AutoML_20190416_022142	heat_type_district	8.337219321034755e+19	0.08078935051380559	0.018948803841502566
-2100	XRT_1_AutoML_20190416_022142	heat_type_individual	4.260708272897104e+19	0.041287129538225144	0.009683723335105227
-2101	XRT_1_AutoML_20190416_022142	front_door_structure_stairway	3.8776287460776215e+19	0.03757501102782462	0.008813061483727052
-2102	XRT_1_AutoML_20190416_022142	front_door_structure_mixed	3.02973881500188e+19	0.029358785185477135	0.006885980119488059
-2103	XRT_1_AutoML_20190416_022142	front_door_structure_corridor	2.27317300031526e+19	0.02202750860081675	0.005166459897738146
-2104	XRT_1_AutoML_20190416_022142	heat_type_central	1.494011891824355e+19	0.014477279024658209	0.0033955851687416387
-2105	GBM_grid_1_AutoML_20190416_021340_model_14	exclusive_use_area	7.65498924449835e+20	1.0	0.20264853791401577
-2106	GBM_grid_1_AutoML_20190416_021340_model_14	supply_area	6.75052992395865e+20	0.8818470814717687	0.17870502172399588
-2107	GBM_grid_1_AutoML_20190416_021340_model_14	city	6.54089017605432e+20	0.8544610537180396	0.17315528324043
-2108	GBM_grid_1_AutoML_20190416_021340_model_14	apartment_building_count_in_sites	2.7845066882338836e+20	0.36375056832837643	0.07371352083713777
-2109	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_in_sites	1.9984239561340355e+20	0.26106162821460593	0.05290375726314226
-2110	GBM_grid_1_AutoML_20190416_021340_model_14	bathroom_count	1.819686994079048e+20	0.23771254745875173	0.04817210018633212
-2111	GBM_grid_1_AutoML_20190416_021340_model_14	total_parking_capacity_in_site	1.6458390764476642e+20	0.21500214094102493	0.04356986951008185
-2112	GBM_grid_1_AutoML_20190416_021340_model_14	room_count	1.470508489376457e+20	0.1920980477449153	0.038928388511643874
-2113	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_district	1.2541370914822318e+20	0.16383263926642114	0.03320044480993461
-2114	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_individual	1.2219295811549056e+20	0.15962525120895601	0.03234782377165241
-2115	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_cogeneration	1.1697978646011157e+20	0.15281508924938736	0.03096775440758818
-2116	GBM_grid_1_AutoML_20190416_021340_model_14	floor	1.1015358726632007e+20	0.14389776882506738	0.029160672461488943
-2117	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_of_area_type	1.0095728080769463e+20	0.131884288250637	0.026726158187822195
-2118	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_gas	6.789740707628397e+19	0.08869693334328578	0.017974303859473777
-2119	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_stairway	3.137398595547195e+19	0.04098501637741748	0.008305553645265642
-2120	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_corridor	1.5780108418469069e+19	0.020614148386701198	0.004177427030907565
-2121	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_central	1.4619032935630635e+19	0.019097391869149067	0.003870058540254071
-2122	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_mixed	5.565438688244007e+18	0.007270341617062225	0.0014733240988330809
-2123	XGBoost_grid_1_AutoML_20190416_021340_model_12	supply_area	8.449281370215825e+20	1.0	0.2766229284564075
-2124	XGBoost_grid_1_AutoML_20190416_021340_model_12	city	7.002564025480255e+20	0.8287762850654581	0.22925852301002939
-2125	XGBoost_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	6.122282701752558e+20	0.7245921201457365	0.20043879421115068
-2126	XGBoost_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	1.756448890670767e+20	0.20788145331061464	0.05750477638655617
-2127	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	1.4995802805022962e+20	0.17748021574809877	0.0490950970233141
-2128	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_district	1.1544001278438801e+20	0.13662701918215236	0.03779416615243675
-2129	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	1.1098303245003522e+20	0.13135203763157471	0.03633498530836244
-2130	XGBoost_grid_1_AutoML_20190416_021340_model_12	floor	7.086515608541882e+19	0.08387122286544077	0.02320070328225823
-2131	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	5.816776271139648e+19	0.06884344379445216	0.019043675027445448
-2132	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	5.198342761957504e+19	0.06152408156606009	0.01701897161339442
-2133	XGBoost_grid_1_AutoML_20190416_021340_model_12	bathroom_count	5.118968137939052e+19	0.060584657009810236	0.016759105241580724
-2134	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	3.1641283829254062e+19	0.0374484911116717	0.010359111277584373
-2135	XGBoost_grid_1_AutoML_20190416_021340_model_12	room_count	2.70076449616665e+19	0.03196442842685996	0.00884209379787324
-2136	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.968197501877171e+19	0.02329425918771239	0.006443726192727577
-2137	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	1.621753482592859e+19	0.0191939812575023	0.0053094953041876855
-2138	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	1.319639902970708e+19	0.015618368535133771	0.004320398841900115
-2139	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_central	5.050360371584434e+18	0.005977266172466724	0.0016534488727911673
-2140	GBM_grid_1_AutoML_20190416_022142_model_20	supply_area	1.6819621675838262e+20	1.0	0.2991790988893515
-2141	GBM_grid_1_AutoML_20190416_022142_model_20	city	1.1309807060941118e+20	0.6724174466532675	0.2011732457672032
-2142	GBM_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	8.156116561800515e+19	0.4849167667972548	0.1450769613267405
-2143	GBM_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	3.701067409670747e+19	0.22004462888647533	0.06583275378569746
-2144	GBM_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	3.0300699879041663e+19	0.18015090031762873	0.05389738402113356
-2145	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_district	2.904752930226071e+19	0.17270025368042669	0.05166830627407247
-2146	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	2.618917510301981e+19	0.15570608904147415	0.046584007411013366
-2147	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	1.8931648492768068e+19	0.11255692225208475	0.033674678573137516
-2148	GBM_grid_1_AutoML_20190416_022142_model_20	floor	1.7687705017567412e+19	0.10516113476545176	0.03146201353730952
-2149	GBM_grid_1_AutoML_20190416_022142_model_20	bathroom_count	1.129794706881695e+19	0.06717123183006361	0.020096228610206157
-2150	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	9.82818039794552e+18	0.058432826774361436	0.017481880459911028
-2151	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	7.08418200506309e+18	0.042118557370643274	0.01260099204066851
-2152	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	3.570898482057183e+18	0.021230551738193097	0.0063517373379563665
-2153	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	3.0000391917414646e+18	0.01783654382697016	0.0053363211094533585
-2154	GBM_grid_1_AutoML_20190416_022142_model_20	room_count	2.474509467304067e+18	0.014712039991117943	0.00440153486736677
-2155	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.908413261359874e+18	0.01134635069765778	0.00339459097740782
-2156	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_central	6.535104040093614e+17	0.0038854048955699327	0.0011624319354768874
-2157	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	3.518386012873032e+17	0.0020918342164183553	0.0006258330758939563
-2158	GBM_grid_1_AutoML_20190416_023844_model_61	exclusive_use_area	4.835739396201628e+20	1.0	0.19251829467948417
-2159	GBM_grid_1_AutoML_20190416_023844_model_61	supply_area	3.791947499284107e+20	0.7841505070067676	0.1509633183809958
-2160	GBM_grid_1_AutoML_20190416_023844_model_61	city	3.2735026099616796e+20	0.6769394174824531	0.13032322225504525
-2161	GBM_grid_1_AutoML_20190416_023844_model_61	total_household_count_in_sites	3.1300147592401676e+20	0.6472670470411884	0.12461074809859507
-2162	GBM_grid_1_AutoML_20190416_023844_model_61	floor	1.9609197024715263e+20	0.4055056614530939	0.07806725842582589
-2163	GBM_grid_1_AutoML_20190416_023844_model_61	apartment_building_count_in_sites	1.907150417279792e+20	0.3943865169363383	0.07592661968516536
-2164	GBM_grid_1_AutoML_20190416_023844_model_61	total_household_count_of_area_type	1.875338643177535e+20	0.38780804537369695	0.07466014355832816
-2165	GBM_grid_1_AutoML_20190416_023844_model_61	total_parking_capacity_in_site	9.985948441805796e+19	0.20650303135957965	0.03975561144349032
-2166	GBM_grid_1_AutoML_20190416_023844_model_61	bathroom_count	8.95672639337026e+19	0.185219377214694	0.035658118642969
-2167	GBM_grid_1_AutoML_20190416_023844_model_61	room_count	5.989067544188892e+19	0.1238500889624693	0.023843407922956993
-2168	GBM_grid_1_AutoML_20190416_023844_model_61	heat_fuel_gas	5.2589223342107525e+19	0.10875115268497565	0.02093658645933972
-2169	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_district	4.338777116906409e+19	0.08972313769254041	0.017273345461860427
-2170	GBM_grid_1_AutoML_20190416_023844_model_61	heat_fuel_cogeneration	3.5839845945730662e+19	0.07411451074861915	0.014268399220328458
-2171	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_stairway	2.082809274542588e+19	0.04307116459126376	0.008291987156969481
-2172	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_corridor	1.6011497341999645e+19	0.033110753144754534	0.00637442573098151
-2173	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_mixed	5.716920054470148e+18	0.01182222528153744	0.0022759946505182724
-2174	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_central	5.397269484287295e+18	0.011161208332539047	0.0021487367947428666
-2175	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_individual	5.284349090358886e+18	0.010927696175086755	0.002103781432403224
-2176	XGBoost_grid_1_AutoML_20190416_022142_model_8	supply_area	8.495716297123782e+20	1.0	0.2969625084116821
-2177	XGBoost_grid_1_AutoML_20190416_022142_model_8	city	7.310119769845478e+20	0.8604477261464479	0.25552071511357727
-2178	XGBoost_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	5.153091877131266e+20	0.6065517840886285	0.1801231392845401
-2179	XGBoost_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.574594065483128e+20	0.1853397654081511	0.05503896164403725
-2180	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2567563920623849e+20	0.14792824384776818	0.043929142357968215
-2181	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	8.830277278520207e+19	0.10393799615824849	0.030865688058437247
-2182	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.373431076788581e+19	0.09856062495428902	0.029268810417048693
-2183	XGBoost_grid_1_AutoML_20190416_022142_model_8	bathroom_count	6.221623049556538e+19	0.07323247189484028	0.021747298551079774
-2184	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	5.263508177307881e+19	0.06195484869345081	0.018398267276273375
-2185	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_district	4.87952265290711e+19	0.057435094137489845	0.01705606962593008
-2186	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.641796364256359e+19	0.05463690408103477	0.01622511208775255
-2187	XGBoost_grid_1_AutoML_20190416_022142_model_8	floor	4.322693900619953e+19	0.05088086453738336	0.015109709163176362
-2188	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_central	1.8099362171006747e+19	0.021304103783614185	0.006326520099044876
-2189	XGBoost_grid_1_AutoML_20190416_022142_model_8	room_count	1.632507256068322e+19	0.019215651735228097	0.005706328140058626
-2190	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	9.235728348527722e+18	0.01087104138782797	0.003228291719576608
-2191	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	9.111644613042504e+18	0.010724986916202986	0.0031849190173181092
-2192	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	3.7435050400656916e+18	0.004406344220007738	0.0013085190324988146
-2193	XGBoost_3_AutoML_20190416_020809	supply_area	8.28011490921272e+20	1.0	0.2693616527510137
-2194	XGBoost_3_AutoML_20190416_020809	city	5.786949599310643e+20	0.6988972571952955	0.1882561203012751
-2195	XGBoost_3_AutoML_20190416_020809	exclusive_use_area	5.528853934165574e+20	0.6677267157263717	0.17985997173406176
-2196	XGBoost_3_AutoML_20190416_020809	apartment_building_count_in_sites	1.6580531552964418e+20	0.20024518662798252	0.05393837442554856
-2197	XGBoost_3_AutoML_20190416_020809	total_parking_capacity_in_site	1.4269337880365315e+20	0.17233260693627322	0.04641979582724536
-2198	XGBoost_3_AutoML_20190416_020809	heat_fuel_cogeneration	1.1569833644426422e+20	0.1397303512243949	0.03763799834528264
-2199	XGBoost_3_AutoML_20190416_020809	room_count	1.0444717469472077e+20	0.1261421801991051	0.033977866140047136
-2200	XGBoost_3_AutoML_20190416_020809	bathroom_count	1.0057123787713597e+20	0.12146116204889523	0.03271697935454912
-2201	XGBoost_3_AutoML_20190416_020809	total_household_count_in_sites	1.0006645648687052e+20	0.1208515311490827	0.03255276816780753
-2202	XGBoost_3_AutoML_20190416_020809	heat_type_district	8.756043531068585e+19	0.10574785044741747	0.028484415771383394
-2203	XGBoost_3_AutoML_20190416_020809	floor	7.668573754639988e+19	0.0926143397612476	0.024946751626533578
-2204	XGBoost_3_AutoML_20190416_020809	heat_type_individual	6.510214945131463e+19	0.07862469321395515	0.02117847731115237
-2205	XGBoost_3_AutoML_20190416_020809	heat_fuel_gas	5.770909483879996e+19	0.06969600720708716	0.01877343169144756
-2206	XGBoost_3_AutoML_20190416_020809	total_household_count_of_area_type	4.5264641915724235e+19	0.05466668326711426	0.014725108155246082
-2207	XGBoost_3_AutoML_20190416_020809	front_door_structure_stairway	2.2444238498814755e+19	0.027106192057603666	0.007301368692422524
-2208	XGBoost_3_AutoML_20190416_020809	front_door_structure_corridor	1.1824823145242558e+19	0.014280989182995373	0.0038467508492509824
-2209	XGBoost_3_AutoML_20190416_020809	front_door_structure_mixed	1.1634848426683793e+19	0.014051554301183053	0.0037849498902872824
-2210	XGBoost_3_AutoML_20190416_020809	heat_type_central	6.877159358715658e+18	0.008305632752830411	0.0022372189654453513
-2211	XGBoost_grid_1_AutoML_20190416_022142_model_4	supply_area	1.2621511062816492e+21	1.0	0.2751538337195414
-2212	XGBoost_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	8.487698482412179e+20	0.6724787895973326	0.18503511705278292
-2213	XGBoost_grid_1_AutoML_20190416_022142_model_4	city	8.298262304648698e+20	0.6574697960766149	0.18090533494528568
-2214	XGBoost_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	2.9426458392587665e+20	0.2331452885960641	0.06415081997085591
-2215	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	2.9254690047268592e+20	0.23178437115548037	0.0637763583197035
-2216	XGBoost_grid_1_AutoML_20190416_022142_model_4	floor	2.5173807780703555e+20	0.19945161601820136	0.05487987678896599
-2217	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_district	1.9058800855255246e+20	0.15100252862276756	0.04154892465189927
-2218	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	1.627776651270281e+20	0.12896844467900362	0.03548616198227443
-2219	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.2690779591678938e+20	0.10054881328010332	0.02766639144997076
-2220	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	1.1953000252566825e+20	0.09470340114648294	0.02605800389173439
-2221	XGBoost_grid_1_AutoML_20190416_022142_model_4	bathroom_count	5.37539184172246e+19	0.042589130691004125	0.011718562584412366
-2222	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	3.5016689968526393e+19	0.02774365905496613	0.0076337741503817984
-2223	XGBoost_grid_1_AutoML_20190416_022142_model_4	room_count	2.954546513313163e+19	0.023408817681247234	0.006441025927836962
-2224	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	2.47664202508172e+19	0.019622389211209526	0.005399175618201268
-2225	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	2.2411642377097708e+19	0.017756703033065	0.004885824913767244
-2226	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.6351073811656868e+19	0.012954925706025664	0.0035645974735647977
-2227	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	1.3163683061222605e+19	0.01042956187710628	0.002869733934500969
-2228	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_central	1.2965286083595076e+19	0.010272372316648645	0.0028264826243203614
-2229	XGBoost_grid_1_AutoML_20190416_021340_model_4	supply_area	5.974870738011978e+20	1.0	0.2504935394855415
-2230	XGBoost_grid_1_AutoML_20190416_021340_model_4	city	4.719177089908537e+20	0.7898375206488151	0.19784919616580612
-2231	XGBoost_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	3.791151628787458e+20	0.6345160916483508	0.1589421816575276
-2232	XGBoost_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	1.3955051717463219e+20	0.23356240376350784	0.05850587320947223
-2233	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	1.2662685750175308e+20	0.21193237988590477	0.05308769196921466
-2234	XGBoost_grid_1_AutoML_20190416_021340_model_4	bathroom_count	9.849286183347657e+19	0.1648451759916201	0.041292651601257925
-2235	XGBoost_grid_1_AutoML_20190416_021340_model_4	room_count	8.332246010039999e+19	0.13945483300635206	0.03493253471812624
-2236	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	8.099554165230508e+19	0.135560324572402	0.03395698551594979
-2237	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	7.15585213120339e+19	0.11976580657516216	0.0300005607983531
-2238	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	6.764091300375639e+19	0.11320899810171053	0.028358122636109415
-2239	XGBoost_grid_1_AutoML_20190416_021340_model_4	floor	6.6385860063068684e+19	0.11110844564506392	0.027831947816368954
-2240	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_district	6.286731730106922e+19	0.10521954374863529	0.02635681593664943
-2241	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	5.260035039978062e+19	0.08803596379941495	0.022052440174136444
-2242	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	4.1147129199377514e+19	0.06886697805460544	0.017250733086571227
-2243	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	2.712240099025748e+19	0.045394121780251144	0.011370934236572818
-2244	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	9.468408098709307e+18	0.015847050947013015	0.003969583882124992
-2245	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_central	5.358026265024528e+18	0.008967601978293688	0.0022463263602403296
-2246	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	3.582345222736052e+18	0.005995686567652855	0.0015018807499772812
-2247	GBM_grid_1_AutoML_20190416_015849_model_11	supply_area	7.250339410604227e+20	1.0	0.22929535214592975
-2248	GBM_grid_1_AutoML_20190416_015849_model_11	city	6.507494577442484e+20	0.8975434402318779	0.2058025391942377
-2249	GBM_grid_1_AutoML_20190416_015849_model_11	exclusive_use_area	3.6456888792605996e+20	0.5028300983990452	0.11529660448198159
-2250	GBM_grid_1_AutoML_20190416_015849_model_11	room_count	2.5428357916673232e+20	0.3507195522389219	0.08041836323508639
-2251	GBM_grid_1_AutoML_20190416_015849_model_11	total_parking_capacity_in_site	2.141653729486276e+20	0.29538668580865723	0.06773079414171516
-2252	GBM_grid_1_AutoML_20190416_015849_model_11	apartment_building_count_in_sites	1.5889482337642086e+20	0.21915501382462718	0.050251226069463986
-2253	GBM_grid_1_AutoML_20190416_015849_model_11	bathroom_count	1.5658845260162584e+20	0.2159739616777142	0.04952182559724302
-2254	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_in_sites	1.1984002082423597e+20	0.16528884240779118	0.03789996332568756
-2255	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_individual	9.47844378114067e+19	0.13073103539508307	0.02997601879731758
-2256	GBM_grid_1_AutoML_20190416_015849_model_11	floor	8.186427898355044e+19	0.11291096091834968	0.0258899585449083
-2257	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_gas	7.837225644201293e+19	0.10809460358143641	0.02478559019328014
-2258	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_cogeneration	7.42396496300401e+19	0.10239472309594004	0.023478634090168538
-2259	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_district	6.916833696487676e+19	0.09540013652838417	0.02187480790004562
-2260	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_of_area_type	3.989291628557343e+19	0.055022136242651905	0.012616320105580192
-2261	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_stairway	3.870596269706366e+19	0.05338503552047916	0.012240940518991238
-2262	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_corridor	2.6205634792087618e+19	0.036144011070377874	0.008287653746348678
-2263	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_central	1.1035133003452908e+19	0.015220160572501066	0.0034899120781892276
-2264	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_mixed	3.615743987941376e+18	0.004986999619153068	0.0011434958338253202
-2265	GBM_grid_1_AutoML_20190416_015849_model_6	city	3.13386568876529e+20	1.0	0.1722129584283133
-2266	GBM_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	2.6401988657208413e+20	0.8424735224568771	0.14508485769982085
-2267	GBM_grid_1_AutoML_20190416_015849_model_6	supply_area	2.5835020648494557e+20	0.8243818725579551	0.1419692411478782
-2268	GBM_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	2.038479956382287e+20	0.6504681945017965	0.11201905213867788
-2269	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.3700349409084257e+20	0.43717091827512394	0.07528649717498147
-2270	GBM_grid_1_AutoML_20190416_015849_model_6	bathroom_count	1.1405957153766873e+20	0.3639580724424951	0.06267829639918845
-2271	GBM_grid_1_AutoML_20190416_015849_model_6	room_count	9.973965524281642e+19	0.3182639753847038	0.054809180762155726
-2272	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	7.9341093311851e+19	0.25317324094738264	0.04359971281843295
-2273	GBM_grid_1_AutoML_20190416_015849_model_6	floor	6.44932882903639e+19	0.2057946788261164	0.03544051046945007
-2274	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	6.350695159345814e+19	0.20264733048747602	0.03489849630084837
-2275	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	6.120100303112818e+19	0.19528917033850524	0.033631325773004796
-2276	GBM_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	6.0147604921021104e+19	0.19192783256999957	0.03305245985161361
-2277	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	4.762394757832691e+19	0.15196550301774495	0.026170428853732632
-2278	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.9031822798151483e+19	0.06072954200423892	0.010458414092546504
-2279	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.3096180743858553e+19	0.04178922150622961	0.007196645466003895
-2280	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_district	1.2248977347843195e+19	0.03908584018694548	0.006731088171250139
-2281	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_central	4.5371440778665e+18	0.014477787271266519	0.0024932625774805846
-2282	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	4.1264407507642614e+18	0.013167254632377163	0.0022675718746205838
-2283	GBM_grid_1_AutoML_20190416_020809_model_1	supply_area	6.618927705972466e+20	1.0	0.30478842669730877
-2284	GBM_grid_1_AutoML_20190416_020809_model_1	city	4.3800964999954406e+20	0.6617531864025561	0.20169471254556598
-2285	GBM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	2.824971003120226e+20	0.426801912426263	0.13008428339980324
-2286	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.1627837720642768e+20	0.1756755510435717	0.05354387481175297
-2287	GBM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.1524839869399224e+20	0.17411944020781492	0.05306959023835603
-2288	GBM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.0962663972163866e+20	0.1656259814149641	0.0504808822956646
-2289	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	8.450987988183994e+19	0.127679110025003	0.038915115066633255
-2290	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	7.423613119283121e+19	0.11215733800181202	0.03418425859213056
-2291	GBM_grid_1_AutoML_20190416_020809_model_1	room_count	6.925587128458727e+19	0.10463306801507369	0.03189094818082681
-2292	GBM_grid_1_AutoML_20190416_020809_model_1	floor	5.113443311911803e+19	0.07725485968516899	0.023546387138164003
-2293	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	4.3680865784657084e+19	0.06599387049543157	0.02011416795996853
-2294	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	3.990330007338615e+19	0.06028665343690059	0.01837467425187883
-2295	GBM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	2.323173071686048e+19	0.03509893407038993	0.010697748894066713
-2296	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	1.9975414881015824e+19	0.03017923109054565	0.009198280363021914
-2297	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	1.9898132407722705e+19	0.030062471281818045	0.009162693324618349
-2298	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	1.6666805172642513e+19	0.025180521548231343	0.007674731546103112
-2299	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	3.946716504233345e+18	0.00596277324599285	0.0018173842763989656
-2300	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	1.654448203015127e+18	0.0024995713452531996	0.0007618404177373982
-2301	GBM_grid_1_AutoML_20190416_023844_model_16	supply_area	3.991279985385013e+21	1.0	0.25453237014573105
-2302	GBM_grid_1_AutoML_20190416_023844_model_16	exclusive_use_area	2.4166613963945395e+21	0.6054853092851665	0.15411561086077444
-2303	GBM_grid_1_AutoML_20190416_023844_model_16	city	2.3205651356580797e+21	0.5814087571293823	0.14798734897562538
-2304	GBM_grid_1_AutoML_20190416_023844_model_16	apartment_building_count_in_sites	9.752143891228996e+20	0.24433625120108604	0.06219148513073516
-2305	GBM_grid_1_AutoML_20190416_023844_model_16	total_parking_capacity_in_site	9.216095205019364e+20	0.2309057555161805	0.058772989231824134
-2306	GBM_grid_1_AutoML_20190416_023844_model_16	total_household_count_in_sites	8.968368374328873e+20	0.22469905411719074	0.05719318281395245
-2307	GBM_grid_1_AutoML_20190416_023844_model_16	total_household_count_of_area_type	6.227880854015328e+20	0.15603718297939861	0.039716514014609454
-2308	GBM_grid_1_AutoML_20190416_023844_model_16	bathroom_count	5.8981223634871674e+20	0.1477752095840055	0.03761357434419907
-2309	GBM_grid_1_AutoML_20190416_023844_model_16	floor	5.6463500336939034e+20	0.14146714974567828	0.03600796892252855
-2310	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_individual	4.804449230415588e+20	0.120373645747935	0.0306389893553045
-2311	GBM_grid_1_AutoML_20190416_023844_model_16	heat_fuel_gas	4.590033555843921e+20	0.11500154267932546	0.029271615228584152
-2312	GBM_grid_1_AutoML_20190416_023844_model_16	room_count	4.2896842745699317e+20	0.10747640582163101	0.027356224308524187
-2313	GBM_grid_1_AutoML_20190416_023844_model_16	heat_fuel_cogeneration	3.500929817175518e+20	0.08771446327982439	0.022326170234674397
-2314	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_district	3.2339367280166253e+20	0.08102505311224535	0.02062349880984355
-2315	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_corridor	1.3034945202968173e+20	0.03265855878489761	0.008312660373063675
-2316	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_stairway	1.1836193414887716e+20	0.0296551318329675	0.007548190992429335
-2317	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_central	6.822102413466403e+19	0.017092517784888794	0.004350599063545806
-2318	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_mixed	2.259619540381991e+19	0.005661390703373619	0.0014410071940506948
-2319	XGBoost_grid_1_AutoML_20190416_022142_model_17	supply_area	8.151869280323811e+20	1.0	0.302734832980139
-2320	XGBoost_grid_1_AutoML_20190416_022142_model_17	city	6.275493050013377e+20	0.7698225810809493	0.23305211050788066
-2321	XGBoost_grid_1_AutoML_20190416_022142_model_17	exclusive_use_area	4.9336518742253135e+20	0.6052172458326438	0.18322034183384514
-2322	XGBoost_grid_1_AutoML_20190416_022142_model_17	apartment_building_count_in_sites	1.6876898315161672e+20	0.20703102239258775	0.06267550198572747
-2323	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_cogeneration	1.312959468232434e+20	0.16106238006067244	0.048759192727051336
-2324	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_parking_capacity_in_site	9.696870122286744e+19	0.11895271855857778	0.03601113138536452
-2325	XGBoost_grid_1_AutoML_20190416_022142_model_17	bathroom_count	7.080279618393788e+19	0.08685467559549166	0.026293935709945322
-2326	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_individual	6.640892341897291e+19	0.08146465692140613	0.024662189306886205
-2327	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_in_sites	6.377099271379878e+19	0.07822867433328819	0.023682544658545683
-2328	XGBoost_grid_1_AutoML_20190416_022142_model_17	floor	4.067378944361995e+19	0.049895046209578436	0.015104968480793044
-2329	XGBoost_grid_1_AutoML_20190416_022142_model_17	room_count	2.9052430925097337e+19	0.03563898036886002	0.01078916076954929
-2330	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_of_area_type	2.8737112980483736e+19	0.035252175902582956	0.010672061584054933
-2331	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_stairway	1.738404519474312e+19	0.021325225659227676	0.006455888628210065
-2332	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_district	1.466189849595111e+19	0.017985934258465813	0.005444968803728408
-2333	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_gas	1.3499810362903495e+19	0.01656038621164844	0.0050134057538699876
-2334	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_corridor	6.315300670584914e+18	0.0077470583168306835	0.0023453044056331333
-2335	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_central	4.995715743195595e+18	0.006128306982612892	0.0018552519908323335
-2336	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_mixed	3.3045563587575153e+18	0.004053740614724689	0.0012272084879434845
-2337	GBM_grid_1_AutoML_20190416_023844_model_50	supply_area	4.325399226989863e+21	1.0	0.22256140389040807
-2338	GBM_grid_1_AutoML_20190416_023844_model_50	exclusive_use_area	2.7648743715582687e+21	0.6392183071347158	0.14226532382835239
-2339	GBM_grid_1_AutoML_20190416_023844_model_50	city	2.1274189769640646e+21	0.4918433803033207	0.10946535321451092
-2340	GBM_grid_1_AutoML_20190416_023844_model_50	apartment_building_count_in_sites	1.4852266399867968e+21	0.34337330776756936	0.0764216454352434
-2341	GBM_grid_1_AutoML_20190416_023844_model_50	total_household_count_in_sites	1.4377343523288263e+21	0.33239344552465183	0.07397795187993639
-2342	GBM_grid_1_AutoML_20190416_023844_model_50	total_parking_capacity_in_site	1.4377216859548743e+21	0.33239051715358425	0.07397730013756049
-2343	GBM_grid_1_AutoML_20190416_023844_model_50	room_count	8.546462716987504e+20	0.19758783567673516	0.043975426099881434
-2344	GBM_grid_1_AutoML_20190416_023844_model_50	bathroom_count	7.744520101403034e+20	0.17904752128030987	0.03984906769924348
-2345	GBM_grid_1_AutoML_20190416_023844_model_50	total_household_count_of_area_type	7.397668339226677e+20	0.17102856756126233	0.03806435810180005
-2346	GBM_grid_1_AutoML_20190416_023844_model_50	floor	6.828360569768913e+20	0.15786659707989345	0.03513501147350248
-2347	GBM_grid_1_AutoML_20190416_023844_model_50	heat_fuel_gas	6.694274335113258e+20	0.1547666234677705	0.03444507699436518
-2348	GBM_grid_1_AutoML_20190416_023844_model_50	heat_fuel_cogeneration	5.7876230281924234e+20	0.1338055223221592	0.02977994489630909
-2349	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_individual	5.230738860519226e+20	0.12093077623633386	0.02691452333271526
-2350	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_district	5.058112368364906e+20	0.11693978065199205	0.02602628175254373
-2351	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_corridor	2.1271816935586975e+20	0.04917885221519883	0.010945314390733556
-2352	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_stairway	1.8140659387941362e+20	0.04193984979408671	0.00933419184912478
-2353	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_central	1.0162360244631293e+20	0.02349461797935238	0.005228995161353488
-2354	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_mixed	3.1733449291940758e+19	0.0073365364967766765	0.0016328298624158335
-2355	GBM_grid_1_AutoML_20190416_023844_model_37	supply_area	9.40633865301605e+21	1.0	0.3381584866555476
-2356	GBM_grid_1_AutoML_20190416_023844_model_37	city	5.16849193605706e+21	0.5494690470664517	0.18580762142005716
-2357	GBM_grid_1_AutoML_20190416_023844_model_37	exclusive_use_area	3.985572798757228e+21	0.4237113871590508	0.14328160146042745
-2358	GBM_grid_1_AutoML_20190416_023844_model_37	apartment_building_count_in_sites	1.5118966755051082e+21	0.1607316865016691	0.05435278386499833
-2359	GBM_grid_1_AutoML_20190416_023844_model_37	total_parking_capacity_in_site	1.3060907575210662e+21	0.13885219379192573	0.04695404772148042
-2360	GBM_grid_1_AutoML_20190416_023844_model_37	total_household_count_in_sites	9.689900625941527e+20	0.10301458392458107	0.034835255803387234
-2361	GBM_grid_1_AutoML_20190416_023844_model_37	floor	9.54424436236818e+20	0.10146609339126773	0.034311620588041554
-2362	GBM_grid_1_AutoML_20190416_023844_model_37	total_household_count_of_area_type	7.242205487464731e+20	0.07699282106053655	0.026035775853172412
-2363	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_district	7.137784604292054e+20	0.07588270917721417	0.025660382098689778
-2364	GBM_grid_1_AutoML_20190416_023844_model_37	heat_fuel_gas	6.20277047134297e+20	0.06594245327701563	0.02229900020650976
-2365	GBM_grid_1_AutoML_20190416_023844_model_37	heat_fuel_cogeneration	5.862938695085777e+20	0.06232965781224434	0.021077302759546675
-2366	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_individual	5.3130840131122076e+20	0.056484081735762505	0.019100571599893704
-2367	GBM_grid_1_AutoML_20190416_023844_model_37	bathroom_count	5.206977446672754e+20	0.055356049136113	0.018719117803098106
-2368	GBM_grid_1_AutoML_20190416_023844_model_37	room_count	4.01953479539095e+20	0.04273219308452312	0.014450253744934995
-2369	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_stairway	2.093987877320791e+20	0.022261455328842265	0.007527900044751376
-2370	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_corridor	1.0221352122094033e+20	0.010866451335787976	0.003674582739026216
-2371	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_central	6.245380857004871e+19	0.006639544978536735	0.0022452184820234227
-2372	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_mixed	4.196034559146669e+19	0.004460858484827411	0.0015084771544137965
-2373	GBM_grid_1_AutoML_20190416_022142_model_38	supply_area	4.364130746735203e+21	1.0	0.17287070069403654
-2374	GBM_grid_1_AutoML_20190416_022142_model_38	exclusive_use_area	3.424121136636947e+21	0.7846055343778425	0.1356353084963166
-2375	GBM_grid_1_AutoML_20190416_022142_model_38	city	2.923857349378958e+21	0.6699747370232411	0.11581900223651055
-2376	GBM_grid_1_AutoML_20190416_022142_model_38	total_parking_capacity_in_site	2.180451536588631e+21	0.4996302043012396	0.08637142350545993
-2377	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_in_sites	2.1168205996659782e+21	0.48504976649692894	0.08385089300580291
-2378	GBM_grid_1_AutoML_20190416_022142_model_38	apartment_building_count_in_sites	1.9684382509431888e+21	0.4510493303656801	0.0779732137878911
-2379	GBM_grid_1_AutoML_20190416_022142_model_38	room_count	1.4711070107300602e+21	0.3370904989110586	0.058273070744057055
-2380	GBM_grid_1_AutoML_20190416_022142_model_38	bathroom_count	1.2520688133533619e+21	0.28689993174242817	0.04959659222938482
-2381	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_of_area_type	1.2440828053141271e+21	0.2850700122228975	0.049280252759829855
-2382	GBM_grid_1_AutoML_20190416_022142_model_38	floor	1.0779789327951232e+21	0.24700885361914443	0.0427005936027722
-2383	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_gas	7.032871139910133e+20	0.16115170575884805	0.027858408292571267
-2384	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_district	5.133140227094573e+20	0.1176211375182713	0.02033324845921319
-2385	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_individual	5.093687638827645e+20	0.11671711812571661	0.020176969993381262
-2386	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_cogeneration	4.9874994446449456e+20	0.11428391434826016	0.019756340351440988
-2387	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_stairway	3.8386199207036636e+20	0.08795840783586346	0.015205431594517552
-2388	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_corridor	3.325166638249479e+20	0.07619310307641514	0.013171555116872836
-2389	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_central	1.5303873648595567e+20	0.035067404110301605	0.006062126720068776
-2390	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_mixed	1.2786289328932677e+20	0.029298593628291437	0.005064868409872575
-2391	GBM_grid_1_AutoML_20190416_022142_model_14	exclusive_use_area	1.5362337760476974e+20	1.0	0.2965614964954262
-2392	GBM_grid_1_AutoML_20190416_022142_model_14	city	9.501268762923998e+19	0.6184780539956699	0.18341677724253488
-2393	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_in_sites	4.212734381553982e+19	0.2742248248435324	0.08132452443179408
-2394	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	3.922261001681607e+19	0.2553166752896486	0.07571709530413498
-2395	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_corridor	3.685509979844693e+19	0.23990554284820415	0.07114674680461101
-2396	GBM_grid_1_AutoML_20190416_022142_model_14	supply_area	3.1943572561078518e+19	0.20793432001775441	0.0616653131172241
-2397	GBM_grid_1_AutoML_20190416_022142_model_14	total_parking_capacity_in_site	2.8919992550508462e+19	0.1882525498489661	0.05582845790228921
-2398	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_of_area_type	2.3446157474509357e+19	0.1526210257844337	0.045261519803298685
-2399	GBM_grid_1_AutoML_20190416_022142_model_14	floor	2.0559145604202103e+19	0.1338282358111867	0.039688301885508315
-2400	GBM_grid_1_AutoML_20190416_022142_model_14	apartment_building_count_in_sites	1.99412838410664e+19	0.12980631041956248	0.038495553672575275
-2401	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_district	7.179226538947117e+18	0.04673264350050467	0.013859102691696917
-2402	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_cogeneration	6.122773985538081e+18	0.03985574383926303	0.011819679036910209
-2403	GBM_grid_1_AutoML_20190416_022142_model_14	bathroom_count	3.9588520889470157e+18	0.025769854501780595	0.007642346615517448
-2404	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	3.7044825477622006e+18	0.02411405481067344	0.0071513001812260465
-2405	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_stairway	2.3315418944897024e+18	0.015176999300771214	0.004500913624946748
-2406	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.8799598245783798e+18	0.012237459258414393	0.0036291592309771804
-2407	GBM_grid_1_AutoML_20190416_022142_model_14	room_count	1.187141742437073e+18	0.007727611259083619	0.0022917119593287424
-2408	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_mixed	0.0	0.0	0.0
-2409	GBM_grid_1_AutoML_20190416_020809_model_4	supply_area	1.4804033903389993e+20	1.0	0.30652195180708497
-2410	GBM_grid_1_AutoML_20190416_020809_model_4	city	8.878568708821431e+19	0.5997398254261169	0.18383342186605375
-2411	GBM_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	8.174683354951791e+19	0.5521929636407994	0.1692592649893165
-2412	GBM_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.6455657139174113e+19	0.17870573190943587	0.05477722974399394
-2413	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	2.5314531195310047e+19	0.1709975224355116	0.05241449433110881
-2414	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_district	2.2009060592634036e+19	0.14866934739722634	0.045570418538083385
-2415	GBM_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	2.1505288554042884e+19	0.14526640977982605	0.044527343457720095
-2416	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.376985591624342e+19	0.09301421495049565	0.028510898712429667
-2417	GBM_grid_1_AutoML_20190416_020809_model_4	floor	1.3402826840263885e+19	0.09053496450852329	0.027750954027937723
-2418	GBM_grid_1_AutoML_20190416_020809_model_4	bathroom_count	1.3291099966207427e+19	0.08978025890067627	0.0275196201919807
-2419	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.0658871328334938e+19	0.07199977653316608	0.022069512032620017
-2420	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	6.227876851793002e+18	0.04206878268744625	0.012895005379504129
-2421	GBM_grid_1_AutoML_20190416_020809_model_4	room_count	5.074132362732765e+18	0.03427533600534942	0.010506142891203359
-2422	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.8940795310505984e+18	0.019549263058549735	0.005992278269096808
-2423	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_central	1.9068949732408689e+18	0.012880914659376772	0.00394828310245266
-2424	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.14657120648115e+18	0.00774499176348546	0.00237400999207336
-2425	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.38540723426558e+17	0.0049887802760127335	0.0015291706673401112
-2426	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.0	0.0	0.0
-2427	GBM_grid_1_AutoML_20190416_023844_model_7	supply_area	1.922263160623108e+20	1.0	0.3430496961888292
-2428	GBM_grid_1_AutoML_20190416_023844_model_7	exclusive_use_area	5.742025753222971e+19	0.2987117409752406	0.10247297198959253
-2429	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_district	5.7124629641846325e+19	0.2971738251662129	0.10194539043854157
-2430	GBM_grid_1_AutoML_20190416_023844_model_7	total_parking_capacity_in_site	5.5929746375477035e+19	0.29095780183056325	0.0998129855217443
-2431	GBM_grid_1_AutoML_20190416_023844_model_7	city	4.227708850314989e+19	0.21993392668174336	0.0754482667297883
-2432	GBM_grid_1_AutoML_20190416_023844_model_7	apartment_building_count_in_sites	3.689370804974466e+19	0.19192849764537673	0.0658410128072249
-2433	GBM_grid_1_AutoML_20190416_023844_model_7	total_household_count_in_sites	3.501096151294568e+19	0.18213407107899193	0.062481037749282806
-2434	GBM_grid_1_AutoML_20190416_023844_model_7	heat_fuel_cogeneration	2.300253531902732e+19	0.11966382017939194	0.0410506371573351
-2435	GBM_grid_1_AutoML_20190416_023844_model_7	total_household_count_of_area_type	2.16596467924431e+19	0.1126778436799572	0.03865410004162171
-2436	GBM_grid_1_AutoML_20190416_023844_model_7	floor	1.6082431235153986e+19	0.08366404540542104	0.0287009253582581
-2437	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_central	7.083464023970152e+18	0.0368496060740925	0.012641246168395468
-2438	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_corridor	3.3489483160952504e+18	0.01742190343495777	0.005976578680393383
-2439	GBM_grid_1_AutoML_20190416_023844_model_7	room_count	3.160329845129347e+18	0.016440672171571535	0.0056399675935977535
-2440	GBM_grid_1_AutoML_20190416_023844_model_7	bathroom_count	3.1164480611869e+18	0.01621239029611686	0.005561655565577611
-2441	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_stairway	2.1921214836254966e+18	0.011403857330933362	0.003912089792757443
-2442	GBM_grid_1_AutoML_20190416_023844_model_7	heat_fuel_gas	1.6450072464232284e+18	0.008557658910187895	0.0029357022892275847
-2443	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_individual	1.4664836665898435e+18	0.0076289433030307776	0.0026171066823465114
-2444	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_mixed	7.052670963883704e+17	0.0036689414375488307	0.0012586292454857327
-2445	GBM_grid_1_AutoML_20190416_023844_model_40	supply_area	9.03911851709998e+20	1.0	0.3046876998639892
-2446	GBM_grid_1_AutoML_20190416_023844_model_40	city	6.434261121689348e+20	0.7118239582230471	0.21688400453906054
-2447	GBM_grid_1_AutoML_20190416_023844_model_40	exclusive_use_area	5.310587330068784e+20	0.5875116384437649	0.17900756976075435
-2448	GBM_grid_1_AutoML_20190416_023844_model_40	apartment_building_count_in_sites	1.6691527691593056e+20	0.18465879897488277	0.05626326471930379
-2449	GBM_grid_1_AutoML_20190416_023844_model_40	total_parking_capacity_in_site	1.1888700812574484e+20	0.1315250020240772	0.040074050341322595
-2450	GBM_grid_1_AutoML_20190416_023844_model_40	heat_fuel_cogeneration	1.0748116708040586e+20	0.1189066908206543	0.036229406124583675
-2451	GBM_grid_1_AutoML_20190416_023844_model_40	floor	8.409207425937808e+19	0.09303127744181557	0.028345485939155406
-2452	GBM_grid_1_AutoML_20190416_023844_model_40	total_household_count_in_sites	7.80346272074485e+19	0.08632990823145478	0.02630366116851122
-2453	GBM_grid_1_AutoML_20190416_023844_model_40	bathroom_count	5.4736459599991276e+19	0.06055508564960421	0.018450389761644766
-2454	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_individual	5.327292606053771e+19	0.05893597474107382	0.017957066583099947
-2455	GBM_grid_1_AutoML_20190416_023844_model_40	room_count	5.2476923622492996e+19	0.05805535520218974	0.01768875264134207
-2456	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_district	4.849805052631581e+19	0.05365351769043452	0.01634756689471035
-2457	GBM_grid_1_AutoML_20190416_023844_model_40	heat_fuel_gas	3.49162275910965e+19	0.038627912141037696	0.011769449700801037
-2458	GBM_grid_1_AutoML_20190416_023844_model_40	total_household_count_of_area_type	2.571036857544894e+19	0.02844344669982001	0.008666368351172134
-2459	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_stairway	2.554224884951548e+19	0.028257455415807733	0.00860969909465168
-2460	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_mixed	1.765317375538548e+19	0.019529751404398166	0.005950475034321589
-2461	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_central	1.6361700591539323e+19	0.018100991330721756	0.00551514941381562
-2462	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_corridor	3.708176082197807e+18	0.004102364710876145	0.0012499400677600516
-2463	GBM_grid_1_AutoML_20190416_015849_model_9	supply_area	7.163329162115988e+20	1.0	0.3747607999901005
-2464	GBM_grid_1_AutoML_20190416_015849_model_9	city	3.756479541156239e+20	0.5244041501014323	0.19652611881014145
-2465	GBM_grid_1_AutoML_20190416_015849_model_9	exclusive_use_area	2.772239480983252e+20	0.3870043408928532	0.1450340563926472
-2466	GBM_grid_1_AutoML_20190416_015849_model_9	apartment_building_count_in_sites	1.0191358324497606e+20	0.14227125535980764	0.05331768947423738
-2467	GBM_grid_1_AutoML_20190416_015849_model_9	total_parking_capacity_in_site	8.53385773976482e+19	0.11913256457482109	0.044646215204932255
-2468	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_district	7.365051370769167e+19	0.102816039917864	0.03853142137143282
-2469	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_in_sites	5.8549055751723155e+19	0.08173442044428998	0.030630856792429335
-2470	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_cogeneration	5.526431314225398e+19	0.07714892320532338	0.028912392178801816
-2471	GBM_grid_1_AutoML_20190416_015849_model_9	floor	4.81876803840272e+19	0.06726995129425682	0.025210140762330777
-2472	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_individual	4.150278602659096e+19	0.05793784577998003	0.021712833434208382
-2473	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_of_area_type	3.408171145975405e+19	0.04757803346521996	0.017830381883381603
-2474	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_stairway	1.3284114768836166e+19	0.01854461028971081	0.006949792987676672
-2475	GBM_grid_1_AutoML_20190416_015849_model_9	bathroom_count	1.2627982304472465e+19	0.017628650057373973	0.006606526998247
-2476	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_corridor	1.0749710779998536e+19	0.015006584978461553	0.005623879791647676
-2477	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_mixed	2.611355784008696e+18	0.0036454499366287995	0.00136617173457487
-2478	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_central	2.3921719893022474e+18	0.0033394695890194438	0.0012515022947235388
-2479	GBM_grid_1_AutoML_20190416_015849_model_9	room_count	2.08197886838571e+18	0.0029064403174385344	0.0010892198984867466
-2480	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_gas	0.0	0.0	0.0
-2481	GBM_grid_1_AutoML_20190416_022142_model_10	supply_area	3.1538570267736995e+21	1.0	0.23678048877278532
-2482	GBM_grid_1_AutoML_20190416_022142_model_10	city	2.659844517273478e+21	0.8433624272418012	0.19969176773491631
-2483	GBM_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	2.5078578814739085e+21	0.7951717088581441	0.18828114588172232
-2484	GBM_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	8.686405742221066e+20	0.2754216715748525	0.06521447801411112
-2485	GBM_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	5.884325515659974e+20	0.18657553166509458	0.04417744558070338
-2486	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	5.7302879828113464e+20	0.1816914316078956	0.04302098598194462
-2487	GBM_grid_1_AutoML_20190416_022142_model_10	bathroom_count	5.324320494182497e+20	0.16881933610126632	0.03997312491635496
-2488	GBM_grid_1_AutoML_20190416_022142_model_10	room_count	4.099946214893929e+20	0.12999784644924284	0.030780953621661212
-2489	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	3.988744599532292e+20	0.1264719537274858	0.02994609101964317
-2490	GBM_grid_1_AutoML_20190416_022142_model_10	floor	3.42327966719407e+20	0.10854263963563314	0.025700779265613514
-2491	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	2.7652112267366472e+20	0.08767712687234192	0.02076023295502663
-2492	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	2.7326336647758768e+20	0.08664418334686777	0.020515652082190177
-2493	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.6568278795793256e+20	0.08424059356606854	0.019946528919083262
-2494	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_district	2.601050798194342e+20	0.08247205805822905	0.019527774217125003
-2495	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	1.0941671216557064e+20	0.034692984252840606	0.008214621768374142
-2496	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	6.2397025391543845e+19	0.019784354478292288	0.004684549123424093
-2497	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_central	2.422907792320679e+19	0.007682364075962063	0.0018190339208367845
-2498	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.2844851077446631e+19	0.00407274361786353	0.0009643462244839686
-2499	XGBoost_grid_1_AutoML_20190416_021340_model_9	supply_area	4.466805922102321e+20	1.0	0.2471254641630362
-2500	XGBoost_grid_1_AutoML_20190416_021340_model_9	city	4.2314646940745413e+20	0.947313307958315	0.2341052409370199
-2501	XGBoost_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.379215463277459e+20	0.7565171897343185	0.1869546616604092
-2502	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.2051537605038807e+20	0.2698021318859249	0.0666749770744859
-2503	XGBoost_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.185503640535989e+20	0.26540298844639004	0.06558783671007108
-2504	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	8.682208246630869e+19	0.19437173671840552	0.04803420565671143
-2505	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	6.8561103081135145e+19	0.153490221596345	0.03793134225648405
-2506	XGBoost_grid_1_AutoML_20190416_021340_model_9	floor	4.3786586026691e+19	0.09802661407344661	0.024224872503231312
-2507	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	4.363233773945356e+19	0.09768129285303226	0.024139534836351072
-2508	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	2.6982785003762483e+19	0.060407336862898495	0.01492819116109668
-2509	XGBoost_grid_1_AutoML_20190416_021340_model_9	room_count	2.1885172020462748e+19	0.048995126276187975	0.012107943322729527
-2510	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_district	1.900404913443386e+19	0.04254505224952672	0.010513965785004919
-2511	XGBoost_grid_1_AutoML_20190416_021340_model_9	bathroom_count	1.863090347526901e+19	0.04170967756418729	0.010307523428140362
-2512	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	1.2860395972840129e+19	0.02879103367622323	0.007114997560970273
-2513	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	7.577715391376392e+18	0.01696450556286965	0.004192361311520573
-2514	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	5.336907395434021e+18	0.011947927643389044	0.002952637164658889
-2515	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_central	4.308044337544954e+18	0.009644574697611565	0.002383419998802333
-2516	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	1.3028940660017725e+18	0.0029168360764341423	0.0007208244692762769
-2517	GBM_grid_1_AutoML_20190416_023844_model_15	supply_area	3.451881606215035e+21	1.0	0.17505504057509033
-2518	GBM_grid_1_AutoML_20190416_023844_model_15	exclusive_use_area	3.117989233441414e+21	0.9032723566844079	0.1581223790497465
-2519	GBM_grid_1_AutoML_20190416_023844_model_15	city	2.296974014172518e+21	0.6654266502179182	0.11648628925364411
-2520	GBM_grid_1_AutoML_20190416_023844_model_15	total_parking_capacity_in_site	1.710240832594039e+21	0.4954517644854299	0.08673132873499702
-2521	GBM_grid_1_AutoML_20190416_023844_model_15	total_household_count_in_sites	1.6509310995138483e+21	0.47826990837153394	0.08372355821582361
-2522	GBM_grid_1_AutoML_20190416_023844_model_15	apartment_building_count_in_sites	1.4939805117624982e+21	0.4328017823880807	0.07576413357691689
-2523	GBM_grid_1_AutoML_20190416_023844_model_15	total_household_count_of_area_type	1.0951605875860067e+21	0.31726481743006324	0.055538805488268346
-2524	GBM_grid_1_AutoML_20190416_023844_model_15	room_count	9.08862785444106e+20	0.2632948893170956	0.046091097532618086
-2525	GBM_grid_1_AutoML_20190416_023844_model_15	bathroom_count	8.389263868306695e+20	0.24303451929527403	0.04254441763638177
-2526	GBM_grid_1_AutoML_20190416_023844_model_15	floor	7.691233369874498e+20	0.22281278002196264	0.039004500247393346
-2527	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_individual	5.714977503296891e+20	0.16556122588350664	0.028982327114698947
-2528	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_district	3.8480144998951027e+20	0.11147585400863225	0.019514410146623962
-2529	GBM_grid_1_AutoML_20190416_023844_model_15	heat_fuel_gas	3.8447736673820004e+20	0.11138196803909994	0.019497974934418055
-2530	GBM_grid_1_AutoML_20190416_023844_model_15	heat_fuel_cogeneration	3.640416149259367e+20	0.10546179054069757	0.01846161802222349
-2531	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_stairway	2.7089679524214866e+20	0.0784780088501312	0.013737971023512015
-2532	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_corridor	2.519626772462646e+20	0.07299285027406835	0.012777766366418527
-2533	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_central	8.320620213892547e+19	0.024104593271424654	0.004219630553175292
-2534	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_mixed	7.388157827529205e+19	0.02140327702499122	0.0037467515280497367
-2535	GBM_grid_1_AutoML_20190416_023844_model_1	supply_area	5.413133097315359e+21	1.0	0.30409204077406266
-2536	GBM_grid_1_AutoML_20190416_023844_model_1	city	3.8902335649706316e+21	0.7186657883767888	0.21854054622199837
-2537	GBM_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	3.021741116955019e+21	0.5582240566842241	0.16975149260628178
-2538	GBM_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	9.542894689854853e+20	0.17629152134810147	0.053608848497908416
-2539	GBM_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	8.097149137476376e+20	0.1495834111578035	0.04548712476492216
-2540	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_district	6.310145434396226e+20	0.11657103789902634	0.035448324809865525
-2541	GBM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	5.215824908878212e+20	0.09635500947621255	0.02930079147042562
-2542	GBM_grid_1_AutoML_20190416_023844_model_1	bathroom_count	5.0142656038678036e+20	0.0926314855689513	0.02816849748659554
-2543	GBM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	4.5643141316907054e+20	0.08431926667301742	0.025640817879170278
-2544	GBM_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	4.292556726707264e+20	0.07929893186694699	0.024114174022623263
-2545	GBM_grid_1_AutoML_20190416_023844_model_1	floor	3.4488949456059027e+20	0.06371347025101563	0.019374759193428875
-2546	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	2.865152963420556e+20	0.05292966036326591	0.016095488437343545
-2547	GBM_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	1.6738310591940972e+20	0.03092166826683484	0.00940303320740038
-2548	GBM_grid_1_AutoML_20190416_023844_model_1	room_count	1.472562113214352e+20	0.027203508333180804	0.00827237036525117
-2549	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	1.202613009034416e+20	0.02221657933426487	0.006755884948775471
-2550	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	4.1683224680802025e+19	0.007700387914251508	0.002341626675596669
-2551	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_central	3.2317564844196758e+19	0.005970214340420456	0.0018154946626370311
-2552	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	3.184030862802105e+19	0.005882047985077669	0.001788683975713232
-2553	GBM_grid_1_AutoML_20190416_022142_model_44	supply_area	6.078077760347591e+20	1.0	0.3058106416810628
-2554	GBM_grid_1_AutoML_20190416_022142_model_44	city	3.940894557178922e+20	0.648378436828941	0.19828102581882293
-2555	GBM_grid_1_AutoML_20190416_022142_model_44	exclusive_use_area	3.281963395917881e+20	0.5399673260728722	0.16512775447315275
-2556	GBM_grid_1_AutoML_20190416_022142_model_44	apartment_building_count_in_sites	1.1541483836615845e+20	0.189887071072217	0.05806948705153226
-2557	GBM_grid_1_AutoML_20190416_022142_model_44	total_parking_capacity_in_site	1.1297736182486742e+20	0.18587679572300586	0.05684310217367226
-2558	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_district	7.639983813489905e+19	0.12569736871962942	0.03843959298577102
-2559	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_of_area_type	7.3745062911587385e+19	0.12132958119208083	0.03710387707924485
-2560	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_in_sites	6.401148669311897e+19	0.10531534675439608	0.0322065537698255
-2561	GBM_grid_1_AutoML_20190416_022142_model_44	floor	5.997226360271641e+19	0.09866978667822561	0.030174270778601756
-2562	GBM_grid_1_AutoML_20190416_022142_model_44	heat_fuel_cogeneration	5.2405037552269e+19	0.08621975502543107	0.026366918609911114
-2563	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_individual	3.719031670450002e+19	0.0611876290019251	0.018711828088021524
-2564	GBM_grid_1_AutoML_20190416_022142_model_44	bathroom_count	2.7852215027333333e+19	0.045824051822825854	0.01401348269236465
-2565	GBM_grid_1_AutoML_20190416_022142_model_44	room_count	1.5625802956626985e+19	0.025708461741913255	0.007861921181927547
-2566	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_stairway	1.0224991945386623e+19	0.016822739603782035	0.005144572793066012
-2567	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_corridor	6.308215967411339e+18	0.010378636496829859	0.0031738974868700367
-2568	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_central	3.8849440168395407e+18	0.0063917313499743215	0.001954659465588613
-2569	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_mixed	1.4238939462489866e+18	0.002342671486597693	0.0007164138705643698
-2570	GBM_grid_1_AutoML_20190416_022142_model_44	heat_fuel_gas	0.0	0.0	0.0
-2571	GBM_grid_1_AutoML_20190416_023844_model_43	supply_area	4.538082071236156e+20	1.0	0.251803110147332
-2572	GBM_grid_1_AutoML_20190416_023844_model_43	exclusive_use_area	4.36664551454588e+20	0.9622226848260642	0.24229066469351893
-2573	GBM_grid_1_AutoML_20190416_023844_model_43	city	3.800725296432829e+20	0.8375179727407456	0.2108896303404081
-2574	GBM_grid_1_AutoML_20190416_023844_model_43	apartment_building_count_in_sites	1.2154512586440494e+20	0.26783368823318027	0.06744135569934565
-2575	GBM_grid_1_AutoML_20190416_023844_model_43	heat_fuel_cogeneration	1.0063070826205911e+20	0.22174721982198023	0.05583663961769872
-2576	GBM_grid_1_AutoML_20190416_023844_model_43	total_parking_capacity_in_site	5.8785886158299595e+19	0.12953905468326304	0.03261833685479094
-2577	GBM_grid_1_AutoML_20190416_023844_model_43	total_household_count_in_sites	5.6981411655258735e+19	0.1255627614503173	0.031617093851877415
-2578	GBM_grid_1_AutoML_20190416_023844_model_43	bathroom_count	3.910492269022544e+19	0.08617059382439378	0.02169802352822483
-2579	GBM_grid_1_AutoML_20190416_023844_model_43	floor	3.761131530872894e+19	0.0828793193210888	0.020869270371944023
-2580	GBM_grid_1_AutoML_20190416_023844_model_43	heat_type_individual	2.7931522801044816e+19	0.06154917950489242	0.015498274826348333
-2581	GBM_grid_1_AutoML_20190416_023844_model_43	heat_type_district	2.719552511057435e+19	0.059927354075300795	0.015089894139061128
-2582	GBM_grid_1_AutoML_20190416_023844_model_43	total_household_count_of_area_type	2.0004411201663533e+19	0.04408120189905338	0.011099783737214116
-2583	GBM_grid_1_AutoML_20190416_023844_model_43	heat_fuel_gas	1.6349251920889643e+19	0.036026787669876076	0.009071657183892346
-2584	GBM_grid_1_AutoML_20190416_023844_model_43	front_door_structure_stairway	7.990754081176027e+18	0.017608218528756967	0.004433804189694882
-2585	GBM_grid_1_AutoML_20190416_023844_model_43	room_count	7.312799609535857e+18	0.01611429563137865	0.004057629757814709
-2586	GBM_grid_1_AutoML_20190416_023844_model_43	heat_type_central	6.4012192579584e+18	0.014105560801844937	0.0035518240802768484
-2587	GBM_grid_1_AutoML_20190416_023844_model_43	front_door_structure_mixed	2.1572216101703516e+18	0.00475359761306109	0.0011969706633577159
-2588	GBM_grid_1_AutoML_20190416_023844_model_43	front_door_structure_corridor	1.6869567761188127e+18	0.003717334216609468	0.0009360363171993598
-2589	XGBoost_grid_1_AutoML_20190416_020809_model_6	supply_area	4.02468789852708e+20	1.0	0.23586783743966896
-2590	XGBoost_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	3.326278112563765e+20	0.8264685850003641	0.1949373578558591
-2591	XGBoost_grid_1_AutoML_20190416_020809_model_6	city	3.205536958397683e+20	0.7964684564909535	0.18786129242143226
-2592	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	1.1452951160347322e+20	0.28456743601258555	0.06712030573803993
-2593	XGBoost_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	1.103971071016399e+20	0.2742997963694081	0.06469849977979385
-2594	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	9.079971971141625e+19	0.2256068594651683	0.05321340205360456
-2595	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	7.390730684738201e+19	0.1836348773141638	0.04331356139059074
-2596	XGBoost_grid_1_AutoML_20190416_020809_model_6	bathroom_count	5.738292691344346e+19	0.142577333597579	0.03362940734357521
-2597	XGBoost_grid_1_AutoML_20190416_020809_model_6	floor	4.332637443976908e+19	0.10765151368786953	0.025391529730664705
-2598	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	3.81922268841016e+19	0.09489487842791204	0.022382649758891905
-2599	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	3.4066546995383763e+19	0.08464394719364733	0.019964784776923133
-2600	XGBoost_grid_1_AutoML_20190416_020809_model_6	room_count	3.1194893103493284e+19	0.07750885010216498	0.018281844856033118
-2601	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_district	1.786216012950012e+19	0.04438147896147961	0.01046816346501836
-2602	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	1.6769837108746519e+19	0.041667422497242076	0.009828004836109499
-2603	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	6.987595955876921e+18	0.017361833096261155	0.00409509802640359
-2604	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_central	6.431847253861728e+18	0.0159809839073872	0.00376940011439357
-2605	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	6.187235603495518e+18	0.015373205971473883	0.00362604484700615
-2606	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	2.646205904562684e+18	0.006574934432881414	0.0015508155659913554
-2607	GBM_grid_1_AutoML_20190416_022142_model_32	supply_area	4.037022483850262e+21	1.0	0.17886540845789153
-2608	GBM_grid_1_AutoML_20190416_022142_model_32	exclusive_use_area	3.1950407565161424e+21	0.7914349670574315	0.14156033865058543
-2609	GBM_grid_1_AutoML_20190416_022142_model_32	total_parking_capacity_in_site	2.1499098127656645e+21	0.5325483871754941	0.09525448479573613
-2610	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_in_sites	1.982413483536873e+21	0.49105832119274445	0.08783334719678673
-2611	GBM_grid_1_AutoML_20190416_022142_model_32	city	1.7754013045401374e+21	0.4397798901647111	0.07866140968587773
-2612	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_of_area_type	1.75029261071764e+21	0.43356028303521343	0.07754893711621252
-2613	GBM_grid_1_AutoML_20190416_022142_model_32	apartment_building_count_in_sites	1.6366401927337833e+21	0.40540774773512217	0.07251342239063648
-2614	GBM_grid_1_AutoML_20190416_022142_model_32	floor	1.4618297362351653e+21	0.3621059189249208	0.06476822309352612
-2615	GBM_grid_1_AutoML_20190416_022142_model_32	room_count	1.1778126886410912e+21	0.2917528186560325	0.0521844870776524
-2616	GBM_grid_1_AutoML_20190416_022142_model_32	bathroom_count	9.555284514642214e+20	0.23669138710193596	0.0423359016324527
-2617	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_cogeneration	4.9030551924131444e+20	0.12145226369254486	0.021723608753502585
-2618	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_gas	4.5046913984364125e+20	0.11158450111330856	0.019958607369201988
-2619	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_individual	4.3354862346240105e+20	0.10739316543238799	0.019208922400649996
-2620	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_district	3.2470481842755286e+20	0.08043175873468743	0.014386459379066453
-2621	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_corridor	2.884018647812727e+20	0.07143925156102002	0.01277801091038791
-2622	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_stairway	2.1420092675662335e+20	0.05305913643372424	0.00949044411064108
-2623	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_mixed	1.3724838611667386e+20	0.03399742921069264	0.0060809640622887925
-2624	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_central	1.0939812602101472e+20	0.02709871606082252	0.004847022916903446
-2625	GBM_grid_1_AutoML_20190416_022142_model_23	city	4.0621933836426124e+20	1.0	0.24225899348114338
-2626	GBM_grid_1_AutoML_20190416_022142_model_23	supply_area	3.997210311300586e+20	0.9840029594347487	0.23838356653512857
-2627	GBM_grid_1_AutoML_20190416_022142_model_23	exclusive_use_area	2.863508973634705e+20	0.7049169508190587	0.17077247099322182
-2628	GBM_grid_1_AutoML_20190416_022142_model_23	apartment_building_count_in_sites	1.1289979787659759e+20	0.277928171345105	0.0673305990501199
-2629	GBM_grid_1_AutoML_20190416_022142_model_23	total_parking_capacity_in_site	8.128371925189866e+19	0.20009810359892488	0.04847556517536109
-2630	GBM_grid_1_AutoML_20190416_022142_model_23	room_count	6.486166866613397e+19	0.15967154327835525	0.038681867362195164
-2631	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_cogeneration	6.348830827429757e+19	0.15629070868449627	0.03786282977636066
-2632	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_in_sites	5.997628781527407e+19	0.1476450827200469	0.035768349132198715
-2633	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_individual	5.5692317834575086e+19	0.1370991298908453	0.03321349721449672
-2634	GBM_grid_1_AutoML_20190416_022142_model_23	floor	3.4295164050100716e+19	0.08442523733163061	0.020452773020367482
-2635	GBM_grid_1_AutoML_20190416_022142_model_23	bathroom_count	3.137879521933184e+19	0.07724594143076995	0.01871352402152168
-2636	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_gas	2.2481243662159184e+19	0.05534262291077834	0.013407248122971628
-2637	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_of_area_type	2.1889132461345997e+19	0.05388500840331185	0.013054127899509282
-2638	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_stairway	1.4118081144364728e+19	0.03475482285312792	0.008419668403014209
-2639	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_district	9.737019888886612e+18	0.023969858077399854	0.005806913691716743
-2640	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_corridor	8.8855272980113e+18	0.021873718109509478	0.005299104932900025
-2641	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_mixed	2.0045347668833075e+18	0.0049346118649964904	0.0011954541036341576
-2642	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_central	1.5148980497788436e+18	0.003729261280073324	0.0009034470841387638
-2643	XGBoost_grid_1_AutoML_20190416_023844_model_7	supply_area	5.0741905708783396e+20	1.0	0.24651873543601543
-2644	XGBoost_grid_1_AutoML_20190416_023844_model_7	exclusive_use_area	4.830507480072019e+20	0.9519759679100623	0.23467991177466535
-2645	XGBoost_grid_1_AutoML_20190416_023844_model_7	city	4.59557052047954e+20	0.9056755863396848	0.2232660002597309
-2646	XGBoost_grid_1_AutoML_20190416_023844_model_7	apartment_building_count_in_sites	1.1931675004643783e+20	0.2351444006285798	0.05796750028781728
-2647	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_parking_capacity_in_site	8.179398940420997e+19	0.16119613219424567	0.03973786666570221
-2648	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_fuel_cogeneration	7.481482615276228e+19	0.14744189266784252	0.036347188930769256
-2649	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_household_count_in_sites	6.8413306728129495e+19	0.13482604914518848	0.03323714713910593
-2650	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_fuel_gas	5.079497869525149e+19	0.10010459399529197	0.024677657923055117
-2651	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_individual	4.111683545500903e+19	0.0810313189476676	0.019975738277691453
-2652	XGBoost_grid_1_AutoML_20190416_023844_model_7	floor	3.801831493091302e+19	0.07492488585097044	0.018470388112669038
-2653	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_household_count_of_area_type	3.798693486905629e+19	0.07486304335329837	0.01845514277834671
-2654	XGBoost_grid_1_AutoML_20190416_023844_model_7	room_count	3.669044133511771e+19	0.07230796877375974	0.017825269024054142
-2655	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_district	2.0195088508152447e+19	0.039799625627101126	0.009811353380419802
-2656	XGBoost_grid_1_AutoML_20190416_023844_model_7	bathroom_count	1.7385332722859246e+19	0.03426227785498773	0.008446293409968969
-2657	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_stairway	1.4638619635767837e+19	0.02884917196405948	0.007111861390956093
-2658	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_mixed	4.50948091506747e+18	0.008887094112996393	0.002190835202436728
-2659	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_central	1.338712169105064e+18	0.0026382772787213894	0.0006503847784799689
-2660	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_corridor	1.2982461554732564e+18	0.0025585285718753184	0.0006307252281156179
-2661	XGBoost_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	8.919500799934695e+20	1.0	0.2344245425879374
-2662	XGBoost_grid_1_AutoML_20190416_020809_model_8	supply_area	8.217264361662998e+20	0.9212695358156324	0.21596818953378105
-2663	XGBoost_grid_1_AutoML_20190416_020809_model_8	city	5.816057982183455e+20	0.6520609294890178	0.1528590851349283
-2664	XGBoost_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	2.7776256805844707e+20	0.311410441333758	0.07300225026677393
-2665	XGBoost_grid_1_AutoML_20190416_020809_model_8	floor	2.4548120573410646e+20	0.2752185478092045	0.06451798218188914
-2666	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.4231440113987905e+20	0.27166811974685084	0.06368567470738051
-2667	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.6774045599452994e+20	0.18806036319404565	0.04408596462068553
-2668	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	1.437580139225961e+20	0.16117271262944294	0.037782839435814244
-2669	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	1.4110833163714429e+20	0.1582020505432069	0.03708644333506503
-2670	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_district	7.256588506930925e+19	0.08135644213389223	0.019071946733819685
-2671	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	6.70569799704306e+19	0.07518019390829761	0.017624082568625105
-2672	XGBoost_grid_1_AutoML_20190416_020809_model_8	bathroom_count	4.857790585681792e+19	0.05446258366519076	0.012767366263869616
-2673	XGBoost_grid_1_AutoML_20190416_020809_model_8	room_count	2.890357904092902e+19	0.03240492903049086	0.007596510665567394
-2674	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	2.026429177000467e+19	0.022719087339678288	0.005325911657619482
-2675	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	1.9697423157141963e+19	0.022083548843099134	0.0051769258362618885
-2676	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	1.4714697044316914e+19	0.01649722038751838	0.0038673533433163914
-2677	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_central	1.0503291532516262e+19	0.011775649521319806	0.0027605012527112597
-2678	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	9.118054765832438e+18	0.01022260659015715	0.0023964298739540244
-2679	XGBoost_grid_1_AutoML_20190416_022142_model_7	supply_area	8.01618426780044e+20	1.0	0.3076070107898263
-2680	XGBoost_grid_1_AutoML_20190416_022142_model_7	city	6.984931025564216e+20	0.871353600692716	0.26803447645003825
-2681	XGBoost_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	5.0634663742656637e+20	0.6316554366900835	0.19430164072937892
-2682	XGBoost_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	1.4029362870533436e+20	0.17501297876705313	0.05383521924795655
-2683	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	8.754314219180419e+19	0.10920799630748151	0.03359314529849077
-2684	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	8.595042483217996e+19	0.10722111912699818	0.03298196794819578
-2685	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	5.181748492666457e+19	0.06464108507935132	0.019884050955470096
-2686	XGBoost_grid_1_AutoML_20190416_022142_model_7	floor	4.804464711539307e+19	0.05993455927451633	0.018436290621439626
-2687	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	4.765965971599707e+19	0.059454296612712974	0.018288558459648333
-2688	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_district	4.181808637901852e+19	0.05216707224033534	0.01604695715350648
-2689	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	2.6831718703175827e+19	0.03347193353694972	0.01029620142065684
-2690	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	2.156222786319889e+19	0.02689836852904	0.008274126738341131
-2691	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	1.1763382435482436e+19	0.01467454095676644	0.004513991678423802
-2692	XGBoost_grid_1_AutoML_20190416_022142_model_7	bathroom_count	1.1524361801743466e+19	0.014376368377701522	0.004422271702678149
-2693	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.019384717901824e+19	0.012716582900876017	0.003911710053599489
-2694	XGBoost_grid_1_AutoML_20190416_022142_model_7	room_count	8.699353041393943e+18	0.01085223686328877	0.0033382241418994187
-2695	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	4.3515055582897766e+18	0.0054284001127182	0.0016698139320444013
-2696	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_central	1.4706670334556242e+18	0.0018346222895137619	0.0005643426784057155
-2697	GBM_grid_1_AutoML_20190416_022142_model_8	supply_area	8.113334652324681e+20	1.0	0.2870514655600605
-2698	GBM_grid_1_AutoML_20190416_022142_model_8	city	6.77219927504072e+20	0.8346998571173578	0.23960181728831068
-2699	GBM_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	4.553644119011046e+20	0.5612543194808696	0.16110887495889803
-2700	GBM_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.4455165900771086e+20	0.17816553267193663	0.05114267726576825
-2701	GBM_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2514889397169658e+20	0.15425087135514395	0.044277938686410424
-2702	GBM_grid_1_AutoML_20190416_022142_model_8	room_count	1.0008172650435707e+20	0.1233546140928392	0.035409122758945186
-2703	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.919663175811885e+19	0.10993831214956935	0.03155795362373329
-2704	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_district	7.751929930164942e+19	0.09554554646582725	0.02742648914075257
-2705	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	7.10787516122771e+19	0.08760732135203025	0.025147809987891463
-2706	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	6.246313242865225e+19	0.0769882361634805	0.022099586021611127
-2707	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	5.186779418070509e+19	0.06392907035560726	0.01835093333746928
-2708	GBM_grid_1_AutoML_20190416_022142_model_8	floor	4.780194971477082e+19	0.05891775917448977	0.016912429118551987
-2709	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.6102342232740725e+19	0.05682292695708195	0.016311104460442642
-2710	GBM_grid_1_AutoML_20190416_022142_model_8	bathroom_count	2.318537310761019e+19	0.028576872643811112	0.008203033173529179
-2711	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	1.9921046230045557e+19	0.024553463013309403	0.007048107542545204
-2712	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	1.916535188827511e+19	0.023622040393445058	0.0067807413144573515
-2713	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_central	2.48303975339026e+18	0.003060442912556066	0.0008785046233121187
-2714	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	1.9542314227177882e+18	0.0024086661113600807	0.0006914111373107631
-2715	GBM_grid_1_AutoML_20190416_020809_model_2	supply_area	9.227605420504504e+20	1.0	0.3750408415936733
-2716	GBM_grid_1_AutoML_20190416_020809_model_2	city	5.000138726630417e+20	0.5418674183358224	0.20322241260485788
-2717	GBM_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	3.5065997787376334e+20	0.3800118902944937	0.1425199791516496
-2718	GBM_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	1.4065483146919831e+20	0.15242831163613868	0.05716684227872016
-2719	GBM_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	9.855741636016656e+19	0.10680714212287817	0.04005704046997931
-2720	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	7.791729612262526e+19	0.08443934539017736	0.03166820315875098
-2721	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	6.634194996670182e+19	0.07189508755899392	0.02696359414457591
-2722	GBM_grid_1_AutoML_20190416_020809_model_2	floor	6.3154769222988464e+19	0.06844112458759163	0.025668216964947813
-2723	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_district	5.039330070934585e+19	0.05461146030081408	0.02048152803187679
-2724	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	4.895837206440051e+19	0.05305642128521333	0.01989832489075489
-2725	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	4.354993154197501e+19	0.047195268498589515	0.01770015321695039
-2726	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	4.273192127918873e+19	0.04630878687577479	0.01736768640307263
-2727	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	1.7028642354715689e+19	0.01845402092819946	0.006921011539699186
-2728	GBM_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.470746555634103e+19	0.015938550562272443	0.005977607416657972
-2729	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.110714881604898e+19	0.012036870141161405	0.004514317907894931
-2730	GBM_grid_1_AutoML_20190416_020809_model_2	room_count	7.004443772549333e+18	0.0075907491200099195	0.0028468409382949554
-2731	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.8832754549181645e+18	0.0031246193606320524	0.0011718598746713303
-2732	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_central	2.001654183857488e+18	0.0021692021847939513	0.0008135394129719584
-2733	GBM_grid_1_AutoML_20190416_023844_model_2	supply_area	1.756430594797281e+20	1.0	0.35647342668643767
-2734	GBM_grid_1_AutoML_20190416_023844_model_2	city	1.0395650223766294e+20	0.5918622833466478	0.21098317627103885
-2735	GBM_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	5.176742636127519e+19	0.29473083943433553	0.10506371228332784
-2736	GBM_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	3.667750887935181e+19	0.2088184354565115	0.07443822324248336
-2737	GBM_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	2.8541217391809397e+19	0.1624955604642237	0.057925349260015045
-2738	GBM_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	2.748426126207484e+19	0.15647792371350117	0.055780221666930745
-2739	GBM_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	1.8548347744209076e+19	0.10560250885603505	0.03764448819859569
-2740	GBM_grid_1_AutoML_20190416_023844_model_2	floor	1.3121314480157884e+19	0.07470442907920473	0.026630143822518066
-2741	GBM_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	1.2753804917597012e+19	0.07261206309759707	0.025884270951172256
-2742	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	8.309842251161272e+18	0.04731096278882774	0.016865101025167965
-2743	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	4.341701487982805e+18	0.02471889012206545	0.008811627465698206
-2744	GBM_grid_1_AutoML_20190416_023844_model_2	bathroom_count	3.551937404036186e+18	0.020222475141103622	0.00720877500963051
-2745	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	3.49761630694382e+18	0.019913205322795568	0.007098528537727545
-2746	GBM_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	1.5119681261687276e+18	0.008608186003177837	0.0030685895621070333
-2747	GBM_grid_1_AutoML_20190416_023844_model_2	room_count	1.359219985108435e+18	0.007738535124214856	0.002758582133262227
-2748	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_district	1.2455421651074417e+18	0.007091325833180425	0.0025278692195038837
-2749	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_central	4.1286077507436544e+17	0.0023505669754176417	0.0008379146643831023
-2750	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	0.0	0.0	0.0
-2751	GBM_grid_1_AutoML_20190416_023844_model_47	supply_area	4.3931693941825345e+21	1.0	0.2676027990831945
-2752	GBM_grid_1_AutoML_20190416_023844_model_47	city	3.7427615063225244e+21	0.8519501914218731	0.2279842559039566
-2753	GBM_grid_1_AutoML_20190416_023844_model_47	exclusive_use_area	2.763776619149097e+21	0.6291076831248322	0.1683509769289485
-2754	GBM_grid_1_AutoML_20190416_023844_model_47	total_parking_capacity_in_site	8.590317925733908e+20	0.19553805362272775	0.05232653047672173
-2755	GBM_grid_1_AutoML_20190416_023844_model_47	apartment_building_count_in_sites	7.550592990386135e+20	0.17187120078694626	0.04599321441237657
-2756	GBM_grid_1_AutoML_20190416_023844_model_47	total_household_count_in_sites	6.206922930936894e+20	0.141285763739412	0.03780846584727356
-2757	GBM_grid_1_AutoML_20190416_023844_model_47	bathroom_count	4.934623314738686e+20	0.11232490423139951	0.03005845877907427
-2758	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_individual	4.5699056321030626e+20	0.10402297799293976	0.027836840079880222
-2759	GBM_grid_1_AutoML_20190416_023844_model_47	heat_fuel_gas	3.762059078882086e+20	0.08563428225335064	0.022915973628476964
-2760	GBM_grid_1_AutoML_20190416_023844_model_47	total_household_count_of_area_type	3.759287254048928e+20	0.08557118828668438	0.022899089506391808
-2761	GBM_grid_1_AutoML_20190416_023844_model_47	heat_fuel_cogeneration	3.7099643938799197e+20	0.08444847127435333	0.0225986472913137
-2762	GBM_grid_1_AutoML_20190416_023844_model_47	floor	3.595409707858217e+20	0.08184090767406518	0.021900855973089137
-2763	GBM_grid_1_AutoML_20190416_023844_model_47	room_count	2.9775577083857705e+20	0.06777698379508591	0.018137310576981307
-2764	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_district	2.9138734671394033e+20	0.06632736427140676	0.01774938833483912
-2765	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_stairway	1.324886970370548e+20	0.030157884923011906	0.008070334419826856
-2766	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_corridor	9.311371669886154e+19	0.02119511185299692	0.00567187125874337
-2767	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_central	3.1302796975619965e+19	0.007125333481807314	0.0019067591841328414
-2768	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_mixed	3.090097990149341e+18	0.0007033869429759003	0.00018822831477892228
-2769	XGBoost_grid_1_AutoML_20190416_015849_model_6	supply_area	8.201676277452762e+20	1.0	0.246840765793381
-2770	XGBoost_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	7.98374146198477e+20	0.9734280154330015	0.24028171677421317
-2771	XGBoost_grid_1_AutoML_20190416_015849_model_6	city	7.341820185410074e+20	0.8951609326002637	0.22096221011136621
-2772	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.4838437182418452e+20	0.1809195666892001	0.04465832438856881
-2773	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	1.4519613994735501e+20	0.1770322736908233	0.043698782007986235
-2774	XGBoost_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	1.3768471631104049e+20	0.16787387316120939	0.04143811540781383
-2775	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	1.055048345118971e+20	0.12863813559910986	0.031753135901517064
-2776	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	8.880615559667699e+19	0.10827805511028775	0.02672743804204134
-2777	XGBoost_grid_1_AutoML_20190416_015849_model_6	bathroom_count	7.72755067874459e+19	0.09421916224599608	0.02325713016121248
-2778	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	6.181341341561337e+19	0.07536680469277322	0.018603599785764324
-2779	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_district	5.311751229097483e+19	0.06476421464841309	0.01598644833982119
-2780	XGBoost_grid_1_AutoML_20190416_015849_model_6	floor	4.616552896696576e+19	0.05628791896344344	0.013894153021852151
-2781	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	3.356776893860597e+19	0.04092793692782921	0.010102683293608559
-2782	XGBoost_grid_1_AutoML_20190416_015849_model_6	room_count	2.918491547917458e+19	0.03558408609640795	0.008783603062094941
-2783	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_central	1.6313958697149661e+19	0.019891005381422314	0.004909911000750546
-2784	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.3081196599395222e+19	0.015949418334586987	0.0039369666356684424
-2785	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.2826370486006972e+19	0.01563871829624386	0.003860273200271792
-2786	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	1.0125572317296722e+18	0.0012345735157985869	0.00030474307206794987
-2787	GBM_grid_1_AutoML_20190416_023844_model_60	supply_area	8.220839797554665e+20	1.0	0.3502008565238317
-2788	GBM_grid_1_AutoML_20190416_023844_model_60	city	4.7748088598367935e+20	0.580817650923825	0.2034028388376834
-2789	GBM_grid_1_AutoML_20190416_023844_model_60	exclusive_use_area	4.3450095886172946e+20	0.5285359763256476	0.18509375161290145
-2790	GBM_grid_1_AutoML_20190416_023844_model_60	apartment_building_count_in_sites	1.0894577814125465e+20	0.1325239036693808	0.04640998457489892
-2791	GBM_grid_1_AutoML_20190416_023844_model_60	total_parking_capacity_in_site	7.305948662534347e+19	0.08887107451853693	0.031122726416584905
-2792	GBM_grid_1_AutoML_20190416_023844_model_60	heat_fuel_gas	6.561745976492766e+19	0.07981843872501437	0.02795248560789501
-2793	GBM_grid_1_AutoML_20190416_023844_model_60	bathroom_count	6.372140913743259e+19	0.07751204342454998	0.027144783998189842
-2794	GBM_grid_1_AutoML_20190416_023844_model_60	heat_type_district	6.203081765075026e+19	0.07545557288344394	0.026424606253278478
-2795	GBM_grid_1_AutoML_20190416_023844_model_60	total_household_count_in_sites	5.841022701555365e+19	0.07105141135693716	0.024882265114426493
-2796	GBM_grid_1_AutoML_20190416_023844_model_60	floor	5.0982740096903545e+19	0.0620164622500838	0.02171821819855722
-2797	GBM_grid_1_AutoML_20190416_023844_model_60	heat_type_individual	4.10927033738026e+19	0.049986016496788875	0.017505145791389846
-2798	GBM_grid_1_AutoML_20190416_023844_model_60	heat_fuel_cogeneration	3.3703708158217683e+19	0.04099788949572164	0.014357496017071121
-2799	GBM_grid_1_AutoML_20190416_023844_model_60	total_household_count_of_area_type	2.038547554357163e+19	0.024797315171663364	0.008684041012607916
-2800	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_stairway	1.4418486412770804e+19	0.017538945859350844	0.006142153862469777
-2801	GBM_grid_1_AutoML_20190416_023844_model_60	room_count	7.661301914587365e+18	0.009319366516382259	0.0032636501362965846
-2802	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_corridor	7.486398201910526e+18	0.00910661001341663	0.0031891426267270065
-2803	GBM_grid_1_AutoML_20190416_023844_model_60	heat_type_central	4.462304719410299e+18	0.0054280399926265885	0.0019009042546634443
-2804	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_mixed	1.4200965079645553e+18	0.0017274348399137652	0.0006049491605269086
-2805	GBM_grid_1_AutoML_20190416_023844_model_41	supply_area	6.823421809827548e+21	1.0	0.16227066001026658
-2806	GBM_grid_1_AutoML_20190416_023844_model_41	exclusive_use_area	6.540519192035016e+21	0.9585394797980865	0.15554283403273306
-2807	GBM_grid_1_AutoML_20190416_023844_model_41	total_household_count_in_sites	4.442030916864714e+21	0.6509975552833337	0.10563780296089655
-2808	GBM_grid_1_AutoML_20190416_023844_model_41	city	3.988324779604528e+21	0.5845050900796249	0.09484802674658105
-2809	GBM_grid_1_AutoML_20190416_023844_model_41	total_parking_capacity_in_site	3.9355012151501694e+21	0.5767635835559803	0.09359180737351545
-2810	GBM_grid_1_AutoML_20190416_023844_model_41	apartment_building_count_in_sites	3.0660731443119705e+21	0.44934539147147656	0.0729155732466481
-2811	GBM_grid_1_AutoML_20190416_023844_model_41	total_household_count_of_area_type	2.3806112072773455e+21	0.3488881786332819	0.05661431501660244
-2812	GBM_grid_1_AutoML_20190416_023844_model_41	floor	2.1635308091011582e+21	0.3170741703209813	0.0514518348901933
-2813	GBM_grid_1_AutoML_20190416_023844_model_41	room_count	1.8485700210486306e+21	0.2709153959068156	0.043961620100741644
-2814	GBM_grid_1_AutoML_20190416_023844_model_41	bathroom_count	1.6841054587939895e+21	0.2468124506634528	0.04005041926790984
-2815	GBM_grid_1_AutoML_20190416_023844_model_41	heat_fuel_cogeneration	1.225761036130077e+21	0.17964022601748791	0.029150338040251224
-2816	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_district	1.001223380658406e+21	0.14673332655712082	0.023810513745925972
-2817	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_individual	9.186037195943874e+20	0.13462508184256658	0.02184570088452943
-2818	GBM_grid_1_AutoML_20190416_023844_model_41	heat_fuel_gas	7.716603413212871e+20	0.11308993681291846	0.01835117868715162
-2819	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_corridor	4.637768193456839e+20	0.06796836430040445	0.01102927133484487
-2820	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_stairway	3.2873276052865443e+20	0.04817711255299966	0.007817731851364154
-2821	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_central	2.6662268568172757e+20	0.03907463045853618	0.006340666074163931
-2822	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_mixed	2.0056437892866638e+20	0.029393519046382294	0.004769705735680796
-2823	XGBoost_grid_1_AutoML_20190416_021340_model_1	city	6.979421152895104e+20	1.0	0.27559463882157853
-2824	XGBoost_grid_1_AutoML_20190416_021340_model_1	supply_area	6.038627634986709e+20	0.8652046498844466	0.23844576299165438
-2825	XGBoost_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	5.196257120341008e+20	0.7445111860294561	0.20518329141241304
-2826	XGBoost_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.5555913379616706e+20	0.22288257204774098	0.061425241943121635
-2827	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.1332631163115143e+20	0.16237207806859888	0.044748874210024665
-2828	XGBoost_grid_1_AutoML_20190416_021340_model_1	bathroom_count	7.860599502189206e+19	0.11262537866666182	0.031038950555782183
-2829	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	7.361560201448653e+19	0.10547522552633229	0.02906840668355409
-2830	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	6.60869468319415e+19	0.0946882920291008	0.02609558564239219
-2831	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	5.8005351649834435e+19	0.08310911518181344	0.022904426581312844
-2832	XGBoost_grid_1_AutoML_20190416_021340_model_1	floor	4.069683520733813e+19	0.05830975709275955	0.016069856445753046
-2833	XGBoost_grid_1_AutoML_20190416_021340_model_1	room_count	3.4860513137893835e+19	0.049947570685619815	0.013765282703118657
-2834	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	3.288500300408265e+19	0.047117092211066476	0.012985218010231876
-2835	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	1.952716817962736e+19	0.02797820585956097	0.007710643538741478
-2836	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_district	1.5964942920167981e+19	0.022874308012700493	0.006304036655053733
-2837	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	1.0854998913962738e+19	0.015552864164759596	0.004286285982127993
-2838	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	5.686477876031914e+18	0.008147492107813454	0.0022454051447545107
-2839	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_central	3.3667667266570813e+18	0.00482384807121222	0.0013294266669159
-2840	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	2.0226178848695255e+18	0.002897973686586504	0.0007986660114692461
-2841	GBM_grid_1_AutoML_20190416_022142_model_43	exclusive_use_area	1.44828973432422e+20	1.0	0.33558676010427274
-2842	GBM_grid_1_AutoML_20190416_022142_model_43	city	9.556208280331407e+19	0.6598271087511633	0.22142924165477254
-2843	GBM_grid_1_AutoML_20190416_022142_model_43	apartment_building_count_in_sites	4.85659343742147e+19	0.3353330015618444	0.11253331555018041
-2844	GBM_grid_1_AutoML_20190416_022142_model_43	supply_area	2.796369451127354e+19	0.19308080316071255	0.06479536117103435
-2845	GBM_grid_1_AutoML_20190416_022142_model_43	total_parking_capacity_in_site	2.5310443211077976e+19	0.1747609101357607	0.058647447625333894
-2846	GBM_grid_1_AutoML_20190416_022142_model_43	bathroom_count	2.4273141951201542e+19	0.16759866051613992	0.05624389148042729
-2847	GBM_grid_1_AutoML_20190416_022142_model_43	room_count	1.295917279894464e+19	0.08947914558678731	0.03002801656436849
-2848	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_district	1.116663349462329e+19	0.07710220703755594	0.025874479856622255
-2849	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_in_sites	8.428780821984313e+18	0.058198167274293555	0.01953053439958669
-2850	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_of_area_type	7.398227264967541e+18	0.05108250849005427	0.017142613522176317
-2851	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_mixed	6.640980412778676e+18	0.04585394935411452	0.015387978301732701
-2852	GBM_grid_1_AutoML_20190416_022142_model_43	floor	6.496816296435384e+18	0.044858539990044424	0.015053932098266965
-2853	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_cogeneration	4.984632116231799e+18	0.03441736827995716	0.011550013112386388
-2854	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_gas	2.1051301852201615e+18	0.014535283481812614	0.004877848690858648
-2855	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_central	1.8668761859636593e+18	0.012890212101342788	0.004325784516146515
-2856	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_individual	1.316900194872197e+18	0.0090927952029341	0.003051421682444328
-2857	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_stairway	9.346563518654054e+17	0.006453517757629631	0.002165715115558319
-2858	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_corridor	7.663138373883658e+17	0.005291163910278851	0.0017756445538311344
-2859	GBM_grid_1_AutoML_20190416_022142_model_24	supply_area	5.9163549051036e+20	1.0	0.3103922260471974
-2860	GBM_grid_1_AutoML_20190416_022142_model_24	city	4.3250769381415295e+20	0.7310374390168187	0.2269083380202727
-2861	GBM_grid_1_AutoML_20190416_022142_model_24	exclusive_use_area	3.6048246939854674e+20	0.6092982506637411	0.18912144035018186
-2862	GBM_grid_1_AutoML_20190416_022142_model_24	apartment_building_count_in_sites	1.18281071665724e+20	0.19992220474078	0.062054298165754265
-2863	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_cogeneration	7.384009590059932e+19	0.12480673841405787	0.038739041362029686
-2864	GBM_grid_1_AutoML_20190416_022142_model_24	total_parking_capacity_in_site	7.046318782844345e+19	0.11909898739789948	0.03696739981840113
-2865	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_gas	6.672980489242306e+19	0.11278871190580574	0.035008739361439084
-2866	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_in_sites	5.5733347210477175e+19	0.09420217026263951	0.02923962132629778
-2867	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_of_area_type	3.0609645054260675e+19	0.051737337508025436	0.016058867358871177
-2868	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_individual	2.769177429060826e+19	0.046805465079048286	0.01452805249706016
-2869	GBM_grid_1_AutoML_20190416_022142_model_24	floor	2.6597272037808407e+19	0.04495550463827806	0.013953839157750236
-2870	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_district	1.899390943820251e+19	0.032104073779985504	0.009964854925753164
-2871	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_stairway	1.3526861647481668e+19	0.022863506102064717	0.007096654554263548
-2872	GBM_grid_1_AutoML_20190416_022142_model_24	room_count	7.25852166827488e+18	0.012268570403059311	0.0038080688778223412
-2873	GBM_grid_1_AutoML_20190416_022142_model_24	bathroom_count	4.4861118949307187e+18	0.0075825604901776315	0.002353567829683763
-2874	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_corridor	2.897473448567636e+18	0.00489739627700191	0.00152011373225388
-2875	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_mixed	2.366095421782098e+18	0.003999245244299059	0.0012413346338866526
-2876	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_central	1.9890848418066596e+18	0.0033620106868349356	0.0010435419810811628
-2877	GBM_grid_1_AutoML_20190416_023844_model_17	supply_area	6.760620801873727e+21	1.0	0.15998715416099046
-2878	GBM_grid_1_AutoML_20190416_023844_model_17	exclusive_use_area	6.343704007019577e+21	0.9383315812153523	0.1501209993380265
-2879	GBM_grid_1_AutoML_20190416_023844_model_17	total_parking_capacity_in_site	4.1491705588210886e+21	0.6137262657404381	0.09818831868966447
-2880	GBM_grid_1_AutoML_20190416_023844_model_17	apartment_building_count_in_sites	3.7716537867819664e+21	0.5578857174975176	0.08925454828949012
-2881	GBM_grid_1_AutoML_20190416_023844_model_17	city	3.589308667369269e+21	0.5309140643377722	0.08493943025744517
-2882	GBM_grid_1_AutoML_20190416_023844_model_17	total_household_count_in_sites	3.4108571913094106e+21	0.5045183410322438	0.08071645360377275
-2883	GBM_grid_1_AutoML_20190416_023844_model_17	floor	2.5698772334174043e+21	0.3801244454806806	0.060815028259478654
-2884	GBM_grid_1_AutoML_20190416_023844_model_17	total_household_count_of_area_type	2.5056269108085e+21	0.3706208326480991	0.05929457228814607
-2885	GBM_grid_1_AutoML_20190416_023844_model_17	bathroom_count	2.3606961489876248e+21	0.3491833395438109	0.055864848774045156
-2886	GBM_grid_1_AutoML_20190416_023844_model_17	room_count	1.9698853137984583e+21	0.2913763944950882	0.04661648014495924
-2887	GBM_grid_1_AutoML_20190416_023844_model_17	heat_fuel_gas	1.0111688063792678e+21	0.14956744890928053	0.02392887050611513
-2888	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_district	9.750832217837525e+20	0.1442298348568086	0.02307492082385043
-2889	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_individual	9.348839507723551e+20	0.13828374319015926	0.022123622539722828
-2890	GBM_grid_1_AutoML_20190416_023844_model_17	heat_fuel_cogeneration	6.917330587782501e+20	0.1023179792285546	0.016369562316279784
-2891	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_corridor	4.759719690022777e+20	0.07040358910092408	0.011263669862976567
-2892	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_stairway	3.244293247940973e+20	0.04798809670025876	0.007677479024676815
-2893	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_mixed	2.1672976831613606e+20	0.03205767261137746	0.005128815810119007
-2894	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_central	1.958719799606672e+20	0.02897248428818559	0.004635225310240822
-2895	XGBoost_grid_1_AutoML_20190416_021340_model_11	supply_area	5.833331045973025e+20	1.0	0.22215747515498302
-2896	XGBoost_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	4.694895299198871e+20	0.8048395097411691	0.1788011133890725
-2897	XGBoost_grid_1_AutoML_20190416_021340_model_11	city	4.013980590413007e+20	0.6881112281779402	0.1528690530778056
-2898	XGBoost_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	1.989336536510932e+20	0.34102925426875064	0.07576219808233235
-2899	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	1.9162350221531283e+20	0.32849756117921336	0.07297818878614361
-2900	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	1.5471924765003455e+20	0.26523309997440186	0.058923515817842304
-2901	XGBoost_grid_1_AutoML_20190416_021340_model_11	room_count	1.2481269850029477e+20	0.21396470990011415	0.047533859723677754
-2902	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.0920121668261957e+20	0.18720215914714014	0.04158835901968996
-2903	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	8.284773495999142e+19	0.14202474419343034	0.03155185857954482
-2904	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	8.140171004369856e+19	0.1395458433649044	0.0310011522303199
-2905	XGBoost_grid_1_AutoML_20190416_021340_model_11	floor	7.971951002975941e+19	0.13666207078165551	0.030360500594304167
-2906	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.510540184569669e+19	0.0773235763412308	0.017178010489921413
-2907	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.140972776046251e+19	0.07098813256801062	0.015770544297276458
-2908	XGBoost_grid_1_AutoML_20190416_021340_model_11	bathroom_count	3.2763111145027404e+19	0.05616535541497349	0.012477553550172766
-2909	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.2286682900094517e+19	0.021062893230749336	0.0046792791796022555
-2910	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.085014786866099e+19	0.01860026078264711	0.00413218697269713
-2911	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.019711157056045e+18	0.006890936114162435	0.0015308729685766164
-2912	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.8492680570006405e+18	0.003170175055086685	0.0007042780860373671
-2913	XGBoost_grid_1_AutoML_20190416_021340_model_3	supply_area	3.8940120850579954e+20	1.0	0.2460347170556068
-2914	XGBoost_grid_1_AutoML_20190416_021340_model_3	city	3.768731443205012e+20	0.9678273618272252	0.23811913112583574
-2915	XGBoost_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	3.584030378237247e+20	0.9203952889591168	0.22644919449836978
-2916	XGBoost_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	1.013224506095116e+20	0.26020065782102614	0.06401839522467893
-2917	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	9.173163937884013e+19	0.23557101872084693	0.05795864893748463
-2918	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	6.337633840817137e+19	0.16275331720555633	0.040042966348530475
-2919	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	5.3898640535718986e+19	0.138414158349784	0.034054688286079056
-2920	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	3.829109936771773e+19	0.09833328333686321	0.024193401542933955
-2921	XGBoost_grid_1_AutoML_20190416_021340_model_3	floor	3.4073487112778285e+19	0.08750226339441577	0.021528594615970266
-2922	XGBoost_grid_1_AutoML_20190416_021340_model_3	room_count	2.3667816819645743e+19	0.06078002919010778	0.014953997284419691
-2923	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	2.1376718261360525e+19	0.05489638397216775	0.01350641629796824
-2924	XGBoost_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.1481962434353168e+19	0.029486201335664736	0.0072546292026649285
-2925	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	4.5061496697132155e+18	0.0115719971363317	0.0028471130412056622
-2926	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	4.3261137116358246e+18	0.011109656614153507	0.002733361221648209
-2927	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	3.771517572684448e+18	0.009685428525392665	0.0023829516668072877
-2928	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_central	3.120272712384119e+18	0.008013002127952171	0.0019714767113166876
-2929	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_district	2.2971711610054246e+18	0.005899239937698374	0.0014514178289147552
-2930	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	7.896118015861719e+17	0.0020277589908260694	0.0004988991095648548
-2931	GBM_grid_1_AutoML_20190416_020809_model_7	supply_area	1.6696219527611102e+20	1.0	0.3696646400715778
-2932	GBM_grid_1_AutoML_20190416_020809_model_7	city	6.963670253003027e+19	0.4170806595760777	0.15417997190300703
-2933	GBM_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	6.681896209129616e+19	0.400204141906468	0.14794132007300914
-2934	GBM_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.983806057044561e+19	0.17871147729641074	0.06606331393143762
-2935	GBM_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.655430312339492e+19	0.1590438067700366	0.05879287158525915
-2936	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	1.8172245498277134e+19	0.10884048013518915	0.040234476914392414
-2937	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	1.785933658363999e+19	0.10696634980215373	0.039541677199383646
-2938	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.629967164305834e+19	0.09762492410993412	0.0360884824331139
-2939	GBM_grid_1_AutoML_20190416_020809_model_7	floor	1.6101817824174932e+19	0.09643990244346519	0.035650421825301634
-2940	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_district	7.067212692355809e+18	0.04232822095246484	0.015647246563263134
-2941	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	4.576211100390916e+18	0.027408666332058473	0.010132014774482367
-2942	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	4.313869825026818e+18	0.02583740479629431	0.009551174944405794
-2943	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	2.315139654904447e+18	0.013866250686724754	0.005125862569250374
-2944	GBM_grid_1_AutoML_20190416_020809_model_7	bathroom_count	2.0969580650467164e+18	0.012559478279372802	0.004642795017631146
-2945	GBM_grid_1_AutoML_20190416_020809_model_7	room_count	1.7897447580804055e+18	0.010719461103878301	0.00396260573072645
-2946	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	6.368449688282071e+17	0.003814306392983364	0.0014100141998849135
-2947	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_central	6.192736735047188e+17	0.00370906523168676	0.0013711102638734895
-2948	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	0.0	0.0	0.0
-2949	GBM_grid_1_AutoML_20190416_023844_model_13	supply_area	1.0956556844778547e+20	1.0	0.2057439385914162
-2950	GBM_grid_1_AutoML_20190416_023844_model_13	total_parking_capacity_in_site	6.19737573953152e+19	0.5656316877035087	0.11637529122022981
-2951	GBM_grid_1_AutoML_20190416_023844_model_13	exclusive_use_area	6.004865767061429e+19	0.5480613893700652	0.11276030883888095
-2952	GBM_grid_1_AutoML_20190416_023844_model_13	total_household_count_in_sites	4.894401684058826e+19	0.4467098335177534	0.09190784055545842
-2953	GBM_grid_1_AutoML_20190416_023844_model_13	city	3.5404923126247588e+19	0.32313913602447236	0.06648391855870234
-2954	GBM_grid_1_AutoML_20190416_023844_model_13	apartment_building_count_in_sites	3.3678824011057857e+19	0.307385107275812	0.06324262263527054
-2955	GBM_grid_1_AutoML_20190416_023844_model_13	heat_fuel_cogeneration	2.955520900517698e+19	0.26974905916051356	0.055499233863012996
-2956	GBM_grid_1_AutoML_20190416_023844_model_13	heat_fuel_gas	2.84079389903369e+19	0.2592779774959592	0.05334487228003523
-2957	GBM_grid_1_AutoML_20190416_023844_model_13	floor	2.4790193891232973e+19	0.22625898119669757	0.04655141393308974
-2958	GBM_grid_1_AutoML_20190416_023844_model_13	bathroom_count	2.331323531480426e+19	0.21277884690494175	0.04377795801116269
-2959	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_stairway	2.1182236644639506e+19	0.19332931818570454	0.03977633536871996
-2960	GBM_grid_1_AutoML_20190416_023844_model_13	room_count	2.054231867825062e+19	0.18748881577737864	0.038574687399878335
-2961	GBM_grid_1_AutoML_20190416_023844_model_13	total_household_count_of_area_type	1.8292313267541901e+19	0.16695311790637293	0.03434959203817426
-2962	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_individual	5.683998477311279e+18	0.05187759765988933	0.010673501267206467
-2963	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_mixed	4.241257802250584e+18	0.03870976861012496	0.007964300255809482
-2964	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_central	2.780428236767625e+18	0.025376843073585342	0.0052211316429757485
-2965	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_district	2.243249461511848e+18	0.020474036627491147	0.004212408934604945
-2966	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_corridor	1.8855123582986486e+18	0.017208986226336313	0.003540644605371866
-2967	GBM_grid_1_AutoML_20190416_021340_model_3	supply_area	1.4549672883420293e+20	1.0	0.35852996467509546
-2968	GBM_grid_1_AutoML_20190416_021340_model_3	city	6.571094464156769e+19	0.45163176635020374	0.1619235212356895
-2969	GBM_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	5.560374557588796e+19	0.38216491890515136	0.13701757487512464
-2970	GBM_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	2.404833140573995e+19	0.16528434418029844	0.05925939008030872
-2971	GBM_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	2.18659437611162e+19	0.15028477915838903	0.05388159656286174
-2972	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	1.764710774973504e+19	0.12128869075705714	0.04348563001261627
-2973	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_district	1.594692302410036e+19	0.1096033096542828	0.03929607073862356
-2974	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	1.328268870225494e+19	0.0912920091653118	0.03273092082115773
-2975	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	1.2950930859782832e+19	0.08901183527322276	0.03191341015617397
-2976	GBM_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.0684248056704008e+19	0.07343290905790033	0.0263278982905185
-2977	GBM_grid_1_AutoML_20190416_021340_model_3	floor	1.0611175613433643e+19	0.07293068166175294	0.02614783471991891
-2978	GBM_grid_1_AutoML_20190416_021340_model_3	room_count	4.930154063854567e+18	0.033884982180407634	0.012148781464157786
-2979	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	3.6304081745210245e+18	0.024951819904198418	0.008945975108831602
-2980	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	2.2657337871050998e+18	0.015572403622125131	0.0055831733205468515
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-2984	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.0	0.0	0.0
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-2987	GBM_grid_1_AutoML_20190416_023844_model_44	exclusive_use_area	3.0466443340445175e+21	0.7648931799361818	0.2030340456832636
-2988	GBM_grid_1_AutoML_20190416_023844_model_44	apartment_building_count_in_sites	9.164181367689734e+20	0.23007673555838445	0.061071809323642666
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-2990	GBM_grid_1_AutoML_20190416_023844_model_44	total_household_count_in_sites	5.70790298160099e+20	0.14330310937765664	0.03803852723378239
-2991	GBM_grid_1_AutoML_20190416_023844_model_44	heat_fuel_gas	4.26145901943655e+20	0.1069885612876044	0.028399155607409788
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-2994	GBM_grid_1_AutoML_20190416_023844_model_44	heat_type_individual	3.3092671723462564e+20	0.08308274984477916	0.02205357201496224
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-2997	GBM_grid_1_AutoML_20190416_023844_model_44	room_count	1.766497371417477e+20	0.04434983685734933	0.011772267080864334
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-3001	GBM_grid_1_AutoML_20190416_023844_model_44	heat_type_central	2.563420980303941e+19	0.006435747038896583	0.00170831142514603
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-3003	GBM_grid_1_AutoML_20190416_023844_model_22	exclusive_use_area	2.2599763802837158e+21	1.0	0.17226214310627214
-3004	GBM_grid_1_AutoML_20190416_023844_model_22	supply_area	2.089859096809283e+21	0.9247260790163319	0.15929529615761326
-3005	GBM_grid_1_AutoML_20190416_023844_model_22	city	1.7437231254987017e+21	0.771566968890089	0.1329117796110171
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-3007	GBM_grid_1_AutoML_20190416_023844_model_22	total_parking_capacity_in_site	1.0039683950000325e+21	0.4442384459230477	0.07652546674490397
-3008	GBM_grid_1_AutoML_20190416_023844_model_22	total_household_count_in_sites	9.390043925876782e+20	0.4154930116879346	0.071573716639043
-3009	GBM_grid_1_AutoML_20190416_023844_model_22	bathroom_count	7.225194547247223e+20	0.3197022150443969	0.05507258871937008
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-3011	GBM_grid_1_AutoML_20190416_023844_model_22	total_household_count_of_area_type	5.6190793305752915e+20	0.2486344273151154	0.042830299299302425
-3012	GBM_grid_1_AutoML_20190416_023844_model_22	heat_fuel_cogeneration	4.258080967872301e+20	0.18841263143368536	0.03245636367905881
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-3015	GBM_grid_1_AutoML_20190416_023844_model_22	heat_fuel_gas	2.7755680985047158e+20	0.12281403127568408	0.021156208231070072
-3016	GBM_grid_1_AutoML_20190416_023844_model_22	heat_type_district	2.117873316078876e+20	0.09371218808105418	0.016143062354020445
-3017	GBM_grid_1_AutoML_20190416_023844_model_22	front_door_structure_corridor	1.724945155746148e+20	0.07632580458781607	0.013148046672607733
-3018	GBM_grid_1_AutoML_20190416_023844_model_22	front_door_structure_stairway	1.3055202605198318e+20	0.05776698694328556	0.009951064971642411
-3019	GBM_grid_1_AutoML_20190416_023844_model_22	heat_type_central	5.0060782004827324e+19	0.022151020002493447	0.0038157821776194224
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-3021	GBM_grid_1_AutoML_20190416_023844_model_19	exclusive_use_area	9.198757050141429e+19	1.0	0.1996423542541305
-3022	GBM_grid_1_AutoML_20190416_023844_model_19	city	8.179948696234885e+19	0.8892449981716954	0.17753096494370724
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-3026	GBM_grid_1_AutoML_20190416_023844_model_19	floor	2.3668340187180564e+19	0.2572993292264053	0.05136784383476816
-3027	GBM_grid_1_AutoML_20190416_023844_model_19	total_household_count_in_sites	2.172519747666785e+19	0.23617535889083874	0.047150604665781234
-3028	GBM_grid_1_AutoML_20190416_023844_model_19	bathroom_count	2.092840778829765e+19	0.22751343115400444	0.04542131702002049
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-3033	GBM_grid_1_AutoML_20190416_023844_model_19	front_door_structure_corridor	4.301927204603822e+18	0.04676639660287235	0.009336553517779806
-3034	GBM_grid_1_AutoML_20190416_023844_model_19	heat_fuel_cogeneration	3.9176357960682045e+18	0.042588751661921234	0.008502518646530469
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-3098	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_in_sites	1.1277597307610071e+19	0.08532615408635222	0.030217422787540242
-3099	GBM_grid_1_AutoML_20190416_022142_model_45	apartment_building_count_in_sites	1.0771183142577373e+19	0.08149463112108964	0.028860526410324668
-3100	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_gas	9.291353741288538e+18	0.0702982611788254	0.024895441521010284
-3101	GBM_grid_1_AutoML_20190416_022142_model_45	total_parking_capacity_in_site	8.069358717201547e+18	0.06105266277040887	0.021621203287464752
-3102	GBM_grid_1_AutoML_20190416_022142_model_45	floor	7.6623404033198e+18	0.057973167518099576	0.020530630168265226
-3103	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_of_area_type	3.828066555212595e+18	0.028963101610523914	0.010256999110940523
-3104	GBM_grid_1_AutoML_20190416_022142_model_45	room_count	3.310714173628875e+18	0.025048820241551303	0.008870794654614794
-3105	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_individual	3.1193854065005036e+18	0.023601229285795954	0.008358144478336953
-3106	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_stairway	1.3288538104114708e+18	0.01005409059152104	0.003560557831315821
-3107	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_mixed	6.61906274799059e+17	0.005007974238991212	0.0017735250874609883
-3108	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_corridor	4.220790805616394e+17	0.0031934448165059034	0.00113092724267614
-3109	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_cogeneration	8.87041743126528e+16	0.0006711346254930274	0.00023767576240875057
-3110	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_central	0.0	0.0	0.0
-3111	GBM_grid_1_AutoML_20190416_021340_model_17	supply_area	9.12655238542817e+20	1.0	0.39783364222079587
-3112	GBM_grid_1_AutoML_20190416_021340_model_17	city	5.15447567848552e+20	0.5647779644277688	0.22468767463434638
-3113	GBM_grid_1_AutoML_20190416_021340_model_17	exclusive_use_area	2.94736054511867e+20	0.32294347532859696	0.12847777902141747
-3114	GBM_grid_1_AutoML_20190416_021340_model_17	apartment_building_count_in_sites	1.1683838926477958e+20	0.1280202910480507	0.050930778665812367
-3115	GBM_grid_1_AutoML_20190416_021340_model_17	total_parking_capacity_in_site	7.743644890147324e+19	0.08484742718960499	0.03375516099190434
-3116	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_cogeneration	6.623068818606391e+19	0.07256923029534193	0.028870481201555605
-3117	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_individual	5.494863895587298e+19	0.06020744376990181	0.023952546643783806
-3118	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_in_sites	5.34557528540043e+19	0.05857168248916641	0.023301785775665083
-3119	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_district	4.221253837450641e+19	0.04625244735559147	0.01840077959310057
-3120	GBM_grid_1_AutoML_20190416_021340_model_17	floor	4.2195012159159665e+19	0.046233243811244606	0.018393139777109515
-3121	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_gas	3.79120405350187e+19	0.0415403746496329	0.016526158546079875
-3122	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_of_area_type	3.1622304059535393e+19	0.0346486852034344	0.013784412632644105
-3123	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_stairway	2.088606779453525e+19	0.022884948129901505	0.009104402266552708
-3124	GBM_grid_1_AutoML_20190416_021340_model_17	bathroom_count	1.126640537875094e+19	0.012344645494764647	0.004911115279106758
-3125	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_corridor	1.0532548437419753e+19	0.01154055550509572	0.004591221229843487
-3126	GBM_grid_1_AutoML_20190416_021340_model_17	room_count	4.706574421660271e+18	0.005157012443357013	0.0020516330433186865
-3127	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_mixed	6.160255787173151e+17	0.0006749816937454793	0.00026853042565512584
-3128	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_central	3.642008915547259e+17	0.0003990563754788983	0.00015875805130819963
-3129	GBM_grid_1_AutoML_20190416_020809_model_5	supply_area	3.9641258129067596e+21	1.0	0.27325422040645136
-3130	GBM_grid_1_AutoML_20190416_020809_model_5	city	3.317715714140971e+21	0.8369350194029795	0.22869602625781943
-3131	GBM_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	2.7087876676989034e+21	0.6833253523082914	0.18672153642896588
-3132	GBM_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	7.742977618530659e+20	0.1953262329192573	0.053373717501280594
-3133	GBM_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	5.606837983838145e+20	0.14143945597243393	0.03864892827646004
-3134	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.9203071455794613e+20	0.12412086239945967	0.03391654949114078
-3135	GBM_grid_1_AutoML_20190416_020809_model_5	bathroom_count	4.050766906963043e+20	0.1021856292697419	0.02792265446284598
-3136	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	3.705549810713934e+20	0.09347709900248548	0.025543011813780842
-3137	GBM_grid_1_AutoML_20190416_020809_model_5	room_count	3.3157882438692005e+20	0.08364487910735217	0.02285631623147139
-3138	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	3.301669459037394e+20	0.0832887152140207	0.022758992944462174
-3139	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.165123133085288e+20	0.07984416445058311	0.02181775491094859
-3140	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	3.047464833601629e+20	0.07687608762767865	0.021006715392599372
-3141	GBM_grid_1_AutoML_20190416_020809_model_5	floor	2.7754484716396138e+20	0.07001413685214171	0.01913165838296258
-3142	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	1.4485865145027894e+20	0.036542395041710085	0.009985363668907064
-3143	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	1.0121932521491923e+20	0.025533832676389884	0.006977227541975692
-3144	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	6.231621128690231e+19	0.01572003872430273	0.004295566926368569
-3145	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_central	3.2976062358071804e+19	0.008318621535851702	0.002273098442635474
-3146	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	1.1905408551465517e+19	0.0030032872601325647	0.0008206609189241513
-3147	GBM_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	1.0635831062174892e+20	1.0	0.2803815802909958
-3148	GBM_grid_1_AutoML_20190416_022142_model_2	city	9.45463539615746e+19	0.8889418552144722	0.24924292215184335
-3149	GBM_grid_1_AutoML_20190416_022142_model_2	supply_area	7.072291006711018e+19	0.6649495432343605	0.18643960374582585
-3150	GBM_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	2.270298217213277e+19	0.21345752898307413	0.05984955930128536
-3151	GBM_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	1.5746948247286972e+19	0.1480556446904199	0.04151207562930212
-3152	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.2065174188051137e+19	0.11343894160710712	0.03180618971433869
-3153	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.2008193097453273e+19	0.11290319512650994	0.031655976269473515
-3154	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_district	9.246517856131088e+18	0.08693742691170851	0.024375653143937782
-3155	GBM_grid_1_AutoML_20190416_022142_model_2	bathroom_count	8.167983810701427e+18	0.07679685548739036	0.02153242370293374
-3156	GBM_grid_1_AutoML_20190416_022142_model_2	floor	7.933620708217717e+18	0.07459333137052848	0.02091459612883869
-3157	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.922281666652144e+18	0.06508453947966926	0.018248506031821373
-3158	GBM_grid_1_AutoML_20190416_022142_model_2	room_count	4.974849211523662e+18	0.046774428650114046	0.013114688222127408
-3159	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	4.530557453460308e+18	0.0425971174887566	0.01194344711733879
-3160	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	1.4744511401615688e+18	0.013863055284934755	0.0038869453484514484
-3161	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	8.272072652357632e+17	0.007777551753126566	0.002180682251336632
-3162	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_central	7.945705990274417e+17	0.0074706959369939645	0.0020946455326878895
-3163	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	3.11245731501441e+17	0.0029263884475219863	0.0008205054174615285
-3164	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.0	0.0	0.0
-3165	GBM_grid_1_AutoML_20190416_022142_model_36	exclusive_use_area	1.3160031803009086e+20	1.0	0.3366393711841253
-3166	GBM_grid_1_AutoML_20190416_022142_model_36	city	9.241419860517742e+19	0.7022338546632281	0.23639956325803352
-3167	GBM_grid_1_AutoML_20190416_022142_model_36	total_parking_capacity_in_site	3.975360816233421e+19	0.30207835936418037	0.1016914689446899
-3168	GBM_grid_1_AutoML_20190416_022142_model_36	supply_area	3.4257448602244743e+19	0.2603143298970726	0.08763205232676746
-3169	GBM_grid_1_AutoML_20190416_022142_model_36	apartment_building_count_in_sites	1.875483602790541e+19	0.1425136071754557	0.04797569110472685
-3170	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_individual	1.6109036118011281e+19	0.12240879322440464	0.04120761917847119
-3171	GBM_grid_1_AutoML_20190416_022142_model_36	total_household_count_in_sites	1.3595654791496729e+19	0.10331019708013195	0.03477827978196368
-3172	GBM_grid_1_AutoML_20190416_022142_model_36	bathroom_count	1.2778904569035882e+19	0.09710390339720867	0.032688996979160376
-3173	GBM_grid_1_AutoML_20190416_022142_model_36	floor	9.176588916604535e+18	0.06973075030492158	0.02347411593484605
-3174	GBM_grid_1_AutoML_20190416_022142_model_36	total_household_count_of_area_type	7.803877236628521e+18	0.059299835695261295	0.01996265939977471
-3175	GBM_grid_1_AutoML_20190416_022142_model_36	heat_fuel_gas	7.574003989876834e+18	0.05755308272237619	0.019374633577368666
-3176	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_stairway	2.409613267375751e+18	0.018310086962136252	0.006163896161260199
-3177	GBM_grid_1_AutoML_20190416_022142_model_36	heat_fuel_cogeneration	1.160433780364673e+18	0.008817864559410379	0.0029684403804666943
-3178	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_corridor	1.0416435061724283e+18	0.007915205082819426	0.002664569661873724
-3179	GBM_grid_1_AutoML_20190416_022142_model_36	room_count	9.597913251153183e+17	0.007293229526207214	0.0024551882016038925
-3180	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_district	8.836416923961917e+17	0.006714586299055478	0.002260394109475579
-3181	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_central	6.501295431929037e+17	0.004940182158558685	0.0016630598153922302
-3182	GBM_grid_1_AutoML_20190416_022142_model_36	front_door_structure_mixed	0.0	0.0	0.0
-3183	GBM_grid_1_AutoML_20190416_023844_model_34	exclusive_use_area	4.1108238153689124e+21	1.0	0.19610481120058654
-3184	GBM_grid_1_AutoML_20190416_023844_model_34	supply_area	3.990901964491291e+21	0.9708277814219923	0.19038399878404408
-3185	GBM_grid_1_AutoML_20190416_023844_model_34	city	3.845487206447962e+21	0.9354541520536709	0.1834470598752899
-3186	GBM_grid_1_AutoML_20190416_023844_model_34	apartment_building_count_in_sites	1.3461294470582501e+21	0.3274597763167445	0.06421643761038147
-3187	GBM_grid_1_AutoML_20190416_023844_model_34	room_count	1.2007553621490559e+21	0.29209604110491366	0.057281438993317856
-3188	GBM_grid_1_AutoML_20190416_023844_model_34	total_parking_capacity_in_site	1.0793773004794217e+21	0.26256958433587274	0.0514911587632028
-3189	GBM_grid_1_AutoML_20190416_023844_model_34	total_household_count_in_sites	9.965029749302242e+20	0.2424095557694915	0.04753768016739418
-3190	GBM_grid_1_AutoML_20190416_023844_model_34	heat_fuel_gas	7.566366848081e+20	0.184059623761861	0.03609497776747074
-3191	GBM_grid_1_AutoML_20190416_023844_model_34	heat_fuel_cogeneration	7.16270850979234e+20	0.17424022121827537	0.03416934568555832
-3192	GBM_grid_1_AutoML_20190416_023844_model_34	bathroom_count	5.255157870280038e+20	0.1278370980199362	0.025069469971630464
-3193	GBM_grid_1_AutoML_20190416_023844_model_34	heat_type_district	5.030473636714245e+20	0.1223714238957916	0.023997624979431153
-3194	GBM_grid_1_AutoML_20190416_023844_model_34	total_household_count_of_area_type	4.908421512844133e+20	0.11940238096542317	0.023415381376124818
-3195	GBM_grid_1_AutoML_20190416_023844_model_34	floor	4.6914007873630083e+20	0.11412312952512157	0.022380094769144047
-3196	GBM_grid_1_AutoML_20190416_023844_model_34	heat_type_individual	4.161377073029867e+20	0.10122975977398871	0.019851642928358785
-3197	GBM_grid_1_AutoML_20190416_023844_model_34	front_door_structure_corridor	2.2963903758083083e+20	0.05586204806985206	0.010954816390016428
-3198	GBM_grid_1_AutoML_20190416_023844_model_34	front_door_structure_stairway	2.2183899654027162e+20	0.053964608191402974	0.010582719300888705
-3199	GBM_grid_1_AutoML_20190416_023844_model_34	heat_type_central	5.91748757800207e+19	0.014394894658045627	0.002822908099168369
-3200	GBM_grid_1_AutoML_20190416_023844_model_34	front_door_structure_mixed	4.159635281684726e+18	0.0010118738891541216	0.00019843333799137222
-3201	GBM_grid_1_AutoML_20190416_023844_model_56	supply_area	5.043273711280162e+20	1.0	0.28987117865992196
-3202	GBM_grid_1_AutoML_20190416_023844_model_56	city	4.348835537238234e+20	0.8623040878212309	0.24995710230000906
-3203	GBM_grid_1_AutoML_20190416_023844_model_56	exclusive_use_area	3.502172177353975e+20	0.6944243715189908	0.20129361106238539
-3204	GBM_grid_1_AutoML_20190416_023844_model_56	heat_fuel_cogeneration	1.0111845162014055e+20	0.2005016134539188	0.0581196390151035
-3205	GBM_grid_1_AutoML_20190416_023844_model_56	apartment_building_count_in_sites	8.516788921255225e+19	0.16887421561526475	0.048951767925666585
-3206	GBM_grid_1_AutoML_20190416_023844_model_56	total_parking_capacity_in_site	7.914732417866478e+19	0.15693640422814645	0.04549134046826277
-3207	GBM_grid_1_AutoML_20190416_023844_model_56	total_household_count_in_sites	4.4614892116359774e+19	0.08846414981715305	0.025643207376646073
-3208	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_individual	3.1231284739349414e+19	0.0619266106249502	0.01795073961226836
-3209	GBM_grid_1_AutoML_20190416_023844_model_56	floor	3.081815424032886e+19	0.06110743934321605	0.017713285467307723
-3210	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_district	2.83546852441572e+19	0.05622277684579561	0.01629736259182454
-3211	GBM_grid_1_AutoML_20190416_023844_model_56	total_household_count_of_area_type	1.8850986120731165e+19	0.037378471207239146	0.010834941505348366
-3212	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_stairway	1.5583690561771536e+19	0.030899950020392294	0.008957004932943793
-3213	GBM_grid_1_AutoML_20190416_023844_model_56	bathroom_count	1.4206574238214652e+19	0.028169350012550713	0.008165482690221963
-3214	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_corridor	5.422108276592476e+17	0.0010751167965492303	0.00031164537301280493
-3215	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_central	3.850159866983219e+17	0.0007634247291341068	0.00022129482605223519
-3216	GBM_grid_1_AutoML_20190416_023844_model_56	room_count	3.834525155233628e+17	0.0007603246174517641	0.00022039619302489713
-3217	GBM_grid_1_AutoML_20190416_023844_model_56	heat_fuel_gas	0.0	0.0	0.0
-3218	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_mixed	0.0	0.0	0.0
-3219	DeepLearning_grid_1_AutoML_20190416_022142_model_1	city	1.0	1.0	0.178505869673454
-3220	DeepLearning_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	0.5029036402702332	0.5029036402702332	0.08977125166838384
-3221	DeepLearning_grid_1_AutoML_20190416_022142_model_1	supply_area	0.4551074504852295	0.4551074504852295	0.0812393512437343
-3222	DeepLearning_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.45126479864120483	0.45126479864120483	0.08055341533446438
-3223	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_district	0.3303416669368744	0.3303416669368744	0.05896792654594525
-3224	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.2992936670780182	0.2992936670780182	0.05342567632951885
-3225	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.2988487482070923	0.2988487482070923	0.05334625569953009
-3226	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.2968520224094391	0.2968520224094391	0.05298982842452058
-3227	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.27437475323677063	0.27437475323677063	0.04897750394296908
-3228	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	0.2586391866207123	0.2586391866207123	0.046168612939365014
-3229	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.24984988570213318	0.24984988570213318	0.044599671135072363
-3230	DeepLearning_grid_1_AutoML_20190416_022142_model_1	bathroom_count	0.2481069415807724	0.2481069415807724	0.04428854537889663
-3231	DeepLearning_grid_1_AutoML_20190416_022142_model_1	room_count	0.2393413633108139	0.2393413633108139	0.04272383820662695
-3232	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.20646235346794128	0.20646235346794128	0.036854741960622925
-3233	DeepLearning_grid_1_AutoML_20190416_022142_model_1	floor	0.15503717958927155	0.15503717958927155	0.027675046574302392
-3234	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.1292830854654312	0.1292830854654312	0.02307778960507428
-3235	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.11427837610244751	0.11427837610244751	0.020399360911037456
-3236	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.09207156300544739	0.09207156300544739	0.0164353144264816
-3237	DeepLearning_grid_1_AutoML_20190416_023844_model_5	city	1.0	1.0	0.10632014354942076
-3238	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	0.7564743757247925	0.7564743757247925	0.0804284642185184
-3239	DeepLearning_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	0.7161544561386108	0.7161544561386108	0.07614164458021447
-3240	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	0.6053639650344849	0.6053639650344849	0.06436238366211297
-3241	DeepLearning_grid_1_AutoML_20190416_023844_model_5	supply_area	0.536789059638977	0.536789059638977	0.05707148987657463
-3242	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_district	0.5233915448188782	0.5233915448188782	0.05564706417769622
-3243	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	0.518665075302124	0.518665075302124	0.05514454526019296
-3244	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_central	0.5103742480278015	0.5103742480278015	0.054263063314243534
-3245	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	0.4918748438358307	0.4918748438358307	0.05229620400497444
-3246	DeepLearning_grid_1_AutoML_20190416_023844_model_5	bathroom_count	0.4806511402130127	0.4806511402130127	0.05110289822464028
-3247	DeepLearning_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	0.4253925085067749	0.4253925085067749	0.0452277925692885
-3248	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	0.42453324794769287	0.42453324794769287	0.045136435863300545
-3249	DeepLearning_grid_1_AutoML_20190416_023844_model_5	floor	0.4228358268737793	0.4228358268737793	0.04495596581105824
-3250	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	0.4222497344017029	0.4222497344017029	0.044893652375293844
-3251	DeepLearning_grid_1_AutoML_20190416_023844_model_5	room_count	0.4203960597515106	0.4203960597515106	0.04469656942039148
-3252	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	0.41089701652526855	0.41089701652526855	0.04368662978099527
-3253	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	0.37567612528800964	0.37567612528800964	0.039941939568711365
-3254	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	0.3638361692428589	0.3638361692428589	0.038683113742372106
-3255	GBM_grid_1_AutoML_20190416_015849_model_13	supply_area	5.887218022889397e+19	1.0	0.15785894400040468
-3256	GBM_grid_1_AutoML_20190416_015849_model_13	city	5.384655007284147e+19	0.9146348897473656	0.14438329784144568
-3257	GBM_grid_1_AutoML_20190416_015849_model_13	apartment_building_count_in_sites	5.13968997388077e+19	0.8730252479010882	0.1378148437193573
-3258	GBM_grid_1_AutoML_20190416_015849_model_13	exclusive_use_area	4.813182519333618e+19	0.8175648499206334	0.12905992386032053
-3259	GBM_grid_1_AutoML_20190416_015849_model_13	total_parking_capacity_in_site	3.728260971053554e+19	0.6332806015605577	0.09996900701829066
-3260	GBM_grid_1_AutoML_20190416_015849_model_13	room_count	3.6345638886693667e+19	0.6173652605591042	0.09745662809439488
-3261	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_cogeneration	3.1538127648336118e+19	0.5357051076708295	0.08456584259254023
-3262	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_in_sites	1.5218002889977889e+19	0.2584922595156247	0.04080531511941508
-3263	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_of_area_type	1.3149295951573156e+19	0.22335330372425366	0.03525831666491234
-3264	GBM_grid_1_AutoML_20190416_015849_model_13	floor	1.2506363124300906e+19	0.21243247788134215	0.033534366629738
-3265	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_corridor	5.943842212012884e+18	0.10096181573203733	0.015937725615822858
-3266	GBM_grid_1_AutoML_20190416_015849_model_13	bathroom_count	4.553891564102877e+18	0.0773521813936129	0.012210733670923485
-3267	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_district	1.1428838567984497e+18	0.019412969799231794	0.003064510912418479
-3268	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_individual	8.670292399316009e+17	0.01472731664702423	0.0023248386538588257
-3269	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_mixed	8.405722413882409e+17	0.014277919352062575	0.0022538972714395405
-3270	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_gas	6.605454917207327e+17	0.01121999370759744	0.0017711763583725172
-3271	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_stairway	4.2647643987797606e+17	0.007244108137661004	0.0011435472608359043
-3272	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_central	2.1894836177915085e+17	0.00371904626137309	0.000587084715509009
-3273	GBM_grid_1_AutoML_20190416_021340_model_11	supply_area	4.1106076425867986e+21	1.0	0.23381469056908838
-3274	GBM_grid_1_AutoML_20190416_021340_model_11	city	3.668224680689729e+21	0.8923801538940654	0.20865158955273638
-3275	GBM_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	2.96656864382001e+21	0.7216861597506186	0.16874082613008456
-3276	GBM_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	9.823395059458648e+20	0.23897671375117674	0.055876266378949005
-3277	GBM_grid_1_AutoML_20190416_021340_model_11	room_count	8.620887515579569e+20	0.20972294767968802	0.049036306116963364
-3278	GBM_grid_1_AutoML_20190416_021340_model_11	bathroom_count	8.507928792675815e+20	0.20697496653613454	0.04839378775619372
-3279	GBM_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	7.126995668434734e+20	0.17338058720558713	0.0405389283481612
-3280	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	5.643181680987304e+20	0.13728339388373392	0.03209887426119953
-3281	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	5.627724834484959e+20	0.13690737048655516	0.03201095446694144
-3282	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	4.8593674612778834e+20	0.11821530741425595	0.027640475523593916
-3283	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.46412029898078e+20	0.10860000970979358	0.02539227766609538
-3284	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.271788447394389e+20	0.10392109436905926	0.024298278523502623
-3285	GBM_grid_1_AutoML_20190416_021340_model_11	floor	3.7823527210154826e+20	0.09201444287286087	0.021514328488205024
-3286	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.7966537208129546e+20	0.04370774048584027	0.01021951181717076
-3287	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.6962155326388725e+20	0.04126435019158012	0.009648211271578808
-3288	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.5649285666266048e+20	0.03807049231392461	0.008901440380193141
-3289	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.392744666034864e+19	0.010686363301924183	0.0024986287287482646
-3290	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.2739340842133619e+19	0.003099138120153149	0.0007246240205944748
-3291	GBM_grid_1_AutoML_20190416_022142_model_15	supply_area	1.5642454620425e+20	1.0	0.3513246477359584
-3292	GBM_grid_1_AutoML_20190416_022142_model_15	city	6.582203489839166e+19	0.4207909595751366	0.1478342356432108
-3293	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	4.888866742524602e+19	0.312538336287772	0.109802420900284
-3294	GBM_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	4.205468368912987e+19	0.2688496448263134	0.09445350676254209
-3295	GBM_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	3.1189430729726493e+19	0.19938961938237723	0.0700504877917205
-3296	GBM_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	2.5240927687923466e+19	0.16136168076182456	0.056690335651730185
-3297	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	1.8699196341493432e+19	0.11954131749295355	0.04199781125810426
-3298	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	1.8047171652571103e+19	0.1153730158756936	0.040533384160763186
-3299	GBM_grid_1_AutoML_20190416_022142_model_15	floor	1.4200918350401372e+19	0.09078446250921926	0.03189481931094978
-3300	GBM_grid_1_AutoML_20190416_022142_model_15	bathroom_count	6.746669868487016e+18	0.04313050625493016	0.015152809916686888
-3301	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	6.029074704130638e+18	0.03854302186217133	0.013541113578406686
-3302	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	2.9123822764844646e+18	0.018618447981186063	0.006541119678380459
-3303	GBM_grid_1_AutoML_20190416_022142_model_15	room_count	2.8597236409732956e+18	0.01828180877212989	0.006422850026844689
-3304	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	2.1272148383367168e+18	0.013598983599154088	0.004777658122539886
-3305	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.7464508005419581e+18	0.011164812958840519	0.003922473979802508
-3306	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_district	1.6198873914581975e+18	0.010355710985046064	0.003638216513876703
-3307	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	3.4170560520493466e+17	0.002184475604990763	0.0007674601224111745
-3308	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	2.9147726834827264e+17	0.0018633729515039072	0.0006546488457878232
-3309	GBM_grid_1_AutoML_20190416_022142_model_35	supply_area	1.1541299998271681e+20	1.0	0.27843526478003516
-3310	GBM_grid_1_AutoML_20190416_022142_model_35	exclusive_use_area	8.80727461565783e+19	0.7631094085568114	0.21247657022765182
-3311	GBM_grid_1_AutoML_20190416_022142_model_35	city	5.592035654617583e+19	0.4845238972607067	0.13490853962603944
-3312	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_cogeneration	3.924810549244094e+19	0.34006659127064	0.09468653138328464
-3313	GBM_grid_1_AutoML_20190416_022142_model_35	apartment_building_count_in_sites	2.8124674008696226e+19	0.24368722772051604	0.0678511177738746
-3314	GBM_grid_1_AutoML_20190416_022142_model_35	total_parking_capacity_in_site	2.2710656763294646e+19	0.19677728476597597	0.054789735386510906
-3315	GBM_grid_1_AutoML_20190416_022142_model_35	floor	1.5685395387340816e+19	0.1359066603388675	0.03784120695682288
-3316	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_in_sites	1.2602998101754511e+19	0.1091991205812328	0.03040488605278254
-3317	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_mixed	8.970038510501233e+18	0.07772121435058878	0.021640326896732058
-3318	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_district	7.016822074454835e+18	0.060797501802271926	0.01692816851228025
-3319	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_of_area_type	5.974175538799968e+18	0.05176345420095315	0.014412771076371613
-3320	GBM_grid_1_AutoML_20190416_022142_model_35	bathroom_count	5.450413279304221e+18	0.047225297671149906	0.013149188261382604
-3321	GBM_grid_1_AutoML_20190416_022142_model_35	room_count	5.060962962211078e+18	0.043850891693041176	0.012209634639392565
-3322	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_central	1.6930697858913403e+18	0.014669662742887533	0.004084551430049707
-3323	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_individual	1.673915331262808e+18	0.014503698296669164	0.004038341075522824
-3324	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_corridor	7.733709840517693e+17	0.006700900108025805	0.0018657668958427314
-3325	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_stairway	1.149834728791081e+17	0.0009962783472947324	0.0002773990254236247
-3326	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_gas	0.0	0.0	0.0
-3327	GBM_grid_1_AutoML_20190416_023844_model_30	supply_area	5.807159784113445e+21	1.0	0.3549883664704233
-3328	GBM_grid_1_AutoML_20190416_023844_model_30	city	3.6194217048027053e+21	0.6232688335361979	0.22125318508894104
-3329	GBM_grid_1_AutoML_20190416_023844_model_30	exclusive_use_area	2.4899642357294354e+21	0.4287748793379495	0.15221009399973157
-3330	GBM_grid_1_AutoML_20190416_023844_model_30	apartment_building_count_in_sites	7.824591288027914e+20	0.1347404166393617	0.047831280400351256
-3331	GBM_grid_1_AutoML_20190416_023844_model_30	total_parking_capacity_in_site	6.384533641241318e+20	0.10994244826373446	0.03902829011490212
-3332	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_district	5.050570598207665e+20	0.08697144190907974	0.030873850092881527
-3333	GBM_grid_1_AutoML_20190416_023844_model_30	heat_fuel_gas	4.034620798611478e+20	0.06947666240644741	0.024663406895481833
-3334	GBM_grid_1_AutoML_20190416_023844_model_30	heat_fuel_cogeneration	3.933719056335126e+20	0.06773912209367028	0.02404660029817257
-3335	GBM_grid_1_AutoML_20190416_023844_model_30	total_household_count_in_sites	3.770269352109015e+20	0.06492449824479225	0.023047441575830666
-3336	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_individual	3.587492872294509e+20	0.06177706496226875	0.021930139376293005
-3337	GBM_grid_1_AutoML_20190416_023844_model_30	floor	2.5683251100270776e+20	0.044226871749821726	0.015700024956566125
-3338	GBM_grid_1_AutoML_20190416_023844_model_30	total_household_count_of_area_type	2.1467253808010206e+20	0.03696687297418237	0.01312280985062464
-3339	GBM_grid_1_AutoML_20190416_023844_model_30	room_count	1.7095933345944882e+20	0.029439405805078683	0.010450646576604779
-3340	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_stairway	1.4969416285174943e+20	0.025777517481310807	0.009150718822353304
-3341	GBM_grid_1_AutoML_20190416_023844_model_30	bathroom_count	1.1717687172036716e+20	0.020178000274923738	0.007162955356234929
-3342	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_corridor	6.53885018616061e+19	0.01125997979950343	0.003997161835515688
-3343	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_central	7.97062367253889e+18	0.0013725511211769993	0.000487239680403771
-3344	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_mixed	9.126309349377966e+17	0.00015715616047529235	5.578860868788773e-05
-3345	GBM_5_AutoML_20190416_023643	supply_area	3.930071140636956e+20	1.0	0.2619130187495667
-3346	GBM_5_AutoML_20190416_023643	city	3.622584709484747e+20	0.9217605941091506	0.24142109976752163
-3347	GBM_5_AutoML_20190416_023643	exclusive_use_area	2.6121190979660467e+20	0.6646493166387555	0.174080308930693
-3348	GBM_5_AutoML_20190416_023643	total_parking_capacity_in_site	6.616217101946742e+19	0.16834853276662154	0.04409267241896619
-3349	GBM_5_AutoML_20190416_023643	room_count	6.553324597033304e+19	0.1667482435437846	0.043673535837740564
-3350	GBM_5_AutoML_20190416_023643	apartment_building_count_in_sites	6.4652699884205375e+19	0.16450770881904941	0.04308671062437194
-3351	GBM_5_AutoML_20190416_023643	total_household_count_in_sites	5.852180985358687e+19	0.14890776212285586	0.03900088149283956
-3352	GBM_5_AutoML_20190416_023643	heat_fuel_cogeneration	4.11132598431955e+19	0.10461199905030773	0.027399244468692897
-3353	GBM_5_AutoML_20190416_023643	heat_fuel_gas	4.082772107150859e+19	0.1038854504422318	0.027208951929483433
-3354	GBM_5_AutoML_20190416_023643	heat_type_district	4.0706968306499715e+19	0.10357819706007215	0.02712847826864099
-3355	GBM_5_AutoML_20190416_023643	heat_type_individual	3.152068059782657e+19	0.08020384229665099	0.02100643045123004
-3356	GBM_5_AutoML_20190416_023643	floor	2.7458965897566224e+19	0.06986887747053833	0.01829956861495228
-3357	GBM_5_AutoML_20190416_023643	total_household_count_of_area_type	1.850072129854033e+19	0.04707477456894553	0.012329496314307855
-3358	GBM_5_AutoML_20190416_023643	bathroom_count	1.0859023126520398e+19	0.027630601935517255	0.007236814362798944
-3359	GBM_5_AutoML_20190416_023643	front_door_structure_corridor	1.0299232070005686e+19	0.026206222995587978	0.006863750974798759
-3360	GBM_5_AutoML_20190416_023643	front_door_structure_stairway	7.334315952579805e+18	0.01866204373947062	0.004887832211841201
-3361	GBM_5_AutoML_20190416_023643	heat_type_central	5.570018703929508e+17	0.0014172819026952175	0.00037120458155403397
-3362	GBM_5_AutoML_20190416_023643	front_door_structure_mixed	0.0	0.0	0.0
-3363	XGBoost_grid_1_AutoML_20190416_015849_model_5	supply_area	1.1865486163870273e+21	1.0	0.29599679028309933
-3364	XGBoost_grid_1_AutoML_20190416_015849_model_5	city	9.36165647078807e+20	0.7889821235722966	0.2335361761681434
-3365	XGBoost_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	8.118613715512889e+20	0.6842209078826963	0.20252719257786628
-3366	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_district	2.35696713331179e+20	0.19864058672021548	0.05879697608913543
-3367	XGBoost_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	1.956698633352029e+20	0.1649067392881098	0.04881186552533237
-3368	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	1.7378611628180976e+20	0.14646354467209152	0.04335273911642443
-3369	XGBoost_grid_1_AutoML_20190416_015849_model_5	floor	1.163797785667877e+20	0.09808260442050615	0.029032136091076747
-3370	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	9.999475073655348e+19	0.08427362297301545	0.024944721905540635
-3371	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	8.639559510003391e+19	0.07281252020090298	0.02155227227189061
-3372	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	7.088789398588123e+19	0.059742932575093985	0.017683716284327435
-3373	XGBoost_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.1397229631283134e+19	0.02646097192956653	0.007832362758922882
-3374	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	1.842518924775863e+19	0.015528389644802148	0.004596353493126752
-3375	XGBoost_grid_1_AutoML_20190416_015849_model_5	room_count	1.6191205920489865e+19	0.013645632127397495	0.004039063311093599
-3376	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	1.063577718610513e+19	0.00896362529037408	0.002653204315251142
-3377	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_central	7.834079171776086e+18	0.006602408922468267	0.0019542918491871034
-3378	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.161861074149704e+18	0.0051930961690488655	0.0015371397976699237
-3379	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	4.621970300437791e+18	0.003895306299805419	0.0011529981619119401
-3380	GBM_grid_1_AutoML_20190416_023844_model_14	supply_area	7.523607702893907e+21	1.0	0.23357276308892766
-3381	GBM_grid_1_AutoML_20190416_023844_model_14	exclusive_use_area	5.335643036226916e+21	0.7091867687591679	0.16564671312518725
-3382	GBM_grid_1_AutoML_20190416_023844_model_14	city	4.947102859674874e+21	0.6575439676063921	0.15358436136628137
-3383	GBM_grid_1_AutoML_20190416_023844_model_14	apartment_building_count_in_sites	2.1664501268221128e+21	0.28795362708621847	0.06725812432000672
-3384	GBM_grid_1_AutoML_20190416_023844_model_14	total_parking_capacity_in_site	1.929195291165166e+21	0.2564189106275588	0.05989247346353171
-3385	GBM_grid_1_AutoML_20190416_023844_model_14	room_count	1.5905901828564782e+21	0.2114132269608725	0.04938037157479756
-3386	GBM_grid_1_AutoML_20190416_023844_model_14	total_household_count_in_sites	1.3934192134704773e+21	0.18520625589429757	0.04325913693058608
-3387	GBM_grid_1_AutoML_20190416_023844_model_14	bathroom_count	1.222189118675619e+21	0.16244721507814816	0.03794324488190438
-3388	GBM_grid_1_AutoML_20190416_023844_model_14	heat_fuel_gas	1.1541991898948808e+21	0.15341033656644876	0.03583247619822779
-3389	GBM_grid_1_AutoML_20190416_023844_model_14	heat_fuel_cogeneration	8.945967188307356e+20	0.11890528509170337	0.027773035984745835
-3390	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_individual	8.812947040125992e+20	0.11713724835408615	0.027360070758697844
-3391	GBM_grid_1_AutoML_20190416_023844_model_14	total_household_count_of_area_type	8.317948664519842e+20	0.11055797953580696	0.02582333276170755
-3392	GBM_grid_1_AutoML_20190416_023844_model_14	floor	7.758329263760458e+20	0.10311980063469108	0.024085976763424152
-3393	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_district	7.49773832294685e+20	0.09965615724571728	0.02327696400670684
-3394	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_stairway	2.957617317348146e+20	0.03931115807926186	0.009182015812798814
-3395	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_corridor	2.5921503835088906e+20	0.034453555872029806	0.00804741224326875
-3396	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_central	1.6581743654582878e+20	0.022039617573634013	0.005147854374096984
-3397	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_mixed	9.449646252195263e+19	0.012559993324160851	0.0029336723451027355
-3398	GBM_grid_1_AutoML_20190416_023844_model_8	exclusive_use_area	1.3669938676678577e+20	1.0	0.3184835114618683
-3399	GBM_grid_1_AutoML_20190416_023844_model_8	city	1.1168338617255644e+20	0.8169999062475126	0.260200999005725
-3400	GBM_grid_1_AutoML_20190416_023844_model_8	apartment_building_count_in_sites	5.8309714060588876e+19	0.4265543206866569	0.13585051788151833
-3401	GBM_grid_1_AutoML_20190416_023844_model_8	supply_area	2.555107352984001e+19	0.18691432444705175	0.05952913039241998
-3402	GBM_grid_1_AutoML_20190416_023844_model_8	total_parking_capacity_in_site	2.4262129242737738e+19	0.17748528224292498	0.056526135921527526
-3403	GBM_grid_1_AutoML_20190416_023844_model_8	total_household_count_in_sites	1.605862900743589e+19	0.1174740383790639	0.03741354424857055
-3404	GBM_grid_1_AutoML_20190416_023844_model_8	heat_fuel_cogeneration	1.3148115076084924e+19	0.09618269245432752	0.03063260163471117
-3405	GBM_grid_1_AutoML_20190416_023844_model_8	floor	1.1007956374549168e+19	0.08052674291311307	0.025646439849555367
-3406	GBM_grid_1_AutoML_20190416_023844_model_8	total_household_count_of_area_type	1.0775602079809405e+19	0.0788269964823835	0.02510509863770184
-3407	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_district	5.964370094103462e+18	0.04363128639544593	0.013895845300820064
-3408	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_stairway	3.280054841644155e+18	0.02399465659081595	0.007641902487364725
-3409	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_individual	3.232033121545224e+18	0.023643362256329598	0.007530021034160851
-3410	GBM_grid_1_AutoML_20190416_023844_model_8	heat_fuel_gas	2.868077180565324e+18	0.02098090743785391	0.006682073074464143
-3411	GBM_grid_1_AutoML_20190416_023844_model_8	bathroom_count	2.7244061951870894e+18	0.019929907950757872	0.006347347067269175
-3412	GBM_grid_1_AutoML_20190416_023844_model_8	room_count	1.7758502296402002e+18	0.012990915845656767	0.004137392495630394
-3413	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_mixed	1.1597170362223165e+18	0.00848370328245025	0.0027019196115953335
-3414	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_central	4.0308972447596544e+17	0.002948731036838164	0.0009391222149688143
-3415	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_corridor	3.1607636711859814e+17	0.0023122003294560214	0.0007363976801284425
-3416	GBM_grid_1_AutoML_20190416_022142_model_26	exclusive_use_area	3.833177602028963e+20	1.0	0.2555406049518385
-3417	GBM_grid_1_AutoML_20190416_022142_model_26	city	3.299694912075769e+20	0.8608249485568283	0.21997572811184715
-3418	GBM_grid_1_AutoML_20190416_022142_model_26	supply_area	2.7063917526971423e+20	0.7060439232621534	0.1804228912729801
-3419	GBM_grid_1_AutoML_20190416_022142_model_26	apartment_building_count_in_sites	1.0317252405877958e+20	0.2691566495749341	0.06878045305918866
-3420	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_cogeneration	8.207622084492054e+19	0.2141205792329483	0.054716502349825676
-3421	GBM_grid_1_AutoML_20190416_022142_model_26	room_count	6.949965940074427e+19	0.18131082515967165	0.04633227794561951
-3422	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_in_sites	6.0688437098538074e+19	0.15832409400079636	0.04045823475941524
-3423	GBM_grid_1_AutoML_20190416_022142_model_26	total_parking_capacity_in_site	5.959312560518018e+19	0.15546664358478085	0.03972804015148676
-3424	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_individual	4.229169441561326e+19	0.11033064158891981	0.02819395889635704
-3425	GBM_grid_1_AutoML_20190416_022142_model_26	floor	3.264837050959921e+19	0.08517312240454995	0.02176519122489568
-3426	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_of_area_type	2.1555206381943914e+19	0.05623325767774077	0.014369880685382492
-3427	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_gas	1.4444286453116568e+19	0.03768227813256284	0.009629352149958545
-3428	GBM_grid_1_AutoML_20190416_022142_model_26	bathroom_count	1.0591664779598758e+19	0.027631552407048444	0.007060983617855589
-3429	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_corridor	7.834715789008568e+18	0.020439219369490016	0.005223050482422814
-3430	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_district	5.931086227863241e+18	0.015473027455664513	0.003953986796456916
-3431	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_stairway	4.418604629764342e+18	0.011527262987828956	0.0029456837573487485
-3432	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_central	1.3547939010508227e+18	0.003534388545768681	0.0009031797871205774
-3433	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_mixed	0.0	0.0	0.0
-3434	GBM_5_AutoML_20190416_022142	supply_area	4.7630013364075024e+20	1.0	0.3197686003049693
-3435	GBM_5_AutoML_20190416_022142	city	3.275212922288918e+20	0.6876363643347725	0.2198845177421281
-3436	GBM_5_AutoML_20190416_022142	exclusive_use_area	2.4786654783205487e+20	0.5203999124195259	0.16640755159322038
-3437	GBM_5_AutoML_20190416_022142	total_parking_capacity_in_site	7.80893652943257e+19	0.16394991262636233	0.05242603408065388
-3438	GBM_5_AutoML_20190416_022142	heat_fuel_gas	6.867006468344775e+19	0.14417393536832848	0.046102297513189505
-3439	GBM_5_AutoML_20190416_022142	apartment_building_count_in_sites	6.502994672174183e+19	0.13653144756577104	0.04365846988571791
-3440	GBM_5_AutoML_20190416_022142	total_household_count_in_sites	4.153075760240158e+19	0.08719451175658538	0.027882066978678493
-3441	GBM_5_AutoML_20190416_022142	heat_type_district	3.799996628086869e+19	0.07978155704136375	0.025511636825267952
-3442	GBM_5_AutoML_20190416_022142	heat_type_individual	3.5480886185587376e+19	0.07449270676112987	0.02382042857393502
-3443	GBM_5_AutoML_20190416_022142	floor	2.816970560692342e+19	0.059142762341046165	0.01891199833196578
-3444	GBM_5_AutoML_20190416_022142	room_count	2.2868707161740935e+19	0.04801322852239566	0.015353122880729089
-3445	GBM_5_AutoML_20190416_022142	total_household_count_of_area_type	1.744799828857271e+19	0.03663236068233581	0.011713878701257311
-3446	GBM_5_AutoML_20190416_022142	heat_fuel_cogeneration	1.6540450395890123e+19	0.03472694888716066	0.011104587838509573
-3447	GBM_5_AutoML_20190416_022142	bathroom_count	1.3488853729532707e+19	0.028320071267724407	0.00905586954981721
-3448	GBM_5_AutoML_20190416_022142	front_door_structure_stairway	1.0076388550846185e+19	0.02115554424439089	0.006764878771718724
-3449	GBM_5_AutoML_20190416_022142	front_door_structure_corridor	1.5572853225412362e+18	0.0032695462641121574	0.0010454982325074859
-3450	GBM_5_AutoML_20190416_022142	heat_type_central	8.766722317851034e+17	0.0018405878349938363	0.0005885621957343328
-3451	GBM_5_AutoML_20190416_022142	front_door_structure_mixed	0.0	0.0	0.0
-3452	GBM_grid_1_AutoML_20190416_021340_model_2	city	9.068059422361649e+19	1.0	0.23613663539076796
-3453	GBM_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	7.44104785526244e+19	0.820577756351372	0.19376847046131834
-3454	GBM_grid_1_AutoML_20190416_021340_model_2	bathroom_count	6.546431978541102e+19	0.7219220423719032	0.17047224210013262
-3455	GBM_grid_1_AutoML_20190416_021340_model_2	supply_area	3.1454012809788e+19	0.3468659758914134	0.0819077644785336
-3456	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	2.4078260112248013e+19	0.265528256827161	0.06270094916834151
-3457	GBM_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	2.28634251078811e+19	0.25213139926609174	0.05953746029906124
-3458	GBM_grid_1_AutoML_20190416_021340_model_2	floor	1.998969533803738e+19	0.22044071842695692	0.05205412955246527
-3459	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	1.3824367503725298e+19	0.15245122313198223	0.0359993188915935
-3460	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	1.185871229263387e+19	0.13077453223774127	0.03088065803742174
-3461	GBM_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	1.1295708463142797e+19	0.12456588490463363	0.02941456894585384
-3462	GBM_grid_1_AutoML_20190416_021340_model_2	room_count	4.519257772461654e+18	0.04983709922894039	0.011768364929557821
-3463	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	3.904723131511603e+18	0.04306018465078246	0.01016808712274096
-3464	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	2.980058316685705e+18	0.03286324204423432	0.007760215404357915
-3465	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	2.4179813754968474e+18	0.02666481617372461	0.00629653997457666
-3466	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	1.9675623140098048e+18	0.02169772188697657	0.005123627042035272
-3467	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.735726713880445e+18	0.019141104320514028	0.004519915971909874
-3468	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_district	2.924538751919063e+17	0.003225098795346676	0.000761563978335983
-3469	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	2.801362354044928e+17	0.0030892633402212007	0.0007294882509958796
-3470	GBM_grid_1_AutoML_20190416_022142_model_37	supply_area	4.5936592350189307e+21	1.0	0.2261461599960611
-3471	GBM_grid_1_AutoML_20190416_022142_model_37	city	4.084156876075345e+21	0.8890857303781946	0.20106332383232203
-3472	GBM_grid_1_AutoML_20190416_022142_model_37	exclusive_use_area	3.4889248390500644e+21	0.7595088491660149	0.17176000972192185
-3473	GBM_grid_1_AutoML_20190416_022142_model_37	apartment_building_count_in_sites	1.181536954426694e+21	0.2572104054692304	0.05816714550789633
-3474	GBM_grid_1_AutoML_20190416_022142_model_37	total_parking_capacity_in_site	1.0034734212534868e+21	0.2184475099075022	0.049401065526283136
-3475	GBM_grid_1_AutoML_20190416_022142_model_37	room_count	9.495927071553471e+20	0.20671814311264075	0.04674851426643991
-3476	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_cogeneration	8.055912349700823e+20	0.17537026447865423	0.03965931188934129
-3477	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_in_sites	7.933857762924665e+20	0.17271324138373903	0.039058436319405365
-3478	GBM_grid_1_AutoML_20190416_022142_model_37	bathroom_count	6.571631465635774e+20	0.14305874966819762	0.03235218689130068
-3479	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_individual	6.093438553514133e+20	0.13264890236223675	0.02999803989691228
-3480	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_gas	5.400704358612468e+20	0.11756867634937251	0.02658770469223032
-3481	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_district	4.124527424610071e+20	0.08978740506408228	0.0203050768712531
-3482	GBM_grid_1_AutoML_20190416_022142_model_37	floor	4.044935800976761e+20	0.08805476405696191	0.01991324676084112
-3483	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_of_area_type	3.7170821923534904e+20	0.08091767373637528	0.018299221191295394
-3484	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_stairway	2.117851853611902e+20	0.046103808429385475	0.010426199237499557
-3485	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_corridor	1.6393176530809992e+20	0.035686531569080214	0.008070372077925698
-3486	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_central	3.809605040299678e+19	0.008293181634497054	0.0018754711807913661
-3487	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_mixed	3.4229921778887557e+18	0.0007451558774308276	0.00016851414027947725
-3488	GBM_grid_1_AutoML_20190416_023844_model_59	supply_area	2.4802179887389685e+20	1.0	0.42038216504423304
-3489	GBM_grid_1_AutoML_20190416_023844_model_59	total_household_count_in_sites	5.148360722577411e+19	0.2075769446860202	0.08726164542037618
-3490	GBM_grid_1_AutoML_20190416_023844_model_59	heat_fuel_gas	4.925115881673772e+19	0.19857592776261884	0.08347777843851693
-3491	GBM_grid_1_AutoML_20190416_023844_model_59	apartment_building_count_in_sites	4.482240074684668e+19	0.1807196018670762	0.0759712974988133
-3492	GBM_grid_1_AutoML_20190416_023844_model_59	city	3.975759719051978e+19	0.1602988018433572	0.06738675737290699
-3493	GBM_grid_1_AutoML_20190416_023844_model_59	total_household_count_of_area_type	3.815583304922222e+19	0.15384064313081613	0.0646718626311297
-3494	GBM_grid_1_AutoML_20190416_023844_model_59	total_parking_capacity_in_site	3.710500339827763e+19	0.14960379920937167	0.06289076901047838
-3495	GBM_grid_1_AutoML_20190416_023844_model_59	floor	2.316611186291481e+19	0.09340353133513594	0.03926517872544131
-3496	GBM_grid_1_AutoML_20190416_023844_model_59	room_count	1.4125153203154584e+19	0.056951256975344804	0.023941292709285928
-3497	GBM_grid_1_AutoML_20190416_023844_model_59	heat_fuel_cogeneration	1.1775668378411205e+19	0.04747836049845915	0.01995905597909285
-3498	GBM_grid_1_AutoML_20190416_023844_model_59	exclusive_use_area	9.530796587492573e+18	0.03842725369610907	0.016154132105474336
-3499	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_individual	8.139010030042087e+18	0.03281570437355086	0.013795136852004815
-3500	GBM_grid_1_AutoML_20190416_023844_model_59	front_door_structure_stairway	6.778901502099456e+18	0.02733187781428072	0.011489833970291768
-3501	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_district	2.9751336041048965e+18	0.011995452083699953	0.005042674117630142
-3502	GBM_grid_1_AutoML_20190416_023844_model_59	bathroom_count	2.874723178599416e+18	0.011590606921051435	0.004872484431648274
-3503	GBM_grid_1_AutoML_20190416_023844_model_59	front_door_structure_corridor	1.4186507876129833e+18	0.0057198633106208385	0.0024045285222758623
-3504	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_central	3.7398101312405504e+17	0.0015078554176369003	0.0006338755250398764
-3505	GBM_grid_1_AutoML_20190416_023844_model_59	front_door_structure_mixed	2.3572017471029248e+17	0.0009504010364433372	0.0003995316453603331
-3506	GBM_grid_1_AutoML_20190416_023844_model_32	city	7.444827360512222e+20	1.0	0.22672076037148203
-3507	GBM_grid_1_AutoML_20190416_023844_model_32	exclusive_use_area	7.059405082277204e+20	0.9482295210390883	0.2149833180166683
-3508	GBM_grid_1_AutoML_20190416_023844_model_32	supply_area	7.059101792989799e+20	0.9481887827824815	0.21497408180815422
-3509	GBM_grid_1_AutoML_20190416_023844_model_32	total_parking_capacity_in_site	1.7790580163313297e+20	0.23896565093873798	0.05417847408349683
-3510	GBM_grid_1_AutoML_20190416_023844_model_32	apartment_building_count_in_sites	1.700724234000196e+20	0.22844374377583712	0.05179293929096581
-3511	GBM_grid_1_AutoML_20190416_023844_model_32	room_count	1.4753678030056456e+20	0.19817354138137283	0.04493005598749421
-3512	GBM_grid_1_AutoML_20190416_023844_model_32	total_household_count_in_sites	9.673498903126737e+19	0.12993583913625065	0.02945915224847732
-3513	GBM_grid_1_AutoML_20190416_023844_model_32	heat_fuel_gas	8.811377113443389e+19	0.11835569431978264	0.026833693010475817
-3514	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_district	8.201731340995081e+19	0.1101668439552745	0.024977110629266244
-3515	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_individual	7.773889376394884e+19	0.10442000868452672	0.023674183766952656
-3516	GBM_grid_1_AutoML_20190416_023844_model_32	bathroom_count	7.397755244625736e+19	0.09936772051778986	0.02252872515217423
-3517	GBM_grid_1_AutoML_20190416_023844_model_32	heat_fuel_cogeneration	6.973628309913469e+19	0.0936707860668735	0.021237111841675985
-3518	GBM_grid_1_AutoML_20190416_023844_model_32	floor	6.381510072225864e+19	0.08571736808933607	0.019433906870256482
-3519	GBM_grid_1_AutoML_20190416_023844_model_32	total_household_count_of_area_type	3.872216949845708e+19	0.052012179226400355	0.01179224082278729
-3520	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_stairway	2.5266383581129736e+19	0.03393817258294536	0.007694488293623956
-3521	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_corridor	1.4463631260695658e+19	0.019427759114216084	0.00440467631868906
-3522	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_central	1.2644916982563471e+18	0.0016984835739284989	0.00038508148735954157
-3523	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_mixed	0.0	0.0	0.0
-3524	GBM_5_AutoML_20190416_021340	city	3.510466893073917e+20	1.0	0.23436357978385883
-3525	GBM_5_AutoML_20190416_021340	supply_area	3.444496195407357e+20	0.9812074291893427	0.2299592856153315
-3526	GBM_5_AutoML_20190416_021340	exclusive_use_area	3.1004577756232234e+20	0.8832038216171092	0.2069908093129704
-3527	GBM_5_AutoML_20190416_021340	apartment_building_count_in_sites	1.0590519748189592e+20	0.30168407994630236	0.07070376094001528
-3528	GBM_5_AutoML_20190416_021340	heat_fuel_cogeneration	6.309072047164726e+19	0.1797217361488981	0.0421202294488259
-3529	GBM_5_AutoML_20190416_021340	total_parking_capacity_in_site	5.874645327328104e+19	0.16734655264570833	0.039219937142536195
-3530	GBM_5_AutoML_20190416_021340	room_count	4.96443353787374e+19	0.14141804179006703	0.033143238519943455
-3531	GBM_5_AutoML_20190416_021340	heat_type_individual	4.813595056096359e+19	0.13712122070125454	0.032136220147878584
-3532	GBM_5_AutoML_20190416_021340	total_household_count_in_sites	3.86131375274003e+19	0.10999430760501765	0.02577865968615886
-3533	GBM_5_AutoML_20190416_021340	heat_fuel_gas	3.7726975135877956e+19	0.10746996420992475	0.02518704553148115
-3534	GBM_5_AutoML_20190416_021340	floor	2.7759264513344406e+19	0.07907570519497818	0.01853246534342817
-3535	GBM_5_AutoML_20190416_021340	bathroom_count	2.5544841497933775e+19	0.07276764680029671	0.017054086196564996
-3536	GBM_5_AutoML_20190416_021340	total_household_count_of_area_type	2.0879862150908084e+19	0.05947887499552737	0.013939682065468443
-3537	GBM_5_AutoML_20190416_021340	front_door_structure_stairway	9.028104269319897e+18	0.025717673871621383	0.006027286112266999
-3538	GBM_5_AutoML_20190416_021340	heat_type_district	4.0336738552171725e+18	0.01149041987313862	0.00269293593468836
-3539	GBM_5_AutoML_20190416_021340	front_door_structure_corridor	2.725493337309053e+18	0.007763905543978775	0.0018195766963906134
-3540	GBM_5_AutoML_20190416_021340	heat_type_central	4.9609755050849075e+17	0.0014131953544050837	0.0003312015221922945
-3541	GBM_5_AutoML_20190416_021340	front_door_structure_mixed	0.0	0.0	0.0
-3542	GBM_grid_1_AutoML_20190416_021340_model_15	supply_area	3.385106030852571e+20	1.0	0.23516244512971154
-3543	GBM_grid_1_AutoML_20190416_021340_model_15	exclusive_use_area	3.315208053573456e+20	0.9793513182033146	0.23030665062969763
-3544	GBM_grid_1_AutoML_20190416_021340_model_15	city	3.033644764088857e+20	0.8961742221483102	0.21074652134261393
-3545	GBM_grid_1_AutoML_20190416_021340_model_15	apartment_building_count_in_sites	9.231277965263136e+19	0.2727027715270163	0.06412945054594223
-3546	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_gas	7.214346149801073e+19	0.21312024155367656	0.050117877110397335
-3547	GBM_grid_1_AutoML_20190416_021340_model_15	total_parking_capacity_in_site	4.562937191289009e+19	0.13479451307289744	0.031698607284291434
-3548	GBM_grid_1_AutoML_20190416_021340_model_15	bathroom_count	4.194995300756095e+19	0.12392507834383981	0.029142524436228435
-3549	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_cogeneration	4.0744813496727765e+19	0.12036495496853254	0.028305317118327733
-3550	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_in_sites	3.9014278951631585e+19	0.11525275307788652	0.02710311922172668
-3551	GBM_grid_1_AutoML_20190416_021340_model_15	room_count	3.4210237771971297e+19	0.10106105232796836	0.023765764172826765
-3552	GBM_grid_1_AutoML_20190416_021340_model_15	floor	3.003428821163154e+19	0.08872480784321878	0.020864742756075135
-3553	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_individual	2.310147597236437e+19	0.06824446785953717	0.01604853592842477
-3554	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_of_area_type	1.9494017904049914e+19	0.05758761387790314	0.013542444088713412
-3555	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_district	1.3719628026063356e+19	0.040529389333804525	0.009530990295351522
-3556	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_stairway	7.113431213385187e+18	0.02101390960446105	0.004941682364319791
-3557	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_mixed	3.022983800389894e+18	0.008930248485092584	0.0021000590693702743
-3558	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_corridor	2.2649928537069322e+18	0.006691054380758857	0.0015734847086751208
-3559	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_central	1.3240063385225134e+18	0.003911269917264748	0.0009197837973062627
-3560	GBM_grid_1_AutoML_20190416_023844_model_29	exclusive_use_area	1.0788336843384632e+20	1.0	0.3230367508012214
-3561	GBM_grid_1_AutoML_20190416_023844_model_29	city	7.973502633785059e+19	0.7390854354602749	0.23875175763559303
-3562	GBM_grid_1_AutoML_20190416_023844_model_29	supply_area	3.770066602164853e+19	0.34945762788975615	0.1128876566562091
-3563	GBM_grid_1_AutoML_20190416_023844_model_29	total_parking_capacity_in_site	2.7935368892718776e+19	0.2589404585550055	0.08364728438258733
-3564	GBM_grid_1_AutoML_20190416_023844_model_29	heat_fuel_gas	1.9202774866038096e+19	0.17799569242976657	0.05749915013912535
-3565	GBM_grid_1_AutoML_20190416_023844_model_29	total_household_count_in_sites	1.6575867864444043e+19	0.15364618388429635	0.04963336401499008
-3566	GBM_grid_1_AutoML_20190416_023844_model_29	total_household_count_of_area_type	1.2878902952558854e+19	0.11937802035219311	0.03856348781165454
-3567	GBM_grid_1_AutoML_20190416_023844_model_29	apartment_building_count_in_sites	1.2674172787955335e+19	0.1174803213131697	0.03795046128008982
-3568	GBM_grid_1_AutoML_20190416_023844_model_29	floor	8.038339844914545e+18	0.07450953711964996	0.024069318774834716
-3569	GBM_grid_1_AutoML_20190416_023844_model_29	room_count	2.7403535118363525e+18	0.02540107480530446	0.00820548067196432
-3570	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_stairway	1.9300002480259072e+18	0.017889692137387943	0.005779028020895959
-3571	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_individual	1.678158758951256e+18	0.015555305542580429	0.005024935360195412
-3572	GBM_grid_1_AutoML_20190416_023844_model_29	heat_fuel_cogeneration	1.5941152512199885e+18	0.014776283632611027	0.0047732826535959345
-3573	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_corridor	1.3304298228909343e+18	0.012332112374733173	0.003983725512049338
-3574	GBM_grid_1_AutoML_20190416_023844_model_29	bathroom_count	1.0111854535350682e+18	0.009372950327882313	0.003027807419340345
-3575	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_district	6.358845454213448e+17	0.005894185124663278	0.0019040384112921172
-3576	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_central	4.2162250835820544e+17	0.003908132592437015	0.0012624704543612072
-3577	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_mixed	0.0	0.0	0.0
-3578	GBM_grid_1_AutoML_20190416_021340_model_4	city	3.7603826842895416e+21	1.0	0.2808971970926132
-3579	GBM_grid_1_AutoML_20190416_021340_model_4	supply_area	3.542755239496117e+21	0.9421262506864932	0.2646406231252086
-3580	GBM_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	2.4054986617681483e+21	0.6396951756580661	0.1796885818360176
-3581	GBM_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	5.749995101462022e+20	0.15290983881733258	0.042951945131671984
-3582	GBM_grid_1_AutoML_20190416_021340_model_4	bathroom_count	5.1755127664011536e+20	0.1376326081923488	0.03866061386977661
-3583	GBM_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	4.44863354576216e+20	0.11830268138261708	0.03323089160891761
-3584	GBM_grid_1_AutoML_20190416_021340_model_4	room_count	3.3335415743377834e+20	0.08864899809971329	0.024901255091277857
-3585	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	2.954714606650817e+20	0.07857483811409101	0.022071451788253996
-3586	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	2.9191560487648205e+20	0.07762922802938989	0.02180583256591894
-3587	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	2.5033131864999382e+20	0.06657070294889136	0.018699523866828546
-3588	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_district	2.4747631796121764e+20	0.06581147152792348	0.018486257888734023
-3589	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	2.40780767137085e+20	0.06403092114614826	0.017986106277211183
-3590	GBM_grid_1_AutoML_20190416_021340_model_4	floor	1.6218927687258656e+20	0.04313105619547585	0.012115392792953157
-3591	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	1.18584466506246e+20	0.03153521236061389	0.008858152761816772
-3592	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	1.0724540539913162e+20	0.028519811520032506	0.00801113511758675
-3593	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	7.583189200064112e+19	0.020166003932913075	0.0056645739813138965
-3594	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_central	1.345452257846703e+19	0.0035779663156833797	0.0010050407093672453
-3595	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	4.356471502556627e+18	0.001158518126561288	0.0003254244945320511
-3596	GBM_grid_1_AutoML_20190416_022142_model_13	supply_area	4.58095915443849e+20	1.0	0.2765751415246082
-3597	GBM_grid_1_AutoML_20190416_022142_model_13	city	3.1975011996563145e+20	0.6979981903043725	0.19304894826735225
-3598	GBM_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	1.7090960034950126e+20	0.3730869335167658	0.1031865714383816
-3599	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	1.3903331570101938e+20	0.3035026312476723	0.08394128319041595
-3600	GBM_grid_1_AutoML_20190416_022142_model_13	room_count	1.0100846527299086e+20	0.2204963237341328	0.06098380194242361
-3601	GBM_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	8.416957663499675e+19	0.18373788937507743	0.050817332757344846
-3602	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	8.14419697614612e+19	0.17778366280029392	0.049170541699754516
-3603	GBM_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	5.4057546354211684e+19	0.11800486433465651	0.032637212053949816
-3604	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	4.408146185112099e+19	0.09622758109163772	0.026614156858990413
-3605	GBM_grid_1_AutoML_20190416_022142_model_13	bathroom_count	4.255359808534951e+19	0.09289233248045736	0.025691710002333456
-3606	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_district	4.12719281671766e+19	0.09009451247166926	0.024917902537442506
-3607	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	3.470204492502899e+19	0.07575279271243052	0.02095133936532478
-3608	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	3.210607158357079e+19	0.07008591541896467	0.019384021975881873
-3609	GBM_grid_1_AutoML_20190416_022142_model_13	floor	3.0340515394106687e+19	0.06623179637982533	0.018318068457179225
-3610	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.4786541333099053e+19	0.03227826495412511	0.008927365697855955
-3611	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	6.553079955696124e+18	0.014305039042635529	0.003956418197731968
-3612	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.454550529454637e+18	0.0031752095585600745	0.0008781840330290414
-3613	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	0.0	0.0	0.0
-3614	GBM_grid_1_AutoML_20190416_015849_model_1	supply_area	5.330900745819295e+21	1.0	0.22625258845673918
-3615	GBM_grid_1_AutoML_20190416_015849_model_1	city	5.036137898408082e+21	0.9447067462956654	0.2137423466819383
-3616	GBM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	3.4335207120092225e+21	0.644078904433163	0.14572451929838387
-3617	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.4081338808279803e+21	0.2641455821386836	0.05976362168828939
-3618	GBM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	1.2781668917189972e+21	0.23976565174682474	0.05424759933073618
-3619	GBM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.1527579676453781e+21	0.21624074853567982	0.048925029086020394
-3620	GBM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	1.1291198398387055e+21	0.21180657710129128	0.047921786321329055
-3621	GBM_grid_1_AutoML_20190416_015849_model_1	room_count	9.056522818597442e+20	0.16988729016761248	0.03843743914632346
-3622	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	6.829400619807859e+20	0.12810969375416992	0.0289851498182811
-3623	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	6.53833930907788e+20	0.12264980386673878	0.02774983559856103
-3624	GBM_grid_1_AutoML_20190416_015849_model_1	floor	6.356077224783312e+20	0.11923083035766521	0.02697628399226811
-3625	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	5.228164420013486e+20	0.09807281488243093	0.02218922822438861
-3626	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	4.6438343310486746e+20	0.08711162620483143	0.019709230913519022
-3627	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	4.045058946279072e+20	0.07587946463740428	0.017167925284924324
-3628	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	2.2603390607912075e+20	0.042400696778379446	0.009593267398477672
-3629	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	2.078297582509637e+20	0.038985861519547534	0.008820652082013613
-3630	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	6.840909779761837e+19	0.012832558897531062	0.0029033996670899623
-3631	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	2.0972218928618013e+19	0.003934085425444333	0.0008900970107167124
-3632	GBM_5_AutoML_20190416_020809	supply_area	5.210785099420208e+20	1.0	0.3477745722857248
-3633	GBM_5_AutoML_20190416_020809	city	3.368282623338296e+20	0.646405975121307	0.2248035615207494
-3634	GBM_5_AutoML_20190416_020809	exclusive_use_area	2.3911980089170146e+20	0.4588939983694737	0.1595916640074298
-3635	GBM_5_AutoML_20190416_020809	heat_fuel_gas	7.820231592482387e+19	0.15007779908928745	0.05219324238785988
-3636	GBM_5_AutoML_20190416_020809	total_parking_capacity_in_site	7.530459261223882e+19	0.14451678811436264	0.050259264174579175
-3637	GBM_5_AutoML_20190416_020809	apartment_building_count_in_sites	4.8376857956655825e+19	0.09283986392384251	0.032287343967179215
-3638	GBM_5_AutoML_20190416_020809	total_household_count_in_sites	4.719060365754132e+19	0.09056332732430687	0.03149562242498291
-3639	GBM_5_AutoML_20190416_020809	heat_type_individual	3.273506700144935e+19	0.06282175598662033	0.021847809318485057
-3640	GBM_5_AutoML_20190416_020809	floor	2.5164362096211657e+19	0.04829284189634234	0.016795022434962587
-3641	GBM_5_AutoML_20190416_020809	front_door_structure_stairway	2.1651695124351025e+19	0.041551694631889846	0.014450622828352537
-3642	GBM_5_AutoML_20190416_020809	heat_fuel_cogeneration	2.122593343575058e+19	0.04073461682024143	0.014166463941882352
-3643	GBM_5_AutoML_20190416_020809	heat_type_district	1.977114321276109e+19	0.03794273384055116	0.013195518032748776
-3644	GBM_5_AutoML_20190416_020809	total_household_count_of_area_type	1.6802796069300732e+19	0.03224618891147582	0.011214404556533183
-3645	GBM_5_AutoML_20190416_020809	bathroom_count	1.0432203707734032e+19	0.02002040673082987	0.006962588387800604
-3646	GBM_5_AutoML_20190416_020809	front_door_structure_corridor	3.3114395764253e+18	0.006354972452795561	0.0022100978266585396
-3647	GBM_5_AutoML_20190416_020809	room_count	6.030973148394947e+17	0.0011574020101243476	0.00040251498903363307
-3648	GBM_5_AutoML_20190416_020809	heat_type_central	5.239438163532841e+17	0.0010054987998096144	0.00034968691503759825
-3649	GBM_5_AutoML_20190416_020809	front_door_structure_mixed	0.0	0.0	0.0
-3650	GBM_5_AutoML_20190416_015849	supply_area	3.5811737590673546e+20	1.0	0.2425989195567782
-3651	GBM_5_AutoML_20190416_015849	city	3.464669155144489e+20	0.9674674808425919	0.23470656555873082
-3652	GBM_5_AutoML_20190416_015849	exclusive_use_area	3.261974098603053e+20	0.9108673072184493	0.22097542459078776
-3653	GBM_5_AutoML_20190416_015849	total_parking_capacity_in_site	7.203043610072187e+19	0.2011363897614417	0.04879547083967678
-3654	GBM_5_AutoML_20190416_015849	apartment_building_count_in_sites	6.176827626426991e+19	0.1724805340926999	0.04184359121546504
-3655	GBM_5_AutoML_20190416_015849	total_household_count_in_sites	5.3229372205938246e+19	0.14863666436503986	0.03605909418148214
-3656	GBM_5_AutoML_20190416_015849	heat_fuel_cogeneration	5.229796271190966e+19	0.14603581459708234	0.035428130837846156
-3657	GBM_5_AutoML_20190416_015849	heat_type_individual	3.7780275061546025e+19	0.1054969057725508	0.025593435357004063
-3658	GBM_5_AutoML_20190416_015849	heat_fuel_gas	3.3768698091512267e+19	0.09429505621170041	0.022875878756504188
-3659	GBM_5_AutoML_20190416_015849	room_count	3.266148768331858e+19	0.09120330338795014	0.022125822861925753
-3660	GBM_5_AutoML_20190416_015849	floor	2.749247241491107e+19	0.07676944561905574	0.01862418456215576
-3661	GBM_5_AutoML_20190416_015849	total_household_count_of_area_type	2.0945566766760722e+19	0.05848799353487829	0.014189124038605302
-3662	GBM_5_AutoML_20190416_015849	heat_type_district	1.8176799675439383e+19	0.05075654212370072	0.012313482279647894
-3663	GBM_5_AutoML_20190416_015849	front_door_structure_stairway	1.2777031001222152e+19	0.035678333029419036	0.00865552504452397
-3664	GBM_5_AutoML_20190416_015849	bathroom_count	1.2704203749044781e+19	0.03547497162593233	0.008606189787758546
-3665	GBM_5_AutoML_20190416_015849	front_door_structure_corridor	8.993240954626376e+18	0.025112551246238568	0.006092277799651701
-3666	GBM_5_AutoML_20190416_015849	heat_type_central	7.630070561678295e+17	0.0021306060735978905	0.0005168827314559577
-3667	GBM_5_AutoML_20190416_015849	front_door_structure_mixed	0.0	0.0	0.0
-3668	GBM_5_AutoML_20190416_023844	supply_area	4.572923043853401e+20	1.0	0.3075112818865719
-3669	GBM_5_AutoML_20190416_023844	city	3.2206004436200745e+20	0.70427610802438	0.21657284878066288
-3670	GBM_5_AutoML_20190416_023844	exclusive_use_area	2.5660106820310742e+20	0.5611313939516485	0.17255423426087038
-3671	GBM_5_AutoML_20190416_023844	heat_fuel_cogeneration	8.55930571648737e+19	0.18717362252557873	0.05755800059819404
-3672	GBM_5_AutoML_20190416_023844	apartment_building_count_in_sites	6.942850780428763e+19	0.15182522674989798	0.046687970100580574
-3673	GBM_5_AutoML_20190416_023844	total_parking_capacity_in_site	6.630105693024158e+19	0.14498616376096415	0.04458488107395051
-3674	GBM_5_AutoML_20190416_023844	total_household_count_in_sites	3.9718327033222136e+19	0.08685544596384297	0.026709029527171226
-3675	GBM_5_AutoML_20190416_023844	heat_fuel_gas	3.1819859910767673e+19	0.06958319570572628	0.021397617709232094
-3676	GBM_5_AutoML_20190416_023844	room_count	3.113512365140738e+19	0.06808582465269562	0.02093715921725479
-3677	GBM_5_AutoML_20190416_023844	floor	2.88562186770742e+19	0.06310234919842066	0.019404684292060426
-3678	GBM_5_AutoML_20190416_023844	heat_type_district	2.4510667249126736e+19	0.05359956206145266	0.016482470038076173
-3679	GBM_5_AutoML_20190416_023844	heat_type_individual	2.251724167285257e+19	0.049240368702724295	0.015141968900342181
-3680	GBM_5_AutoML_20190416_023844	total_household_count_of_area_type	1.9878385178887848e+19	0.04346975662668753	0.013367440583569985
-3681	GBM_5_AutoML_20190416_023844	bathroom_count	1.375357984561745e+19	0.030076123551005387	0.00924874730734858
-3682	GBM_5_AutoML_20190416_023844	front_door_structure_stairway	1.0585165566366974e+19	0.023147482397707968	0.007118111984566035
-3683	GBM_5_AutoML_20190416_023844	front_door_structure_corridor	6.735647814174376e+18	0.0147294143146099	0.004529461077324112
-3684	GBM_5_AutoML_20190416_023844	heat_type_central	2.8863032350631526e+17	0.0006311724923826822	0.00019409266222414112
-3685	GBM_5_AutoML_20190416_023844	front_door_structure_mixed	0.0	0.0	0.0
-3686	GBM_grid_1_AutoML_20190416_023844_model_9	supply_area	3.17221770987328e+20	1.0	0.2424973144120497
-3687	GBM_grid_1_AutoML_20190416_023844_model_9	city	3.061765169793414e+20	0.9651812863486352	0.23405386986031157
-3688	GBM_grid_1_AutoML_20190416_023844_model_9	exclusive_use_area	2.3692515809047452e+20	0.746875466185891	0.1811152947503262
-3689	GBM_grid_1_AutoML_20190416_023844_model_9	heat_fuel_gas	7.614814672916159e+19	0.24004703867630658	0.05821076221156977
-3690	GBM_grid_1_AutoML_20190416_023844_model_9	room_count	6.63152054458678e+19	0.20904998178235656	0.05069405916010938
-3691	GBM_grid_1_AutoML_20190416_023844_model_9	apartment_building_count_in_sites	6.335031076891866e+19	0.19970354043401803	0.04842757223382755
-3692	GBM_grid_1_AutoML_20190416_023844_model_9	total_parking_capacity_in_site	5.8345245878352085e+19	0.183925730244671	0.04460149563560782
-3693	GBM_grid_1_AutoML_20190416_023844_model_9	total_household_count_in_sites	5.8260711026362155e+19	0.18365924521835383	0.044536873732394885
-3694	GBM_grid_1_AutoML_20190416_023844_model_9	floor	2.752389645723291e+19	0.08676547127130313	0.02104039376698686
-3695	GBM_grid_1_AutoML_20190416_023844_model_9	heat_type_individual	1.869990882502823e+19	0.058949008344623466	0.014294976210824697
-3696	GBM_grid_1_AutoML_20190416_023844_model_9	bathroom_count	1.848084652635665e+19	0.058258443198385974	0.014127516017435542
-3697	GBM_grid_1_AutoML_20190416_023844_model_9	heat_fuel_cogeneration	1.8088599051682447e+19	0.05702193451408803	0.013827665982246114
-3698	GBM_grid_1_AutoML_20190416_023844_model_9	total_household_count_of_area_type	1.7223114075832058e+19	0.05429360671629334	0.01316605381844516
-3699	GBM_grid_1_AutoML_20190416_023844_model_9	front_door_structure_stairway	1.1503910885466833e+19	0.03626456926226031	0.00879406065440789
-3700	GBM_grid_1_AutoML_20190416_023844_model_9	heat_type_district	1.123518474608024e+19	0.03541744537618463	0.00858863538706024
-3701	GBM_grid_1_AutoML_20190416_023844_model_9	front_door_structure_corridor	1.964601878952018e+18	0.006193149583767054	0.001501822141815614
-3702	GBM_grid_1_AutoML_20190416_023844_model_9	heat_type_central	6.82373202713772e+17	0.0021510919650626083	0.0005216340245810211
-3703	GBM_grid_1_AutoML_20190416_023844_model_9	front_door_structure_mixed	0.0	0.0	0.0
-3704	GBM_grid_1_AutoML_20190416_023844_model_38	exclusive_use_area	6.824619767328429e+20	1.0	0.2428949248649172
-3705	GBM_grid_1_AutoML_20190416_023844_model_38	city	6.283524938473815e+20	0.9207142892494902	0.22363682810931057
-3706	GBM_grid_1_AutoML_20190416_023844_model_38	supply_area	6.110518455100936e+20	0.8953639416446149	0.21747935733252483
-3707	GBM_grid_1_AutoML_20190416_023844_model_38	apartment_building_count_in_sites	1.472650074144574e+20	0.21578492639173932	0.052413063482903206
-3708	GBM_grid_1_AutoML_20190416_023844_model_38	total_parking_capacity_in_site	1.4346481375388683e+20	0.21021656684918535	0.05106053721019372
-3709	GBM_grid_1_AutoML_20190416_023844_model_38	heat_fuel_cogeneration	1.0226391403786456e+20	0.14984558484479038	0.036396732072214937
-3710	GBM_grid_1_AutoML_20190416_023844_model_38	heat_fuel_gas	9.183483514217667e+19	0.13456403180411386	0.03268492039458056
-3711	GBM_grid_1_AutoML_20190416_023844_model_38	total_household_count_in_sites	8.029276020810973e+19	0.11765162447950006	0.02857698248818362
-3712	GBM_grid_1_AutoML_20190416_023844_model_38	room_count	7.09683650428949e+19	0.10398874583847509	0.02525833860723338
-3713	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_individual	5.432535660041234e+19	0.0796020268564773	0.019334928332399175
-3714	GBM_grid_1_AutoML_20190416_023844_model_38	floor	5.154295006734844e+19	0.07552501358991534	0.018344642501344335
-3715	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_district	4.156388368872322e+19	0.060902856284686245	0.014792994701327717
-3716	GBM_grid_1_AutoML_20190416_023844_model_38	total_household_count_of_area_type	3.502174992103742e+19	0.05131677824557699	0.01246458499626904
-3717	GBM_grid_1_AutoML_20190416_023844_model_38	bathroom_count	3.499764862615657e+19	0.051281463025531715	0.012456007108549556
-3718	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_corridor	2.0123481713881907e+19	0.029486597641995023	0.007162144918774426
-3719	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_stairway	1.2969290504943436e+19	0.01900368217879544	0.004615897954975285
-3720	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_central	1.2000649897930916e+18	0.001758434946864256	0.0004271149242984381
-3721	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_mixed	0.0	0.0	0.0
-3722	GBM_grid_1_AutoML_20190416_023844_model_11	supply_area	4.090721224375958e+20	1.0	0.25132919858321306
-3723	GBM_grid_1_AutoML_20190416_023844_model_11	city	3.9035892711405755e+20	0.9542545328876744	0.23983202699505754
-3724	GBM_grid_1_AutoML_20190416_023844_model_11	exclusive_use_area	2.186507646634421e+20	0.5345041929538902	0.1343365104544683
-3725	GBM_grid_1_AutoML_20190416_023844_model_11	total_parking_capacity_in_site	8.977601281330564e+19	0.21946255412943966	0.055157347848377086
-3726	GBM_grid_1_AutoML_20190416_023844_model_11	apartment_building_count_in_sites	8.35713983290215e+19	0.20429502218589915	0.05134530420052177
-3727	GBM_grid_1_AutoML_20190416_023844_model_11	room_count	6.6523703636819706e+19	0.1626209658101743	0.040871397009899196
-3728	GBM_grid_1_AutoML_20190416_023844_model_11	heat_fuel_cogeneration	6.125341894944752e+19	0.14973745603696512	0.037633394823659544
-3729	GBM_grid_1_AutoML_20190416_023844_model_11	bathroom_count	5.865472761524545e+19	0.1433848077100225	0.036036788810768064
-3730	GBM_grid_1_AutoML_20190416_023844_model_11	total_household_count_in_sites	4.697870137858982e+19	0.11484209947784071	0.02886317282537934
-3731	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_district	4.489588330795421e+19	0.1097505325966159	0.027583513401588274
-3732	GBM_grid_1_AutoML_20190416_023844_model_11	floor	3.930770781875942e+19	0.09608992073214628	0.024150202769534796
-3733	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_corridor	3.8356964512268026e+19	0.09376577480690927	0.023566077036754535
-3734	GBM_grid_1_AutoML_20190416_023844_model_11	heat_fuel_gas	2.886738531716589e+19	0.07056796035170944	0.01773578892084709
-3735	GBM_grid_1_AutoML_20190416_023844_model_11	total_household_count_of_area_type	2.453269926312411e+19	0.05997157449140668	0.015072607754698705
-3736	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_individual	1.97975270937812e+19	0.04839617761242414	0.012163372533821397
-3737	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_stairway	4.3995905003073044e+18	0.010755048459647759	0.0027030577100868912
-3738	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_central	2.6371560992323666e+18	0.006446677626228774	0.001620238321324408
-3739	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_mixed	0.0	0.0	0.0
-3740	DeepLearning_grid_1_AutoML_20190416_023844_model_3	city	1.0	1.0	0.10943873663727716
-3741	DeepLearning_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	0.5884228944778442	0.5884228944778442	0.06439625818010512
-3742	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	0.5470691919326782	0.5470691919326782	0.0598705612182884
-3743	DeepLearning_grid_1_AutoML_20190416_023844_model_3	supply_area	0.5331135392189026	0.5331135392189026	0.05834327221634421
-3744	DeepLearning_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	0.4988623857498169	0.4988623857498169	0.054594869252317976
-3745	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	0.49872782826423645	0.49872782826423645	0.05458014345109096
-3746	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	0.49595704674720764	0.49595704674720764	0.05427691262236941
-3747	DeepLearning_grid_1_AutoML_20190416_023844_model_3	floor	0.47773030400276184	0.47773030400276184	0.052282200923404604
-3748	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	0.47536876797676086	0.47536876797676086	0.05202375740419564
-3749	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	0.47154438495635986	0.47154438495635986	0.0516052217580259
-3750	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	0.47082388401031494	0.47082388401031494	0.051526371044744786
-3751	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_district	0.46484076976776123	0.46484076976776123	0.050871586580883206
-3752	DeepLearning_grid_1_AutoML_20190416_023844_model_3	bathroom_count	0.4558321237564087	0.4558321237564087	0.049885691742588334
-3753	DeepLearning_grid_1_AutoML_20190416_023844_model_3	room_count	0.44632330536842346	0.44632330536842346	0.04884505867129392
-3754	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	0.43936020135879517	0.43936020135879517	0.04808302536540624
-3755	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_central	0.43482139706611633	0.43482139706611633	0.04758630435777162
-3756	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	0.4233592748641968	0.4233592748641968	0.04633190418481146
-3757	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	0.41537508368492126	0.41537508368492126	0.045458124389081055
-3758	DeepLearning_1_AutoML_20190416_021340	city	1.0	1.0	0.07917597694267801
-3759	DeepLearning_1_AutoML_20190416_021340	heat_type_central	0.9536337852478027	0.9536337852478027	0.07550488659253878
-3760	DeepLearning_1_AutoML_20190416_021340	front_door_structure_stairway	0.9485752582550049	0.9485752582550049	0.0751043727759931
-3761	DeepLearning_1_AutoML_20190416_021340	front_door_structure_corridor	0.8994131684303284	0.8994131684303284	0.07121191628558066
-3762	DeepLearning_1_AutoML_20190416_021340	total_household_count_of_area_type	0.8682571649551392	0.8682571649551392	0.06874510927280307
-3763	DeepLearning_1_AutoML_20190416_021340	supply_area	0.8248660564422607	0.8248660564422607	0.06530957586567017
-3764	DeepLearning_1_AutoML_20190416_021340	floor	0.816993236541748	0.816993236541748	0.06468623765875332
-3765	DeepLearning_1_AutoML_20190416_021340	front_door_structure_mixed	0.753852903842926	0.753852903842926	0.05968704013283837
-3766	DeepLearning_1_AutoML_20190416_021340	exclusive_use_area	0.7090346217155457	0.7090346217155457	0.056138508860510465
-3767	DeepLearning_1_AutoML_20190416_021340	room_count	0.6656375527381897	0.6656375527381897	0.052702503527779526
-3768	DeepLearning_1_AutoML_20190416_021340	apartment_building_count_in_sites	0.6462345719337463	0.6462345719337463	0.051166253566987695
-3769	DeepLearning_1_AutoML_20190416_021340	total_parking_capacity_in_site	0.590965211391449	0.590965211391449	0.0467902479510542
-3770	DeepLearning_1_AutoML_20190416_021340	heat_type_individual	0.5707792043685913	0.5707792043685913	0.045192001124447684
-3771	DeepLearning_1_AutoML_20190416_021340	heat_fuel_gas	0.5197930335998535	0.5197930335998535	0.04115512124326666
-3772	DeepLearning_1_AutoML_20190416_021340	total_household_count_in_sites	0.49679240584373474	0.49679240584373474	0.03933402407038108
-3773	DeepLearning_1_AutoML_20190416_021340	bathroom_count	0.49193498492240906	0.49193498492240906	0.038949433023513315
-3774	DeepLearning_1_AutoML_20190416_021340	heat_fuel_cogeneration	0.4918498992919922	0.4918498992919922	0.03894269628560127
-3775	DeepLearning_1_AutoML_20190416_021340	heat_type_district	0.38148054480552673	0.38148054480552673	0.03020409481960263
-3776	GBM_grid_1_AutoML_20190416_022142_model_9	city	9.911826404735556e+19	1.0	0.23742786730368545
-3777	GBM_grid_1_AutoML_20190416_022142_model_9	supply_area	7.340296526176767e+19	0.7405594313748076	0.1758294464029506
-3778	GBM_grid_1_AutoML_20190416_022142_model_9	room_count	5.195400468841575e+19	0.5241617696572428	0.12445061109184478
-3779	GBM_grid_1_AutoML_20190416_022142_model_9	bathroom_count	4.594704721043364e+19	0.463557828136312	0.11006154650633292
-3780	GBM_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.3288296192063046e+19	0.23495464146685052	0.05578477943657638
-3781	GBM_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.308472161418032e+19	0.23290078610689924	0.05529713693871291
-3782	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_district	1.67945651252552e+19	0.16943966166751356	0.040229697506375776
-3783	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.6312942748405596e+19	0.1645805937502274	0.039076019373690755
-3784	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.5809333437535355e+19	0.1594997005797252	0.03786967374422056
-3785	GBM_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	1.4974417083960394e+19	0.15107626458032086	0.0358697152995129
-3786	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	1.310534297425281e+19	0.13221925444529067	0.03139253559942869
-3787	GBM_grid_1_AutoML_20190416_022142_model_9	floor	1.0087998294123872e+19	0.10177739078747532	0.02416478883440403
-3788	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	4.412864629311537e+18	0.04452120577094864	0.010570574935984869
-3789	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	3.307285621495562e+18	0.033367065628948527	0.007922271230463355
-3790	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	2.4951525232376545e+18	0.025173488934850087	0.005976887790394381
-3791	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	2.1149662788032922e+18	0.021337805894106745	0.005066189746377774
-3792	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_central	7.022231671663493e+17	0.007084700018866849	0.0016821052159659363
-3793	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	5.544598682290094e+17	0.005593922306428875	0.0013281530430779209
-3794	DeepLearning_grid_1_AutoML_20190416_015849_model_3	city	1.0	1.0	0.10588649944601221
-3795	DeepLearning_grid_1_AutoML_20190416_015849_model_3	supply_area	0.6622630953788757	0.6622630953788757	0.07012472088194965
-3796	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	0.6041501760482788	0.6041501760482788	0.06397134728144425
-3797	DeepLearning_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	0.6031635403633118	0.6031635403633118	0.06386687588253458
-3798	DeepLearning_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	0.5966374278068542	0.5966374278068542	0.06317584866894062
-3799	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	0.571448028087616	0.571448028087616	0.06050863130952412
-3800	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	0.5541250109672546	0.5541250109672546	0.05867435766680572
-3801	DeepLearning_grid_1_AutoML_20190416_015849_model_3	room_count	0.5160220861434937	0.5160220861434937	0.054639772338563104
-3802	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	0.49915698170661926	0.49915698170661926	0.05285398546695107
-3803	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_district	0.4731612205505371	0.4731612205505371	0.05010138531769891
-3804	DeepLearning_grid_1_AutoML_20190416_015849_model_3	bathroom_count	0.46317997574806213	0.46317997574806213	0.04904450624545113
-3805	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	0.462480366230011	0.462480366230011	0.04897042704260558
-3806	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	0.4621308445930481	0.4621308445930481	0.04893341741998694
-3807	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	0.4467972218990326	0.4467972218990326	0.04730979378909171
-3808	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_central	0.41894832253456116	0.41894832253456116	0.04436097132196355
-3809	DeepLearning_grid_1_AutoML_20190416_015849_model_3	floor	0.3929085433483124	0.3929085433483124	0.041603710257584546
-3810	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	0.3895597457885742	0.3895597457885742	0.04124911780663052
-3811	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	0.32794201374053955	0.32794201374053955	0.03472463185626177
-3812	GBM_grid_1_AutoML_20190416_022142_model_33	exclusive_use_area	2.836111079010992e+20	1.0	0.18629248248108676
-3813	GBM_grid_1_AutoML_20190416_022142_model_33	city	2.7316242251406482e+20	0.9631584056620305	0.17942917041330525
-3814	GBM_grid_1_AutoML_20190416_022142_model_33	supply_area	2.094410089785857e+20	0.7384795698891382	0.13757319233621276
-3815	GBM_grid_1_AutoML_20190416_022142_model_33	apartment_building_count_in_sites	1.2795030886178148e+20	0.451147029496462	0.08404530008886398
-3816	GBM_grid_1_AutoML_20190416_022142_model_33	total_parking_capacity_in_site	1.106753539122114e+20	0.3902363159584218	0.07269809205416812
-3817	GBM_grid_1_AutoML_20190416_022142_model_33	room_count	8.140466553095402e+19	0.2870291863157258	0.053471379663282935
-3818	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_cogeneration	7.388967068087248e+19	0.26053165275402146	0.04853508835644711
-3819	GBM_grid_1_AutoML_20190416_022142_model_33	bathroom_count	7.122421260258535e+19	0.2511333675528063	0.04678425847524748
-3820	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_in_sites	6.548460797396674e+19	0.23089577999463448	0.0430141480496073
-3821	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_of_area_type	3.971571899164105e+19	0.140035837402711	0.02608762378606885
-3822	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_individual	3.873859620217605e+19	0.13659054643122429	0.025445791978120916
-3823	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_gas	3.828268150669548e+19	0.13498301173748598	0.025146320349349934
-3824	GBM_grid_1_AutoML_20190416_022142_model_33	floor	3.4830527256781128e+19	0.12281087124742385	0.022878742080347708
-3825	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_district	2.9552315090572673e+19	0.10420013274260805	0.019411701403479226
-3826	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_corridor	1.9350448073741435e+19	0.06822880886770245	0.012710514180691876
-3827	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_stairway	1.741563636283238e+19	0.061406749868575514	0.01143961587411208
-3828	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_mixed	4.2164767343058616e+18	0.014867107164844299	0.002769630301051196
-3829	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_central	3.451194926019117e+18	0.01216875795719051	0.002266948128556498
-3830	GBM_grid_1_AutoML_20190416_021340_model_16	exclusive_use_area	1.4002208451764578e+20	1.0	0.3222670832494813
-3831	GBM_grid_1_AutoML_20190416_021340_model_16	city	7.2501937473037795e+19	0.5177893024717897	0.1668664482453671
-3832	GBM_grid_1_AutoML_20190416_021340_model_16	apartment_building_count_in_sites	5.840061288588037e+19	0.41708144173871836	0.1344116197066252
-3833	GBM_grid_1_AutoML_20190416_021340_model_16	supply_area	2.8369508859922874e+19	0.20260738838199277	0.06529369209865965
-3834	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_of_area_type	2.765691537396125e+19	0.1975182377068232	0.06365362635435563
-3835	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_in_sites	2.3945300569147572e+19	0.17101088483031368	0.05511117905817816
-3836	GBM_grid_1_AutoML_20190416_021340_model_16	bathroom_count	2.3058289354648584e+19	0.16467608973313597	0.05306968311922758
-3837	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_gas	1.7899563316053803e+19	0.12783385833538333	0.041196644666271376
-3838	GBM_grid_1_AutoML_20190416_021340_model_16	total_parking_capacity_in_site	1.6668209248991183e+19	0.11903985936511774	0.03836262826802494
-3839	GBM_grid_1_AutoML_20190416_021340_model_16	floor	1.2103352530302403e+19	0.08643888263766793	0.02785640658698547
-3840	GBM_grid_1_AutoML_20190416_021340_model_16	room_count	5.340218024945254e+18	0.03813839826297025	0.012290750368014504
-3841	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_individual	3.374144724557365e+18	0.0240972324914371	0.007765744829400064
-3842	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_district	1.4072911832306156e+18	0.010050494449347145	0.0032389435314062057
-3843	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_cogeneration	1.23718175356774e+18	0.008835618737070212	0.0028474290791000827
-3844	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_central	9.237517391385068e+17	0.006597186024766645	0.0021260558978557866
-3845	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_corridor	6.286921588277248e+17	0.004489950003197503	0.0014469630914664587
-3846	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_stairway	5.7345441263517696e+17	0.00409545690317808	0.001319830950761153
-3847	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_mixed	3.802971576698143e+17	0.0027159798326091104	0.0008752708988193523
-3848	GBM_grid_1_AutoML_20190416_022142_model_1	supply_area	4.740829552492004e+20	1.0	0.2835997702157541
-3849	GBM_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	3.5226639075022314e+20	0.7430479979290866	0.21072824147196512
-3850	GBM_grid_1_AutoML_20190416_022142_model_1	city	3.406374280092828e+20	0.7185186141742381	0.203771713875556
-3851	GBM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	8.511279048586114e+19	0.179531429138012	0.050915072050046147
-3852	GBM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	6.146869013202652e+19	0.1296580892677647	0.0367710043229518
-3853	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	6.062647302124313e+19	0.12788157083052057	0.03626718410236531
-3854	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	5.571186715131694e+19	0.11751501827782894	0.03332723218049243
-3855	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	5.246874765402885e+19	0.1106741912424352	0.031387175205169045
-3856	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	5.093699601514155e+19	0.10744321315742444	0.03047087056268786
-3857	GBM_grid_1_AutoML_20190416_022142_model_1	floor	3.436244316660433e+19	0.07248192069791205	0.020555856054724368
-3858	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	2.6060558630849085e+19	0.054970461060238764	0.015589610125337772
-3859	GBM_grid_1_AutoML_20190416_022142_model_1	room_count	2.558089008616204e+19	0.053958679178236886	0.015302669016093576
-3860	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_district	2.118918995617356e+19	0.04469511025773015	0.012675522998860066
-3861	GBM_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.5464996082529862e+19	0.03262086500114886	0.009251269818564951
-3862	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	9.91659102842336e+18	0.02091741733935727	0.005932174750948752
-3863	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	5.031426781354131e+18	0.01061296704647265	0.003009835015687014
-3864	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	7.43552297425961e+17	0.001568401245379334	0.0004447982327956817
-3865	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0	0.0	0.0
-3866	DeepLearning_grid_1_AutoML_20190416_021340_model_2	city	1.0	1.0	0.09779695506860485
-3867	DeepLearning_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	0.6388648748397827	0.6388648748397827	0.06247903945961609
-3868	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	0.6313660144805908	0.6313660144805908	0.06174567375000246
-3869	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	0.6248090863227844	0.6248090863227844	0.061104426141565395
-3870	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	0.6158559322357178	0.6158559322357178	0.06022883493359024
-3871	DeepLearning_grid_1_AutoML_20190416_021340_model_2	supply_area	0.5926145315170288	0.5926145315170288	0.057955896711773175
-3872	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	0.5540794730186462	0.5540794730186462	0.0541872853272408
-3873	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_district	0.5533953309059143	0.5533953309059143	0.05412037831178141
-3874	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	0.5470019578933716	0.5470019578933716	0.05349512589853694
-3875	DeepLearning_grid_1_AutoML_20190416_021340_model_2	room_count	0.5402866005897522	0.5402866005897522	0.052838384402045246
-3876	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_central	0.5360711216926575	0.5360711216926575	0.05242612340175342
-3877	DeepLearning_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	0.5242023468017578	0.5242023468017578	0.051265393357028725
-3878	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	0.5206319689750671	0.5206319689750671	0.05091622127713391
-3879	DeepLearning_grid_1_AutoML_20190416_021340_model_2	floor	0.4796963334083557	0.4796963334083557	0.04691284076491145
-3880	DeepLearning_grid_1_AutoML_20190416_021340_model_2	bathroom_count	0.4788256883621216	0.4788256883621216	0.04682769433044419
-3881	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	0.4677640497684479	0.4677640497684479	0.04574589975791354
-3882	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	0.46310484409332275	0.46310484409332275	0.04529024362984794
-3883	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	0.4566970765590668	0.4566970765590668	0.04466358347621024
-3884	GBM_grid_1_AutoML_20190416_022142_model_29	supply_area	1.3104308553713399e+20	1.0	0.35416761280155173
-3885	GBM_grid_1_AutoML_20190416_022142_model_29	exclusive_use_area	4.9797378601230795e+19	0.38000767760554294	0.13458641202381683
-3886	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_in_sites	4.649200915362454e+19	0.35478414571099204	0.12565305394629994
-3887	GBM_grid_1_AutoML_20190416_022142_model_29	city	3.4976826074949747e+19	0.26691088607676505	0.0945311913525548
-3888	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_gas	3.4539053321327477e+19	0.26357020807129933	0.09334803139822036
-3889	GBM_grid_1_AutoML_20190416_022142_model_29	apartment_building_count_in_sites	1.8687572304564584e+19	0.14260632087504566	0.05050654023472702
-3890	GBM_grid_1_AutoML_20190416_022142_model_29	total_parking_capacity_in_site	1.649005428043101e+19	0.1258368895454479	0.044567350772683825
-3891	GBM_grid_1_AutoML_20190416_022142_model_29	floor	1.1355618652717056e+19	0.08665561106235695	0.0306906109058147
-3892	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_of_area_type	7.248772298671391e+18	0.05531594642295941	0.01959111669447807
-3893	GBM_grid_1_AutoML_20190416_022142_model_29	room_count	3.664808869697159e+18	0.02796644214134178	0.009904808051751734
-3894	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_stairway	3.4811654139690353e+18	0.02656504461643319	0.009408478435768856
-3895	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_individual	3.083256828801319e+18	0.023528573187691075	0.008333058598511144
-3896	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_central	2.484291272500576e+18	0.01895782034067411	0.006714245973977251
-3897	GBM_grid_1_AutoML_20190416_022142_model_29	bathroom_count	1.9547585011043533e+18	0.01491691448726174	0.005283087994318374
-3898	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_cogeneration	1.543549810970198e+18	0.011778948920832597	0.004171722220602695
-3899	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_mixed	1.4927850842378732e+18	0.011391559334237892	0.004034521375494269
-3900	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_corridor	8.435676546596864e+17	0.0064373305253152225	0.0022798939849654515
-3901	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_district	8.244641211634156e+17	0.0062915499721638134	0.0022282632344629272
-3902	GBM_grid_1_AutoML_20190416_015849_model_5	supply_area	4.3020933803931976e+21	1.0	0.3216625664438349
-3903	GBM_grid_1_AutoML_20190416_015849_model_5	city	3.263800026776975e+21	0.7586539245409578	0.24403056841053195
-3904	GBM_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	2.6559255411727354e+21	0.6173565532717452	0.19858049333630964
-3905	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	8.746523167746928e+20	0.20330853829461795	0.0653967462077915
-3906	GBM_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	7.308864391449349e+20	0.16989088207056402	0.05464753714222452
-3907	GBM_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.293945433832733e+20	0.076566107301271	0.024628450577140876
-3908	GBM_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	2.5499873671380992e+20	0.059273175676745504	0.01906596180945825
-3909	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	2.490584712131222e+20	0.05789239079472493	0.018621815000600662
-3910	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	2.1792496384380764e+20	0.05065556336759245	0.016293998517478096
-3911	GBM_grid_1_AutoML_20190416_015849_model_5	floor	1.8856012208284054e+20	0.04382985337840499	0.014098423124554737
-3912	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_district	1.7203664374843677e+20	0.039989053824934215	0.012862981682988993
-3913	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	5.385988055181663e+19	0.012519458735434051	0.004027041227327405
-3914	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	2.9869680325837193e+19	0.006943057178156184	0.0022333215908920084
-3915	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	2.0449931114215113e+19	0.004753483782433857	0.001529017793006822
-3916	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_central	1.922962274096513e+19	0.0044698292297894295	0.0014377767416197378
-3917	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.928612104849064e+18	0.0016105210864148678	0.0005180443459681196
-3918	GBM_grid_1_AutoML_20190416_015849_model_5	room_count	4.885136759278535e+18	0.0011355255052209138	0.0003652560482717914
-3919	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.0	0.0	0.0
-3920	DeepLearning_1_AutoML_20190416_020809	city	1.0	1.0	0.07558075189856184
-3921	DeepLearning_1_AutoML_20190416_020809	front_door_structure_mixed	0.917976975440979	0.917976975440979	0.06938139002939683
-3922	DeepLearning_1_AutoML_20190416_020809	supply_area	0.8936480283737183	0.8936480283737183	0.06754258991715295
-3923	DeepLearning_1_AutoML_20190416_020809	heat_type_individual	0.8894039392471313	0.8894039392471313	0.067221818469841
-3924	DeepLearning_1_AutoML_20190416_020809	total_household_count_in_sites	0.867792546749115	0.867792546749115	0.06558841317526598
-3925	DeepLearning_1_AutoML_20190416_020809	heat_fuel_cogeneration	0.8673058152198792	0.8673058152198792	0.0655516256403136
-3926	DeepLearning_1_AutoML_20190416_020809	apartment_building_count_in_sites	0.8541399240493774	0.8541399240493774	0.06455653768623244
-3927	DeepLearning_1_AutoML_20190416_020809	heat_type_district	0.8024343252182007	0.8024343252182007	0.060648589649206705
-3928	DeepLearning_1_AutoML_20190416_020809	front_door_structure_corridor	0.8009785413742065	0.8009785413742065	0.06053856041167585
-3929	DeepLearning_1_AutoML_20190416_020809	total_parking_capacity_in_site	0.7319377064704895	0.7319377064704895	0.05532040219794845
-3930	DeepLearning_1_AutoML_20190416_020809	room_count	0.6987099051475525	0.6987099051475525	0.05280901999002484
-3931	DeepLearning_1_AutoML_20190416_020809	exclusive_use_area	0.6873521208763123	0.6873521208763123	0.05195059011490284
-3932	DeepLearning_1_AutoML_20190416_020809	bathroom_count	0.6764413118362427	0.6764413118362427	0.05112594296383276
-3933	DeepLearning_1_AutoML_20190416_020809	heat_fuel_gas	0.6638084053993225	0.6638084053993225	0.05017113839666615
-3934	DeepLearning_1_AutoML_20190416_020809	total_household_count_of_area_type	0.6400241851806641	0.6400241851806641	0.048373509149218966
-3935	DeepLearning_1_AutoML_20190416_020809	front_door_structure_stairway	0.5167799592018127	0.5167799592018127	0.039058617882581116
-3936	DeepLearning_1_AutoML_20190416_020809	heat_type_central	0.4085588753223419	0.4085588753223419	0.030879186991693383
-3937	DeepLearning_1_AutoML_20190416_020809	floor	0.31358930468559265	0.31358930468559265	0.02370131543548429
-3938	GBM_grid_1_AutoML_20190416_023844_model_20	supply_area	1.6735337512499465e+20	1.0	0.30631722518800714
-3939	GBM_grid_1_AutoML_20190416_023844_model_20	exclusive_use_area	9.416132258171349e+19	0.5626496777336297	0.1723492880362919
-3940	GBM_grid_1_AutoML_20190416_023844_model_20	city	8.829923675580714e+19	0.5276214877044295	0.16161955006318907
-3941	GBM_grid_1_AutoML_20190416_023844_model_20	total_parking_capacity_in_site	3.8078101975184966e+19	0.22753112655627525	0.06969670333061952
-3942	GBM_grid_1_AutoML_20190416_023844_model_20	total_household_count_of_area_type	3.3656365386548904e+19	0.20110957046077668	0.06160332558229712
-3943	GBM_grid_1_AutoML_20190416_023844_model_20	floor	2.9030126232216273e+19	0.1734660338372856	0.05313563414940628
-3944	GBM_grid_1_AutoML_20190416_023844_model_20	total_household_count_in_sites	2.6864231262009164e+19	0.16052398848809904	0.0491712627297861
-3945	GBM_grid_1_AutoML_20190416_023844_model_20	heat_fuel_cogeneration	2.32057954365845e+19	0.1386634444584838	0.04247500154153411
-3946	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_individual	8.400264987917943e+18	0.05019477486871038	0.01537552415672008
-3947	GBM_grid_1_AutoML_20190416_023844_model_20	bathroom_count	6.851244419404792e+18	0.04093878844264517	0.012540256078309922
-3948	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_district	6.777080161088045e+18	0.040495628821506036	0.012404508652847217
-3949	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_stairway	5.649286895222391e+18	0.03375663556831759	0.01034023893896983
-3950	GBM_grid_1_AutoML_20190416_023844_model_20	apartment_building_count_in_sites	5.430829327946088e+18	0.03245126860387401	0.00994038255256938
-3951	GBM_grid_1_AutoML_20190416_023844_model_20	heat_fuel_gas	3.235145564085551e+18	0.019331223894763112	0.005921486862931936
-3952	GBM_grid_1_AutoML_20190416_023844_model_20	room_count	3.0853700901499044e+18	0.018436258532852835	0.0056473435566322
-3953	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_corridor	2.584371569639817e+18	0.015442602025262857	0.004730335002061218
-3954	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_central	2.006259900627288e+18	0.011988165157283692	0.0036721814860746892
-3955	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_mixed	1.6716651807165645e+18	0.0099888345811252	0.003059752091752281
-3956	GBM_grid_1_AutoML_20190416_023844_model_45	supply_area	5.36379876704105e+20	1.0	0.36985073451057054
-3957	GBM_grid_1_AutoML_20190416_023844_model_45	exclusive_use_area	2.6815964460768402e+20	0.4999435218476975	0.18490447876917238
-3958	GBM_grid_1_AutoML_20190416_023844_model_45	city	2.466288143985279e+20	0.45980251144764916	0.17005829658871807
-3959	GBM_grid_1_AutoML_20190416_023844_model_45	heat_fuel_cogeneration	8.911698313580275e+19	0.16614527689480102	0.06144895269500428
-3960	GBM_grid_1_AutoML_20190416_023844_model_45	apartment_building_count_in_sites	8.844497042499908e+19	0.16489240977582373	0.060985578870806384
-3961	GBM_grid_1_AutoML_20190416_023844_model_45	total_parking_capacity_in_site	5.220240635536291e+19	0.0973235735019203	0.03599519514487872
-3962	GBM_grid_1_AutoML_20190416_023844_model_45	total_household_count_in_sites	3.712097270515945e+19	0.06920649770318901	0.025596074008428567
-3963	GBM_grid_1_AutoML_20190416_023844_model_45	floor	3.3605902200880497e+19	0.06265317484947194	0.023172322737496403
-3964	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_district	2.845272649698273e+19	0.05304585002669429	0.01961904659511045
-3965	GBM_grid_1_AutoML_20190416_023844_model_45	total_household_count_of_area_type	2.3975392003376546e+19	0.04469852998717664	0.01653178414730004
-3966	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_individual	2.3722291023732277e+19	0.04422666109231895	0.016357263089944236
-3967	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_stairway	7.152086193927094e+18	0.013333994253987564	0.004931587568797027
-3968	GBM_grid_1_AutoML_20190416_023844_model_45	bathroom_count	6.36095184361436e+18	0.011859042667112194	0.00438607564102364
-3969	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_corridor	5.721125686446391e+18	0.010666182560018861	0.003944895454246813
-3970	GBM_grid_1_AutoML_20190416_023844_model_45	room_count	2.8854753028074373e+18	0.005379536832249982	0.0019896256487343237
-3971	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_central	3.307877639787643e+17	0.0006167042768482606	0.00022808852976813945
-3972	GBM_grid_1_AutoML_20190416_023844_model_45	heat_fuel_gas	0.0	0.0	0.0
-3973	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_mixed	0.0	0.0	0.0
-3974	DeepLearning_grid_1_AutoML_20190416_021340_model_6	city	1.0	1.0	0.09140162674495823
-3975	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.6922146677970886	0.6922146677970886	0.06326954669337476
-3976	DeepLearning_grid_1_AutoML_20190416_021340_model_6	supply_area	0.6662620902061462	0.6662620902061462	0.06089743888333787
-3977	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_district	0.6578097939491272	0.6578097939491272	0.06012488525571601
-3978	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	0.6386852860450745	0.6386852860450745	0.058376874122588775
-3979	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	0.6231026649475098	0.6231026649475098	0.05695259720532106
-3980	DeepLearning_grid_1_AutoML_20190416_021340_model_6	bathroom_count	0.596828043460846	0.596828043460846	0.05455105405933195
-3981	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	0.5961317420005798	0.5961317420005798	0.05448741097315874
-3982	DeepLearning_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	0.5918883085250854	0.5918883085250854	0.05409955425051454
-3983	DeepLearning_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	0.5912916660308838	0.5912916660308838	0.05404502015595934
-3984	DeepLearning_grid_1_AutoML_20190416_021340_model_6	floor	0.5746373534202576	0.5746373534202576	0.05252278889102903
-3985	DeepLearning_grid_1_AutoML_20190416_021340_model_6	room_count	0.5734550952911377	0.5734550952911377	0.052414728574795025
-3986	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	0.5524595379829407	0.5524595379829407	0.05049570048240882
-3987	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	0.5348172783851624	0.5348172783851624	0.04888316925571503
-3988	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	0.531967043876648	0.531967043876648	0.04862265318503219
-3989	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_central	0.5157274603843689	0.5157274603843689	0.04713832883617732
-3990	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	0.5024674534797668	0.5024674534797668	0.045926342634447316
-3991	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	0.5009788274765015	0.5009788274765015	0.04579027979613401
-3992	DeepLearning_grid_1_AutoML_20190416_023844_model_2	city	1.0	1.0	0.1258457069360956
-3993	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	0.7098351120948792	0.7098351120948792	0.08932970148964271
-3994	DeepLearning_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	0.597440242767334	0.597440242767334	0.07518528970312771
-3995	DeepLearning_grid_1_AutoML_20190416_023844_model_2	bathroom_count	0.472875714302063	0.472875714302063	0.059509378559254276
-3996	DeepLearning_grid_1_AutoML_20190416_023844_model_2	supply_area	0.45665231347084045	0.45665231347084045	0.057467733212741436
-3997	DeepLearning_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	0.4365660846233368	0.4365660846233368	0.054939967543747144
-3998	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	0.43268057703971863	0.43268057703971863	0.054450993095081154
-3999	DeepLearning_grid_1_AutoML_20190416_023844_model_2	room_count	0.40359407663345337	0.40359407663345337	0.05079058188915767
-4000	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	0.40079760551452637	0.40079760551452637	0.05043865800426993
-4001	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	0.39620858430862427	0.39620858430862427	0.04986114938646845
-4002	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_district	0.36701536178588867	0.36701536178588867	0.04618730766035204
-4003	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	0.36144208908081055	0.36144208908081055	0.045485935216833834
-4004	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	0.3591804802417755	0.3591804802417755	0.04520132145367255
-4005	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	0.35538250207901	0.35538250207901	0.04472336220685147
-4006	DeepLearning_grid_1_AutoML_20190416_023844_model_2	floor	0.3540731370449066	0.3540731370449066	0.044558584238497324
-4007	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_central	0.32686647772789	0.32686647772789	0.04113474296337786
-4008	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	0.2591356039047241	0.2591356039047241	0.03261110326570206
-4009	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	0.2564925253391266	0.2564925253391266	0.03227848317512679
-4010	DeepLearning_grid_1_AutoML_20190416_023844_model_1	city	1.0	1.0	0.14845638013143153
-4011	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	0.48178964853286743	0.48178964853286743	0.07152474720598416
-4012	DeepLearning_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	0.47417518496513367	0.47417518496513367	0.07039433150807574
-4013	DeepLearning_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	0.43363261222839355	0.43363261222839355	0.06437552791836404
-4014	DeepLearning_grid_1_AutoML_20190416_023844_model_1	supply_area	0.4141715168952942	0.4141715168952942	0.06148640415181941
-4015	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	0.34990984201431274	0.34990984201431274	0.05194634851780597
-4016	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	0.3422710597515106	0.3422710597515106	0.05081232255445818
-4017	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	0.3322484791278839	0.3322484791278839	0.04932440651549913
-4018	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_district	0.3287505805492401	0.3287505805492401	0.048805121154446796
-4019	DeepLearning_grid_1_AutoML_20190416_023844_model_1	room_count	0.32060471177101135	0.32060471177101135	0.0475958149626053
-4020	DeepLearning_grid_1_AutoML_20190416_023844_model_1	bathroom_count	0.3202188313007355	0.3202188313007355	0.04753852854482473
-4021	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	0.3129171133041382	0.3129171133041382	0.04645454192230937
-4022	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	0.3088076412677765	0.3088076412677765	0.04584446457953977
-4023	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_central	0.3080185651779175	0.3080185651779175	0.04572732119959104
-4024	DeepLearning_grid_1_AutoML_20190416_023844_model_1	floor	0.2927524745464325	0.2927524745464325	0.04346097264568242
-4025	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	0.2687626779079437	0.2687626779079437	0.03989953427664319
-4026	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	0.23014451563358307	0.23014451563358307	0.034166421698063394
-4027	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	0.21680988371372223	0.21680988371372223	0.03218681051285582
-4028	GBM_grid_1_AutoML_20190416_022142_model_11	supply_area	4.326630117063019e+21	1.0	0.34668590170469554
-4029	GBM_grid_1_AutoML_20190416_022142_model_11	city	2.9373855997096257e+21	0.6789084160731463	0.23536797640122537
-4030	GBM_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	2.2088747389993846e+21	0.5105300613260654	0.1769935746581805
-4031	GBM_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	5.564288115296237e+20	0.12860558829265856	0.04458574434150317
-4032	GBM_grid_1_AutoML_20190416_022142_model_11	bathroom_count	5.5267893152114016e+20	0.12773889067649416	0.044285272496937915
-4033	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	3.071106268739278e+20	0.07098148410301343	0.024608279820590724
-4034	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_district	3.009499488742896e+20	0.06955758655851517	0.024114634616441245
-4035	GBM_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	2.7561839723898156e+20	0.06370278710722686	0.0220848581893712
-4036	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	2.5754684171704127e+20	0.059525967034100874	0.020636813556061243
-4037	GBM_grid_1_AutoML_20190416_022142_model_11	room_count	1.7914432671503195e+20	0.04140504777807024	0.014354546324066284
-4038	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	1.7184492410492473e+20	0.039717960503999734	0.013769656951200632
-4039	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	1.4469186873048485e+20	0.03344216279544225	0.01159392636369312
-4040	GBM_grid_1_AutoML_20190416_022142_model_11	floor	1.1315905392233415e+20	0.02615408548007524	0.00906725270792157
-4041	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	8.499642697127035e+19	0.019644948764182133	0.006810626776253027
-4042	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	3.6790782766268547e+19	0.008503334412890067	0.002947986158429361
-4043	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.408881762289792e+19	0.0055675703656520945	0.001930198152520438
-4044	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.3577458148934943e+18	0.0003138113908880088	0.00010879398501521401
-4045	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_central	6.733792663180411e+17	0.00015563596797018114	5.3956795893425366e-05
-4046	GBM_grid_1_AutoML_20190416_022142_model_16	city	5.6677671128280963e+20	1.0	0.23729297173351396
-4047	GBM_grid_1_AutoML_20190416_022142_model_16	supply_area	4.7932574334978517e+20	0.845704726055005	0.20067978765466948
-4048	GBM_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	4.075030401799223e+20	0.7189833881099374	0.17060970479163748
-4049	GBM_grid_1_AutoML_20190416_022142_model_16	apartment_building_count_in_sites	1.4789997098145153e+20	0.26094927338616875	0.06192142855350515
-4050	GBM_grid_1_AutoML_20190416_022142_model_16	room_count	1.3725885346737029e+20	0.2421744767118369	0.05746630125696045
-4051	GBM_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	1.0418994175037932e+20	0.18382890418091072	0.043621306963603695
-4052	GBM_grid_1_AutoML_20190416_022142_model_16	bathroom_count	1.022657084408411e+20	0.18043385764630096	0.042815686282232576
-4053	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_in_sites	8.99667472943992e+19	0.1587340225937895	0.03766646793649506
-4054	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_district	7.98331379594203e+19	0.14085465469943284	0.03342381959612639
-4055	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_cogeneration	5.841232488373944e+19	0.10306055933655489	0.02445554639348926
-4056	GBM_grid_1_AutoML_20190416_022142_model_16	floor	5.6226777242697466e+19	0.09920445939889984	0.023540520979981674
-4057	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_gas	5.375513667610817e+19	0.09484358761749738	0.02250571675562386
-4058	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_individual	4.462653374547467e+19	0.07873741608837376	0.018683835450228403
-4059	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_of_area_type	3.0378142881032438e+19	0.05359807888414523	0.012718447417626127
-4060	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.6336604238635336e+19	0.02882370413854869	0.006839662411403804
-4061	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_stairway	1.1975788290759459e+19	0.021129640742743563	0.005013915243507153
-4062	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_central	1.7791549492764344e+18	0.003139075607481468	0.0007448805793954633
-4063	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	0.0	0.0	0.0
-4064	GBM_grid_1_AutoML_20190416_021340_model_6	supply_area	8.870111370933694e+21	1.0	0.3642780780398368
-4065	GBM_grid_1_AutoML_20190416_021340_model_6	city	5.739973958972425e+21	0.6471140799631492	0.23572947332149324
-4066	GBM_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	3.838601765567666e+21	0.4327568848962043	0.1576438462884962
-4067	GBM_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	9.956891604038095e+20	0.11225215995219237	0.04089100108320498
-4068	GBM_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	7.90052197774538e+20	0.08906902796772605	0.03244589432095972
-4069	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_district	6.907707662016205e+20	0.07787622244126434	0.02836860063590658
-4070	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	6.792183294699734e+20	0.07657382202614632	0.027894164715849105
-4071	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	6.226802101167084e+20	0.07019981870319665	0.025572255035945464
-4072	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	4.4170140542533684e+20	0.049796601976468985	0.018139810460902864
-4073	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	4.260140661014381e+20	0.048028040267615556	0.017495562200706888
-4074	GBM_grid_1_AutoML_20190416_021340_model_6	floor	2.9783198018852146e+20	0.03357702826195414	0.012231375321553937
-4075	GBM_grid_1_AutoML_20190416_021340_model_6	room_count	2.8485895684160173e+20	0.03211447353130772	0.011698598695245987
-4076	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	1.9459037161514546e+20	0.021937759682792157	0.007991444933747347
-4077	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.8535948771484972e+20	0.020897086853075016	0.007612350635469709
-4078	GBM_grid_1_AutoML_20190416_021340_model_6	bathroom_count	1.835242884588823e+20	0.020690189872955785	0.007536982601199629
-4079	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	9.66976496163881e+19	0.010901514713023204	0.003971182827383096
-4080	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_central	1.2159793760691028e+19	0.0013708727266421067	0.0004993788820984172
-4081	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.0	0.0	0.0
-4082	DeepLearning_grid_1_AutoML_20190416_022142_model_5	city	1.0	1.0	0.07562582846674598
-4083	DeepLearning_grid_1_AutoML_20190416_022142_model_5	room_count	0.7684967517852783	0.7684967517852783	0.05811820352776492
-4084	DeepLearning_grid_1_AutoML_20190416_022142_model_5	bathroom_count	0.7611314654350281	0.7611314654350281	0.05756119764563243
-4085	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_district	0.7591797709465027	0.7591797709465027	0.05741359913302372
-4086	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	0.7557488679885864	0.7557488679885864	0.05715413425444229
-4087	DeepLearning_grid_1_AutoML_20190416_022142_model_5	supply_area	0.7386886477470398	0.7386886477470398	0.05586394096485018
-4088	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	0.737084150314331	0.737084150314331	0.05574259951722881
-4089	DeepLearning_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	0.7325300574302673	0.7325300574302673	0.05539819246995698
-4090	DeepLearning_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	0.7313550114631653	0.7313550114631653	0.05530932864520838
-4091	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	0.7272319793701172	0.7272319793701172	0.054997520927376635
-4092	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_central	0.7266594767570496	0.7266594767570496	0.05495422494296402
-4093	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	0.7248222827911377	0.7248222827911377	0.05481528562723783
-4094	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	0.7131882905960083	0.7131882905960083	0.053935455329105514
-4095	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	0.6978984475135803	0.6978984475135803	0.05277914827887035
-4096	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	0.6951311230659485	0.6951311230659485	0.05256986707488191
-4097	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	0.6714439988136292	0.6714439988136292	0.050778508679305515
-4098	DeepLearning_grid_1_AutoML_20190416_022142_model_5	floor	0.6642676591873169	0.6642676591873169	0.05023579204970691
-4099	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	0.6181376576423645	0.6181376576423645	0.046747172465697616
-4100	DeepLearning_grid_1_AutoML_20190416_020809_model_1	city	1.0	1.0	0.117216195630159
-4101	DeepLearning_grid_1_AutoML_20190416_020809_model_1	supply_area	0.700688898563385	0.700688898563385	0.08213208700988638
-4102	DeepLearning_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.6795383095741272	0.6795383095741272	0.07965289543322844
-4103	DeepLearning_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.6287859082221985	0.6287859082221985	0.07370389202766042
-4104	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.5363758206367493	0.5363758206367493	0.06287193312304427
-4105	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.4726800322532654	0.4726800322532654	0.05540575513106862
-4106	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.4637191891670227	0.4637191891670227	0.054355399194860446
-4107	DeepLearning_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.4558580815792084	0.4558580815792084	0.05343395006997747
-4108	DeepLearning_grid_1_AutoML_20190416_020809_model_1	room_count	0.4473789930343628	0.4473789930343628	0.05244006356833941
-4109	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.43798118829727173	0.43798118829727173	0.051338488649782514
-4110	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.42868953943252563	0.42868953943252563	0.05024935691872569
-4111	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.4058772921562195	0.4058772921562195	0.04757539207922262
-4112	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.37632983922958374	0.37632983922958374	0.04411195205660117
-4113	DeepLearning_grid_1_AutoML_20190416_020809_model_1	floor	0.35347601771354675	0.35347601771354675	0.041433114042880644
-4114	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.3185288608074188	0.3185288608074188	0.03733674126225409
-4115	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.297958642244339	0.297958642244339	0.034925578499009
-4116	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.2943436801433563	0.2943436801433563	0.034501846394184604
-4117	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.23303399980068207	0.23303399980068207	0.027315358909115184
-4118	GBM_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	6.58804321599661e+19	1.0	0.2197803299317967
-4119	GBM_grid_1_AutoML_20190416_023844_model_3	city	5.6378910069563064e+19	0.8557762634687622	0.18808278953296473
-4120	GBM_grid_1_AutoML_20190416_023844_model_3	bathroom_count	4.472336113746313e+19	0.6788565234191103	0.14919931069340453
-4121	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_district	3.369003463161466e+19	0.5113815062689776	0.11239159616881507
-4122	GBM_grid_1_AutoML_20190416_023844_model_3	supply_area	2.25338882788971e+19	0.342042204947623	0.0751741486539878
-4123	GBM_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	2.1526669657156616e+19	0.32675361941899705	0.0718140182823159
-4124	GBM_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	1.8102679397587747e+19	0.274780823441354	0.060391420034871565
-4125	GBM_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	1.0317828110166262e+19	0.1566144570077084	0.034420777033243345
-4126	GBM_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	1.0015736190923178e+19	0.1520289995457785	0.03341298367937217
-4127	GBM_grid_1_AutoML_20190416_023844_model_3	floor	6.502622817341669e+18	0.09870340257563082	0.02169306638346309
-4128	GBM_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	2.879310615988404e+18	0.04370509605943492	0.009605520431643476
-4129	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	1.8368310686620058e+18	0.027881284448801814	0.006127757895079935
-4130	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	1.2934467872180142e+18	0.01963324685055739	0.004315001470447911
-4131	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	1.168687401837527e+18	0.017739522397178645	0.00389879808528442
-4132	GBM_grid_1_AutoML_20190416_023844_model_3	room_count	1.156904622917419e+18	0.01756067143136382	0.003859490161009017
-4133	GBM_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	7.434414529099858e+17	0.01128470819840427	0.0024801568910293417
-4134	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_central	6.06150040154538e+17	0.009200759926448695	0.0020221460522581477
-4135	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	3.988816529582981e+17	0.006054630181990345	0.0013306886190128523
-4136	DeepLearning_1_AutoML_20190416_023643	city	1.0	1.0	0.09345859479645265
-4137	DeepLearning_1_AutoML_20190416_023643	supply_area	0.8685116767883301	0.8685116767883301	0.0811698808769482
-4138	DeepLearning_1_AutoML_20190416_023643	heat_type_district	0.7772834897041321	0.7772834897041321	0.07264382270623115
-4139	DeepLearning_1_AutoML_20190416_023643	exclusive_use_area	0.7709730863571167	0.7709730863571167	0.07205406127682026
-4140	DeepLearning_1_AutoML_20190416_023643	total_household_count_in_sites	0.7088215351104736	0.7088215351104736	0.06624546463288929
-4141	DeepLearning_1_AutoML_20190416_023643	front_door_structure_stairway	0.6657958030700684	0.6657958030700684	0.0622243401763043
-4142	DeepLearning_1_AutoML_20190416_023643	heat_type_individual	0.6376777291297913	0.6376777291297913	0.05959646449746325
-4143	DeepLearning_1_AutoML_20190416_023643	front_door_structure_corridor	0.626188337802887	0.626188337802887	0.058522682128984226
-4144	DeepLearning_1_AutoML_20190416_023643	front_door_structure_mixed	0.6219073534011841	0.6219073534011841	0.05812258734245554
-4145	DeepLearning_1_AutoML_20190416_023643	room_count	0.5615919828414917	0.5615919828414917	0.05248559756531936
-4146	DeepLearning_1_AutoML_20190416_023643	heat_fuel_gas	0.5610179901123047	0.5610179901123047	0.05243195301142616
-4147	DeepLearning_1_AutoML_20190416_023643	heat_type_central	0.4958316385746002	0.4958316385746002	0.04633972819680472
-4148	DeepLearning_1_AutoML_20190416_023643	apartment_building_count_in_sites	0.47458893060684204	0.47458893060684204	0.04435441456046663
-4149	DeepLearning_1_AutoML_20190416_023643	floor	0.4503808319568634	0.4503808319568634	0.042091959677945726
-4150	DeepLearning_1_AutoML_20190416_023643	bathroom_count	0.40448182821273804	0.40448182821273804	0.037802303285462656
-4151	DeepLearning_1_AutoML_20190416_023643	total_parking_capacity_in_site	0.37633174657821655	0.37633174657821655	0.03517143621249485
-4152	DeepLearning_1_AutoML_20190416_023643	total_household_count_of_area_type	0.37325751781463623	0.37325751781463623	0.03488412311216779
-4153	DeepLearning_1_AutoML_20190416_023643	heat_fuel_cogeneration	0.3252840042114258	0.3252840042114258	0.03040058594336324
-4154	DeepLearning_1_AutoML_20190416_015849	city	1.0	1.0	0.10113582441701437
-4155	DeepLearning_1_AutoML_20190416_015849	exclusive_use_area	0.7808131575584412	0.7808131575584412	0.07896818240532508
-4156	DeepLearning_1_AutoML_20190416_015849	heat_type_individual	0.757499098777771	0.757499098777771	0.07661029585003527
-4157	DeepLearning_1_AutoML_20190416_015849	supply_area	0.6812328100204468	0.6812328100204468	0.06889704186133722
-4158	DeepLearning_1_AutoML_20190416_015849	bathroom_count	0.6282981038093567	0.6282981038093567	0.06354344670840616
-4159	DeepLearning_1_AutoML_20190416_015849	apartment_building_count_in_sites	0.568518877029419	0.568518877029419	0.0574976253250055
-4160	DeepLearning_1_AutoML_20190416_015849	total_household_count_in_sites	0.5374017953872681	0.5374017953872681	0.054350573619675026
-4161	DeepLearning_1_AutoML_20190416_015849	front_door_structure_corridor	0.5108906030654907	0.5108906030654907	0.05166934232793405
-4162	DeepLearning_1_AutoML_20190416_015849	floor	0.5063374042510986	0.5063374042510986	0.05120885081210593
-4163	DeepLearning_1_AutoML_20190416_015849	total_parking_capacity_in_site	0.5059372782707214	0.5059372782707214	0.05116838374120982
-4164	DeepLearning_1_AutoML_20190416_015849	heat_fuel_cogeneration	0.4903944432735443	0.4903944432735443	0.04959644630999269
-4165	DeepLearning_1_AutoML_20190416_015849	heat_type_district	0.48135486245155334	0.48135486245155334	0.0486822208511764
-4166	DeepLearning_1_AutoML_20190416_015849	total_household_count_of_area_type	0.4433438181877136	0.4433438181877136	0.044837942552601345
-4167	DeepLearning_1_AutoML_20190416_015849	heat_type_central	0.4407172203063965	0.4407172203063965	0.044572299410462354
-4168	DeepLearning_1_AutoML_20190416_015849	room_count	0.4216771721839905	0.4216771721839905	0.0426466684466632
-4169	DeepLearning_1_AutoML_20190416_015849	front_door_structure_mixed	0.4205125868320465	0.4205125868320465	0.042528887146990366
-4170	DeepLearning_1_AutoML_20190416_015849	heat_fuel_gas	0.3948497474193573	0.3948497474193573	0.03993345472610659
-4171	DeepLearning_1_AutoML_20190416_015849	front_door_structure_stairway	0.3179141879081726	0.3179141879081726	0.03215251348795865
-4172	GBM_grid_1_AutoML_20190416_020809_model_11	supply_area	6.623709262139338e+20	1.0	0.24497434277084765
-4173	GBM_grid_1_AutoML_20190416_020809_model_11	city	6.435682570321736e+20	0.9716130819792546	0.2380202761854256
-4174	GBM_grid_1_AutoML_20190416_020809_model_11	exclusive_use_area	4.093460679586795e+20	0.618001261466099	0.15139445285921238
-4175	GBM_grid_1_AutoML_20190416_020809_model_11	room_count	1.8274198153767315e+20	0.2758907045969146	0.06758614403521523
-4176	GBM_grid_1_AutoML_20190416_020809_model_11	apartment_building_count_in_sites	1.4728570462133866e+20	0.22236136701109982	0.05447282974117142
-4177	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_cogeneration	1.446871364324389e+20	0.21843823559627007	0.05351176320121984
-4178	GBM_grid_1_AutoML_20190416_020809_model_11	total_parking_capacity_in_site	1.1429969608108199e+20	0.17256146300745884	0.04227313098782817
-4179	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_in_sites	8.928639588741048e+19	0.1347981808286262	0.03302209575519858
-4180	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_gas	5.75739692577928e+19	0.08692103922326665	0.021293424456678818
-4181	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_district	4.9671176656594665e+19	0.07498997116390911	0.01837061890028345
-4182	GBM_grid_1_AutoML_20190416_020809_model_11	floor	4.846136202232018e+19	0.07316348001462256	0.017923175431410206
-4183	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_of_area_type	4.774080367412694e+19	0.07207563282858753	0.017656680781976162
-4184	GBM_grid_1_AutoML_20190416_020809_model_11	bathroom_count	3.4857293767847707e+19	0.05262503589505291	0.012891783581682852
-4185	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_individual	2.804398744740351e+19	0.042338795888432174	0.01037191869647774
-4186	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_corridor	2.262390529586312e+19	0.03415594555935568	0.00836733031512001
-4187	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_stairway	1.9659239317332558e+19	0.029680106024132735	0.0072708644666309935
-4188	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_central	1.6200527305192243e+18	0.002445839130922206	0.0005991678336208885
-4189	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_mixed	0.0	0.0	0.0
-4190	GBM_grid_1_AutoML_20190416_021340_model_5	supply_area	5.009513180361021e+21	1.0	0.18980105693063345
-4191	GBM_grid_1_AutoML_20190416_021340_model_5	city	4.915845063511156e+21	0.9813019522102315	0.1862521476975959
-4192	GBM_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.3114296238957134e+21	0.8606484240420745	0.16335198052886976
-4193	GBM_grid_1_AutoML_20190416_021340_model_5	room_count	1.979770855718025e+21	0.3952022450962687	0.07500980382063106
-4194	GBM_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.552931082772406e+21	0.3099964062097728	0.05883764554331287
-4195	GBM_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2987325794173846e+21	0.25925325129572546	0.04920654110863181
-4196	GBM_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	1.2115517570932581e+21	0.24185019850690265	0.045903423295493635
-4197	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.1655495979619938e+21	0.2326672385115865	0.0441604877826309
-4198	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	9.634628792139739e+20	0.19232664822423723	0.03650380110888637
-4199	GBM_grid_1_AutoML_20190416_021340_model_5	floor	8.952148378795922e+20	0.1787029608763454	0.033918010850964
-4200	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.433803393049349e+20	0.14839372860006364	0.028165286530169645
-4201	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	5.942269602521909e+20	0.11861970192667837	0.02251414479848025
-4202	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_district	5.5368587306595045e+20	0.11052688218020577	0.020978119057050652
-4203	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	4.8620478067436107e+20	0.09705629333014784	0.018421387055831653
-4204	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	2.8579102604260698e+20	0.05704966046661062	0.010828085854096472
-4205	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	1.8640335525816723e+20	0.03720987420273315	0.007062473451934663
-4206	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.4018173360599885e+20	0.02798310505610774	0.005311222915850202
-4207	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_central	9.96191223801331e+19	0.019885988676639002	0.003774381668936692
-4208	XGBoost_grid_1_AutoML_20190416_021340_model_5	supply_area	5.06417006170744e+20	1.0	0.24043082919084116
-4209	XGBoost_grid_1_AutoML_20190416_021340_model_5	city	4.703938034669422e+20	0.9288665225202642	0.22332814821716027
-4210	XGBoost_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.433381120461651e+20	0.8754408059840882	0.21048295889025265
-4211	XGBoost_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.3337058452736836e+20	0.26336118831365035	0.06332014888293623
-4212	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.0324426499346871e+20	0.20387203378920252	0.04901712213276115
-4213	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	9.523684726381792e+19	0.18806012851730294	0.0452154526371513
-4214	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.639207118476044e+19	0.15084815528292905	0.0362685470565834
-4215	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	5.587984174171554e+19	0.11034353321632931	0.02652998718704918
-4216	XGBoost_grid_1_AutoML_20190416_021340_model_5	floor	5.390160042102096e+19	0.10643718470000876	0.02559078057416182
-4217	XGBoost_grid_1_AutoML_20190416_021340_model_5	room_count	4.513046631276347e+19	0.08911720136339032	0.021426522618967096
-4218	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	4.11925522237442e+19	0.08134117085684062	0.019556925156464074
-4219	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_district	2.888579773888463e+19	0.05703954919939135	0.013714066110681444
-4220	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	2.198051727077697e+19	0.04340398723372651	0.010435656640793548
-4221	XGBoost_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2357648679086064e+19	0.02440212024577932	0.005867022004707335
-4222	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	9.54269770135162e+18	0.018843556960119533	0.004530572024826386
-4223	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_central	4.182091157414609e+18	0.00825819651878865	0.0019855250366332734
-4224	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	3.680914790898729e+18	0.007268544985745736	0.001747582297933778
-4225	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.1629949552626237e+18	0.0022965163908229957	0.0005521533400959307
-4226	GBM_grid_1_AutoML_20190416_023844_model_6	supply_area	6.527366007110815e+20	1.0	0.28875807618139715
-4227	GBM_grid_1_AutoML_20190416_023844_model_6	city	5.976292890331809e+20	0.9155749629822083	0.2643796649105964
-4228	GBM_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	2.7474939602494554e+20	0.42091924326847563	0.12154383091393453
-4229	GBM_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	1.9093923654692923e+20	0.29252111240418094	0.08446783366027352
-4230	GBM_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	9.70690118676927e+19	0.14871084563351766	0.042941457692443286
-4231	GBM_grid_1_AutoML_20190416_023844_model_6	room_count	7.4954534498234e+19	0.11483121126742343	0.03315843965116077
-4232	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_district	5.388268002493019e+19	0.08254888720232817	0.02383665785945944
-4233	GBM_grid_1_AutoML_20190416_023844_model_6	total_household_count_in_sites	5.0387811947299996e+19	0.07719470900269461	0.022290595663000873
-4234	GBM_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	4.67963011956348e+19	0.07169247311190396	0.02070178061247993
-4235	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_individual	4.627856316034764e+19	0.07089929247100969	0.020472743296550976
-4236	GBM_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	4.222402607199342e+19	0.06468769489254195	0.018679094329779603
-4237	GBM_grid_1_AutoML_20190416_023844_model_6	floor	4.116823102653779e+19	0.06307020470690587	0.01821203097553304
-4238	GBM_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	3.501708799173565e+19	0.053646582639289044	0.015490883996627444
-4239	GBM_grid_1_AutoML_20190416_023844_model_6	bathroom_count	1.9981539160782537e+19	0.030611948432208255	0.008839447337448592
-4240	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_stairway	1.8433785229664584e+19	0.028240771560202223	0.008154750865602307
-4241	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	1.6971008154210927e+19	0.025999780211072833	0.007507646514888552
-4242	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_central	1.2773286339495854e+18	0.0019568821980536755	0.0005650655388236032
-4243	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_mixed	0.0	0.0	0.0
-4244	GBM_grid_1_AutoML_20190416_022142_model_21	room_count	1.0000877170883088e+20	1.0	0.22643361457863287
-4245	GBM_grid_1_AutoML_20190416_022142_model_21	city	8.521806212715092e+19	0.8521058770250458	0.19294541373847715
-4246	GBM_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	5.708225006566533e+19	0.5707724341606418	0.12924206536883887
-4247	GBM_grid_1_AutoML_20190416_022142_model_21	supply_area	3.5920156474046677e+19	0.3591700593886495	0.08132817479579414
-4248	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	3.4851055138871706e+19	0.3484799837392096	0.07890758232637243
-4249	GBM_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	3.0852531570882904e+19	0.30849825514013984	0.06985437500258317
-4250	GBM_grid_1_AutoML_20190416_022142_model_21	floor	2.1752076137920463e+19	0.21750168276489024	0.04924969220538923
-4251	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	2.166930270355823e+19	0.21667402102134617	0.04906228176515009
-4252	GBM_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.8615558690991768e+19	0.18613925931607053	0.04214818530192731
-4253	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_district	1.1349360232531755e+19	0.11348364787015572	0.025696512582808133
-4254	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	9.37980285467335e+18	0.093789801578426	0.021237163782015765
-4255	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	6.457271261230793e+18	0.06456704897877082	0.014620150282938702
-4256	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	3.356922249297789e+18	0.03356627815679261	0.007600533690994362
-4257	GBM_grid_1_AutoML_20190416_022142_model_21	bathroom_count	2.1083844647604716e+18	0.021081995396352807	0.004773672420126264
-4258	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.5398260399648276e+18	0.015396909827549252	0.003486377945593252
-4259	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_central	6.78772989327573e+17	0.00678713454559543	0.0015368354077906802
-4260	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	6.366309763776512e+17	0.006365751378600684	0.001441420094165468
-4261	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.9254515340620595e+17	0.0019252826538734905	0.00043594871040211736
-4262	GBM_grid_1_AutoML_20190416_023844_model_49	exclusive_use_area	1.1313092401684913e+20	1.0	0.2769832320313448
-4263	GBM_grid_1_AutoML_20190416_023844_model_49	city	5.25728142305746e+19	0.4647077241475079	0.12871624738430734
-4264	GBM_grid_1_AutoML_20190416_023844_model_49	total_parking_capacity_in_site	4.59875488207544e+19	0.40649848147536793	0.11259326321488114
-4265	GBM_grid_1_AutoML_20190416_023844_model_49	supply_area	3.35978625718582e+19	0.29698212813018576	0.08225906970504582
-4266	GBM_grid_1_AutoML_20190416_023844_model_49	total_household_count_in_sites	3.2799348849255645e+19	0.28992381291229163	0.08030403474329746
-4267	GBM_grid_1_AutoML_20190416_023844_model_49	floor	2.3076605019344077e+19	0.20398140667451076	0.056499429295006114
-4268	GBM_grid_1_AutoML_20190416_023844_model_49	apartment_building_count_in_sites	2.285944047774204e+19	0.20206182064187395	0.055967736151524144
-4269	GBM_grid_1_AutoML_20190416_023844_model_49	heat_fuel_cogeneration	2.136871161768706e+19	0.18888479700302382	0.052317921555482004
-4270	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_individual	2.12622019263044e+19	0.187943324171362	0.05205714936769861
-4271	GBM_grid_1_AutoML_20190416_023844_model_49	total_household_count_of_area_type	2.059615076754653e+19	0.18205588742896725	0.050426428110410024
-4272	GBM_grid_1_AutoML_20190416_023844_model_49	bathroom_count	9.025285671262093e+18	0.07977735309505574	0.02209698910317434
-4273	GBM_grid_1_AutoML_20190416_023844_model_49	heat_fuel_gas	3.717728364342018e+18	0.0328621762497787	0.0091022717892474
-4274	GBM_grid_1_AutoML_20190416_023844_model_49	room_count	2.349386968208507e+18	0.02076697409329567	0.005752103603872241
-4275	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_stairway	1.8249085143262167e+18	0.016130943242843348	0.004468000795116932
-4276	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_mixed	1.2527900083187876e+18	0.011073806911823717	0.003067258829327978
-4277	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_corridor	1.022465137165992e+18	0.009037892566083092	0.0025033446937057593
-4278	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_district	1.0131134471743734e+18	0.008955230022018432	0.0024804485550827962
-4279	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_central	9.823262969629245e+17	0.008683092668956033	0.0024050710714751174
-4280	XGBoost_grid_1_AutoML_20190416_020809_model_5	supply_area	5.802215042828825e+20	1.0	0.24278697890305997
-4281	XGBoost_grid_1_AutoML_20190416_020809_model_5	city	4.539904621710357e+20	0.7824433579588532	0.18996705904159553
-4282	XGBoost_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	3.962916807513043e+20	0.683000677889552	0.16582367117354632
-4283	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	1.4486755309641741e+20	0.24967629091145915	0.060618152374114706
-4284	XGBoost_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	1.3447171463626044e+20	0.2317592740766461	0.05626813398583517
-4285	XGBoost_grid_1_AutoML_20190416_020809_model_5	bathroom_count	1.031102301279963e+20	0.1777083913072717	0.04314528345121531
-4286	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	9.41485330624592e+19	0.16226308809222936	0.03939536494539345
-4287	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	9.39887960131759e+19	0.161987784526084	0.03932852482428779
-4288	XGBoost_grid_1_AutoML_20190416_020809_model_5	room_count	8.892377695256995e+19	0.15325832685652385	0.03720912616923313
-4289	XGBoost_grid_1_AutoML_20190416_020809_model_5	floor	6.1380214630362644e+19	0.10578755557539142	0.025683841023688845
-4290	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	4.7878968305273274e+19	0.08251843124023589	0.02003440062463676
-4291	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.466908044742309e+19	0.0769862545901867	0.01869126016901326
-4292	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.7830228073819144e+19	0.06519963116598883	0.015829621476384222
-4293	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	3.334731245919037e+19	0.05747341698478681	0.013953797276972204
-4294	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	3.302315883913596e+19	0.0569147447920782	0.013818158943107332
-4295	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	2.0635033896751202e+19	0.03556406259408605	0.008634491314737475
-4296	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	1.1899703185628987e+19	0.02050889720183032	0.004979293192265804
-4297	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_central	9.159868643280945e+18	0.01578684791181942	0.003832841110912718
-4298	DeepLearning_grid_1_AutoML_20190416_015849_model_1	city	1.0	1.0	0.11758106587815784
-4299	DeepLearning_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.58933025598526	0.58933025598526	0.06929407965299447
-4300	DeepLearning_grid_1_AutoML_20190416_015849_model_1	supply_area	0.5573058724403381	0.5573058724403381	0.06552861850169163
-4301	DeepLearning_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.5437310934066772	0.5437310934066772	0.0639324815138533
-4302	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.5327525734901428	0.5327525734901428	0.06264161544030261
-4303	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.4413248300552368	0.4413248300552368	0.05189144391639161
-4304	DeepLearning_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.43260762095451355	0.43260762095451355	0.05086646517884579
-4305	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.4302734434604645	0.4302734434604645	0.050592010101146695
-4306	DeepLearning_grid_1_AutoML_20190416_015849_model_1	floor	0.4301404356956482	0.4301404356956482	0.05057637090638952
-4307	DeepLearning_grid_1_AutoML_20190416_015849_model_1	room_count	0.42886799573898315	0.42886799573898315	0.05042675606001889
-4308	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.4197019636631012	0.4197019636631012	0.049349004238663306
-4309	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.40755409002304077	0.40755409002304077	0.047920644307911826
-4310	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.4042295813560486	0.4042295813560486	0.04752974503532571
-4311	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.4011259377002716	0.4011259377002716	0.04716481530617347
-4312	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.38356807827949524	0.38356807827949524	0.045100343480939734
-4313	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.3733125627040863	0.3733125627040863	0.043894489028453096
-4314	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.3719974756240845	0.3719974756240845	0.04373985968786389
-4315	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.3569468557834625	0.3569468557834625	0.04197019176487661
-4316	DeepLearning_1_AutoML_20190416_023844	city	1.0	1.0	0.10332069274890494
-4317	DeepLearning_1_AutoML_20190416_023844	heat_fuel_cogeneration	0.7930517196655273	0.7930517196655273	0.08193865306155264
-4318	DeepLearning_1_AutoML_20190416_023844	heat_type_individual	0.6370053291320801	0.6370053291320801	0.06581583189067071
-4319	DeepLearning_1_AutoML_20190416_023844	exclusive_use_area	0.6188764572143555	0.6188764572143555	0.06394274428537523
-4320	DeepLearning_1_AutoML_20190416_023844	heat_type_central	0.6184930801391602	0.6184930801391602	0.063903133500382
-4321	DeepLearning_1_AutoML_20190416_023844	front_door_structure_mixed	0.5748672485351562	0.5748672485351562	0.05939568235730925
-4322	DeepLearning_1_AutoML_20190416_023844	front_door_structure_stairway	0.5698676109313965	0.5698676109313965	0.058879116336595316
-4323	DeepLearning_1_AutoML_20190416_023844	total_parking_capacity_in_site	0.5647246241569519	0.5647246241569519	0.05834773938026125
-4324	DeepLearning_1_AutoML_20190416_023844	heat_type_district	0.5646592974662781	0.5646592974662781	0.05834098978132583
-4325	DeepLearning_1_AutoML_20190416_023844	room_count	0.5013153553009033	0.5013153553009033	0.051796249795352745
-4326	DeepLearning_1_AutoML_20190416_023844	front_door_structure_corridor	0.47325196862220764	0.47325196862220764	0.04889672124282952
-4327	DeepLearning_1_AutoML_20190416_023844	supply_area	0.45889517664909363	0.45889517664909363	0.04741336755051546
-4328	DeepLearning_1_AutoML_20190416_023844	heat_fuel_gas	0.4563775360584259	0.4563775360584259	0.047153243180594905
-4329	DeepLearning_1_AutoML_20190416_023844	floor	0.4278700351715088	0.4278700351715088	0.04420782844041861
-4330	DeepLearning_1_AutoML_20190416_023844	apartment_building_count_in_sites	0.39445048570632935	0.39445048570632935	0.040754897438319976
-4331	DeepLearning_1_AutoML_20190416_023844	bathroom_count	0.372813880443573	0.372813880443573	0.03851938839383739
-4332	DeepLearning_1_AutoML_20190416_023844	total_household_count_in_sites	0.34866249561309814	0.34866249561309814	0.03602405058230733
-4333	DeepLearning_1_AutoML_20190416_023844	total_household_count_of_area_type	0.3034210205078125	0.3034210205078125	0.03134967003344688
-4334	GBM_grid_1_AutoML_20190416_023844_model_18	city	5.822819626850556e+19	1.0	0.1792107686681506
-4335	GBM_grid_1_AutoML_20190416_023844_model_18	exclusive_use_area	5.505114862395379e+19	0.9454379862652524	0.1694326682466643
-4336	GBM_grid_1_AutoML_20190416_023844_model_18	bathroom_count	4.986973966047799e+19	0.8564534513574055	0.15348568134625118
-4337	GBM_grid_1_AutoML_20190416_023844_model_18	supply_area	3.4897166457517375e+19	0.5993173186508705	0.10740411735155746
-4338	GBM_grid_1_AutoML_20190416_023844_model_18	heat_fuel_gas	2.2416636358911066e+19	0.38497906161375917	0.0689923935529451
-4339	GBM_grid_1_AutoML_20190416_023844_model_18	total_household_count_in_sites	2.16393080263525e+19	0.3716293722472176	0.06659998546008615
-4340	GBM_grid_1_AutoML_20190416_023844_model_18	room_count	1.4875445644297765e+19	0.25546808243386354	0.04578263142315115
-4341	GBM_grid_1_AutoML_20190416_023844_model_18	apartment_building_count_in_sites	1.3382978456359272e+19	0.2298367339878919	0.04118921776614736
-4342	GBM_grid_1_AutoML_20190416_023844_model_18	total_parking_capacity_in_site	1.1955242816482836e+19	0.20531707287229128	0.03679503045013802
-4343	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_individual	1.1745781453344997e+19	0.2017198231451667	0.036150364561448725
-4344	GBM_grid_1_AutoML_20190416_023844_model_18	total_household_count_of_area_type	9.645986923176526e+18	0.165658350100634	0.02968776025783223
-4345	GBM_grid_1_AutoML_20190416_023844_model_18	floor	9.582177865370173e+18	0.1645625054429683	0.02949137309439107
-4346	GBM_grid_1_AutoML_20190416_023844_model_18	heat_fuel_cogeneration	6.838035986220319e+18	0.11743513322460362	0.02104564049382789
-4347	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_district	1.966256094196007e+18	0.033768109270104846	0.006051608818765591
-4348	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_stairway	8.751467281210409e+17	0.015029603941113145	0.0026934668750647527
-4349	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_mixed	6.966435579722465e+17	0.011964024349300457	0.0021440820000026054
-4350	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_corridor	6.567332787488031e+17	0.01127861278272184	0.0020212488663020104
-4351	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_central	5.919816645995397e+17	0.010166580841174543	0.0018219607672737832
-4352	DeepLearning_1_AutoML_20190416_022142	front_door_structure_corridor	1.0	1.0	0.08844959273340779
-4353	DeepLearning_1_AutoML_20190416_022142	city	0.991906464099884	0.991906464099884	0.08773372277926932
-4354	DeepLearning_1_AutoML_20190416_022142	total_household_count_in_sites	0.8195791840553284	0.8195791840553284	0.07249144504247246
-4355	DeepLearning_1_AutoML_20190416_022142	total_parking_capacity_in_site	0.681094765663147	0.681094765663147	0.06024255463576116
-4356	DeepLearning_1_AutoML_20190416_022142	supply_area	0.6678781509399414	0.6678781509399414	0.05907355044617927
-4357	DeepLearning_1_AutoML_20190416_022142	heat_type_individual	0.6545435786247253	0.6545435786247253	0.05789411295562424
-4358	DeepLearning_1_AutoML_20190416_022142	exclusive_use_area	0.6408418416976929	0.6408418416976929	0.05668219990468792
-4359	DeepLearning_1_AutoML_20190416_022142	front_door_structure_stairway	0.6393377184867859	0.6393377184867859	0.05654916081926233
-4360	DeepLearning_1_AutoML_20190416_022142	heat_type_district	0.6225718855857849	0.6225718855857849	0.055066229727332425
-4361	DeepLearning_1_AutoML_20190416_022142	heat_fuel_gas	0.5659670233726501	0.5659670233726501	0.050059552717849995
-4362	DeepLearning_1_AutoML_20190416_022142	heat_fuel_cogeneration	0.5513453483581543	0.5513453483581543	0.04876627151773759
-4363	DeepLearning_1_AutoML_20190416_022142	front_door_structure_mixed	0.5324188470840454	0.5324188470840454	0.047092230188174336
-4364	DeepLearning_1_AutoML_20190416_022142	room_count	0.5246550440788269	0.5246550440788269	0.04640552497430035
-4365	DeepLearning_1_AutoML_20190416_022142	heat_type_central	0.5175450444221497	0.5175450444221497	0.04577664840033258
-4366	DeepLearning_1_AutoML_20190416_022142	apartment_building_count_in_sites	0.5026760697364807	0.5026760697364807	0.04446149364502181
-4367	DeepLearning_1_AutoML_20190416_022142	bathroom_count	0.4976527690887451	0.4976527690887451	0.04401718474855214
-4368	DeepLearning_1_AutoML_20190416_022142	floor	0.45715445280075073	0.45715445280075073	0.040435125166490296
-4369	DeepLearning_1_AutoML_20190416_022142	total_household_count_of_area_type	0.4387063682079315	0.4387063682079315	0.03880339959754398
-4370	DeepLearning_grid_1_AutoML_20190416_021340_model_1	city	1.0	1.0	0.08918527340714033
-4371	DeepLearning_grid_1_AutoML_20190416_021340_model_1	supply_area	0.7942850589752197	0.7942850589752197	0.07083853014791155
-4372	DeepLearning_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.7561497092247009	0.7561497092247009	0.06743741855393462
-4373	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.6545669436454773	0.6545669436454773	0.058377731832298115
-4374	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.6474379897117615	0.6474379897117615	0.05774193412661276
-4375	DeepLearning_grid_1_AutoML_20190416_021340_model_1	room_count	0.6446866989135742	0.6446866989135742	0.05749655950455388
-4376	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.6326169967651367	0.6326169967651367	0.05642011981850273
-4377	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.6300554275512695	0.6300554275512695	0.056191665567812674
-4378	DeepLearning_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.5991654992103577	0.5991654992103577	0.05343673886320147
-4379	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.5937755107879639	0.5937755107879639	0.05295603127208896
-4380	DeepLearning_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.5841841101646423	0.5841841101646423	0.05210061958514062
-4381	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.5584558844566345	0.5584558844566345	0.04980604074109132
-4382	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.5520678758621216	0.5520678758621216	0.04923632444806252
-4383	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.5382525324821472	0.5382525324821472	0.04800419927150598
-4384	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.5320796370506287	0.5320796370506287	0.047453667904732315
-4385	DeepLearning_grid_1_AutoML_20190416_021340_model_1	floor	0.5130593776702881	0.5130593776702881	0.045757340871621914
-4386	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.5111504197120667	0.5111504197120667	0.0455870899341952
-4387	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.47062382102012634	0.47062382102012634	0.04197271414959305
-4388	DeepLearning_grid_1_AutoML_20190416_020809_model_3	city	1.0	1.0	0.1144964082068361
-4389	DeepLearning_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	0.5743646025657654	0.5743646025657654	0.06576268399492705
-4390	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	0.5626169443130493	0.5626169443130493	0.06441761932014967
-4391	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	0.49234214425086975	0.49234214425086975	0.05637140712557656
-4392	DeepLearning_grid_1_AutoML_20190416_020809_model_3	supply_area	0.48573926091194153	0.48573926091194153	0.05561540069946052
-4393	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	0.4781739413738251	0.4781739413738251	0.05474919878540919
-4394	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	0.47582191228866577	0.47582191228866577	0.054479899903160434
-4395	DeepLearning_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	0.4524413049221039	0.4524413049221039	0.0518029043379948
-4396	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	0.4489237070083618	0.4489237070083618	0.05140015201135548
-4397	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	0.44274869561195374	0.44274869561195374	0.05069313538583047
-4398	DeepLearning_grid_1_AutoML_20190416_020809_model_3	room_count	0.44213664531707764	0.44213664531707764	0.05062305782542523
-4399	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	0.43108484148979187	0.43108484148979187	0.049357665982994445
-4400	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_district	0.4309975504875183	0.4309975504875183	0.049347671476765345
-4401	DeepLearning_grid_1_AutoML_20190416_020809_model_3	floor	0.4294818341732025	0.4294818341732025	0.049174127402915685
-4402	DeepLearning_grid_1_AutoML_20190416_020809_model_3	bathroom_count	0.42389464378356934	0.42389464378356934	0.04853441417133493
-4403	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_central	0.4101783037185669	0.4101783037185669	0.04696394250014863
-4404	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	0.40423399209976196	0.40423399209976196	0.0462833401705333
-4405	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.3487181067466736	0.3487181067466736	0.039926970699182183
-4406	DeepLearning_grid_1_AutoML_20190416_022142_model_3	city	1.0	1.0	0.1236076967076471
-4407	DeepLearning_grid_1_AutoML_20190416_022142_model_3	supply_area	0.6165990829467773	0.6165990829467773	0.07621639243509859
-4408	DeepLearning_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	0.5657739043235779	0.5657739043235779	0.06993400917073016
-4409	DeepLearning_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	0.5511902570724487	0.5511902570724487	0.06813135812442128
-4410	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	0.49708834290504456	0.49708834290504456	0.061443945126713626
-4411	DeepLearning_grid_1_AutoML_20190416_022142_model_3	room_count	0.4505871534347534	0.4505871534347534	0.05569604020212505
-4412	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	0.4303859770298004	0.4303859770298004	0.05319901931592394
-4413	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	0.42149829864501953	0.42149829864501953	0.052100433861702836
-4414	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_district	0.407175749540329	0.407175749540329	0.05033005655588986
-4415	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	0.4013204276561737	0.4013204276561737	0.049606293704307546
-4416	DeepLearning_grid_1_AutoML_20190416_022142_model_3	bathroom_count	0.3815307915210724	0.3815307915210724	0.04716014236296525
-4417	DeepLearning_grid_1_AutoML_20190416_022142_model_3	floor	0.3796623647212982	0.3796623647212982	0.04692919042977833
-4418	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	0.3742296099662781	0.3742296099662781	0.04625766012773277
-4419	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	0.3414705991744995	0.3414705991744995	0.04220839425734006
-4420	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	0.34087449312210083	0.34087449312210083	0.042134710961209576
-4421	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_central	0.3328966200351715	0.3328966200351715	0.041148584444308314
-4422	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	0.32656076550483704	0.32656076550483704	0.04036542405913896
-4423	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	0.2712666690349579	0.2712666690349579	0.03353064815296676
-4424	DeepLearning_grid_1_AutoML_20190416_015849_model_4	city	1.0	1.0	0.11456030938983702
-4425	DeepLearning_grid_1_AutoML_20190416_015849_model_4	supply_area	0.5479498505592346	0.5479498505592346	0.06277330441018088
-4426	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	0.517829418182373	0.517829418182373	0.059322698358131955
-4427	DeepLearning_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	0.5146306157112122	0.5146306157112122	0.05895624255735879
-4428	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	0.5035648345947266	0.5035648345947266	0.057688543249013985
-4429	DeepLearning_grid_1_AutoML_20190416_015849_model_4	bathroom_count	0.49091455340385437	0.49091455340385437	0.056239323121919226
-4430	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	0.4849349558353424	0.4849349558353424	0.05555429857444378
-4431	DeepLearning_grid_1_AutoML_20190416_015849_model_4	floor	0.47748738527297974	0.47748738527297974	0.05470110258661687
-4432	DeepLearning_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	0.4491879343986511	0.4491879343986511	0.05145910873889129
-4433	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_district	0.43740376830101013	0.43740376830101013	0.05010911102484431
-4434	DeepLearning_grid_1_AutoML_20190416_015849_model_4	room_count	0.42859286069869995	0.42859286069869995	0.04909973072391839
-4435	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	0.421460896730423	0.421460896730423	0.04828269072515541
-4436	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_central	0.41904228925704956	0.41904228925704956	0.04800561430471318
-4437	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	0.4162117838859558	0.4162117838859558	0.04768135073367108
-4438	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	0.41460445523262024	0.41460445523262024	0.04749721466585381
-4439	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	0.41138172149658203	0.41138172149658203	0.047128017291972205
-4440	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	0.39901843667030334	0.39901843667030334	0.045711675557199044
-4441	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	0.3948109447956085	0.3948109447956085	0.04522966398627878
-4442	DeepLearning_grid_1_AutoML_20190416_015849_model_2	city	1.0	1.0	0.10054497828916853
-4443	DeepLearning_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	0.6759928464889526	0.6759928464889526	0.06796768607386497
-4444	DeepLearning_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	0.6548359394073486	0.6548359394073486	0.06584046531067915
-4445	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	0.5983142256736755	0.5983142256736755	0.06015749083046038
-4446	DeepLearning_grid_1_AutoML_20190416_015849_model_2	room_count	0.5966219305992126	0.5966219305992126	0.059987339058939645
-4447	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	0.5670989751815796	0.5670989751815796	0.05701895414744164
-4448	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_district	0.5425782203674316	0.5425782203674316	0.05455351538701911
-4449	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	0.541207492351532	0.541207492351532	0.054415695568420124
-4450	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	0.5209740400314331	0.5209740400314331	0.052381323544180854
-4451	DeepLearning_grid_1_AutoML_20190416_015849_model_2	supply_area	0.5028508305549622	0.5028508305549622	0.050559125840839034
-4452	DeepLearning_grid_1_AutoML_20190416_015849_model_2	floor	0.4965813457965851	0.4965813457965851	0.04992876063192374
-4453	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	0.49326959252357483	0.49326959252357483	0.049595780470989836
-4454	DeepLearning_grid_1_AutoML_20190416_015849_model_2	bathroom_count	0.48635435104370117	0.48635435104370117	0.04890048766653158
-4455	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	0.4859231412410736	0.4859231412410736	0.048857131686288316
-4456	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	0.4746173620223999	0.4746173620223999	0.04772039236020464
-4457	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	0.4688268303871155	0.4688268303871155	0.04713818348265222
-4458	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_central	0.4391572177410126	0.4391572177410126	0.04415505292330176
-4459	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	0.40059322118759155	0.40059322118759155	0.04027763672709448
-4460	DeepLearning_grid_1_AutoML_20190416_022142_model_7	city	1.0	1.0	0.12187252039885602
-4461	DeepLearning_grid_1_AutoML_20190416_022142_model_7	supply_area	0.5234265923500061	0.5234265923500061	0.0637913180534798
-4462	DeepLearning_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	0.4799592196941376	0.4799592196941376	0.058493839792792796
-4463	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	0.45837950706481934	0.45837950706481934	0.05586386582517476
-4464	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	0.4406982362270355	0.4406982362270355	0.05370900478431925
-4465	DeepLearning_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	0.43895435333251953	0.43895435333251953	0.05349647338068414
-4466	DeepLearning_grid_1_AutoML_20190416_022142_model_7	room_count	0.42479783296585083	0.42479783296585083	0.051771182563520486
-4467	DeepLearning_grid_1_AutoML_20190416_022142_model_7	floor	0.42001962661743164	0.42001962661743164	0.051188850512852824
-4468	DeepLearning_grid_1_AutoML_20190416_022142_model_7	bathroom_count	0.4179809093475342	0.4179809093475342	0.050940386900789746
-4469	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	0.41634052991867065	0.41634052991867065	0.050740469725383715
-4470	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	0.4120415449142456	0.4120415449142456	0.05021654158773754
-4471	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	0.41193222999572754	0.41193222999572754	0.05020321910310055
-4472	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	0.41166141629219055	0.41166141629219055	0.05017021435449195
-4473	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_district	0.4002711772918701	0.4002711772918701	0.048782057219577554
-4474	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	0.3998446464538574	0.3998446464538574	0.04873007483132111
-4475	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	0.3922102153301239	0.3922102153301239	0.04779964746846024
-4476	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_central	0.3897724449634552	0.3897724449634552	0.04750255024972068
-4477	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	0.3670046627521515	0.3670046627521515	0.04472778324773685
-4478	DeepLearning_grid_1_AutoML_20190416_020809_model_2	city	1.0	1.0	0.07829448261353092
-4479	DeepLearning_grid_1_AutoML_20190416_020809_model_2	supply_area	0.8004454970359802	0.8004454970359802	0.06267046605076267
-4480	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	0.7461232542991638	0.7461232542991638	0.058417334161276986
-4481	DeepLearning_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	0.7327424883842468	0.7327424883842468	0.05736969401699579
-4482	DeepLearning_grid_1_AutoML_20190416_020809_model_2	bathroom_count	0.7218878865242004	0.7218878865242004	0.05651983858038759
-4483	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	0.7135211229324341	0.7135211229324341	0.055864767153820515
-4484	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	0.7049736380577087	0.7049736380577087	0.055195546247906915
-4485	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	0.6997419595718384	0.6997419595718384	0.05478593468765535
-4486	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_district	0.6938195824623108	0.6938195824623108	0.05432224523602267
-4487	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_central	0.6920918822288513	0.6920918822288513	0.054186975840132684
-4488	DeepLearning_grid_1_AutoML_20190416_020809_model_2	room_count	0.6832367777824402	0.6832367777824402	0.053493670019012146
-4489	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	0.6743483543395996	0.6743483543395996	0.05279775550430497
-4490	DeepLearning_grid_1_AutoML_20190416_020809_model_2	floor	0.6739465594291687	0.6739465594291687	0.05276629717967603
-4491	DeepLearning_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	0.6666306853294373	0.6666306853294373	0.05219350460217183
-4492	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	0.6602783203125	0.6602783203125	0.051696149469798426
-4493	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	0.6555473208427429	0.6555473208427429	0.051325738314068906
-4494	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	0.6424811482429504	0.6424811482429504	0.050302729090629064
-4495	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	0.6104755997657776	0.6104755997657776	0.04779687123184653
-4496	GBM_grid_1_AutoML_20190416_022142_model_27	supply_area	1.6457111812551213e+20	1.0	0.4069848624448651
-4497	GBM_grid_1_AutoML_20190416_022142_model_27	city	6.7456779990476e+19	0.40989440163509905	0.16682081666638107
-4498	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_in_sites	2.6331665212909814e+19	0.1600017397513679	0.06511828604364955
-4499	GBM_grid_1_AutoML_20190416_022142_model_27	exclusive_use_area	2.406948161141185e+19	0.1462558065204064	0.0595238992984704
-4500	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_gas	1.9101929858561737e+19	0.11607097330403639	0.04723912910398485
-4501	GBM_grid_1_AutoML_20190416_022142_model_27	apartment_building_count_in_sites	1.8803990794736763e+19	0.11426057627192929	0.046502324916902156
-4502	GBM_grid_1_AutoML_20190416_022142_model_27	total_parking_capacity_in_site	1.7499940317380477e+19	0.10633664349314281	0.043277404224905384
-4503	GBM_grid_1_AutoML_20190416_022142_model_27	floor	1.7259071404595216e+19	0.10487302754686505	0.04268173469033742
-4504	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_of_area_type	1.1880487020910346e+19	0.0721905955080742	0.02938047958266648
-4505	GBM_grid_1_AutoML_20190416_022142_model_27	bathroom_count	1.0834442444569838e+19	0.0658344098768705	0.026793608247877007
-4506	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_corridor	9.022657288715895e+18	0.054825277919268056	0.022313058192474807
-4507	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_individual	4.926272238052704e+18	0.02993400235815147	0.012182685832156544
-4508	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_district	3.305204795739996e+18	0.02008374758211974	0.008173781247086393
-4509	GBM_grid_1_AutoML_20190416_022142_model_27	room_count	3.2217686307441213e+18	0.01957675603982347	0.007967443363984236
-4510	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_stairway	2.6599319328459325e+18	0.016162811331313334	0.006578019546396864
-4511	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_cogeneration	1.3686187479416177e+18	0.008316275440857272	0.0033845982163509068
-4512	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_central	1.0915508887129948e+18	0.006632700203692549	0.0026994085800378406
-4513	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_mixed	9.617698962895012e+17	0.005844098935731821	0.0023784598014729976
-4514	DeepLearning_grid_1_AutoML_20190416_022142_model_8	city	1.0	1.0	0.08653073932057859
-4515	DeepLearning_grid_1_AutoML_20190416_022142_model_8	supply_area	0.7816334962844849	0.7816334962844849	0.0676353243112252
-4516	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	0.720283567905426	0.720283567905426	0.06232666965132068
-4517	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	0.7091841101646423	0.7091841101646423	0.06136622536695315
-4518	DeepLearning_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	0.6902735829353333	0.6902735829353333	0.0597298834648591
-4519	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	0.6834458708763123	0.6834458708763123	0.059139076492523986
-4520	DeepLearning_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	0.6667314767837524	0.6667314767837524	0.057692767614399273
-4521	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_central	0.634003221988678	0.634003221988678	0.05486076753030921
-4522	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_district	0.6183121800422668	0.6183121800422668	0.05350301006997604
-4523	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	0.6107695698738098	0.6107695698738098	0.052850342435692546
-4524	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	0.6034960150718689	0.6034960150718689	0.05222095636119185
-4525	DeepLearning_grid_1_AutoML_20190416_022142_model_8	room_count	0.590370237827301	0.590370237827301	0.051085173152062166
-4526	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	0.5893405675888062	0.5893405675888062	0.05099607502506881
-4527	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	0.5600786805152893	0.5600786805152893	0.04846402230268212
-4528	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	0.5449427962303162	0.5449427962303162	0.04715430304523266
-4529	DeepLearning_grid_1_AutoML_20190416_022142_model_8	bathroom_count	0.531575083732605	0.531575083732605	0.04599758499978077
-4530	DeepLearning_grid_1_AutoML_20190416_022142_model_8	floor	0.5182660222053528	0.5182660222053528	0.044845942066164574
-4531	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	0.5038803219795227	0.5038803219795227	0.04360113678997928
-4532	GBM_grid_1_AutoML_20190416_023844_model_21	supply_area	4.084165320324646e+21	1.0	0.351535646075741
-4533	GBM_grid_1_AutoML_20190416_023844_model_21	city	2.804820455828115e+21	0.6867548778865696	0.24141881969352186
-4534	GBM_grid_1_AutoML_20190416_023844_model_21	exclusive_use_area	2.2203127561529988e+21	0.5436392951832097	0.1911085908643901
-4535	GBM_grid_1_AutoML_20190416_023844_model_21	heat_fuel_cogeneration	5.894164121627174e+20	0.1443174714866501	0.05073273557907688
-4536	GBM_grid_1_AutoML_20190416_023844_model_21	apartment_building_count_in_sites	5.524894988618139e+20	0.1352759879998925	0.04755433184007639
-4537	GBM_grid_1_AutoML_20190416_023844_model_21	total_parking_capacity_in_site	3.085969554884484e+20	0.07555936924314277	0.026561811683963668
-4538	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_district	2.9320940460693258e+20	0.07179175709361972	0.02523736171281827
-4539	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_individual	2.1155397126000843e+20	0.05179858175848578	0.01820904790427639
-4540	GBM_grid_1_AutoML_20190416_023844_model_21	total_household_count_in_sites	1.5549970739170902e+20	0.03807380338349	0.013384299070975889
-4541	GBM_grid_1_AutoML_20190416_023844_model_21	floor	1.283579989772678e+20	0.031428208436739956	0.011048135557812434
-4542	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_stairway	8.711712101845959e+19	0.02133045902547714	0.007498416694613227
-4543	GBM_grid_1_AutoML_20190416_023844_model_21	bathroom_count	8.08107005535364e+19	0.019786344140230065	0.006955605270812727
-4544	GBM_grid_1_AutoML_20190416_023844_model_21	total_household_count_of_area_type	5.4805495736076075e+19	0.013419019906794479	0.004717263832638227
-4545	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_corridor	4.483347502796164e+19	0.01097738987323801	0.0038589438413140203
-4546	GBM_grid_1_AutoML_20190416_023844_model_21	room_count	1.9051795976625848e+18	0.00046647954924389397	0.00016398418972457272
-4547	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_central	1.743429273869353e+17	4.2687529449243e-05	1.5006188244316858e-05
-4548	GBM_grid_1_AutoML_20190416_023844_model_21	heat_fuel_gas	0.0	0.0	0.0
-4549	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_mixed	0.0	0.0	0.0
-4550	GBM_grid_1_AutoML_20190416_021340_model_1	supply_area	6.259222670459594e+21	1.0	0.2339894731212298
-4551	GBM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	4.643045427057699e+21	0.7417926588505239	0.17357167340963026
-4552	GBM_grid_1_AutoML_20190416_021340_model_1	city	4.574851640025078e+21	0.7308977297797846	0.17102237469667478
-4553	GBM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.7031393596691175e+21	0.27210077821757084	0.063668717731006
-4554	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	1.518162589961664e+21	0.24254810379675953	0.05675370301395712
-4555	GBM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.5083780975587366e+21	0.2409848917306502	0.05638792784623145
-4556	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	9.827165416771688e+20	0.15700296880555156	0.03673704194927989
-4557	GBM_grid_1_AutoML_20190416_021340_model_1	room_count	9.027959441648286e+20	0.14423451468272167	0.033749358096506324
-4558	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	8.203741600094376e+20	0.13106646035796013	0.03066817200302364
-4559	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	7.951506243964423e+20	0.1270366411709806	0.02972523673468848
-4560	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	6.972286465922931e+20	0.11139221007152601	0.02606460454444572
-4561	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	6.794996637091957e+20	0.10855975246193028	0.025401839280738196
-4562	GBM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	5.551550668912638e+20	0.08869393151825682	0.02075344630500735
-4563	GBM_grid_1_AutoML_20190416_021340_model_1	floor	4.867414830862041e+20	0.0777638867815617	0.018195930895876587
-4564	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	2.7777384464970154e+20	0.04437832927092615	0.01038406188410446
-4565	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	2.6088457199087623e+20	0.04168002733344528	0.009752687635431318
-4566	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	7.203409527541911e+19	0.011508473027391096	0.002692861540109127
-4567	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	1.2863797861816467e+19	0.002055174985629952	0.00048088931205948353
-4568	GBM_grid_1_AutoML_20190416_023844_model_35	supply_area	1.4087618515010218e+20	1.0	0.3429403516818179
-4569	GBM_grid_1_AutoML_20190416_023844_model_35	city	5.970112403530685e+19	0.42378436051271473	0.1453327576314847
-4570	GBM_grid_1_AutoML_20190416_023844_model_35	heat_fuel_cogeneration	4.3710187560746615e+19	0.3102737876822392	0.1064054018653968
-4571	GBM_grid_1_AutoML_20190416_023844_model_35	exclusive_use_area	3.846350279095301e+19	0.2730305533896345	0.09363319399932263
-4572	GBM_grid_1_AutoML_20190416_023844_model_35	apartment_building_count_in_sites	3.3470895367129137e+19	0.23759086982278965	0.0814794964534165
-4573	GBM_grid_1_AutoML_20190416_023844_model_35	total_parking_capacity_in_site	2.4803698093045318e+19	0.17606736061611283	0.06038060256937919
-4574	GBM_grid_1_AutoML_20190416_023844_model_35	floor	1.8667880051311116e+19	0.13251267438439418	0.04544394315568236
-4575	GBM_grid_1_AutoML_20190416_023844_model_35	total_household_count_in_sites	1.531376925324555e+19	0.10870374745688124	0.03727890138199438
-4576	GBM_grid_1_AutoML_20190416_023844_model_35	total_household_count_of_area_type	1.2082073681770054e+19	0.08576377667308867	0.029411859733829922
-4577	GBM_grid_1_AutoML_20190416_023844_model_35	bathroom_count	6.055396462743781e+18	0.042983819133743696	0.014740886050353718
-4578	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_individual	4.626000560309404e+18	0.032837349729341735	0.011261252264479302
-4579	GBM_grid_1_AutoML_20190416_023844_model_35	room_count	3.748186210820948e+18	0.02660624438990375	0.009124354808005988
-4580	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_stairway	2.7569385452297257e+18	0.019569940386249353	0.006711322238452565
-4581	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_district	2.4502784300511396e+18	0.017393134456618	0.005964807647401723
-4582	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_corridor	1.544445225752068e+18	0.010963139185707486	0.003759702807883244
-4583	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_central	1.3508393700425728e+18	0.009588841212609972	0.0032884005776735734
-4584	GBM_grid_1_AutoML_20190416_023844_model_35	heat_fuel_gas	1.031744328109654e+18	0.007323766802815825	0.002511615162993282
-4585	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_mixed	1.3603282412896256e+17	0.0009656197318519162	0.0003311499704321989
-4586	DeepLearning_grid_1_AutoML_20190416_022142_model_2	city	1.0	1.0	0.08891953877244116
-4587	DeepLearning_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	0.7617546319961548	0.7617546319961548	0.06773487053486874
-4588	DeepLearning_grid_1_AutoML_20190416_022142_model_2	supply_area	0.716713011264801	0.716713011264801	0.06372979039387353
-4589	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	0.6997832655906677	0.6997832655906677	0.06222440521699487
-4590	DeepLearning_grid_1_AutoML_20190416_022142_model_2	room_count	0.6537584066390991	0.6537584066390991	0.05813189598695473
-4591	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_district	0.6507220268249512	0.6507220268249512	0.05786190249434274
-4592	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_central	0.6184461712837219	0.6184461712837219	0.054991948306130696
-4593	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	0.6150886416435242	0.6150886416435242	0.054693398319109514
-4594	DeepLearning_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	0.6088087558746338	0.6088087558746338	0.054134993772996166
-4595	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	0.6078846454620361	0.6078846454620361	0.05405282230133317
-4596	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.5862647294998169	0.5862647294998169	0.0521303893456737
-4597	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	0.5768054723739624	0.5768054723739624	0.051289276564912785
-4598	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	0.575649619102478	0.575649619102478	0.05118649862512378
-4599	DeepLearning_grid_1_AutoML_20190416_022142_model_2	bathroom_count	0.5557887554168701	0.5557887554168701	0.049420479786577196
-4600	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	0.5514543652534485	0.5514543652534485	0.04903506781238594
-4601	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	0.5187876224517822	0.5187876224517822	0.04613035610926382
-4602	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	0.4748464822769165	0.4748464822769165	0.04222313019177957
-4603	DeepLearning_grid_1_AutoML_20190416_022142_model_2	floor	0.47356560826301575	0.47356560826301575	0.04210923546523791
-4604	DeepLearning_grid_1_AutoML_20190416_021340_model_3	city	1.0	1.0	0.1335516535514905
-4605	DeepLearning_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	0.4591478109359741	0.4591478109359741	0.061319949375046486
-4606	DeepLearning_grid_1_AutoML_20190416_021340_model_3	supply_area	0.4443511366844177	0.4443511366844177	0.05934382906168837
-4607	DeepLearning_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	0.4417937099933624	0.4417937099933624	0.059002280498261214
-4608	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	0.43354275822639465	0.43354275822639465	0.057900352246409076
-4609	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	0.3886672854423523	0.3886672854423523	0.051907158652195313
-4610	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	0.3877770006656647	0.3877770006656647	0.05178825964813696
-4611	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	0.37823286652565	0.37823286652565	0.05051362475202077
-4612	DeepLearning_grid_1_AutoML_20190416_021340_model_3	room_count	0.3764110505580902	0.3764110505580902	0.05027031821708665
-4613	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	0.37468039989471436	0.37468039989471436	0.05003918695927282
-4614	DeepLearning_grid_1_AutoML_20190416_021340_model_3	bathroom_count	0.37269484996795654	0.37269484996795654	0.04977401348334527
-4615	DeepLearning_grid_1_AutoML_20190416_021340_model_3	floor	0.3716200590133667	0.3716200590133667	0.04963047337413761
-4616	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	0.36979037523269653	0.36979037523269653	0.04938611607975277
-4617	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_district	0.36421439051628113	0.36421439051628113	0.048641434100697656
-4618	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_central	0.3620169758796692	0.3620169758796692	0.04834796574243988
-4619	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	0.34027203917503357	0.34027203917503357	0.04544389348916329
-4620	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.33903953433036804	0.33903953433036804	0.04527929042914799
-4621	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	0.28348731994628906	0.28348731994628906	0.03786020033970735
-4622	GBM_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	8.726815873174392e+19	1.0	0.2509238849098573
-4623	GBM_grid_1_AutoML_20190416_015849_model_2	supply_area	4.946622768917722e+19	0.5668301979560824	0.14223123535536364
-4624	GBM_grid_1_AutoML_20190416_015849_model_2	city	4.7952033051962245e+19	0.5494791427806259	0.13787744118345283
-4625	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_district	4.0288955975851835e+19	0.46166845458143796	0.11584364216390441
-4626	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	2.5822868406179725e+19	0.29590252368630093	0.0742490107979977
-4627	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.074752273236571e+19	0.23774447672423238	0.059655767715505535
-4628	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.8137000653048775e+19	0.20783067864191587	0.05214968128828164
-4629	GBM_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	1.691448885849673e+19	0.19382199767146066	0.04863456863671223
-4630	GBM_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	1.2190242536199029e+19	0.1396871747193723	0.03505084855266691
-4631	GBM_grid_1_AutoML_20190416_015849_model_2	floor	7.946243101704585e+18	0.09105546876645775	0.02284799196516775
-4632	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_central	5.38582246873052e+18	0.06171577981020721	0.01548596323021853
-4633	GBM_grid_1_AutoML_20190416_015849_model_2	bathroom_count	3.8853725514964664e+18	0.04452222446264535	0.011171689526995656
-4634	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	3.5024912666234716e+18	0.040134813401871805	0.010070783298929879
-4635	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	2.571031469937918e+18	0.029461277828045907	0.007392538287021922
-4636	GBM_grid_1_AutoML_20190416_015849_model_2	room_count	2.2370435430067732e+18	0.025634132489070673	0.006432216110451603
-4637	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	1.424085948466987e+18	0.01631850573179303	0.004094702854145281
-4638	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	1.0965776497167565e+18	0.01256561001920022	0.0031530116822799455
-4639	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	9.512062696061665e+17	0.01089980908764337	0.002735022441047242
-4640	GBM_grid_1_AutoML_20190416_021340_model_19	city	5.584904222199828e+19	1.0	0.18242653092121383
-4641	GBM_grid_1_AutoML_20190416_021340_model_19	exclusive_use_area	4.62542683514203e+19	0.8282016398340541	0.1510859520581871
-4642	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_in_sites	3.0608908381470065e+19	0.5480650547201967	0.09998160665175072
-4643	GBM_grid_1_AutoML_20190416_021340_model_19	bathroom_count	2.8969211089014227e+19	0.5187056023962323	0.09462566361454311
-4644	GBM_grid_1_AutoML_20190416_021340_model_19	supply_area	2.7364214383531e+19	0.4899674783098171	0.08938306733227501
-4645	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_gas	2.483239534653027e+19	0.4446342203653599	0.08111307835011113
-4646	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_of_area_type	2.36451844722996e+19	0.4233767228865036	0.07723514682897692
-4647	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_corridor	1.8122271595283087e+19	0.32448670333946994	0.059194983620280556
-4648	GBM_grid_1_AutoML_20190416_021340_model_19	floor	1.2443681065913025e+19	0.22280921159667813	0.04064631152887268
-4649	GBM_grid_1_AutoML_20190416_021340_model_19	room_count	1.074507633848746e+19	0.19239499749657482	0.03509795195989576
-4650	GBM_grid_1_AutoML_20190416_021340_model_19	apartment_building_count_in_sites	9.934373429979382e+18	0.17787902951836745	0.03244985427866797
-4651	GBM_grid_1_AutoML_20190416_021340_model_19	total_parking_capacity_in_site	8.77645134648941e+18	0.1571459598466036	0.028667592303100255
-4652	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_district	2.3858346791576535e+18	0.04271934816131728	0.0077931424882846465
-4653	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_cogeneration	2.029723203886121e+18	0.03634302618508715	0.006629932190124284
-4654	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_individual	1.600172323338453e+18	0.028651741546037904	0.005226837815094911
-4655	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_central	1.303279719705215e+18	0.023335757747191384	0.004257061332237964
-4656	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_stairway	6.779120717230244e+17	0.01213829359916942	0.002214346792599652
-4657	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_mixed	6.033941829789942e+17	0.010804020247661908	0.0019709399337835155
-4658	DeepLearning_grid_1_AutoML_20190416_022142_model_4	city	1.0	1.0	0.08407427732719723
-4659	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	0.7049055099487305	0.7049055099487305	0.05926442133289895
-4660	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	0.6995337009429932	0.6995337009429932	0.058812790372801856
-4661	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_central	0.69917231798172	0.69917231798172	0.05878240736149445
-4662	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	0.6943297386169434	0.6943297386169434	0.058375271001001254
-4663	DeepLearning_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	0.6884556412696838	0.6884556412696838	0.05788141051158081
-4664	DeepLearning_grid_1_AutoML_20190416_022142_model_4	supply_area	0.6818214058876038	0.6818214058876038	0.0573236419662139
-4665	DeepLearning_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	0.6562599539756775	0.6562599539756775	0.0551745813692848
-4666	DeepLearning_grid_1_AutoML_20190416_022142_model_4	room_count	0.6464897394180298	0.6464897394180298	0.054353157641018904
-4667	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	0.6446853280067444	0.6446853280067444	0.054201453055614135
-4668	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	0.6345584392547607	0.6345584392547607	0.05335004220221819
-4669	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	0.6274207234382629	0.6274207234382629	0.05274994390317923
-4670	DeepLearning_grid_1_AutoML_20190416_022142_model_4	floor	0.6248463988304138	0.6248463988304138	0.052533509422168695
-4671	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_district	0.6225252151489258	0.6225252151489258	0.052338357581603906
-4672	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	0.6115177273750305	0.6115177273750305	0.051412911001825705
-4673	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	0.5813051462173462	0.5813051462173462	0.048872810074804096
-4674	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	0.5590167045593262	0.5590167045593262	0.04699892544965666
-4675	DeepLearning_grid_1_AutoML_20190416_022142_model_4	bathroom_count	0.5174006819725037	0.5174006819725037	0.04350008842543725
-4676	DeepLearning_grid_1_AutoML_20190416_020809_model_4	city	1.0	1.0	0.10099911289943586
-4677	DeepLearning_grid_1_AutoML_20190416_020809_model_4	supply_area	0.6357630491256714	0.6357630491256714	0.06421150397593328
-4678	DeepLearning_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	0.5851655602455139	0.5851655602455139	0.0591012024840983
-4679	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	0.5831006765365601	0.5831006765365601	0.058892651061253465
-4680	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	0.5815253853797913	0.5815253853797913	0.05873354805186149
-4681	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_district	0.5506886839866638	0.5506886839866638	0.05561906856641082
-4682	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	0.5315724015235901	0.5315724015235901	0.05368834099570533
-4683	DeepLearning_grid_1_AutoML_20190416_020809_model_4	room_count	0.5235360264778137	0.5235360264778137	0.052876674245154756
-4684	DeepLearning_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	0.5208905339241028	0.5208905339241028	0.05260948184404789
-4685	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.509010910987854	0.509010910987854	0.05140965046590697
-4686	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	0.5082725882530212	0.5082725882530212	0.05133508052465537
-4687	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	0.5052271485328674	0.5052271485328674	0.05102749381453113
-4688	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	0.49917349219322205	0.49917349219322205	0.0504160798944289
-4689	DeepLearning_grid_1_AutoML_20190416_020809_model_4	bathroom_count	0.4991607964038849	0.4991607964038849	0.05041479763096829
-4690	DeepLearning_grid_1_AutoML_20190416_020809_model_4	floor	0.49660634994506836	0.49660634994506836	0.050156800804678714
-4691	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_central	0.4784940779209137	0.4784940779209137	0.04832747739764583
-4692	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	0.47503191232681274	0.47503191232681274	0.04797780174393068
-4693	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	0.41785746812820435	0.41785746812820435	0.042203233599352935
-4694	DeepLearning_grid_1_AutoML_20190416_021340_model_4	city	1.0	1.0	0.09986155302774685
-4695	DeepLearning_grid_1_AutoML_20190416_021340_model_4	supply_area	0.7093148827552795	0.7093148827552795	0.07083328577763638
-4696	DeepLearning_grid_1_AutoML_20190416_021340_model_4	room_count	0.6242623925209045	0.6242623925209045	0.06233981201395443
-4697	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	0.6130431294441223	0.6130431294441223	0.061219438979280096
-4698	DeepLearning_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	0.6047936081886292	0.6047936081886292	0.06039562897497114
-4699	DeepLearning_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	0.6030193567276001	0.6030193567276001	0.06021844946861103
-4700	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	0.5589218735694885	0.5589218735694885	0.055814806315827095
-4701	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	0.556253969669342	0.556253969669342	0.05554838528902969
-4702	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	0.5511273145675659	0.5511273145675659	0.0550364295487287
-4703	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_central	0.5313650369644165	0.5313650369644165	0.053062937815912745
-4704	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	0.5224857330322266	0.5224857330322266	0.05217623673543888
-4705	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_district	0.5093684792518616	0.5093684792518616	0.050866327401472546
-4706	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	0.5021281242370605	0.5021281242370605	0.050143294305222276
-4707	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	0.4478154480457306	0.4478154480457306	0.04471954611166294
-4708	DeepLearning_grid_1_AutoML_20190416_021340_model_4	bathroom_count	0.43615829944610596	0.43615829944610596	0.0435554451486292
-4709	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	0.43472594022750854	0.43472594022750854	0.04341240753256645
-4710	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	0.41862189769744873	0.41862189769744873	0.04180423283548979
-4711	DeepLearning_grid_1_AutoML_20190416_021340_model_4	floor	0.3904584050178528	0.3904584050178528	0.038991782717819765
-4712	GBM_grid_1_AutoML_20190416_021340_model_13	supply_area	1.219382936303116e+20	1.0	0.27318524758905416
-4713	GBM_grid_1_AutoML_20190416_021340_model_13	city	8.082047301288408e+19	0.6627981301584625	0.1810666712889017
-4714	GBM_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	7.0005285215939854e+19	0.5741041893548184	0.15683679511080928
-4715	GBM_grid_1_AutoML_20190416_021340_model_13	apartment_building_count_in_sites	3.5433785306476708e+19	0.2905878395666554	0.0793843108983851
-4716	GBM_grid_1_AutoML_20190416_021340_model_13	floor	2.845633069609858e+19	0.23336664675964322	0.06375232517406047
-4717	GBM_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	2.783400931380062e+19	0.2282630704853623	0.06235810342598141
-4718	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_district	2.4575056849072554e+19	0.20153682750046004	0.05505688811902567
-4719	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	1.7755494307466314e+19	0.14561048690165226	0.039778636915790595
-4720	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	1.6762011884491637e+19	0.13746306747009385	0.03755288212116844
-4721	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_individual	5.752700911617049e+18	0.04717714788643749	0.012888100825901846
-4722	GBM_grid_1_AutoML_20190416_021340_model_13	bathroom_count	4.388868612669047e+18	0.03599253755325682	0.009832630282844793
-4723	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_stairway	3.1640277776114647e+18	0.025947778039309435	0.007088550168054569
-4724	GBM_grid_1_AutoML_20190416_021340_model_13	room_count	2.8944319245273006e+18	0.023736857703639366	0.006484559348754867
-4725	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_mixed	2.56484204410726e+18	0.021033934195300957	0.005746160520915164
-4726	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_cogeneration	1.409814699855315e+18	0.011561705989830754	0.003158487513383765
-4727	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_gas	1.149436327624704e+18	0.009426377009256226	0.0025751471371414296
-4728	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_corridor	1.095290327759061e+18	0.008982332745115536	0.002453840794901656
-4729	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_central	3.573818578782126e+17	0.0029308418810723305	0.0008006627649251138
-4730	GBM_grid_1_AutoML_20190416_023844_model_55	city	6.365124252747258e+21	1.0	0.26415876407391314
-4731	GBM_grid_1_AutoML_20190416_023844_model_55	supply_area	6.218857469949426e+21	0.977020592687613	0.25808855223912197
-4732	GBM_grid_1_AutoML_20190416_023844_model_55	exclusive_use_area	5.33164046205809e+21	0.8376333674487022	0.22126819509231915
-4733	GBM_grid_1_AutoML_20190416_023844_model_55	heat_fuel_cogeneration	8.44834476223082e+20	0.13272866996405328	0.03506144141487863
-4734	GBM_grid_1_AutoML_20190416_023844_model_55	apartment_building_count_in_sites	8.445484272779998e+20	0.13268372992302285	0.0350495701091826
-4735	GBM_grid_1_AutoML_20190416_023844_model_55	total_parking_capacity_in_site	7.935767570641647e+20	0.12467576838294213	0.03293419688600345
-4736	GBM_grid_1_AutoML_20190416_023844_model_55	heat_fuel_gas	7.413719449773602e+20	0.11647407270288179	0.030767647091848357
-4737	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_individual	6.162444958804518e+20	0.09681578417176599	0.02557473788966043
-4738	GBM_grid_1_AutoML_20190416_023844_model_55	total_household_count_in_sites	5.5605874230399336e+20	0.08736023370855522	0.023076971365660153
-4739	GBM_grid_1_AutoML_20190416_023844_model_55	room_count	5.188163307385693e+20	0.08150922277984479	0.021531375550149046
-4740	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_district	4.3133193765206045e+20	0.06776488887328364	0.017900689292372676
-4741	GBM_grid_1_AutoML_20190416_023844_model_55	bathroom_count	2.2420255951189705e+20	0.03522359511130183	0.009304621350841423
-4742	GBM_grid_1_AutoML_20190416_023844_model_55	total_household_count_of_area_type	1.8784945054320427e+20	0.02951229906660917	0.0077959324464151785
-4743	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_stairway	1.8188432728363578e+20	0.02857514167223562	0.007548374107374733
-4744	GBM_grid_1_AutoML_20190416_023844_model_55	floor	1.2899492407300588e+20	0.02026589253419998	0.00535341312468901
-4745	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_corridor	1.092162404095015e+20	0.01715854020640093	0.004532578774235417
-4746	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_central	1.2756136706881618e+18	0.00020040671949767404	5.293919133461297e-05
-4747	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_mixed	0.0	0.0	0.0
-4748	GBM_grid_1_AutoML_20190416_021340_model_10	supply_area	6.7788414687645794e+19	1.0	0.1780259206942399
-4749	GBM_grid_1_AutoML_20190416_021340_model_10	room_count	5.549179769999432e+19	0.8186029715503512	0.14573254769329194
-4750	GBM_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	4.28488301515469e+19	0.6320966547010274	0.11252958892089944
-4751	GBM_grid_1_AutoML_20190416_021340_model_10	city	3.8593610200891e+19	0.5693245723287957	0.10135453116268824
-4752	GBM_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	3.1071376166252184e+19	0.45835820633101243	0.08159964168983885
-4753	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	2.4810537055370084e+19	0.36599966483493707	0.06515742730602288
-4754	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_district	2.296646034251999e+19	0.3387962448796659	0.06031451342245368
-4755	GBM_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.0179787704340316e+19	0.29768785414623383	0.05299615431387587
-4756	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	1.986570780981959e+19	0.29305461562062535	0.0521713177595584
-4757	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.8607818129132225e+19	0.27449849970489776	0.04886784813915196
-4758	GBM_grid_1_AutoML_20190416_021340_model_10	floor	1.6178569233351836e+19	0.2386627465459865	0.04248815518926526
-4759	GBM_grid_1_AutoML_20190416_021340_model_10	bathroom_count	8.344884786250121e+18	0.12310193157195853	0.021915334707337236
-4760	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	4.801151113346679e+18	0.07082554055098256	0.012608782065255892
-4761	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	3.8188422024113684e+18	0.05633473241715062	0.01002904260562688
-4762	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_central	1.7491138177044316e+18	0.025802547909756644	0.004593522347891662
-4763	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	1.6815261507502735e+18	0.024805509296807998	0.004416023630853771
-4764	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	1.123964835097215e+18	0.016580485622450375	0.0029517562184943353
-4765	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	8.559486366247813e+17	0.012626768756413697	0.002247892133253811
-4766	DeepLearning_grid_1_AutoML_20190416_021340_model_7	city	1.0	1.0	0.11043662754183926
-4767	DeepLearning_grid_1_AutoML_20190416_021340_model_7	supply_area	0.5974629521369934	0.5974629521369934	0.06598179351520088
-4768	DeepLearning_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	0.5553152561187744	0.5553152561187744	0.06132714410829017
-4769	DeepLearning_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	0.5236496925354004	0.5236496925354004	0.05783010605693066
-4770	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	0.5180709362030029	0.5180709362030029	0.057214007021703005
-4771	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	0.5120643973350525	0.5120643973350525	0.05655066512592758
-4772	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	0.4818808436393738	0.4818808436393738	0.053217295248548804
-4773	DeepLearning_grid_1_AutoML_20190416_021340_model_7	bathroom_count	0.48013532161712646	0.48013532161712646	0.0530245256831118
-4774	DeepLearning_grid_1_AutoML_20190416_021340_model_7	floor	0.4776095151901245	0.4776095151901245	0.0527455841394902
-4775	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	0.4589800536632538	0.4589800536632538	0.05068820923554216
-4776	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	0.4482848048210144	0.4482848048210144	0.04950706202268448
-4777	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_district	0.44772404432296753	0.44772404432296753	0.0494451335244215
-4778	DeepLearning_grid_1_AutoML_20190416_021340_model_7	room_count	0.4409758150577545	0.4409758150577545	0.04869988184249223
-4779	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	0.43091046810150146	0.43091046810150146	0.047588298869605125
-4780	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	0.42951688170433044	0.42951688170433044	0.04743439588771338
-4781	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_central	0.42851996421813965	0.42851996421813965	0.047324299682600976
-4782	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	0.41270434856414795	0.41270434856414795	0.04557767642727621
-4783	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	0.41116154193878174	0.41116154193878174	0.04540729406662156
-4784	GBM_grid_1_AutoML_20190416_022142_model_12	supply_area	7.05545458097907e+21	1.0	0.30481502853151443
-4785	GBM_grid_1_AutoML_20190416_022142_model_12	city	6.335465797401209e+21	0.8979528852019129	0.2737095343227768
-4786	GBM_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4168073812517186e+21	0.6260131548658922	0.19081821766155027
-4787	GBM_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	9.195974669996644e+20	0.13033851418714026	0.03972913792070836
-4788	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	8.930198256424583e+20	0.12657155047811758	0.03858091077026543
-4789	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	7.194664363898301e+20	0.10197308027883177	0.03108292737463852
-4790	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	6.168031533404783e+20	0.08742217050100913	0.02664759139555202
-4791	GBM_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	5.2908731745436906e+20	0.07498982686115581	0.022858026214256536
-4792	GBM_grid_1_AutoML_20190416_022142_model_12	room_count	4.1576394371828705e+20	0.05892801646532496	0.01796214502018358
-4793	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	3.7904155717233594e+20	0.05372319427782882	0.016375636996600485
-4794	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_district	3.292788571678452e+20	0.04667011223565298	0.014225751592679546
-4795	GBM_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.803690243387e+20	0.02556447954820093	0.007792437562878184
-4796	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.016979734128157e+20	0.01441409228074193	0.004393631949810233
-4797	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	9.720269488944421e+19	0.013776957072545651	0.004199423563145452
-4798	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	9.261288475436306e+19	0.013126423491413273	0.004001131151051878
-4799	GBM_grid_1_AutoML_20190416_022142_model_12	floor	6.438667084684172e+19	0.00912580048639572	0.00278168113563362
-4800	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_central	6.200262204944548e+17	8.787898970620474e-05	2.6786836754617462e-05
-4801	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	0.0	0.0	0.0
-4802	XGBoost_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	6.099160939790661e+20	1.0	0.24722591208239844
-4803	XGBoost_grid_1_AutoML_20190416_022142_model_15	city	4.772963439520734e+20	0.7825606647599882	0.19346927410509615
-4804	XGBoost_grid_1_AutoML_20190416_022142_model_15	supply_area	4.5036647184588603e+20	0.738407260099852	0.18255340836645073
-4805	XGBoost_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	1.8255253128616083e+20	0.2993076147494257	0.0739965980496339
-4806	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	1.2498497877822774e+20	0.20492159497354984	0.050661928222715695
-4807	XGBoost_grid_1_AutoML_20190416_022142_model_15	floor	1.0386239283841833e+20	0.17028964125347898	0.042100011877075766
-4808	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	9.84974270057551e+19	0.16149340536853546	0.03992535443752868
-4809	XGBoost_grid_1_AutoML_20190416_022142_model_15	room_count	7.617532665660021e+19	0.12489476406440711	0.03087722196013901
-4810	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	7.14632640226499e+19	0.11716900853759517	0.028967215003497297
-4811	XGBoost_grid_1_AutoML_20190416_022142_model_15	bathroom_count	5.9041804086734225e+19	0.09680315812220672	0.02393224905921919
-4812	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_district	4.748014025350683e+19	0.07784700341935308	0.019245796423231154
-4813	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	4.330693507419e+19	0.07100474229439895	0.017554212175908433
-4814	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	4.078792314862961e+19	0.0668746464493681	0.016533145463632954
-4815	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	3.206489927115709e+19	0.0525726400527769	0.012997318887627401
-4816	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	1.610697013566269e+19	0.02640850158680273	0.006528865891526772
-4817	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	1.591435768870889e+19	0.02609270003826971	0.006450791565653662
-4818	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.0014194675621036e+19	0.01641897102647163	0.004059195087473924
-4819	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	7.207459248769335e+18	0.01181713242185197	0.0029215013411908355
-4820	DeepLearning_grid_1_AutoML_20190416_021340_model_5	supply_area	1.0	1.0	0.0665087077774199
-4821	DeepLearning_grid_1_AutoML_20190416_021340_model_5	room_count	0.9186531901359558	0.9186531901359558	0.06109843657154686
-4822	DeepLearning_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	0.9114259481430054	0.9114259481430054	0.060617762045801014
-4823	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	0.8867244124412537	0.8867244124412537	0.05897489482615971
-4824	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	0.8809428215026855	0.8809428215026855	0.0585903686839379
-4825	DeepLearning_grid_1_AutoML_20190416_021340_model_5	city	0.8709022402763367	0.8709022402763367	0.05792258260123922
-4826	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_central	0.8575815558433533	0.8575815558433533	0.057036641092890694
-4827	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	0.8467792868614197	0.8467792868614197	0.05631819614183819
-4828	DeepLearning_grid_1_AutoML_20190416_021340_model_5	floor	0.845142662525177	0.845142662525177	0.05620934637211761
-4829	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_district	0.823436975479126	0.823436975479126	0.05476572917526367
-4830	DeepLearning_grid_1_AutoML_20190416_021340_model_5	bathroom_count	0.812926709651947	0.812926709651947	0.054066704976700825
-4831	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	0.8029020428657532	0.8029020428657532	0.05339997734285185
-4832	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	0.7853900194168091	0.7853900194168091	0.052235275292694706
-4833	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	0.7751805186271667	0.7751805186271667	0.051556254588123046
-4834	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	0.774206280708313	0.774206280708313	0.05149145928307232
-4835	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	0.7656461000442505	0.7656461000442505	0.050922132728764266
-4836	DeepLearning_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	0.7428159117698669	0.7428159117698669	0.04940372640831981
-4837	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	0.7349684834480286	0.7349684834480286	0.04888180409125841
-4838	DeepLearning_grid_1_AutoML_20190416_023844_model_4	city	1.0	1.0	0.0713738285363374
-4839	DeepLearning_grid_1_AutoML_20190416_023844_model_4	supply_area	0.8275715112686157	0.8275715112686157	0.059066947146843796
-4840	DeepLearning_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	0.7978726029396057	0.7978726029396057	0.05694722235605263
-4841	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	0.7921780347824097	0.7921780347824097	0.05654077922481243
-4842	DeepLearning_grid_1_AutoML_20190416_023844_model_4	floor	0.7908015847206116	0.7908015847206116	0.056442536714112826
-4843	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	0.7853649854660034	0.7853649854660034	0.05605450581109364
-4844	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	0.7794594168663025	0.7794594168663025	0.05563300277044901
-4845	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	0.77838534116745	0.77838534116745	0.05555634187568406
-4846	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	0.7777425050735474	0.7777425050735474	0.05551046020254089
-4847	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	0.7705813050270081	0.7705813050270081	0.05499933793830478
-4848	DeepLearning_grid_1_AutoML_20190416_023844_model_4	room_count	0.7677832245826721	0.7677832245826721	0.05479962822443987
-4849	DeepLearning_grid_1_AutoML_20190416_023844_model_4	bathroom_count	0.7462661266326904	0.7462661266326904	0.0532638705647583
-4850	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_district	0.7437387108802795	0.7437387108802795	0.05308347922620569
-4851	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	0.740117609500885	0.740117609500885	0.05282502735724009
-4852	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	0.7378726601600647	0.7378726601600647	0.052664796727915617
-4853	DeepLearning_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	0.7317433953285217	0.7317433953285217	0.05222732763077526
-4854	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	0.725957989692688	0.725957989692688	0.05181440108091011
-4855	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_central	0.7173008322715759	0.7173008322715759	0.05119650661152358
-4856	DeepLearning_grid_1_AutoML_20190416_022142_model_6	city	1.0	1.0	0.12702490707017725
-4857	DeepLearning_grid_1_AutoML_20190416_022142_model_6	supply_area	0.6145082116127014	0.6145082116127014	0.0780578484739642
-4858	DeepLearning_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	0.5621442794799805	0.5621442794799805	0.07140632486097626
-4859	DeepLearning_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	0.48283886909484863	0.48283886909484863	0.06133256247664262
-4860	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	0.463399738073349	0.463399738073349	0.05886330866511163
-4861	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	0.4178721308708191	0.4178721308708191	0.053080168591082735
-4862	DeepLearning_grid_1_AutoML_20190416_022142_model_6	room_count	0.3930974304676056	0.3930974304676056	0.049933164574673054
-4863	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_district	0.3909040093421936	0.3909040093421936	0.04965454546005184
-4864	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	0.3756101727485657	0.3756101727485657	0.04771184728799977
-4865	DeepLearning_grid_1_AutoML_20190416_022142_model_6	bathroom_count	0.37515878677368164	0.37515878677368164	0.047654510026487344
-4866	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	0.37384381890296936	0.37384381890296936	0.04748747635490985
-4867	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	0.3726748824119568	0.3726748824119568	0.04733899230576804
-4868	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	0.3706105351448059	0.3706105351448059	0.047076768785997626
-4869	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	0.3529074192047119	0.3529074192047119	0.04482803212885461
-4870	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	0.3523550033569336	0.3523550033569336	0.04475786155712648
-4871	DeepLearning_grid_1_AutoML_20190416_022142_model_6	floor	0.3486396074295044	0.3486396074295044	0.04428591373471587
-4872	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	0.32672083377838135	0.32672083377838135	0.04150168354858971
-4873	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_central	0.2991860806941986	0.2991860806941986	0.03800408409687112
-4874	GBM_grid_1_AutoML_20190416_022142_model_42	supply_area	6.335561498893291e+21	1.0	0.28873369189332454
-4875	GBM_grid_1_AutoML_20190416_022142_model_42	city	4.761041707619643e+21	0.7514790454565569	0.2169773191751431
-4876	GBM_grid_1_AutoML_20190416_022142_model_42	exclusive_use_area	3.395841345726827e+21	0.5359969035609582	0.1547603648085457
-4877	GBM_grid_1_AutoML_20190416_022142_model_42	apartment_building_count_in_sites	1.0754945642819307e+21	0.16975520866931848	0.049014048117214014
-4878	GBM_grid_1_AutoML_20190416_022142_model_42	total_parking_capacity_in_site	8.978916649081105e+20	0.1417225079521296	0.04092006294539942
-4879	GBM_grid_1_AutoML_20190416_022142_model_42	room_count	8.878274567470768e+20	0.14013398132149207	0.04046140178666459
-4880	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_in_sites	6.803338148026778e+20	0.10738334951393336	0.031005190953029213
-4881	GBM_grid_1_AutoML_20190416_022142_model_42	bathroom_count	6.694448145911377e+20	0.1056646383604796	0.030508941136394276
-4882	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_cogeneration	6.450115903440017e+20	0.10180811763198473	0.029395433668592822
-4883	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_gas	6.090013003047565e+20	0.0961242820247484	0.02775431882960074
-4884	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_individual	5.8511262458443937e+20	0.09235371240365169	0.026665628342360668
-4885	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_district	5.500866173543792e+20	0.08682523521403264	0.025069370712853933
-4886	GBM_grid_1_AutoML_20190416_022142_model_42	floor	2.6454747623155617e+20	0.0417559637417722	0.012056353569725684
-4887	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_of_area_type	2.416173987287993e+20	0.038136698502730264	0.011011349755315931
-4888	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_stairway	1.496638163308228e+20	0.02362281801809775	0.00682070345928951
-4889	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_corridor	1.4945248139987124e+20	0.02358946108028119	0.006811072187483479
-4890	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_central	4.365437195247419e+19	0.0068903714311825135	0.0019894823818416172
-4891	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_mixed	9.93258809797378e+17	0.00015677518243187798	4.52662772208056e-05
-4892	GBM_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	1.4074094521988573e+20	1.0	0.31697497307922845
-4893	GBM_grid_1_AutoML_20190416_022142_model_3	city	7.374965887019149e+19	0.5240099727550442	0.16609804700727737
-4894	GBM_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	6.745009056173261e+19	0.47924994717317254	0.15191023910343804
-4895	GBM_grid_1_AutoML_20190416_022142_model_3	supply_area	3.7604353201101865e+19	0.26718843718401164	0.08469204768348322
-4896	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	3.114892692038248e+19	0.2213210013029055	0.07015321842985635
-4897	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	2.018866076317647e+19	0.1434455391189454	0.045468645900563126
-4898	GBM_grid_1_AutoML_20190416_022142_model_3	floor	1.437103259042762e+19	0.10210982005254496	0.0323662574622803
-4899	GBM_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.291491085885689e+19	0.09176370699144702	0.029086798553264126
-4900	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_district	1.1221904844639961e+19	0.07973447120955092	0.025273831865133916
-4901	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	1.1148293640671986e+19	0.07921144499388234	0.025108045644502638
-4902	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.0348761770302112e+19	0.07353056890540126	0.023307350099289918
-4903	GBM_grid_1_AutoML_20190416_022142_model_3	room_count	5.113326103972282e+18	0.03633147479565033	0.01151616824527993
-4904	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	4.341809515000234e+18	0.030849654364739666	0.009778568361766857
-4905	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.4690519883133747e+18	0.010437985804473677	0.0033085802693744127
-4906	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_central	8.603365813728051e+17	0.006112908933705566	0.0019376391446970969
-4907	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	5.147528955774894e+17	0.003657449470538005	0.0011593199474624226
-4908	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	5.061138952790999e+17	0.0035960671891777907	0.001139863300480727
-4909	GBM_grid_1_AutoML_20190416_022142_model_3	bathroom_count	3.198694417162568e+17	0.0022727532575293617	0.0007204059026210982
-4910	GBM_grid_1_AutoML_20190416_023844_model_65	exclusive_use_area	9.990967492484268e+19	1.0	0.28863393156091977
-4911	GBM_grid_1_AutoML_20190416_023844_model_65	city	8.07007493907588e+19	0.8077370830349129	0.233140329943916
-4912	GBM_grid_1_AutoML_20190416_023844_model_65	supply_area	2.780754846696656e+19	0.27832688363649327	0.08033458268309968
-4913	GBM_grid_1_AutoML_20190416_023844_model_65	apartment_building_count_in_sites	2.5512093643612094e+19	0.2553515829453317	0.07370313131581539
-4914	GBM_grid_1_AutoML_20190416_023844_model_65	total_household_count_of_area_type	2.252869638499074e+19	0.22549063843854975	0.06508424950270046
-4915	GBM_grid_1_AutoML_20190416_023844_model_65	floor	2.0079041652910457e+19	0.2009719445890998	0.05800732250019519
-4916	GBM_grid_1_AutoML_20190416_023844_model_65	total_household_count_in_sites	1.8084541853775954e+19	0.1810089149762533	0.05224531477717223
-4917	GBM_grid_1_AutoML_20190416_023844_model_65	total_parking_capacity_in_site	1.6839101943249895e+19	0.16854325625538422	0.04864730269107113
-4918	GBM_grid_1_AutoML_20190416_023844_model_65	heat_fuel_gas	1.3299390283880858e+19	0.13311413828425886	0.03842125707932958
-4919	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_district	5.242352693980168e+18	0.05247092133893681	0.015144888318681092
-4920	GBM_grid_1_AutoML_20190416_023844_model_65	room_count	4.796983414521594e+18	0.048013202106103714	0.013858239290713746
-4921	GBM_grid_1_AutoML_20190416_023844_model_65	bathroom_count	2.546347433894347e+18	0.02548649503473856	0.007356267263584451
-4922	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_stairway	2.276744433984602e+18	0.02278802764294138	0.00657739801110109
-4923	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_central	2.0758100583980728e+18	0.020776867304989295	0.005996908895758592
-4924	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_individual	1.5543683181927465e+18	0.015557735718407894	0.0044904904265898205
-4925	GBM_grid_1_AutoML_20190416_023844_model_65	heat_fuel_cogeneration	1.3616110105819873e+18	0.013628419986415358	0.003933624441642481
-4926	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_mixed	8.730912598523904e+17	0.008738805931549428	0.0025223159131709974
-4927	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_corridor	6.585251391046943e+17	0.006591204901828292	0.001902445384538306
-4928	XGBoost_grid_1_AutoML_20190416_022142_model_10	supply_area	7.505464107370115e+20	1.0	0.23939299000041214
-4929	XGBoost_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	6.73700012551561e+20	0.8976127297577908	0.21488219523914948
-4930	XGBoost_grid_1_AutoML_20190416_022142_model_10	city	6.444489922343013e+20	0.8586397629980989	0.20555234019736013
-4931	XGBoost_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	1.9530670783868803e+20	0.26021936158072273	0.062294691024807586
-4932	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	1.5294922744336168e+20	0.20378383702237765	0.04878442205854367
-4933	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	1.1759538982636382e+20	0.15667970447142512	0.0375080229257954
-4934	XGBoost_grid_1_AutoML_20190416_022142_model_10	floor	1.0501493611102523e+20	0.13991797790079905	0.033495383084483875
-4935	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	1.0112559404767458e+20	0.13473596382717043	0.0322548452411737
-4936	XGBoost_grid_1_AutoML_20190416_022142_model_10	bathroom_count	7.46621875505479e+19	0.09947710958637739	0.02381412270048154
-4937	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	6.6917654255005336e+19	0.08915858273080599	0.021343939704126756
-4938	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_district	5.727894829782794e+19	0.07631633098022803	0.01826959465921787
-4939	XGBoost_grid_1_AutoML_20190416_022142_model_10	room_count	5.48265755730038e+19	0.07304888117333867	0.01748739008027036
-4940	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	4.747480542308886e+19	0.06325365726080841	0.015142482140126205
-4941	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.907656960337353e+19	0.03874053514535005	0.0092742125426614
-4942	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	2.453187902744979e+19	0.03268535919499009	0.007824645866926142
-4943	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.6412731125207663e+19	0.02186770983168237	0.005234976441067852
-4944	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_central	1.5556118108681798e+19	0.020726390648389364	0.004961752629234511
-4945	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	7.781561548631179e+18	0.010367861916746688	0.002481993464161394
-4946	GBM_grid_1_AutoML_20190416_022142_model_5	supply_area	6.757654759306638e+19	1.0	0.17261283780291298
-4947	GBM_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	6.086835238521432e+19	0.9007319040882705	0.1554778900642976
-4948	GBM_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.423910651028308e+19	0.802632103032269	0.13854460501611995
-4949	GBM_grid_1_AutoML_20190416_022142_model_5	room_count	3.804024359081738e+19	0.5629207905069193	0.0971673551076584
-4950	GBM_grid_1_AutoML_20190416_022142_model_5	city	3.0460735995487715e+19	0.4507589848909817	0.07780678754719272
-4951	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	2.7998058647688053e+19	0.41431620354871107	0.07151629564227234
-4952	GBM_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.599378968774076e+19	0.3846569647841528	0.06639673027204777
-4953	GBM_grid_1_AutoML_20190416_022142_model_5	floor	2.543594146827233e+19	0.37640190826916636	0.06497180154077255
-4954	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	2.108500903041853e+19	0.3120166652695637	0.05385808203398098
-4955	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	1.2558506363736556e+19	0.18584119507497757	0.032078576062576615
-4956	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_district	1.1211537549501661e+19	0.16590870573938596	0.028637972513883846
-4957	GBM_grid_1_AutoML_20190416_022142_model_5	bathroom_count	5.072979524791042e+18	0.0750701198193728	0.012958066416226639
-4958	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	3.92498218300919e+18	0.058082016954235594	0.010025701771787509
-4959	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	2.9533882877644636e+18	0.043704338161061854	0.007543929834279029
-4960	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	1.2239026767611822e+18	0.018111352538032876	0.003126251958038845
-4961	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_central	1.1878880359544259e+18	0.017578406684929666	0.0030342586619394054
-4962	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.0760923737017549e+18	0.01592405075473501	0.002748695590092428
-4963	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	5.849525554826445e+17	0.008656147381264901	0.0014941621639203882
-4964	GBM_grid_1_AutoML_20190416_020809_model_3	supply_area	4.166770063214899e+21	1.0	0.1931465378744332
-4965	GBM_grid_1_AutoML_20190416_020809_model_3	city	4.0054573170119756e+21	0.9612859016082923	0.1856690438031447
-4966	GBM_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	3.541830312722646e+21	0.8500181817064134	0.1641780689269146
-4967	GBM_grid_1_AutoML_20190416_020809_model_3	room_count	1.5117816929771219e+21	0.36281860290862716	0.07007715702824009
-4968	GBM_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	1.3418605975614563e+21	0.32203855197282827	0.062200631375647505
-4969	GBM_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	1.1507237479886902e+21	0.2761668463896089	0.05334067025585338
-4970	GBM_grid_1_AutoML_20190416_020809_model_3	bathroom_count	9.322823479313627e+20	0.22374221130216482	0.04321503348938301
-4971	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	8.080280342122107e+20	0.19392191600531258	0.03745534669440276
-4972	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	7.546584083030333e+20	0.18111352362956443	0.03498145005128972
-4973	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	7.501489680698961e+20	0.180031284829553	0.03477241937391413
-4974	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_district	6.813875163779941e+20	0.16352894593186768	0.03158504974899562
-4975	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	6.653582905105082e+20	0.15968202718561977	0.030842030711673584
-4976	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	4.054497154091901e+20	0.09730551704510489	0.018794223733343655
-4977	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	3.031111489298461e+20	0.07274487056671869	0.014050419898085472
-4978	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	2.6222066333657753e+20	0.06293139754735097	0.012154981559870435
-4979	GBM_grid_1_AutoML_20190416_020809_model_3	floor	2.5410542309866052e+20	0.06098378822051049	0.011778807561259243
-4980	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_central	3.7928273724691186e+19	0.009102559812342363	0.0017581279135488776
-4981	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.0	0.0	0.0
-4982	DeepLearning_grid_1_AutoML_20190416_023844_model_6	city	1.0	1.0	0.06058052795815492
-4983	DeepLearning_grid_1_AutoML_20190416_023844_model_6	room_count	0.95485919713974	0.95485919713974	0.05784587428842538
-4984	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_district	0.9455762505531311	0.9455762505531311	0.05728350848320126
-4985	DeepLearning_grid_1_AutoML_20190416_023844_model_6	bathroom_count	0.9421885013580322	0.9421885013580322	0.057078276848372356
-4986	DeepLearning_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	0.9285626411437988	0.9285626411437988	0.056252815042710076
-4987	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_individual	0.9248448610305786	0.9248448610305786	0.056027589960618865
-4988	DeepLearning_grid_1_AutoML_20190416_023844_model_6	supply_area	0.9248079657554626	0.9248079657554626	0.05602535482537318
-4989	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	0.9199016094207764	0.9199016094207764	0.05572812516826705
-4990	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_central	0.9199011325836182	0.9199011325836182	0.05572809628122025
-4991	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	0.9176421761512756	0.9176421761512756	0.05559124750791447
-4992	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	0.9161568284034729	0.9161568284034729	0.05550126435715113
-4993	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_stairway	0.9156047105789185	0.9156047105789185	0.05546781676784451
-4994	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_mixed	0.9052128195762634	0.9052128195762634	0.05483827052442007
-4995	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	0.8975331783294678	0.8975331783294678	0.05437303380315996
-4996	DeepLearning_grid_1_AutoML_20190416_023844_model_6	floor	0.8932026028633118	0.8932026028633118	0.0541106852550576
-4997	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_household_count_in_sites	0.8821535110473633	0.8821535110473633	0.053441325439389314
-4998	DeepLearning_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	0.8639866709709167	0.8639866709709167	0.05234076867622681
-4999	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	0.8548195362091064	0.8548195362091064	0.051785418812492795
-5000	DeepLearning_grid_1_AutoML_20190416_015849_model_5	city	1.0	1.0	0.12292167047630163
-5001	DeepLearning_grid_1_AutoML_20190416_015849_model_5	supply_area	0.5566843152046204	0.5566843152046204	0.06842856595290799
-5002	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	0.5210067629814148	0.5210067629814148	0.06404302163512605
-5003	DeepLearning_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	0.5073556303977966	0.5073556303977966	0.06236500161405425
-5004	DeepLearning_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	0.470718115568161	0.470718115568161	0.05786145708909516
-5005	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	0.45125481486320496	0.45125481486320496	0.055468995653459384
-5006	DeepLearning_grid_1_AutoML_20190416_015849_model_5	floor	0.43693533539772034	0.43693533539772034	0.053708821317210914
-5007	DeepLearning_grid_1_AutoML_20190416_015849_model_5	bathroom_count	0.43297556042671204	0.43297556042671204	0.053222079163064324
-5008	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_central	0.39531174302101135	0.39531174302101135	0.04859237981104119
-5009	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_district	0.39332646131515503	0.39332646131515503	0.04834834566739129
-5010	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	0.39085933566093445	0.39085933566093445	0.04804508246069956
-5011	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	0.387646347284317	0.387646347284317	0.047650136562224804
-5012	DeepLearning_grid_1_AutoML_20190416_015849_model_5	room_count	0.38671767711639404	0.38671767711639404	0.0475359828738622
-5013	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.3857880234718323	0.3857880234718323	0.04742170829490829
-5014	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	0.36729907989501953	0.36729907989501953	0.04514901646510438
-5015	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	0.36065393686294556	0.36065393686294556	0.04433218438304789
-5016	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	0.3498469293117523	0.3498469293117523	0.04300376896200521
-5017	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	0.34088197350502014	0.34088197350502014	0.04190178161849547
-5018	GBM_grid_1_AutoML_20190416_023844_model_27	supply_area	3.6600731653641884e+22	1.0	0.33794439376365887
-5019	GBM_grid_1_AutoML_20190416_023844_model_27	city	1.930438031334841e+22	0.5274315414245979	0.17824253251856786
-5020	GBM_grid_1_AutoML_20190416_023844_model_27	exclusive_use_area	1.6913127663101542e+22	0.46209807561097305	0.1561634540217037
-5021	GBM_grid_1_AutoML_20190416_023844_model_27	apartment_building_count_in_sites	7.069032370905639e+21	0.19313909999944628	0.06527027606137156
-5022	GBM_grid_1_AutoML_20190416_023844_model_27	total_parking_capacity_in_site	5.433172426807298e+21	0.1484443665832205	0.050165941472596794
-5023	GBM_grid_1_AutoML_20190416_023844_model_27	floor	4.90053676542777e+21	0.13389177057448665	0.045247973236737786
-5024	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_district	4.199029065870777e+21	0.11472527668590912	0.03877076407898759
-5025	GBM_grid_1_AutoML_20190416_023844_model_27	total_household_count_in_sites	2.932320738978694e+21	0.08011645140670076	0.027074905601133122
-5026	GBM_grid_1_AutoML_20190416_023844_model_27	heat_fuel_cogeneration	2.9037676358661885e+21	0.07933632757249143	0.02681126712492067
-5027	GBM_grid_1_AutoML_20190416_023844_model_27	total_household_count_of_area_type	2.883977411728639e+21	0.07879562187499808	0.026628538665776726
-5028	GBM_grid_1_AutoML_20190416_023844_model_27	bathroom_count	1.3875548230681992e+21	0.03791057611085032	0.01281166666101236
-5029	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_individual	1.1461511166232814e+21	0.031314978276103286	0.010582721349239871
-5030	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_mixed	8.314320452070041e+20	0.022716268436242425	0.007676835565258486
-5031	GBM_grid_1_AutoML_20190416_023844_model_27	room_count	7.775036914690561e+20	0.02124284560283352	0.00717890057906458
-5032	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_stairway	4.4264874464382865e+20	0.012093986230457876	0.004087094844838125
-5033	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_corridor	3.514414579622284e+20	0.009602033677577013	0.003244953450067
-5034	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_central	2.2719808658279603e+20	0.006207473903330813	0.0020977810050648647
-5035	GBM_grid_1_AutoML_20190416_023844_model_27	heat_fuel_gas	0.0	0.0	0.0
-5036	GBM_grid_1_AutoML_20190416_022142_model_31	supply_area	3.596274047142951e+22	1.0	0.30453304088325084
-5037	GBM_grid_1_AutoML_20190416_022142_model_31	city	2.3533875104798443e+22	0.6543960442473747	0.19928521729662343
-5038	GBM_grid_1_AutoML_20190416_022142_model_31	exclusive_use_area	1.9625309074594646e+22	0.5457122793571839	0.16618741987997332
-5039	GBM_grid_1_AutoML_20190416_022142_model_31	apartment_building_count_in_sites	6.57041070866178e+21	0.18270050120016917	0.055638339201381545
-5040	GBM_grid_1_AutoML_20190416_022142_model_31	total_parking_capacity_in_site	5.895800757879258e+21	0.16394192101581243	0.04992573173518709
-5041	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_in_sites	4.007370220953701e+21	0.11143116927191198	0.03393447282755162
-5042	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_district	3.309272872214535e+21	0.09201948541278651	0.02802297371326782
-5043	GBM_grid_1_AutoML_20190416_022142_model_31	floor	3.2985906153733887e+21	0.09172244862690439	0.02793251619760895
-5044	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_cogeneration	3.2522080428111e+21	0.09043270896985191	0.02753974785789904
-5045	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_of_area_type	3.246614290598929e+21	0.09027716597899962	0.027492379877906717
-5046	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_gas	3.2163810633504375e+21	0.08943648401616339	0.027236364443348496
-5047	GBM_grid_1_AutoML_20190416_022142_model_31	bathroom_count	2.148673856142928e+21	0.05974722248572617	0.018195003347906333
-5048	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_individual	1.5928674561555557e+21	0.04429216003215896	0.013488426181880954
-5049	GBM_grid_1_AutoML_20190416_022142_model_31	room_count	9.958776079007173e+20	0.02769192766863496	0.008433106940848437
-5050	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_stairway	7.250369669164224e+20	0.02016078189292681	0.006139624216436984
-5051	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_corridor	3.9994733701133396e+20	0.011121158503731686	0.0033867602172860346
-5052	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_central	2.8551934991352306e+20	0.007939310135175962	0.002417782257980349
-5053	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_mixed	2.4928263964379316e+19	0.0006931691978308355	0.000211092923662028
-5054	GBM_grid_1_AutoML_20190416_020809_model_10	supply_area	4.46438087444047e+21	1.0	0.28898098981018877
-5055	GBM_grid_1_AutoML_20190416_020809_model_10	city	4.3319671640964297e+21	0.9703399611126065	0.2804098024147011
-5056	GBM_grid_1_AutoML_20190416_020809_model_10	exclusive_use_area	2.812839959389578e+21	0.6300627205652827	0.18207614863145574
-5057	GBM_grid_1_AutoML_20190416_020809_model_10	room_count	6.804704005351266e+20	0.1524221207090471	0.044047095311468505
-5058	GBM_grid_1_AutoML_20190416_020809_model_10	apartment_building_count_in_sites	5.918318193066157e+20	0.1325675017324303	0.03830948786730162
-5059	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_gas	4.38730085202435e+20	0.09827344430092379	0.02839915720613741
-5060	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_cogeneration	4.2738062711336835e+20	0.09573121987871001	0.02766450267628644
-5061	GBM_grid_1_AutoML_20190416_020809_model_10	total_parking_capacity_in_site	3.983471517687339e+20	0.08922786002631541	0.025785155309049602
-5062	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_individual	3.853681998551172e+20	0.08632063676767188	0.02494502305416759
-5063	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_district	3.024497531033202e+20	0.06774730060217518	0.019577681984984982
-5064	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_in_sites	1.91960234248389e+20	0.04299817592791022	0.012425655439680126
-5065	GBM_grid_1_AutoML_20190416_020809_model_10	bathroom_count	1.6582538821392086e+20	0.03714409520104041	0.01073393739680054
-5066	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_stairway	7.571551968995731e+19	0.0169599148951302	0.0049010929934912885
-5067	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_corridor	7.3433333772926845e+19	0.016448716146363833	0.004753366273083054
-5068	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_of_area_type	6.5887719723035e+19	0.01475853462688549	0.004264935944625314
-5069	GBM_grid_1_AutoML_20190416_020809_model_10	floor	4.1677247735593435e+19	0.009335504498329105	0.0026977833303046144
-5070	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_central	4.3541168984057446e+17	9.753013958405721e-05	2.8184356273326724e-05
-5071	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_mixed	0.0	0.0	0.0
-5072	GBM_grid_1_AutoML_20190416_022142_model_39	supply_area	1.586146502214775e+20	1.0	0.3581172884811309
-5073	GBM_grid_1_AutoML_20190416_022142_model_39	city	4.941535548518328e+19	0.3115434508488555	0.11156909586204661
-5074	GBM_grid_1_AutoML_20190416_022142_model_39	exclusive_use_area	4.5379136260547805e+19	0.28609675207922985	0.10245619309787214
-5075	GBM_grid_1_AutoML_20190416_022142_model_39	apartment_building_count_in_sites	3.124926835153332e+19	0.19701375823670264	0.07055403289320501
-5076	GBM_grid_1_AutoML_20190416_022142_model_39	floor	3.0054316915443106e+19	0.18948008190591178	0.06785609315332772
-5077	GBM_grid_1_AutoML_20190416_022142_model_39	total_parking_capacity_in_site	2.87729042829911e+19	0.18140130336519858	0.06496294288808796
-5078	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_of_area_type	2.718357561820368e+19	0.17138124114163852	0.061374585374174416
-5079	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_in_sites	2.361493910644274e+19	0.14888245867244057	0.05331738240217845
-5080	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_district	2.1176418029105316e+19	0.13350858826430073	0.04781173361815511
-5081	GBM_grid_1_AutoML_20190416_022142_model_39	room_count	6.886774038144745e+18	0.0434182720734092	0.015548833865465314
-5082	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_individual	4.912524494414807e+18	0.030971442345050282	0.011091408952959085
-5083	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_stairway	4.907410116078207e+18	0.03093919829742001	0.011079861802052076
-5084	GBM_grid_1_AutoML_20190416_022142_model_39	bathroom_count	3.642533588752138e+18	0.022964673084522647	0.008224046455884858
-5085	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_cogeneration	1.985161509440848e+18	0.012515625175032184	0.004482061751328705
-5086	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_gas	1.7262129146432061e+18	0.0108830610049756	0.003897412297476593
-5087	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_mixed	1.5267430885448745e+18	0.009625485958661738	0.0034470529318291403
-5088	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_corridor	9.800212395547689e+17	0.006178630020533043	0.0022126742294814074
-5089	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_central	8.846292599963648e+17	0.005577222903187917	0.001997299943344518
-5090	GBM_grid_1_AutoML_20190416_023844_model_52	supply_area	8.042342616995463e+19	1.0	0.22874682659665851
-5091	GBM_grid_1_AutoML_20190416_023844_model_52	exclusive_use_area	4.772204160771057e+19	0.5933848367372719	0.13573489835422725
-5092	GBM_grid_1_AutoML_20190416_023844_model_52	apartment_building_count_in_sites	4.1104982719661605e+19	0.5111070825656767	0.11691412318797487
-5093	GBM_grid_1_AutoML_20190416_023844_model_52	total_household_count_in_sites	2.7645990626427666e+19	0.3437554446885269	0.0786329670978237
-5094	GBM_grid_1_AutoML_20190416_023844_model_52	heat_fuel_cogeneration	2.6842344383546655e+19	0.3337627562250597	0.07634717132263653
-5095	GBM_grid_1_AutoML_20190416_023844_model_52	total_household_count_of_area_type	2.0143244335879553e+19	0.25046488685164797	0.057293048041205615
-5096	GBM_grid_1_AutoML_20190416_023844_model_52	floor	1.9475770409075343e+19	0.242165390565657	0.05539456460343442
-5097	GBM_grid_1_AutoML_20190416_023844_model_52	total_parking_capacity_in_site	1.9366632884902298e+19	0.24080835407305085	0.055084146812174904
-5098	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_corridor	1.7780644536440062e+19	0.22108787679432051	0.050573150215693835
-5099	GBM_grid_1_AutoML_20190416_023844_model_52	city	1.6869847586897396e+19	0.20976285630069064	0.04798258771663388
-5100	GBM_grid_1_AutoML_20190416_023844_model_52	bathroom_count	1.2974072281012634e+19	0.16132205377069117	0.03690190786010111
-5101	GBM_grid_1_AutoML_20190416_023844_model_52	room_count	7.376858256481714e+18	0.09172524235528817	0.02098185810758158
-5102	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_district	4.2287283174962627e+18	0.0525808028690535	0.012027691796200465
-5103	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_stairway	2.9227685381983437e+18	0.036342253462589486	0.00831317515093877
-5104	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_mixed	2.0930894333843866e+18	0.02602586749986465	0.00595333460001915
-5105	GBM_grid_1_AutoML_20190416_023844_model_52	heat_fuel_gas	2.032410272865452e+18	0.02527137141074375	0.0057807460139531535
-5106	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_individual	1.4556676332684575e+18	0.018100045006690848	0.004140327856537227
-5107	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_central	1.1241767659634688e+18	0.013978225244816164	0.0031974746662049975
-5108	GBM_grid_1_AutoML_20190416_020809_model_13	exclusive_use_area	4.8956573263377465e+20	1.0	0.219737746189344
-5109	GBM_grid_1_AutoML_20190416_020809_model_13	city	4.525570860365088e+20	0.924405153117711	0.20312670491190124
-5110	GBM_grid_1_AutoML_20190416_020809_model_13	supply_area	3.751294772085229e+20	0.7662494578417376	0.16837392888495017
-5111	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_cogeneration	1.904124033514571e+20	0.3889414447516026	0.0854651164693444
-5112	GBM_grid_1_AutoML_20190416_020809_model_13	apartment_building_count_in_sites	1.4466692301067387e+20	0.2955005086495579	0.0649326157684586
-5113	GBM_grid_1_AutoML_20190416_020809_model_13	room_count	1.3022546230244069e+20	0.2660019965079079	0.058450679194513425
-5114	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_in_sites	1.0731561581363488e+20	0.21920573410294952	0.04816777396356275
-5115	GBM_grid_1_AutoML_20190416_020809_model_13	total_parking_capacity_in_site	7.956420621135931e+19	0.16251996597743543	0.03571177103465053
-5116	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_gas	6.449809975324705e+19	0.13174553579610035	0.02894946710634263
-5117	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_corridor	5.364028169147069e+19	0.10956706753737792	0.02407602047723906
-5118	GBM_grid_1_AutoML_20190416_020809_model_13	bathroom_count	4.259775447232099e+19	0.0870113074359858	0.019119668588971628
-5119	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_individual	3.9607658988863226e+19	0.0809036587911928	0.017777587641248413
-5120	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_of_area_type	2.3513841211291992e+19	0.0480299981062641	0.010554003533348932
-5121	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_district	2.261638463632913e+19	0.04619682941176682	0.01015118717603524
-5122	GBM_grid_1_AutoML_20190416_020809_model_13	floor	6.950336805346476e+18	0.01419694300897027	0.003119604259569691
-5123	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_stairway	4.573295195554054e+18	0.009341534528878394	0.0020526877433256737
-5124	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_central	5.200871762396447e+17	0.0010623439133324757	0.000233437057193646
-5125	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_mixed	0.0	0.0	0.0
-5126	GBM_grid_1_AutoML_20190416_023844_model_39	supply_area	2.999410637447651e+22	1.0	0.23029910882787405
-5127	GBM_grid_1_AutoML_20190416_023844_model_39	exclusive_use_area	2.039041435628955e+22	0.6798140308537672	0.15656056547430747
-5128	GBM_grid_1_AutoML_20190416_023844_model_39	city	1.6978590861385093e+22	0.566064234400163	0.13036408872169034
-5129	GBM_grid_1_AutoML_20190416_023844_model_39	apartment_building_count_in_sites	1.0285710390356506e+22	0.34292438194155145	0.0789751795564888
-5130	GBM_grid_1_AutoML_20190416_023844_model_39	total_parking_capacity_in_site	8.540813795679898e+21	0.2847497334658953	0.06557760985617035
-5131	GBM_grid_1_AutoML_20190416_023844_model_39	total_household_count_in_sites	7.780950703951252e+21	0.2594159868210794	0.0597432705805981
-5132	GBM_grid_1_AutoML_20190416_023844_model_39	floor	6.549530894889384e+21	0.21836059434871874	0.05028825028163483
-5133	GBM_grid_1_AutoML_20190416_023844_model_39	total_household_count_of_area_type	5.034966399555012e+21	0.16786519113766687	0.038659203922225424
-5134	GBM_grid_1_AutoML_20190416_023844_model_39	heat_fuel_gas	4.144306952698505e+21	0.13817070930391526	0.031820591218806926
-5135	GBM_grid_1_AutoML_20190416_023844_model_39	room_count	4.1272543541844435e+21	0.13760217766302688	0.03168965888856988
-5136	GBM_grid_1_AutoML_20190416_023844_model_39	bathroom_count	3.9739160755467096e+21	0.13248989737958367	0.030512305295214606
-5137	GBM_grid_1_AutoML_20190416_023844_model_39	heat_fuel_cogeneration	3.9618250364471267e+21	0.13208678354953232	0.030419468539397587
-5138	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_district	2.894377630643121e+21	0.09649821183224488	0.022223452188449407
-5139	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_individual	2.1803039029633462e+21	0.07269107723171496	0.01674069030620212
-5140	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_stairway	1.1646118640770823e+21	0.03882802339689336	0.008942059185852384
-5141	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_corridor	8.763899321746719e+20	0.029218737882467337	0.006729049295407471
-5142	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_mixed	6.890660833739166e+20	0.02297338266294466	0.005290749554037888
-5143	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_central	6.72649196094756e+20	0.022426045560308704	0.005164698307072396
-5144	GBM_grid_1_AutoML_20190416_015849_model_10	supply_area	2.780485818191572e+21	1.0	0.19815624551150918
-5145	GBM_grid_1_AutoML_20190416_015849_model_10	city	2.7194651394654454e+21	0.9780539507423871	0.19380749878680995
-5146	GBM_grid_1_AutoML_20190416_015849_model_10	exclusive_use_area	2.1080283065559558e+21	0.7581510730117723	0.15023237015853488
-5147	GBM_grid_1_AutoML_20190416_015849_model_10	room_count	9.633253786878508e+20	0.3464593749715284	0.0686530889666222
-5148	GBM_grid_1_AutoML_20190416_015849_model_10	total_parking_capacity_in_site	7.816191371035426e+20	0.2811088378835565	0.05570347189510906
-5149	GBM_grid_1_AutoML_20190416_015849_model_10	bathroom_count	7.333752408890105e+20	0.2637579505318239	0.05226528520119659
-5150	GBM_grid_1_AutoML_20190416_015849_model_10	apartment_building_count_in_sites	7.076966306074182e+20	0.25452265427043397	0.05043525356785309
-5151	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_cogeneration	6.104074085509146e+20	0.21953264589852273	0.04350176487845887
-5152	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_gas	5.972630900884803e+20	0.21480529991587596	0.04256501174730368
-5153	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_in_sites	4.695897350115961e+20	0.16888765694802835	0.033466144014057043
-5154	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_individual	4.458504521351682e+20	0.16034983858509638	0.031774321982399226
-5155	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_district	4.290968855994895e+20	0.15432442877143468	0.03058034939605582
-5156	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_corridor	2.1844847211611737e+20	0.07856485751047501	0.015568117193422422
-5157	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_of_area_type	1.9657019623258404e+20	0.07069634915830403	0.01400892312058027
-5158	GBM_grid_1_AutoML_20190416_015849_model_10	floor	1.4193584168039455e+20	0.05104713742892227	0.010115309097025271
-5159	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_stairway	1.1938677574298763e+20	0.04293737984991299	0.008508309983160286
-5160	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_central	9.240414467085304e+18	0.0033233093319984166	0.0006585344999021678
-5161	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_mixed	0.0	0.0	0.0
-5162	DeepLearning_grid_1_AutoML_20190416_022142_model_9	city	1.0	1.0	0.14313807997536115
-5163	DeepLearning_grid_1_AutoML_20190416_022142_model_9	supply_area	0.5418451428413391	0.5418451428413391	0.07755867339028458
-5164	DeepLearning_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	0.46861523389816284	0.46861523389816284	0.06707668482738781
-5165	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	0.40148860216140747	0.40148860216140747	0.0574683076453755
-5166	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	0.3762429356575012	0.3762429356575012	0.05385469141430807
-5167	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	0.37205055356025696	0.37205055356025696	0.053254601890385445
-5168	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	0.3478339910507202	0.3478339910507202	0.049788289629167044
-5169	DeepLearning_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	0.3417264521121979	0.3417264521121979	0.0489140682321322
-5170	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	0.3324684798717499	0.3324684798717499	0.047588899861169286
-5171	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	0.3296869397163391	0.3296869397163391	0.04719075554394942
-5172	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_district	0.3286779224872589	0.3286779224872589	0.047046326755116816
-5173	DeepLearning_grid_1_AutoML_20190416_022142_model_9	floor	0.3285304605960846	0.3285304605960846	0.04702521934314459
-5174	DeepLearning_grid_1_AutoML_20190416_022142_model_9	room_count	0.3236302137374878	0.3236302137374878	0.04632380741639975
-5175	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	0.32168859243392944	0.32168859243392944	0.04604588747096915
-5176	DeepLearning_grid_1_AutoML_20190416_022142_model_9	bathroom_count	0.3161783516407013	0.3161783516407013	0.045257162183624564
-5177	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	0.3031919598579407	0.3031919598579407	0.0433983149980324
-5178	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_central	0.27992966771125793	0.27992966771125793	0.04006859516433031
-5179	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	0.27247560024261475	0.27247560024261475	0.039001634258861925
-5180	GBM_grid_1_AutoML_20190416_015849_model_12	supply_area	3.3029771214104476e+21	1.0	0.3337044246384953
-5181	GBM_grid_1_AutoML_20190416_015849_model_12	city	1.9971874013769735e+21	0.6046628020614713	0.20177865246222362
-5182	GBM_grid_1_AutoML_20190416_015849_model_12	exclusive_use_area	1.6638645932187263e+21	0.5037469325576853	0.16810258029256928
-5183	GBM_grid_1_AutoML_20190416_015849_model_12	apartment_building_count_in_sites	5.121714805946167e+20	0.155063587111953	0.05174540511957547
-5184	GBM_grid_1_AutoML_20190416_015849_model_12	total_parking_capacity_in_site	4.6628289661645514e+20	0.1411704893727334	0.04710921693206281
-5185	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_district	4.481366974491284e+20	0.1356765974987328	0.04527588090522334
-5186	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_cogeneration	3.0826822790002246e+20	0.09333041573366539	0.03114477268367438
-5187	GBM_grid_1_AutoML_20190416_015849_model_12	floor	2.8676723403839767e+20	0.0868208357180329	0.02897249702991949
-5188	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_in_sites	2.7898446852453407e+20	0.08446454767007325	0.028186193282592552
-5189	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_of_area_type	2.6672545923259905e+20	0.08075304473156662	0.026947648329954114
-5190	GBM_grid_1_AutoML_20190416_015849_model_12	bathroom_count	1.4026016836747788e+20	0.042464771390115945	0.014170682104143876
-5191	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_individual	1.1090518702678868e+20	0.03357734036602397	0.011204907047734951
-5192	GBM_grid_1_AutoML_20190416_015849_model_12	room_count	4.126709031601439e+19	0.012493907405084412	0.0041692721821003295
-5193	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_stairway	3.555022138883493e+19	0.010763084357561086	0.003591688872875511
-5194	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_corridor	2.5001632176277553e+19	0.007569423358767099	0.002525950066782561
-5195	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_central	1.2702462122626384e+19	0.003845761461769417	0.001283347615896662
-5196	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_mixed	8.599349160312832e+17	0.00026035146003798874	8.688043417576923e-05
-5197	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_gas	0.0	0.0	0.0
-5198	GBM_grid_1_AutoML_20190416_021340_model_18	supply_area	2.2251566590272125e+21	1.0	0.23450783334238412
-5199	GBM_grid_1_AutoML_20190416_021340_model_18	city	1.4712522518180429e+21	0.6611904136499048	0.15505433133179392
-5200	GBM_grid_1_AutoML_20190416_021340_model_18	exclusive_use_area	1.2854040355826932e+21	0.5776690060755733	0.13546790700383124
-5201	GBM_grid_1_AutoML_20190416_021340_model_18	room_count	6.178871838445352e+20	0.27768255387225693	0.06511873406556283
-5202	GBM_grid_1_AutoML_20190416_021340_model_18	total_parking_capacity_in_site	5.203702485318726e+20	0.23385780341388032	0.05484148678879828
-5203	GBM_grid_1_AutoML_20190416_021340_model_18	bathroom_count	4.984615733508545e+20	0.22401190106262922	0.0525325455611057
-5204	GBM_grid_1_AutoML_20190416_021340_model_18	apartment_building_count_in_sites	4.9555893302227e+20	0.22270743545711386	0.052226638158286626
-5205	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_in_sites	4.0556811082126905e+20	0.18226496960379146	0.04274256311600064
-5206	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_cogeneration	3.814376832803296e+20	0.17142059716689134	0.04019947283186532
-5207	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_gas	3.7203416725838e+20	0.1671945953778485	0.039208442308615844
-5208	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_district	3.5500658483287346e+20	0.15954228813178223	0.03741391631627062
-5209	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_individual	2.7775795890570343e+20	0.12482624887504902	0.029272733167944962
-5210	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_of_area_type	1.7276348250704786e+20	0.07764104239859503	0.018207432631338703
-5211	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_corridor	1.495066125563299e+20	0.06718925247343743	0.015756406021440236
-5212	GBM_grid_1_AutoML_20190416_021340_model_18	floor	1.2135734687056685e+20	0.05453878780994301	0.012789772962429766
-5213	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_stairway	1.167175573349335e+20	0.05245363595476453	0.012300788518682007
-5214	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_central	1.8828595665943134e+19	0.008461694411293524	0.001984333622797805
-5215	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_mixed	3.555029230733492e+18	0.0015976534579312134	0.00037466225085141673
-5216	GBM_grid_1_AutoML_20190416_023844_model_64	supply_area	3.8635747884513886e+21	1.0	0.39061766175150026
-5217	GBM_grid_1_AutoML_20190416_023844_model_64	city	2.2148269495943965e+21	0.5732584642116249	0.223924880869601
-5218	GBM_grid_1_AutoML_20190416_023844_model_64	exclusive_use_area	1.5778342998619047e+21	0.4083871508267963	0.15952323394532042
-5219	GBM_grid_1_AutoML_20190416_023844_model_64	heat_type_district	4.297147583577415e+20	0.11122206295635893	0.04344530216719108
-5220	GBM_grid_1_AutoML_20190416_023844_model_64	total_parking_capacity_in_site	4.153736786630777e+20	0.107510194937774	0.04199538096104126
-5221	GBM_grid_1_AutoML_20190416_023844_model_64	apartment_building_count_in_sites	3.717145876066971e+20	0.0962100148074755	0.037581331021173295
-5222	GBM_grid_1_AutoML_20190416_023844_model_64	heat_fuel_cogeneration	3.02062302797878e+20	0.0781820773085	0.030539300229121297
-5223	GBM_grid_1_AutoML_20190416_023844_model_64	heat_type_individual	1.668110783979895e+20	0.04317532014563416	0.01686504260066006
-5224	GBM_grid_1_AutoML_20190416_023844_model_64	total_household_count_in_sites	1.5941366971942883e+20	0.04126066620890379	0.01611714495683114
-5225	GBM_grid_1_AutoML_20190416_023844_model_64	total_household_count_of_area_type	1.2525274064591677e+20	0.032418873065511694	0.01266338439346887
-5226	GBM_grid_1_AutoML_20190416_023844_model_64	floor	1.1039279701605902e+20	0.028572708711640353	0.011161004666847675
-5227	GBM_grid_1_AutoML_20190416_023844_model_64	bathroom_count	5.7909302712078434e+19	0.014988528987500159	0.005854784146191894
-5228	GBM_grid_1_AutoML_20190416_023844_model_64	front_door_structure_stairway	4.366961118363517e+19	0.01130290303015953	0.004415113552644863
-5229	GBM_grid_1_AutoML_20190416_023844_model_64	front_door_structure_corridor	4.142018631506592e+19	0.010720689667733364	0.004187690730373474
-5230	GBM_grid_1_AutoML_20190416_023844_model_64	room_count	5.592774746333774e+18	0.001447564769045273	0.000565444365318315
-5231	GBM_grid_1_AutoML_20190416_023844_model_64	heat_type_central	5.373742684231959e+18	0.0013908732141783855	0.0005432996427151546
-5232	GBM_grid_1_AutoML_20190416_023844_model_64	heat_fuel_gas	0.0	0.0	0.0
-5233	GBM_grid_1_AutoML_20190416_023844_model_64	front_door_structure_mixed	0.0	0.0	0.0
-5234	GBM_grid_1_AutoML_20190416_022142_model_25	supply_area	2.492982885969671e+22	1.0	0.2505504995980587
-5235	GBM_grid_1_AutoML_20190416_022142_model_25	city	2.079769063319136e+22	0.834249234129896	0.20902156240054331
-5236	GBM_grid_1_AutoML_20190416_022142_model_25	exclusive_use_area	1.6750528576255051e+22	0.6719070824964674	0.16834665520296394
-5237	GBM_grid_1_AutoML_20190416_022142_model_25	apartment_building_count_in_sites	5.862788809660679e+21	0.23517164288034362	0.05892237261496634
-5238	GBM_grid_1_AutoML_20190416_022142_model_25	total_parking_capacity_in_site	4.4783673660332227e+21	0.17963891333699694	0.045008619483836956
-5239	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_in_sites	3.607983687649091e+21	0.1447255698366228	0.03626106382717958
-5240	GBM_grid_1_AutoML_20190416_022142_model_25	bathroom_count	3.48657283414467e+21	0.1398554660670497	0.03504085689461865
-5241	GBM_grid_1_AutoML_20190416_022142_model_25	room_count	3.3525248800858476e+21	0.1344784554660851	0.033693644202202916
-5242	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_cogeneration	3.1997917726480416e+21	0.12835193497140474	0.032158641431463006
-5243	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_district	3.125536421991957e+21	0.1253733605466067	0.03141235812123985
-5244	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_gas	2.904147345609771e+21	0.11649287132912561	0.029187347111124792
-5245	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_individual	1.9267920578140103e+21	0.07728861953517041	0.019364702237781226
-5246	GBM_grid_1_AutoML_20190416_022142_model_25	floor	1.8041521438237823e+21	0.07236921496643323	0.018132142965359154
-5247	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_of_area_type	1.7100678662208503e+21	0.06859525092791409	0.017186574390043077
-5248	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_stairway	7.079759945218036e+20	0.028398750689635363	0.0071153211732488545
-5249	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_corridor	5.993560676465566e+20	0.024041724113698877	0.006023665987885949
-5250	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_central	2.453232630877997e+20	0.00984055143212019	0.0024655550776381055
-5251	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_mixed	1.0787542776087052e+19	0.00043271627883201963	0.0001084172798455754
-5252	GBM_grid_1_AutoML_20190416_020809_model_6	supply_area	2.863895072860259e+22	1.0	0.3147257805033109
-5253	GBM_grid_1_AutoML_20190416_020809_model_6	city	2.2950782802043716e+22	0.8013835080599538	0.2522160500566503
-5254	GBM_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	1.7706559460552701e+22	0.6182684424561903	0.19458501811259088
-5255	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_district	7.191432890428175e+21	0.2511067168129827	0.07902975743858984
-5256	GBM_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	4.3974936942497403e+21	0.1535493997640713	0.04832595468656225
-5257	GBM_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	3.467063522033878e+21	0.12106112248627936	0.038101056263101195
-5258	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	2.041514221446856e+21	0.07128453276075976	0.022435080210943953
-5259	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	1.1754871423835077e+21	0.041045049224150275	0.012917935152867512
-5260	GBM_grid_1_AutoML_20190416_020809_model_6	floor	1.02696131179134e+21	0.0358589014494055	0.011285720746655452
-5261	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	9.333736264160699e+20	0.03259105528205966	0.01025724531107278
-5262	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	5.617773638527075e+20	0.019615850076924898	0.00617361372569612
-5263	GBM_grid_1_AutoML_20190416_020809_model_6	bathroom_count	4.7476359692725885e+20	0.016577548578031457	0.005217381915052503
-5264	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	3.325317227362019e+20	0.011611169902397727	0.0036543345100886774
-5265	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_central	5.331170363662611e+19	0.0018615103654402426	0.0005858653026781839
-5266	GBM_grid_1_AutoML_20190416_020809_model_6	room_count	2.7328288940605047e+19	0.0009542349927405495	0.00030032235287384066
-5267	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	1.7187760378952548e+19	0.0006001532857063303	0.00018888371126555138
-5268	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	0.0	0.0	0.0
-5269	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	0.0	0.0	0.0
-5270	GBM_grid_1_AutoML_20190416_023844_model_53	supply_area	2.1287972754825236e+22	1.0	0.3728197288464356
-5271	GBM_grid_1_AutoML_20190416_023844_model_53	city	1.4265018963507039e+22	0.6700975770590302	0.2498255969798011
-5272	GBM_grid_1_AutoML_20190416_023844_model_53	exclusive_use_area	9.744802179411452e+21	0.457760928748025	0.1706623053323312
-5273	GBM_grid_1_AutoML_20190416_023844_model_53	apartment_building_count_in_sites	1.8563385896683564e+21	0.08720128548866117	0.03251035961094328
-5274	GBM_grid_1_AutoML_20190416_023844_model_53	heat_type_district	1.7885713779629406e+21	0.08401792874136098	0.031323541411593346
-5275	GBM_grid_1_AutoML_20190416_023844_model_53	heat_fuel_cogeneration	1.5198624173460197e+21	0.07139535712725488	0.0266175976850776
-5276	GBM_grid_1_AutoML_20190416_023844_model_53	heat_fuel_gas	1.5001915385985955e+21	0.0704713199268143	0.02627309838656532
-5277	GBM_grid_1_AutoML_20190416_023844_model_53	total_parking_capacity_in_site	1.347724425013781e+21	0.06330919531585266	0.023602917031142222
-5278	GBM_grid_1_AutoML_20190416_023844_model_53	heat_type_individual	9.902541600785034e+20	0.04651707193932064	0.01734248214714766
-5279	GBM_grid_1_AutoML_20190416_023844_model_53	bathroom_count	9.377932057628922e+20	0.044052724820888706	0.01642372492267037
-5280	GBM_grid_1_AutoML_20190416_023844_model_53	floor	5.534471471013277e+20	0.025998114215731543	0.009692609892427696
-5281	GBM_grid_1_AutoML_20190416_023844_model_53	total_household_count_in_sites	4.59113447484658e+20	0.021566799843850473	0.008040528469869683
-5282	GBM_grid_1_AutoML_20190416_023844_model_53	room_count	3.569724412545928e+20	0.016768738168066268	0.006251716416915342
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-5285	GBM_grid_1_AutoML_20190416_023844_model_53	total_household_count_of_area_type	1.1451823501221875e+20	0.00537948053255853	0.0020055764734831505
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-5292	GBM_grid_1_AutoML_20190416_023844_model_10	room_count	2.208367098878887e+21	0.2457010822477879	0.05942092374392113
-5293	GBM_grid_1_AutoML_20190416_023844_model_10	total_parking_capacity_in_site	1.6183481191597762e+21	0.18005606247851286	0.04354517880135522
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-5295	GBM_grid_1_AutoML_20190416_023844_model_10	total_household_count_in_sites	1.4867360495494077e+21	0.165413013342092	0.04000386958873946
-5296	GBM_grid_1_AutoML_20190416_023844_model_10	heat_fuel_cogeneration	1.2077061052239488e+21	0.13436837437101248	0.03249596157269862
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-5298	GBM_grid_1_AutoML_20190416_023844_model_10	heat_fuel_gas	9.267359538840234e+20	0.10310786958510484	0.024935848063688534
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-5301	GBM_grid_1_AutoML_20190416_023844_model_10	total_household_count_of_area_type	6.350355542194226e+20	0.07065352631668283	0.017087013866991352
-5302	GBM_grid_1_AutoML_20190416_023844_model_10	front_door_structure_stairway	2.9368441122231786e+20	0.03267508274021124	0.007902218346251854
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-5304	GBM_grid_1_AutoML_20190416_023844_model_10	heat_type_central	1.1462133401853205e+20	0.012752674060094312	0.003084136487814626
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-5306	GBM_grid_1_AutoML_20190416_022142_model_41	supply_area	1.2536818901498953e+22	1.0	0.2686405672781128
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-5308	GBM_grid_1_AutoML_20190416_022142_model_41	city	8.403990498350708e+21	0.6703447313373804	0.180081788898368
-5309	GBM_grid_1_AutoML_20190416_022142_model_41	apartment_building_count_in_sites	2.724779949975696e+21	0.2173422118787973	0.058386935092599894
-5310	GBM_grid_1_AutoML_20190416_022142_model_41	total_parking_capacity_in_site	2.053158137545934e+21	0.16377026370704376	0.04399533654554637
-5311	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_cogeneration	1.9060306042693207e+21	0.15203462850065003	0.04084266884633177
-5312	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_in_sites	1.8075319546066355e+21	0.1441778786794567	0.03873202711740417
-5313	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_gas	1.5063572479634424e+21	0.1201546628214703	0.03227841678147016
-5314	GBM_grid_1_AutoML_20190416_022142_model_41	room_count	1.2905539017565914e+21	0.1029410978890576	0.02765415493314818
-5315	GBM_grid_1_AutoML_20190416_022142_model_41	bathroom_count	1.2535298092199785e+21	0.09998786925685761	0.026860797918092007
-5316	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_district	1.2148649990441193e+21	0.09690376869836295	0.026032283394515257
-5317	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_individual	8.000748180077627e+20	0.06381800872246009	0.017144106065761232
-5318	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_of_area_type	7.900861858779759e+20	0.06302126497045514	0.01693006837224733
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-5321	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_corridor	2.554093383360866e+20	0.020372738917489572	0.005472944139803285
-5322	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_central	1.639649441709797e+20	0.013078672146358864	0.003513461904642299
-5323	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_mixed	8.043115848547697e+17	6.415595464640579e-05	1.723489205047933e-05
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-5326	GBM_grid_1_AutoML_20190416_023844_model_12	city	7.489182187342287e+21	0.8342457482718045	0.18653130346497765
-5327	GBM_grid_1_AutoML_20190416_023844_model_12	apartment_building_count_in_sites	2.0064569353100088e+21	0.22350613531634023	0.04997435208910811
-5328	GBM_grid_1_AutoML_20190416_023844_model_12	room_count	1.935439532048515e+21	0.21559526264130516	0.04820553828972511
-5329	GBM_grid_1_AutoML_20190416_023844_model_12	total_parking_capacity_in_site	1.8189840455090852e+21	0.2026228856743455	0.045305008811812014
-5330	GBM_grid_1_AutoML_20190416_023844_model_12	bathroom_count	1.7108965285522865e+21	0.19058264560449276	0.0426128983888181
-5331	GBM_grid_1_AutoML_20190416_023844_model_12	total_household_count_in_sites	1.4782076392300515e+21	0.16466263034364745	0.03681737082100802
-5332	GBM_grid_1_AutoML_20190416_023844_model_12	heat_fuel_cogeneration	1.3305613475713605e+21	0.14821580237456145	0.033139979278656
-5333	GBM_grid_1_AutoML_20190416_023844_model_12	heat_fuel_gas	1.2753189279046388e+21	0.1420621593494124	0.03176406929419751
-5334	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_district	1.1728645696567504e+21	0.13064941619239903	0.029212262633391956
-5335	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_individual	1.0211553274467294e+21	0.11375000219481257	0.02543367613499598
-5336	GBM_grid_1_AutoML_20190416_023844_model_12	floor	5.797920790215383e+20	0.06458503274534932	0.014440745268734905
-5337	GBM_grid_1_AutoML_20190416_023844_model_12	total_household_count_of_area_type	4.8353101468621446e+20	0.053862181887002016	0.012043193526203986
-5338	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_corridor	3.7213504085315866e+20	0.041453401432723476	0.009268680144095397
-5339	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_stairway	3.477726075626654e+20	0.03873958624145998	0.008661890734574178
-5340	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_central	1.24617521992225e+20	0.01388157415343571	0.0031038193797812133
-5341	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_mixed	8.770759174792413e+18	0.0009770050143863692	0.0002184512407798723
-5342	GBM_grid_1_AutoML_20190416_023844_model_63	supply_area	1.1576676230741514e+22	1.0	0.23475542402210536
-5343	GBM_grid_1_AutoML_20190416_023844_model_63	city	8.494832043484445e+21	0.7337885135741014	0.17226083364663858
-5344	GBM_grid_1_AutoML_20190416_023844_model_63	exclusive_use_area	8.03472854295358e+21	0.6940445066276969	0.1629307124435979
-5345	GBM_grid_1_AutoML_20190416_023844_model_63	apartment_building_count_in_sites	3.462083666745913e+21	0.29905679296380894	0.07020520423890994
-5346	GBM_grid_1_AutoML_20190416_023844_model_63	total_parking_capacity_in_site	2.6652623476252045e+21	0.23022690576313096	0.0540470148837211
-5347	GBM_grid_1_AutoML_20190416_023844_model_63	floor	2.5956037648137815e+21	0.2242097570217291	0.05263445657952923
-5348	GBM_grid_1_AutoML_20190416_023844_model_63	total_household_count_in_sites	2.171823765602496e+21	0.18760339516408722	0.04404091457973189
-5349	GBM_grid_1_AutoML_20190416_023844_model_63	total_household_count_of_area_type	1.6196740070375718e+21	0.13990837911978365	0.03284425086451029
-5350	GBM_grid_1_AutoML_20190416_023844_model_63	room_count	1.603960525725211e+21	0.13855103950008918	0.03252560802654691
-5351	GBM_grid_1_AutoML_20190416_023844_model_63	bathroom_count	1.5864405380123213e+21	0.1370376528108799	0.032170332292612173
-5352	GBM_grid_1_AutoML_20190416_023844_model_63	heat_fuel_gas	1.2006058989364225e+21	0.10370903314616763	0.02434625805115116
-5353	GBM_grid_1_AutoML_20190416_023844_model_63	heat_fuel_cogeneration	1.1643497405050205e+21	0.10057720517510242	0.023611044447839458
-5354	GBM_grid_1_AutoML_20190416_023844_model_63	heat_type_district	1.0851222751228304e+21	0.09373349081330624	0.022004445380949825
-5355	GBM_grid_1_AutoML_20190416_023844_model_63	heat_type_individual	9.278919012446298e+20	0.08015184002301463	0.018816079190754755
-5356	GBM_grid_1_AutoML_20190416_023844_model_63	front_door_structure_stairway	4.212197731918697e+20	0.03638520805076446	0.008541624944089733
-5357	GBM_grid_1_AutoML_20190416_023844_model_63	front_door_structure_mixed	2.5940550894919195e+20	0.022407598155016934	0.005260305206197947
-5358	GBM_grid_1_AutoML_20190416_023844_model_63	front_door_structure_corridor	2.3374366402090002e+20	0.020190913122386613	0.00473992637143936
-5359	GBM_grid_1_AutoML_20190416_023844_model_63	heat_type_central	2.103511055392215e+20	0.018170250367773134	0.004265564829674398
-5360	GBM_grid_1_AutoML_20190416_020809_model_8	supply_area	1.4834911215753942e+22	1.0	0.4045771451299066
-5361	GBM_grid_1_AutoML_20190416_020809_model_8	city	1.0623079542042458e+22	0.716086492702516	0.2897122288836716
-5362	GBM_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	6.187742100123923e+21	0.4171067834604124	0.1687518716667318
-5363	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_district	2.6053951533536384e+21	0.17562593502998775	0.0710542394052029
-5364	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	9.852116062394762e+20	0.06641169548714455	0.026868654163425643
-5365	GBM_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	6.556736513555688e+20	0.044198016544869906	0.017881507354127843
-5366	GBM_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.7182045537822468e+20	0.018323025424618975	0.00741307731643504
-5367	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	1.2765249074423556e+20	0.008604870557545025	0.0034813339643839534
-5368	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.2456443757083597e+20	0.008396709340501796	0.003397116693465837
-5369	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	9.837129982790966e+19	0.006631067648281184	0.0026827784183048853
-5370	GBM_grid_1_AutoML_20190416_020809_model_8	bathroom_count	6.110387657197696e+19	0.004118924318676586	0.001666422641856319
-5371	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	5.86184261393428e+19	0.003951383684527409	0.0015986395303989908
-5372	GBM_grid_1_AutoML_20190416_020809_model_8	floor	3.323936900464509e+19	0.002240617993678757	0.0009065028312092506
-5373	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_central	3.110154181751603e+17	2.0965101418664194e-05	8.482000879322114e-06
-5374	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	0.0	0.0	0.0
-5375	GBM_grid_1_AutoML_20190416_020809_model_8	room_count	0.0	0.0	0.0
-5376	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	0.0	0.0	0.0
-5377	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	0.0	0.0	0.0
-5378	GBM_grid_1_AutoML_20190416_022142_model_4	supply_area	6.018760849655494e+21	1.0	0.23752867722012636
-5379	GBM_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	4.4714098675588887e+21	0.7429120344289516	0.17646291282882184
-5380	GBM_grid_1_AutoML_20190416_022142_model_4	city	4.3653441853598026e+21	0.725289522943858	0.17227706098647105
-5381	GBM_grid_1_AutoML_20190416_022142_model_4	bathroom_count	1.6431245317722666e+21	0.27300046850446247	0.06484544016433974
-5382	GBM_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	1.3674268289585969e+21	0.22719407916612377	0.05396510909657405
-5383	GBM_grid_1_AutoML_20190416_022142_model_4	room_count	1.3083087803375461e+21	0.2173717834979989	0.051632032199259374
-5384	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.1666897827239045e+21	0.1938421897574954	0.046043078922550607
-5385	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	9.448308542368446e+20	0.15698095967559925	0.03728747970049108
-5386	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	7.6943950375504e+20	0.1278401855423582	0.03036571016745187
-5387	GBM_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	7.55258724059613e+20	0.125484089320951	0.029806069748577673
-5388	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	7.317197458134868e+20	0.12157315502166353	0.0288771106977731
-5389	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_district	5.7709509134781304e+20	0.09588270837856021	0.02277489288944253
-5390	GBM_grid_1_AutoML_20190416_022142_model_4	floor	5.409138052602161e+20	0.08987129058154508	0.021347008771900003
-5391	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	2.06857508497033e+20	0.03436878680914415	0.008163572468436537
-5392	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.715631500610513e+20	0.028504729519344726	0.0067706906972474406
-5393	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	1.6934243564010655e+20	0.02813576413321016	0.006683050837138884
-5394	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	7.643539194289481e+19	0.012699523016813315	0.003016500903510215
-5395	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_central	5.457031019889479e+19	0.00906670186140031	0.002153601699887673
-5396	GBM_grid_1_AutoML_20190416_021340_model_20	exclusive_use_area	9.775805381458736e+19	1.0	0.3021158959528529
-5397	GBM_grid_1_AutoML_20190416_021340_model_20	supply_area	7.807519478846692e+19	0.7986574173883217	0.2412871012136644
-5398	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_in_sites	3.147409868820421e+19	0.3219591374834395	0.09726897328101707
-5399	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_gas	2.9761266280315224e+19	0.304437998906585	0.09197555880175656
-5400	GBM_grid_1_AutoML_20190416_021340_model_20	total_parking_capacity_in_site	2.9058390278119883e+19	0.29724804396406485	0.08980335912243645
-5401	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_individual	2.4350145148541207e+19	0.24908582156028664	0.07525278614983844
-5402	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_of_area_type	1.256085711959674e+19	0.12848923060007178	0.0388186390230334
-5403	GBM_grid_1_AutoML_20190416_021340_model_20	floor	1.0351691968790135e+19	0.10589093752238207	0.03199133546286202
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-5406	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_cogeneration	2.078244377141969e+18	0.021259060466605313	0.0064227000999843385
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-5412	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_central	0.0	0.0	0.0
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-5414	GBM_grid_1_AutoML_20190416_022142_model_28	supply_area	3.876492519557571e+21	1.0	0.2116685011661419
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-5417	GBM_grid_1_AutoML_20190416_022142_model_28	apartment_building_count_in_sites	1.506534154986305e+21	0.3886333192662133	0.08226143219230207
-5418	GBM_grid_1_AutoML_20190416_022142_model_28	total_parking_capacity_in_site	1.2201443437073043e+21	0.31475472674111105	0.06662366124424954
-5419	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_in_sites	1.1453650273820727e+21	0.2954642686922545	0.06254047890223974
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-5421	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_gas	8.45247188907684e+20	0.21804432348141178	0.046153115139095834
-5422	GBM_grid_1_AutoML_20190416_022142_model_28	room_count	7.238518165269822e+20	0.18672854723052484	0.03952455171721633
-5423	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_cogeneration	5.5908322611312145e+20	0.1442239919959733	0.030527676217985314
-5424	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_of_area_type	5.2851240481443755e+20	0.13633778529121407	0.02885841466490255
-5425	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_district	4.1109026283623914e+20	0.10604696404345375	0.0224468019322976
-5426	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_individual	3.7039281630043596e+20	0.09554844087322252	0.02022459526839674
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-5428	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_corridor	2.6178940848788472e+20	0.06753254576582109	0.01429451274218523
-5429	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_stairway	1.7470706722123494e+20	0.04506833596087385	0.009539547122890301
-5430	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_central	7.82275958961697e+19	0.020179994028493034	0.004271469089552814
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-5432	GBM_grid_1_AutoML_20190416_023844_model_48	supply_area	3.197960777924539e+21	1.0	0.21089491667966762
-5433	GBM_grid_1_AutoML_20190416_023844_model_48	exclusive_use_area	2.703496782561673e+21	0.8453814697240376	0.17828665461998586
-5434	GBM_grid_1_AutoML_20190416_023844_model_48	city	1.3789249410197388e+21	0.43118882212015575	0.09093553071423426
-5435	GBM_grid_1_AutoML_20190416_023844_model_48	apartment_building_count_in_sites	1.1180801801458811e+21	0.34962285587239433	0.07373368305851603
-5436	GBM_grid_1_AutoML_20190416_023844_model_48	total_parking_capacity_in_site	9.84813882097384e+20	0.3079505817880992	0.06494521228765635
-5437	GBM_grid_1_AutoML_20190416_023844_model_48	total_household_count_in_sites	8.644720705545102e+20	0.27031978519622385	0.05700906857582327
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-5439	GBM_grid_1_AutoML_20190416_023844_model_48	room_count	7.889388938729032e+20	0.2467006160047156	0.052027905857137166
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-5443	GBM_grid_1_AutoML_20190416_023844_model_48	total_household_count_of_area_type	4.726456736493716e+20	0.14779595700861484	0.03116941603892356
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-5447	GBM_grid_1_AutoML_20190416_023844_model_48	front_door_structure_corridor	1.2607605495279544e+20	0.03942389031882317	0.008314298063976567
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-5450	XGBoost_grid_1_AutoML_20190416_020809_model_3	supply_area	5.3662736357737785e+20	1.0	0.291060801385347
-5451	XGBoost_grid_1_AutoML_20190416_020809_model_3	city	5.128557110786282e+20	0.9557017511364346	0.27816731757115015
-5452	XGBoost_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	4.08678092654573e+20	0.7615677477386866	0.22166251896605593
-5453	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	8.646950866969952e+19	0.16113510890174954	0.04690011392825839
-5454	XGBoost_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	8.639504974226653e+19	0.16099635539701468	0.046859728221975226
-5455	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	5.575758924284638e+19	0.10390373847346034	0.030242305387018876
-5456	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	3.4796094950645694e+19	0.06484219276236804	0.01887302058899799
-5457	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	3.39466694416306e+19	0.06325929638646861	0.018412301501318742
-5458	XGBoost_grid_1_AutoML_20190416_020809_model_3	floor	2.367616870997033e+19	0.04412031572921531	0.012841694453519941
-5459	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	1.872829601623415e+19	0.03490000191451971	0.010158022525590253
-5460	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_district	1.6272789683270844e+19	0.030324189163202116	0.008826182799202465
-5461	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	9.603395141251367e+18	0.017895835719653207	0.005208776286022781
-5462	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	6.304931726179172e+18	0.011749180444597372	0.003419725875825559
-5463	XGBoost_grid_1_AutoML_20190416_020809_model_3	bathroom_count	5.766836782859551e+18	0.010746445623673481	0.003127869075270459
-5464	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	4.674793038059405e+18	0.008711432467579215	0.0025355565152279376
-5465	XGBoost_grid_1_AutoML_20190416_020809_model_3	room_count	2.311766902986244e+18	0.0043079556874905875	0.001253877034733574
-5466	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	7.435439823692759e+17	0.0013855871556987089	0.0004032901079269098
-5467	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_central	8.64651992713134e+16	0.00016112707837874865	4.6897776557798204e-05
-5468	GBM_grid_1_AutoML_20190416_023844_model_33	supply_area	2.5185643451630517e+21	1.0	0.3298557050199999
-5469	GBM_grid_1_AutoML_20190416_023844_model_33	exclusive_use_area	1.3890256705590007e+21	0.5515148633095873	0.1819203240659928
-5470	GBM_grid_1_AutoML_20190416_023844_model_33	city	9.27870579515144e+20	0.3684124971026197	0.12152296396996329
-5471	GBM_grid_1_AutoML_20190416_023844_model_33	apartment_building_count_in_sites	3.363989426256017e+20	0.13356773801378627	0.04405808039046412
-5472	GBM_grid_1_AutoML_20190416_023844_model_33	total_household_count_in_sites	3.337285191528035e+20	0.13250744210436202	0.04370833573573116
-5473	GBM_grid_1_AutoML_20190416_023844_model_33	total_parking_capacity_in_site	3.165201594235046e+20	0.1256748353606241	0.04145456142115108
-5474	GBM_grid_1_AutoML_20190416_023844_model_33	heat_fuel_gas	3.0619935163682705e+20	0.12157694212771988	0.04010284795971477
-5475	GBM_grid_1_AutoML_20190416_023844_model_33	bathroom_count	2.942715328393642e+20	0.11684098260364799	0.03854066469195585
-5476	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_district	2.763427203149883e+20	0.10972231892574413	0.03619253286568061
-5477	GBM_grid_1_AutoML_20190416_023844_model_33	heat_fuel_cogeneration	2.5083032100714368e+20	0.09959257999060768	0.03285118068756263
-5478	GBM_grid_1_AutoML_20190416_023844_model_33	room_count	1.754803493510033e+20	0.06967475327283834	0.022982614862906637
-5479	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_individual	1.5399721155821358e+20	0.06114483906435347	0.020168973997906747
-5480	GBM_grid_1_AutoML_20190416_023844_model_33	floor	1.4221122096464082e+20	0.05646519265539514	0.018625365932435484
-5481	GBM_grid_1_AutoML_20190416_023844_model_33	total_household_count_of_area_type	1.2356904529616385e+20	0.049063287000580484	0.016183805124175072
-5482	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_corridor	3.472427705014262e+19	0.013787329720930585	0.004547829365440757
-5483	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_stairway	2.946169993928114e+19	0.011697815065103605	0.003858591035493326
-5484	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_central	2.6155835711442387e+19	0.010385216387929552	0.0034256228734257594
-5485	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_mixed	0.0	0.0	0.0
-5486	GBM_grid_1_AutoML_20190416_022142_model_6	supply_area	1.5789162896723804e+21	1.0	0.20603528815014263
-5487	GBM_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	9.731450554628671e+20	0.6163373332887656	0.1269872400618413
-5488	GBM_grid_1_AutoML_20190416_022142_model_6	city	8.589531906861443e+20	0.5440143953827813	0.11208616271051697
-5489	GBM_grid_1_AutoML_20190416_022142_model_6	room_count	7.12417810391786e+20	0.45120682777907767	0.09296452877677405
-5490	GBM_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	6.031780052490781e+20	0.3820202560417154	0.0787096535327461
-5491	GBM_grid_1_AutoML_20190416_022142_model_6	bathroom_count	5.389839776355157e+20	0.34136323829260956	0.07033287316548362
-5492	GBM_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	5.2841153121965887e+20	0.33466722376352354	0.06895325788252583
-5493	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	3.414597219693709e+20	0.216262080645341	0.04455762010171222
-5494	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	3.086488876216515e+20	0.19548147652950942	0.04027608234477282
-5495	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	2.6609984591248753e+20	0.16853321968557453	0.03472379048078864
-5496	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	2.5835757761089818e+20	0.16362968657730834	0.03371348962387325
-5497	GBM_grid_1_AutoML_20190416_022142_model_6	floor	1.8240730779036418e+20	0.11552690220721774	0.023802618585357458
-5498	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_district	1.5136681030866646e+20	0.09586753350937594	0.019752094890847727
-5499	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	1.3987241899487291e+20	0.08858760905170973	0.018252173557501198
-5500	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	9.181296805492346e+19	0.05814935766732404	0.011980819662732815
-5501	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	7.689470632832847e+19	0.04870093926530066	0.010034112054708819
-5502	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_central	3.80503898841185e+19	0.024099054606633908	0.00496525566002384
-5503	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	1.4352946723662332e+19	0.009090378519459394	0.001872938757650683
-5504	GBM_grid_1_AutoML_20190416_023844_model_5	supply_area	1.423921390059216e+21	1.0	0.24084960385757442
-5505	GBM_grid_1_AutoML_20190416_023844_model_5	city	1.0241118702333539e+21	0.7192193876592897	0.17322370460442718
-5506	GBM_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	9.429206243073977e+20	0.6621999155923803	0.15949058734494403
-5507	GBM_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	3.0127290622569297e+20	0.21157973208981998	0.05095889465812487
-5508	GBM_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	2.927199372146188e+20	0.20557310203932366	0.04951220018994383
-5509	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_district	2.7421068810389343e+20	0.19257431626368782	0.046381447785252466
-5510	GBM_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	2.6540477864187265e+20	0.18639004968584355	0.04489196962982903
-5511	GBM_grid_1_AutoML_20190416_023844_model_5	bathroom_count	2.3712526920672975e+20	0.16652974726144718	0.04010862365842154
-5512	GBM_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	2.353214720028516e+20	0.16526296581096053	0.03980351984789771
-5513	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	2.220445084576425e+20	0.15593874072529273	0.037557783929735765
-5514	GBM_grid_1_AutoML_20190416_023844_model_5	room_count	2.2119542159820875e+20	0.15534243894531988	0.03741416488224974
-5515	GBM_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	1.608259880072606e+20	0.11294583333745158	0.02720295921668884
-5516	GBM_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	1.2964409333023087e+20	0.09104722650794608	0.021928688436769664
-5517	GBM_grid_1_AutoML_20190416_023844_model_5	floor	6.4334553995685134e+19	0.04518125399676009	0.01088188712690812
-5518	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	4.893394971212435e+19	0.034365625837033995	0.008276947369167263
-5519	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	4.499170354729163e+19	0.031597041705666476	0.00761013497788103
-5520	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_central	1.647168803820064e+19	0.011567835242306207	0.002786108535599138
-5521	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	6.626101821431611e+18	0.004653418276942981	0.0011207739485853136
-5522	GBM_grid_1_AutoML_20190416_022142_model_7	supply_area	1.1177721057838713e+21	1.0	0.20363928519757266
-5523	GBM_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	8.639229128749477e+20	0.7728971839649691	0.15739223007384312
-5524	GBM_grid_1_AutoML_20190416_022142_model_7	city	6.090143185224293e+20	0.5448465884692477	0.11095216981821364
-5525	GBM_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	4.0260572742887775e+20	0.36018587809233116	0.07334799475298236
-5526	GBM_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	3.761079897806854e+20	0.33648002829425444	0.068520552445101
-5527	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	3.3432003881636096e+20	0.2990949918023844	0.060907490336811414
-5528	GBM_grid_1_AutoML_20190416_022142_model_7	bathroom_count	3.1440916746691884e+20	0.2812819946391755	0.05728006432726917
-5529	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_district	2.8662190498948474e+20	0.25642248854338917	0.05221769227555854
-5530	GBM_grid_1_AutoML_20190416_022142_model_7	room_count	2.3297302071903833e+20	0.20842622526857477	0.042443767530120816
-5531	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	2.097474120829213e+20	0.18764774232385198	0.03821245211576752
-5532	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	1.671316256199048e+20	0.14952209377482964	0.030448572297550734
-5533	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	1.4869102121912474e+20	0.13302445145099653	0.027089004207280137
-5534	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.2745850170872378e+20	0.11402905927710522	0.023220796122941346
-5535	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	1.1943906851600466e+20	0.10685457965713362	0.021759790221465777
-5536	GBM_grid_1_AutoML_20190416_022142_model_7	floor	7.982032205188694e+19	0.0714101932217306	0.014541920703493767
-5537	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	7.573020036921138e+19	0.06775102006692438	0.01379676929783488
-5538	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_central	2.139024665242868e+19	0.019136500671063112	0.0038969433178381615
-5539	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	1.82511329836689e+18	0.0016328134231681998	0.0003325049583549739
-5540	GBM_grid_1_AutoML_20190416_020809_model_12	supply_area	1.295473802874517e+21	1.0	0.35971452031320317
-5541	GBM_grid_1_AutoML_20190416_020809_model_12	exclusive_use_area	5.5630264037131315e+20	0.42942021609154696	0.15446868704416286
-5542	GBM_grid_1_AutoML_20190416_020809_model_12	city	5.0762858002362296e+20	0.39184781575455235	0.1409533490799252
-5543	GBM_grid_1_AutoML_20190416_020809_model_12	apartment_building_count_in_sites	2.087310763107633e+20	0.16112334795779854	0.057958407821896825
-5544	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_gas	1.971062301413574e+20	0.15214991588714483	0.05473053400903851
-5545	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_cogeneration	1.880856432330366e+20	0.14518675932751	0.05222578548732373
-5546	GBM_grid_1_AutoML_20190416_020809_model_12	room_count	1.657565675821151e+20	0.12795053610062906	0.04602566571725497
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-5548	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_individual	1.3394676380469507e+20	0.10339596486434663	0.03719302990349926
-5549	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_district	6.366503497725326e+19	0.049144208733505376	0.017677885470744815
-5550	GBM_grid_1_AutoML_20190416_020809_model_12	total_parking_capacity_in_site	6.343840364053607e+19	0.04896926784607537	0.01761495669333977
-5551	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_in_sites	2.8739571488483443e+19	0.022184602594597765	0.007980123680654778
-5552	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_corridor	2.3950466074774864e+19	0.018487804247088097	0.006650331636385696
-5553	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_of_area_type	1.202526081645124e+19	0.009282519484198353	0.0033390570435563724
-5554	GBM_grid_1_AutoML_20190416_020809_model_12	floor	5.712883197528769e+18	0.004409879369889608	0.0015862976421789309
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-5556	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_central	0.0	0.0	0.0
-5557	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_mixed	0.0	0.0	0.0
-5558	GBM_grid_1_AutoML_20190416_015849_model_14	supply_area	9.754002505684589e+19	1.0	0.39374702786906185
-5559	GBM_grid_1_AutoML_20190416_015849_model_14	city	5.797444657700091e+19	0.5943657133901048	0.23402973311462844
-5560	GBM_grid_1_AutoML_20190416_015849_model_14	exclusive_use_area	5.290487553825597e+19	0.5423914491248413	0.2135650210344997
-5561	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_individual	1.7658876922198753e+19	0.18104236606364657	0.07128489355594354
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-5563	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_of_area_type	6.241777427547161e+18	0.06399196046863306	0.025196644242038765
-5564	GBM_grid_1_AutoML_20190416_015849_model_14	floor	0.0	0.0	0.0
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-5568	GBM_grid_1_AutoML_20190416_015849_model_14	bathroom_count	0.0	0.0	0.0
-5569	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_cogeneration	0.0	0.0	0.0
-5570	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_gas	0.0	0.0	0.0
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-5576	GBM_grid_1_AutoML_20190416_020809_model_14	supply_area	9.722319858227898e+19	1.0	0.31571231746720185
-5577	GBM_grid_1_AutoML_20190416_020809_model_14	city	8.526192824305268e+19	0.8769710263224512	0.2768705550718515
-5578	GBM_grid_1_AutoML_20190416_020809_model_14	exclusive_use_area	6.72710988648237e+19	0.6919243539173715	0.21844904128724973
-5579	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_district	2.6720617451235574e+19	0.27483787656525405	0.08676970293818112
-5580	GBM_grid_1_AutoML_20190416_020809_model_14	apartment_building_count_in_sites	1.6793802064185524e+19	0.17273451510621823	0.05453441407075754
-5581	GBM_grid_1_AutoML_20190416_020809_model_14	floor	9.535666324491993e+18	0.09808015436173968	0.03096511283108572
-5582	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_in_sites	4.624045078879404e+18	0.04756112889009841	0.015015634223249256
-5583	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_cogeneration	5.18346065217323e+17	0.005331505985977741	0.0016832221104232914
-5584	GBM_grid_1_AutoML_20190416_020809_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-5585	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_of_area_type	0.0	0.0	0.0
-5586	GBM_grid_1_AutoML_20190416_020809_model_14	room_count	0.0	0.0	0.0
-5587	GBM_grid_1_AutoML_20190416_020809_model_14	bathroom_count	0.0	0.0	0.0
-5588	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_gas	0.0	0.0	0.0
-5589	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_central	0.0	0.0	0.0
-5590	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_individual	0.0	0.0	0.0
-5591	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_corridor	0.0	0.0	0.0
-5592	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_mixed	0.0	0.0	0.0
-5593	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_stairway	0.0	0.0	0.0
-5594	GBM_grid_1_AutoML_20190416_023844_model_66	supply_area	2.244380133299155e+20	1.0	0.22098364209646085
-5595	GBM_grid_1_AutoML_20190416_023844_model_66	room_count	1.7296442045604718e+20	0.770655638453705	0.17030228978767306
-5596	GBM_grid_1_AutoML_20190416_023844_model_66	exclusive_use_area	1.7066665226022787e+20	0.7604177640324871	0.16803988701074615
-5597	GBM_grid_1_AutoML_20190416_023844_model_66	total_parking_capacity_in_site	7.4245551808458e+19	0.33080649176536686	0.07310282337946367
-5598	GBM_grid_1_AutoML_20190416_023844_model_66	city	7.23974926644921e+19	0.3225723289488866	0.07128320809066259
-5599	GBM_grid_1_AutoML_20190416_023844_model_66	apartment_building_count_in_sites	5.796709744128085e+19	0.2582766465503835	0.05707491402316407
-5600	GBM_grid_1_AutoML_20190416_023844_model_66	heat_fuel_gas	5.285412647956434e+19	0.2354954300984243	0.052040637840222316
-5601	GBM_grid_1_AutoML_20190416_023844_model_66	heat_fuel_cogeneration	4.417943713324886e+19	0.1968447166225212	0.04349946240669048
-5602	GBM_grid_1_AutoML_20190416_023844_model_66	total_household_count_of_area_type	3.781290856665842e+19	0.16847818248629234	0.03723092237961304
-5603	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_district	3.289002117515182e+19	0.1465438972978464	0.03238380415188781
-5604	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_individual	2.590669957072788e+19	0.11542919662475357	0.025507964274406547
-5605	GBM_grid_1_AutoML_20190416_023844_model_66	total_household_count_in_sites	1.411468915099304e+19	0.06288903088018771	0.013897447091820678
-5606	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_stairway	1.2358671224899895e+19	0.05506496444848275	0.012168456395737853
-5607	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_corridor	1.1525376650975904e+19	0.05135215946700628	0.0113479872285373
-5608	GBM_grid_1_AutoML_20190416_023844_model_66	floor	8.296276476697772e+18	0.03696466723086946	0.008168586793561233
-5609	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_central	3.0143617050827817e+18	0.013430709265153681	0.002967967049352342
-5610	GBM_grid_1_AutoML_20190416_023844_model_66	bathroom_count	0.0	0.0	0.0
-5611	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_mixed	0.0	0.0	0.0
-5612	GLM_grid_1_AutoML_20190416_020809_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5613	GLM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5614	GLM_grid_1_AutoML_20190416_020809_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5615	GLM_grid_1_AutoML_20190416_020809_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5616	GLM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5617	GLM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5618	GLM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5619	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5620	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5621	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5622	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5623	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5624	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5625	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5626	GLM_grid_1_AutoML_20190416_020809_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5627	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5628	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5629	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5630	GLM_grid_1_AutoML_20190416_023844_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5631	GLM_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5632	GLM_grid_1_AutoML_20190416_023844_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5633	GLM_grid_1_AutoML_20190416_023844_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5634	GLM_grid_1_AutoML_20190416_023844_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5635	GLM_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5636	GLM_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5637	GLM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5638	GLM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5639	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5640	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5641	GLM_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5642	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5643	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5644	GLM_grid_1_AutoML_20190416_023844_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5645	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5646	GLM_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5647	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5648	GLM_grid_1_AutoML_20190416_022142_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5649	GLM_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5650	GLM_grid_1_AutoML_20190416_022142_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5651	GLM_grid_1_AutoML_20190416_022142_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5652	GLM_grid_1_AutoML_20190416_022142_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5653	GLM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5654	GLM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5655	GLM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5656	GLM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5657	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5658	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5659	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5660	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5661	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5662	GLM_grid_1_AutoML_20190416_022142_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5663	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5664	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5665	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5666	GLM_grid_1_AutoML_20190416_021340_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5667	GLM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5668	GLM_grid_1_AutoML_20190416_021340_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5669	GLM_grid_1_AutoML_20190416_021340_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5670	GLM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5671	GLM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5672	GLM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5673	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5674	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5675	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5676	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5677	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5678	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5679	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5680	GLM_grid_1_AutoML_20190416_021340_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5681	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5682	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5683	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5684	GLM_grid_1_AutoML_20190416_015849_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5685	GLM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5686	GLM_grid_1_AutoML_20190416_015849_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5687	GLM_grid_1_AutoML_20190416_015849_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5688	GLM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5689	GLM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5690	GLM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5691	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5692	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5693	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5694	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5695	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5696	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5697	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5698	GLM_grid_1_AutoML_20190416_015849_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5699	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5700	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5701	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5702	GLM_grid_1_AutoML_20190416_023643_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-5703	GLM_grid_1_AutoML_20190416_023643_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-5704	GLM_grid_1_AutoML_20190416_023643_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-5705	GLM_grid_1_AutoML_20190416_023643_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-5706	GLM_grid_1_AutoML_20190416_023643_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-5707	GLM_grid_1_AutoML_20190416_023643_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-5708	GLM_grid_1_AutoML_20190416_023643_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-5709	GLM_grid_1_AutoML_20190416_023643_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-5710	GLM_grid_1_AutoML_20190416_023643_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-5711	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-5712	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-5713	GLM_grid_1_AutoML_20190416_023643_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-5714	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-5715	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-5716	GLM_grid_1_AutoML_20190416_023643_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-5717	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-5718	GLM_grid_1_AutoML_20190416_023643_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-5719	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-5720	XGBoost_grid_1_AutoML_20190416_015849_model_2	supply_area	4.933924201265281e+20	1.0	0.2917664813628233
-5721	XGBoost_grid_1_AutoML_20190416_015849_model_2	city	4.318859155905991e+20	0.8753395836114467	0.2553947503079107
-5722	XGBoost_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	4.080034675041417e+20	0.8269350133095097	0.24127191914903512
-5723	XGBoost_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	8.116474329768028e+19	0.16450342564416773	0.04799658567232965
-5724	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	6.831497080618772e+19	0.13845970878245084	0.04039790204197689
-5725	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	6.3661424181067645e+19	0.1290279736456875	0.037646037867977336
-5726	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	3.721253123742761e+19	0.07542177325684216	0.022005545401293524
-5727	XGBoost_grid_1_AutoML_20190416_015849_model_2	bathroom_count	2.4492344987361477e+19	0.04964069975189431	0.014483492298998578
-5728	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.866385803777671e+19	0.037827614037910136	0.011036829846191983
-5729	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	1.7386246417021927e+19	0.035238170891566	0.010281317130694075
-5730	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	1.1003572621689225e+19	0.022301867991541928	0.006506937551710364
-5731	XGBoost_grid_1_AutoML_20190416_015849_model_2	floor	1.058001105585596e+19	0.021443400069143272	0.006256465386629255
-5732	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_district	1.0114161173306802e+19	0.02049922285128149	0.005980986121990783
-5733	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	5.191425514404839e+18	0.010521899613037271	0.003069937627348737
-5734	XGBoost_grid_1_AutoML_20190416_015849_model_2	room_count	3.9228153204687503e+18	0.007950700417048895	0.0023197478850522876
-5735	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_central	3.12812047662737e+18	0.006340025401738394	0.0018498069032161315
-5736	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.1244616612207657e+18	0.004305825494189712	0.0012562955538020718
-5737	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	8.099496743235748e+17	0.0016415932658954654	0.00047896189101922555
-5738	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	1.3056054067002868e+20	1.0	0.19320784828412976
-5739	GBM_grid_1_AutoML_20190416_015849_model_4	supply_area	1.0296593022196698e+20	0.7886450967003671	0.15237242219330738
-5740	GBM_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.673413912827265e+19	0.6643212312323339	0.12835207565586304
-5741	GBM_grid_1_AutoML_20190416_015849_model_4	floor	8.23772231481405e+19	0.6309503830589674	0.12190456588487054
-5742	GBM_grid_1_AutoML_20190416_015849_model_4	city	5.286245637965637e+19	0.40488846100337433	0.07822762834553473
-5743	GBM_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	4.382566706798867e+19	0.3356731432259551	0.0648546857294573
-5744	GBM_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	3.908273014753041e+19	0.2993456518099591	0.057835929279412515
-5745	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	2.9949073861455643e+19	0.2293884025583751	0.044319639679637424
-5746	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	1.8354990927883272e+19	0.14058605175565747	0.027162328558471883
-5747	GBM_grid_1_AutoML_20190416_015849_model_4	room_count	1.7989867305554674e+19	0.13778946696476424	0.02662200642847928
-5748	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	1.7588279479602512e+19	0.13471359255515136	0.026027723352205757
-5749	GBM_grid_1_AutoML_20190416_015849_model_4	bathroom_count	9.255008284920775e+18	0.07088671843287904	0.013695870340339518
-5750	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	8.828955775494783e+18	0.06762346211332401	0.013065383608438704
-5751	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_central	8.757136775480082e+18	0.06707338013873866	0.012959103453749182
-5752	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.315631729637327e+18	0.06369176848504161	0.012305749542405839
-5753	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	6.827814926128513e+18	0.05229616001196522	0.010104028549434351
-5754	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	5.869667508335673e+18	0.04495743873465061	0.008686130002287434
-5755	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_district	5.606631891378635e+18	0.04294277476644738	0.008296881111975322
-5756	XGBoost_grid_1_AutoML_20190416_021340_model_2	supply_area	4.975218339567339e+20	1.0	0.27265847257280296
-5757	XGBoost_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	4.535151916728598e+20	0.9115483195302319	0.24854137247941835
-5758	XGBoost_grid_1_AutoML_20190416_021340_model_2	city	4.4973164022028724e+20	0.9039435247366397	0.24646786074676794
-5759	XGBoost_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	1.1001703671824332e+20	0.22113006748526087	0.06029298644045207
-5760	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	8.64608269258866e+19	0.17378298001169837	0.04738340188913963
-5761	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	6.948710297795507e+19	0.13966643920997826	0.03808123798467491
-5762	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	4.795363394089229e+19	0.09638498386999934	0.026280182480948273
-5763	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	3.7283027524954096e+19	0.0749374700371368	0.02043233611879591
-5764	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	3.041983416293445e+19	0.061142711910769844	0.016671078438549432
-5765	XGBoost_grid_1_AutoML_20190416_021340_model_2	floor	1.9605022398966923e+19	0.039405350802497324	0.010744202761004396
-5766	XGBoost_grid_1_AutoML_20190416_021340_model_2	bathroom_count	9.058068709955863e+18	0.01820637425682022	0.004964122195953402
-5767	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	6.729286589651878e+18	0.013525610597096083	0.0036878723260187355
-5768	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	3.1249772477614653e+18	0.006281085641827779	0.001712591217199726
-5769	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.8678899356844687e+18	0.0037543878644065833	0.0010236656605549666
-5770	XGBoost_grid_1_AutoML_20190416_021340_model_2	room_count	9.728950298172457e+17	0.0019554820782033294	0.0005331787565864102
-5771	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_district	8.698297647670231e+17	0.0017483248078770074	0.000476695571676884
-5772	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	8.894052636295168e+16	0.00017876708174919263	4.874235945603226e-05
-5773	XGBoost_grid_1_AutoML_20190416_021340_model_13	city	1.5938508241710665e+20	1.0	0.5436907761741018
-5774	XGBoost_grid_1_AutoML_20190416_021340_model_13	supply_area	8.691876032471577e+19	0.545338114499647	0.29649530274963426
-5775	XGBoost_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	4.409797651577019e+19	0.2766756828620066	0.150426016763744
-5776	XGBoost_grid_1_AutoML_20190416_021340_model_13	bathroom_count	1.9094499633859133e+18	0.011980104627288343	0.0065134723834573485
-5777	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	3.9575271774355456e+17	0.0024829972274813014	0.0013499826898474517
-5778	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	3.4796306331756134e+17	0.0021831595406585857	0.001186963705172562
-5779	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	9.89352073185198e+16	0.0006207306594704323	0.0003374855340425414
-5780	XGBoost_grid_1_AutoML_20190416_022142_model_19	city	6.601075859262034e+20	1.0	0.28864495123773165
-5781	XGBoost_grid_1_AutoML_20190416_022142_model_19	supply_area	5.70130450445945e+20	0.8636932260761545	0.24930068912511072
-5782	XGBoost_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	5.6597169284941716e+20	0.8573931051789031	0.24748219103593178
-5783	XGBoost_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.3204327168250321e+20	0.2000329559873668	0.05773850282691281
-5784	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	8.161887678432385e+19	0.12364480961054797	0.03568945004083523
-5785	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	6.161707142521815e+19	0.09334398322170867	0.02694326948536574
-5786	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	6.1484149265513054e+19	0.09314261883423751	0.02688514667156311
-5787	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	3.967835758652922e+19	0.06010892532140216	0.017350137818348578
-5788	XGBoost_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.126072306367149e+19	0.04735701229642629	0.013669362505066623
-5789	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	3.0431176724886585e+19	0.04610032875502908	0.013306627145538766
-5790	XGBoost_grid_1_AutoML_20190416_022142_model_19	floor	1.785504079171027e+19	0.027048682930461535	0.0078074657655079335
-5791	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	1.3534768235597005e+19	0.02050388228247103	0.00591834210160804
-5792	XGBoost_grid_1_AutoML_20190416_022142_model_19	room_count	6.916839084094652e+18	0.01047835115300117	0.0030245231576098517
-5793	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_district	4.417273121183105e+18	0.006691747247511458	0.0019315390579531695
-5794	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	4.331478228867744e+18	0.006561776172879765	0.001894023563453789
-5795	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	4.198788615871922e+18	0.0063607640714817126	0.0018360024352475541
-5796	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.1670129830673777e+18	0.0017679133037532516	0.0005102992493543943
-5797	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	1.5431391433772237e+17	0.00023377085436944797	6.747677686027217e-05
-5798	XGBoost_grid_1_AutoML_20190416_023844_model_10	city	4.988849820845715e+20	1.0	0.29489645315528545
-5799	XGBoost_grid_1_AutoML_20190416_023844_model_10	supply_area	4.405573503824964e+20	0.8830840097483885	0.2604183423129473
-5800	XGBoost_grid_1_AutoML_20190416_023844_model_10	exclusive_use_area	4.0170472602842694e+20	0.8052050882548506	0.23745212458894405
-5801	XGBoost_grid_1_AutoML_20190416_023844_model_10	apartment_building_count_in_sites	8.744621804279248e+19	0.17528332417905598	0.0516904305976717
-5802	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_parking_capacity_in_site	6.4995949822211e+19	0.130282434140687	0.03841982773652567
-5803	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_fuel_cogeneration	3.919955545700486e+19	0.07857433449532003	0.023171292551706874
-5804	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_individual	3.4417020724783874e+19	0.06898788690927053	0.02034428316022183
-5805	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_household_count_in_sites	3.42024158462513e+19	0.06855771785981177	0.020217427833279258
-5806	XGBoost_grid_1_AutoML_20190416_023844_model_10	bathroom_count	2.2116944673551417e+19	0.044332752974716984	0.013073571610853471
-5807	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_household_count_of_area_type	1.6600574990231798e+19	0.03327535521487727	0.009812784230349538
-5808	XGBoost_grid_1_AutoML_20190416_023844_model_10	floor	1.405277235269809e+19	0.028168361160079678	0.0083067497973046
-5809	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_fuel_gas	1.3947230231547871e+19	0.02795680514027484	0.008244362677420505
-5810	XGBoost_grid_1_AutoML_20190416_023844_model_10	room_count	1.1606677839268545e+19	0.023265237992874613	0.006860836165912316
-5811	XGBoost_grid_1_AutoML_20190416_023844_model_10	front_door_structure_corridor	5.222440538401145e+18	0.010468225594964554	0.003087042598784425
-5812	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_district	2.896653487771222e+18	0.005806255132531086	0.0017122440446980891
-5813	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_central	2.176102698720428e+18	0.004361932663572408	0.0012863184713896901
-5814	XGBoost_grid_1_AutoML_20190416_023844_model_10	front_door_structure_stairway	1.701724866547286e+18	0.0034110565113359293	0.0010059084667052073
diff --git a/DS/result/1500/leaderboard.csv b/DS/result/1500/leaderboard.csv
deleted file mode 100644
index a8f5d99..0000000
--- a/DS/result/1500/leaderboard.csv
+++ /dev/null
@@ -1,327 +0,0 @@
-	model_id	mean_residual_deviance	rmse	mse	mae	rmsle	system_date	runtime
-0	GBM_1_AutoML_20190416_015849	25146739460939084	158577235.00218776	25146739460939084	96028946.2887346	0.3325625379269681	2019-04-16	1500
-1	XGBoost_grid_1_AutoML_20190416_021340_model_7	25287291314391604	159019782.77683443	25287291314391604	94756821.10638298	0.3265109694820456	2019-04-16	1500
-2	XGBoost_1_AutoML_20190416_023643	25390018062395390	159342455.30427662	25390018062395390	95017086.1643897	0.32542248561132664	2019-04-16	1500
-3	XGBoost_1_AutoML_20190416_015849	25430683883193010	159470009.35346118	25430683883193010	94624321.24165732	0.3254745865205184	2019-04-16	1500
-4	XGBoost_grid_1_AutoML_20190416_023643_model_1	25436478336570268	159488176.16541442	25436478336570268	93492665.80694291	0.3256016072894893	2019-04-16	1500
-5	XGBoost_1_AutoML_20190416_021340	25444619375119092	159513696.5126164	25444619375119092	94909111.0844345	0.3247477245623427	2019-04-16	1500
-6	XGBoost_grid_1_AutoML_20190416_022142_model_9	25445077879451860	159515133.70038548	25445077879451860	93976353.33303472	0.32974511411594026	2019-04-16	1500
-7	GBM_grid_1_AutoML_20190416_023844_model_54	25498712284597024	159683162.18248254	25498712284597024	94706721.71116844	0.3302337330210292	2019-04-16	1500
-8	XGBoost_grid_1_AutoML_20190416_022142_model_3	25605051932525788	160015786.51034963	25605051932525788	93655971.06203808	0.3230117653534213	2019-04-16	1500
-9	XGBoost_grid_1_AutoML_20190416_020809_model_4	25650591781436650	160158021.2834707	25650591781436650	94959937.13863382	0.3256110044640297	2019-04-16	1500
-10	XGBoost_grid_1_AutoML_20190416_022142_model_14	25668110357786624	160212703.48441982	25668110357786624	95048095.65778276	0.32606671705433715	2019-04-16	1500
-11	XGBoost_grid_1_AutoML_20190416_022142_model_16	25781216032985580	160565301.4601398	25781216032985580	93900215.69540872	0.3268410911874458	2019-04-16	1500
-12	XGBoost_grid_1_AutoML_20190416_023844_model_6	25899491263707040	160933188.81979266	25899491263707040	94963875.85397536	0.3268196866884665	2019-04-16	1500
-13	XGBoost_1_AutoML_20190416_022142	25937422774155144	161050994.32836527	25937422774155144	94928749.03740202	0.3254774090437719	2019-04-16	1500
-14	GBM_1_AutoML_20190416_020809	25964562050560844	161135229.07967967	25964562050560844	97608203.53054428	0.334991125349722	2019-04-16	1500
-15	XGBoost_grid_1_AutoML_20190416_023844_model_1	25985749054649596	161200958.60338297	25985749054649596	95320924.59216124	0.3255264177462727	2019-04-16	1500
-16	GBM_grid_1_AutoML_20190416_021340_model_9	25998652512830424	161240976.53149593	25998652512830424	95539592.52258098	0.32993690143952065	2019-04-16	1500
-17	GBM_grid_1_AutoML_20190416_023844_model_36	26074913780101628	161477285.64755362	26074913780101628	97672330.57122529	0.3339226827371736	2019-04-16	1500
-18	XGBoost_grid_1_AutoML_20190416_023844_model_3	26075074113524544	161477782.10492158	26075074113524544	94100806.25487122	0.3250469935194902	2019-04-16	1500
-19	XGBoost_1_AutoML_20190416_020809	26088676862485030	161519896.18150768	26088676862485030	95505214.75117579	0.3253468369950239	2019-04-16	1500
-20	XGBoost_grid_1_AutoML_20190416_022142_model_6	26096871388238400	161545261.11352938	26096871388238400	95137034.78701007	0.3340204303048377	2019-04-16	1500
-21	XGBoost_grid_1_AutoML_20190416_023844_model_12	26124760363642532	161631557.44978312	26124760363642532	94286085.69406494	0.3273746286909312	2019-04-16	1500
-22	XGBoost_grid_1_AutoML_20190416_021340_model_6	26163254415399372	161750593.24589622	26163254415399372	94258641.51847704	0.32168225280342155	2019-04-16	1500
-23	GBM_1_AutoML_20190416_022142	26185054804729228	161817968.1145738	26185054804729228	96979410.08741993	0.3323503737004983	2019-04-16	1500
-24	XGBoost_2_AutoML_20190416_021340	26203618972139588	161875319.21864924	26203618972139588	95122340.0206047	0.325948763409034	2019-04-16	1500
-25	XGBoost_grid_1_AutoML_20190416_020809_model_7	26209289749989464	161892834.15268713	26209289749989464	94906747.54580069	0.3272081282103748	2019-04-16	1500
-26	GBM_1_AutoML_20190416_023643	26222466048864400	161933523.54859817	26222466048864400	97272612.9104713	0.3321645600514707	2019-04-16	1500
-27	XGBoost_grid_1_AutoML_20190416_021340_model_8	26235333407713864	161973249.04969296	26235333407713864	95147860.00985442	0.32372215750963346	2019-04-16	1500
-28	XGBoost_grid_1_AutoML_20190416_022142_model_1	26278270712274140	162105739.2946781	26278270712274140	93395943.42665172	0.3224053100418281	2019-04-16	1500
-29	GBM_grid_1_AutoML_20190416_022142_model_19	26309762802019320	162202844.61753228	26309762802019320	96519483.71982668	0.33907219338637506	2019-04-16	1500
-30	XGBoost_2_AutoML_20190416_015849	26397458426429430	162472946.7524653	26397458426429430	94996162.43673012	0.3265386957777082	2019-04-16	1500
-31	XGBoost_2_AutoML_20190416_023844	26420210927983480	162542951.02520895	26420210927983480	95365306.79417694	0.3271295747028384	2019-04-16	1500
-32	XGBoost_2_AutoML_20190416_022142	26421353457477156	162546465.5336349	26421353457477156	95198321.3912654	0.3256217615277969	2019-04-16	1500
-33	GBM_grid_1_AutoML_20190416_022142_model_22	26421406078199136	162546627.39718452	26421406078199136	95522427.40957417	0.3279514930585443	2019-04-16	1500
-34	XGBoost_1_AutoML_20190416_023844	26422382255336908	162549630.12980655	26422382255336908	95688616.65218364	0.3275281336221339	2019-04-16	1500
-35	GBM_1_AutoML_20190416_023844	26434133035086560	162585771.31805402	26434133035086560	97565813.36519524	0.3323587902012228	2019-04-16	1500
-36	XGBoost_grid_1_AutoML_20190416_023844_model_11	26446023540757612	162622334.07732657	26446023540757612	97014569.1681971	0.3305761252811625	2019-04-16	1500
-37	XGBoost_2_AutoML_20190416_023643	26462433984366080	162672781.94082156	26462433984366080	95064362.3131019	0.3260678866695132	2019-04-16	1500
-38	GBM_grid_1_AutoML_20190416_023844_model_57	26470402339927000	162697272.0727886	26470402339927000	95492859.30934404	0.32677317147372026	2019-04-16	1500
-39	GBM_1_AutoML_20190416_021340	26478298633983372	162721537.09322983	26478298633983372	97863201.38082694	0.3335275140291422	2019-04-16	1500
-40	XGBoost_grid_1_AutoML_20190416_023844_model_9	26531906190767484	162886175.5667665	26531906190767484	98835793.50324748	0.33497712335227225	2019-04-16	1500
-41	XGBoost_grid_1_AutoML_20190416_023844_model_4	26582238344449570	163040603.36140063	26582238344449570	99214116.59484884	0.33728512417795153	2019-04-16	1500
-42	XGBoost_grid_1_AutoML_20190416_015849_model_3	26628202489753070	163181501.67758927	26628202489753070	95208478.14199328	0.32646039058643644	2019-04-16	1500
-43	XGBoost_grid_1_AutoML_20190416_022142_model_20	26664820967957708	163293664.81268558	26664820967957708	94962004.59932809	0.3231620456822121	2019-04-16	1500
-44	XGBoost_grid_1_AutoML_20190416_022142_model_2	26722293557990950	163469549.32950342	26722293557990950	98778375.09070548	0.33505927413311354	2019-04-16	1500
-45	GBM_grid_1_AutoML_20190416_021340_model_7	26741315355422980	163527720.44954023	26741315355422980	98155567.38730218	0.3585041456238243	2019-04-16	1500
-46	GBM_4_AutoML_20190416_023643	26786040657774400	163664414.7570705	26786040657774400	97966317.246487	0.3331412341024153	2019-04-16	1500
-47	GBM_2_AutoML_20190416_020809	26790696006005864	163678636.37630248	26790696006005864	99095111.83379896	0.3348152369491441	2019-04-16	1500
-48	GBM_grid_1_AutoML_20190416_015849_model_7	26802014565231010	163713208.27969566	26802014565231010	97371084.02584428	0.3566645052432887	2019-04-16	1500
-49	XGBoost_grid_1_AutoML_20190416_022142_model_5	26804418077306000	163720548.7326072	26804418077306000	98964168.75162372	0.3355735316611883	2019-04-16	1500
-50	GBM_grid_1_AutoML_20190416_022142_model_30	26835445213947980	163815277.71837392	26835445213947980	97936298.37825678	0.3452055646248053	2019-04-16	1500
-51	DRF_1_AutoML_20190416_021340	26864263925279030	163903215.11574757	26864263925279030	98306040.955153	0.3352818522137272	2019-04-16	1500
-52	GBM_2_AutoML_20190416_022142	26888807261380156	163978069.4525343	26888807261380156	99314990.16468146	0.3343451611924603	2019-04-16	1500
-53	GBM_4_AutoML_20190416_015849	26926564934872772	164093159.3177265	26926564934872772	97925160.3329406	0.33285590174880264	2019-04-16	1500
-54	XGBoost_2_AutoML_20190416_020809	26952706603932320	164172794.9568147	26952706603932320	95513126.26830909	0.32517140178330245	2019-04-16	1500
-55	GBM_grid_1_AutoML_20190416_023844_model_42	26975114013676020	164241024.1494981	26975114013676020	97747667.70423488	0.3321945229891443	2019-04-16	1500
-56	GBM_2_AutoML_20190416_023643	26982016113503264	164262034.91221964	26982016113503264	99500759.57207468	0.3341620145365198	2019-04-16	1500
-57	GBM_2_AutoML_20190416_023844	26985064640058304	164271314.1119237	26985064640058304	99733975.81989688	0.3346139591471576	2019-04-16	1500
-58	GBM_4_AutoML_20190416_020809	26988357514766430	164281336.47729567	26988357514766430	97566053.13398948	0.33274044796307234	2019-04-16	1500
-59	XGBoost_grid_1_AutoML_20190416_021340_model_10	27011332400653532	164351247.0310266	27011332400653532	97007786.637402	0.32867362308250625	2019-04-16	1500
-60	GBM_2_AutoML_20190416_021340	27020692200376308	164379719.55316237	27020692200376308	100566446.39001158	0.3368220511385198	2019-04-16	1500
-61	XGBoost_grid_1_AutoML_20190416_022142_model_13	27049739934073976	164468051.40839353	27049739934073976	99937757.9968645	0.3385009694416158	2019-04-16	1500
-62	GBM_4_AutoML_20190416_023844	27058188018989452	164493732.46111673	27058188018989452	98171262.32400525	0.3314965149601815	2019-04-16	1500
-63	GBM_3_AutoML_20190416_022142	27073451248343420	164540120.48234138	27073451248343420	99066591.52557604	0.33361146474665543	2019-04-16	1500
-64	GBM_4_AutoML_20190416_022142	27124563009725240	164695364.26300904	27124563009725240	97975315.7403629	0.3293218141042152	2019-04-16	1500
-65	GBM_4_AutoML_20190416_021340	27128481211098464	164707259.13297948	27128481211098464	97611897.45148912	0.33089964101772645	2019-04-16	1500
-66	XRT_1_AutoML_20190416_020809	27150302443024316	164773488.28930068	27150302443024316	97653895.54037158	0.3372920493951284	2019-04-16	1500
-67	GBM_3_AutoML_20190416_023643	27153248987269868	164782429.24313825	27153248987269868	99048981.53613059	0.3352160759911942	2019-04-16	1500
-68	XGBoost_grid_1_AutoML_20190416_022142_model_11	27197638491367028	164917065.49465105	27197638491367028	97257622.09272116	0.34629795863866764	2019-04-16	1500
-69	GBM_3_AutoML_20190416_020809	27200167268118450	164924732.1298975	27200167268118450	99454011.3965044	0.3355094937763093	2019-04-16	1500
-70	GBM_grid_1_AutoML_20190416_023844_model_4	27224861854584930	164999581.37699905	27224861854584930	100732691.38188748	0.3409225873140061	2019-04-16	1500
-71	DRF_1_AutoML_20190416_020809	27225306112403404	165000927.6107362	27225306112403404	98470437.44886236	0.3374464430076179	2019-04-16	1500
-72	GBM_3_AutoML_20190416_021340	27251200422210460	165079376.126185	27251200422210460	99760053.14954758	0.3359700656642713	2019-04-16	1500
-73	XGBoost_grid_1_AutoML_20190416_015849_model_4	27252377961065530	165082942.67145085	27252377961065530	96535857.85979845	0.3277680598860774	2019-04-16	1500
-74	GBM_grid_1_AutoML_20190416_023844_model_62	27276902949419724	165157206.77409062	27276902949419724	99111825.82637021	0.3493585563975196	2019-04-16	1500
-75	XGBoost_grid_1_AutoML_20190416_023844_model_8	27343011126879076	165357222.78412598	27343011126879076	96341931.14356104	0.33383677995906896	2019-04-16	1500
-76	GBM_3_AutoML_20190416_023844	27412068519723480	165565903.85620907	27412068519723480	99264567.8982148	0.33562854049511104	2019-04-16	1500
-77	XRT_1_AutoML_20190416_015849	27417804068506330	165583223.99478254	27417804068506330	98496229.87690364	0.3367189463546034	2019-04-16	1500
-78	GBM_grid_1_AutoML_20190416_023844_model_23	27447021719198280	165671426.98485538	27447021719198280	98345947.11165284	0.3332475516393381	2019-04-16	1500
-79	XGBoost_grid_1_AutoML_20190416_020809_model_2	27482846588458908	165779511.96833372	27482846588458908	96750344.31086226	0.3266704325440277	2019-04-16	1500
-80	GBM_3_AutoML_20190416_015849	27591064593120148	166105582.66692948	27591064593120148	100130390.09782983	0.33506538389333784	2019-04-16	1500
-81	GBM_grid_1_AutoML_20190416_021340_model_12	27598287152839470	166127322.11421296	27598287152839470	98954473.64990582	0.3549969220882689	2019-04-16	1500
-82	GBM_grid_1_AutoML_20190416_023844_model_46	27609502227880696	166161073.1425405	27609502227880696	99699496.91944817	0.34618662499997543	2019-04-16	1500
-83	XGBoost_grid_1_AutoML_20190416_015849_model_1	27627708837558150	166215850.13938397	27627708837558150	98098056.7525196	0.3345603557609977	2019-04-16	1500
-84	XGBoost_grid_1_AutoML_20190416_023844_model_5	27631998267036812	166228752.82885572	27631998267036812	96544148.51332588	0.3279157709068359	2019-04-16	1500
-85	GBM_2_AutoML_20190416_015849	27654699672556740	166297022.4404416	27654699672556740	100149145.66231434	0.334040042814968	2019-04-16	1500
-86	GBM_grid_1_AutoML_20190416_022142_model_40	27691336549880270	166407140.92213792	27691336549880270	97916993.42680082	0.33077234440484754	2019-04-16	1500
-87	GBM_grid_1_AutoML_20190416_023844_model_24	27740861235456280	166555880.21879107	27740861235456280	101338666.10074228	0.3451748200397314	2019-04-16	1500
-88	GBM_grid_1_AutoML_20190416_023844_model_31	27762401263216172	166620530.73740995	27762401263216172	99333241.43187544	0.3346974483546623	2019-04-16	1500
-89	XGBoost_grid_1_AutoML_20190416_022142_model_18	27797263597789336	166725113.87847164	27797263597789336	96991345.26674132	0.32795862127509623	2019-04-16	1500
-90	GBM_grid_1_AutoML_20190416_023844_model_58	27804680035801564	166747353.90944457	27804680035801564	100227037.75182548	0.3595881576938217	2019-04-16	1500
-91	DRF_1_AutoML_20190416_015849	27815046156391240	166778434.32647768	27815046156391240	98831417.71212693	0.33805682218344474	2019-04-16	1500
-92	XRT_1_AutoML_20190416_023643	27893675543746092	167013998.04730767	27893675543746092	97568453.73934804	0.33648027781019785	2019-04-16	1500
-93	XGBoost_grid_1_AutoML_20190416_022142_model_21	27895935030186500	167020762.272798	27895935030186500	95142453.77917132	0.32451245071367946	2019-04-16	1500
-94	DRF_1_AutoML_20190416_023844	27943008169539290	167161622.89694154	27943008169539290	100050997.51738459	0.3402767267675878	2019-04-16	1500
-95	GBM_grid_1_AutoML_20190416_022142_model_18	27983794095565364	167283573.896439	27983794095565364	101691094.64274092	0.3615473825343341	2019-04-16	1500
-96	GBM_grid_1_AutoML_20190416_023844_model_28	28033600291921732	167432375.2800567	28033600291921732	101400723.58531654	0.3392830454227415	2019-04-16	1500
-97	XRT_1_AutoML_20190416_021340	28052843741775980	167489831.75636658	28052843741775980	99508628.88557936	0.33940276234900696	2019-04-16	1500
-98	XGBoost_3_AutoML_20190416_021340	28088450936619604	167596094.6341519	28088450936619604	102769021.02486002	0.3448181642732311	2019-04-16	1500
-99	GBM_grid_1_AutoML_20190416_023844_model_25	28101577692211416	167635251.93768588	28101577692211416	100803468.88996978	0.3488546113303787	2019-04-16	1500
-100	XRT_1_AutoML_20190416_023844	28114222173877190	167672961.96428686	28114222173877190	98334012.80945349	0.3360891860175953	2019-04-16	1500
-101	GBM_grid_1_AutoML_20190416_015849_model_8	28130022164919252	167720070.84698972	28130022164919252	101269518.36952232	0.3655934411225064	2019-04-16	1500
-102	XGBoost_grid_1_AutoML_20190416_023643_model_2	28264810113452148	168121414.79731888	28264810113452148	98608153.32586786	0.33246032699672856	2019-04-16	1500
-103	XGBoost_grid_1_AutoML_20190416_020809_model_1	28391573749881816	168497993.31114247	28391573749881816	103181590.63157897	0.3434223244899615	2019-04-16	1500
-104	GBM_grid_1_AutoML_20190416_020809_model_9	28431104171210812	168615254.85913432	28431104171210812	101660845.05689228	0.3656319179543465	2019-04-16	1500
-105	XGBoost_3_AutoML_20190416_023844	28449983068014012	168671227.74206042	28449983068014012	103341568.23113102	0.3470087325914794	2019-04-16	1500
-106	XGBoost_3_AutoML_20190416_023643	28477752214381880	168753525.04283246	28477752214381880	103292814.50481524	0.3465842203464365	2019-04-16	1500
-107	DRF_1_AutoML_20190416_023643	28566808776465212	169017184.85546142	28566808776465212	99831987.6297586	0.3399877868392633	2019-04-16	1500
-108	XGBoost_grid_1_AutoML_20190416_023844_model_2	28572448732066764	169033868.59463036	28572448732066764	102780572.59798431	0.34318348244770197	2019-04-16	1500
-109	GBM_grid_1_AutoML_20190416_023844_model_51	28609618217530670	169143779.71870756	28609618217530670	103747183.91384986	0.3485264975064597	2019-04-16	1500
-110	XGBoost_3_AutoML_20190416_022142	28634653651051844	169217769.90331674	28634653651051844	103440505.21657334	0.3471177234819573	2019-04-16	1500
-111	DRF_1_AutoML_20190416_022142	28638175729316896	169228176.52305096	28638175729316896	100314403.38066442	0.3422193437289053	2019-04-16	1500
-112	XGBoost_3_AutoML_20190416_015849	28664642725816670	169306357.60601747	28664642725816670	103296865.01052631	0.3474103924403393	2019-04-16	1500
-113	GBM_grid_1_AutoML_20190416_023844_model_26	28725369961375028	169485603.99448392	28725369961375028	103636224.8159528	0.3453208781352607	2019-04-16	1500
-114	GBM_grid_1_AutoML_20190416_022142_model_34	28780440164101428	169647988.97747484	28780440164101428	105325721.89990903	0.3548024333694167	2019-04-16	1500
-115	XGBoost_grid_1_AutoML_20190416_022142_model_12	28794804127145704	169690318.30704337	28794804127145704	100130208.50436729	0.3349127881522651	2019-04-16	1500
-116	XRT_1_AutoML_20190416_022142	28795468443692804	169692275.73373163	28795468443692804	99609583.48232313	0.3415656420716391	2019-04-16	1500
-117	GBM_grid_1_AutoML_20190416_021340_model_14	28832520217998970	169801414.06360245	28832520217998970	100516950.00428955	0.3364121249297233	2019-04-16	1500
-118	XGBoost_grid_1_AutoML_20190416_021340_model_12	28884359675879788	169953992.82123318	28884359675879788	103624340.4550952	0.34657457437351624	2019-04-16	1500
-119	GBM_grid_1_AutoML_20190416_022142_model_20	28913079616069284	170038465.10736707	28913079616069284	104985298.07527225		2019-04-16	1500
-120	GBM_grid_1_AutoML_20190416_023844_model_61	28936767653939484	170108105.78552535	28936767653939484	101754659.49736236	0.3635603563242129	2019-04-16	1500
-121	XGBoost_grid_1_AutoML_20190416_022142_model_8	28999977656649948	170293798.05691677	28999977656649948	102525701.56326988	0.34334824565962924	2019-04-16	1500
-122	XGBoost_3_AutoML_20190416_020809	29085379692815670	170544362.82919368	29085379692815670	104097740.65845464	0.3480326028133832	2019-04-16	1500
-123	XGBoost_grid_1_AutoML_20190416_022142_model_4	29166634599381640	170782418.88257012	29166634599381640	100826006.89182529	0.3484239746625054	2019-04-16	1500
-124	XGBoost_grid_1_AutoML_20190416_021340_model_4	29246190974081480	171015177.61322087	29246190974081480	104354659.0387458	0.3471464006335264	2019-04-16	1500
-125	GBM_grid_1_AutoML_20190416_015849_model_11	29290313638464400	171144131.18323514	29290313638464400	105498600.38741018	0.3511664443999445	2019-04-16	1500
-126	GBM_grid_1_AutoML_20190416_015849_model_6	29408322597900150	171488549.46584672	29408322597900150	102961153.8471249	0.3504176717388723	2019-04-16	1500
-127	GBM_grid_1_AutoML_20190416_020809_model_1	29441191664619380	171584357.28416324	29441191664619380	103396260.90152606	0.3426773232635252	2019-04-16	1500
-128	GBM_grid_1_AutoML_20190416_023844_model_16	29489480452234268	171725014.05512905	29489480452234268	103888735.47602722	0.36930607586780817	2019-04-16	1500
-129	XGBoost_grid_1_AutoML_20190416_022142_model_17	29529007485815636	171840063.68078324	29529007485815636	104514023.73393056	0.3460508193492059	2019-04-16	1500
-130	GBM_grid_1_AutoML_20190416_023844_model_50	29586673443118536	172007771.46140385	29586673443118536	103671873.8868415	0.3743476158261683	2019-04-16	1500
-131	GBM_grid_1_AutoML_20190416_023844_model_37	29681388769411260	172282874.27777395	29681388769411260	104343174.08953388	0.3825285693435154	2019-04-16	1500
-132	GBM_grid_1_AutoML_20190416_022142_model_38	29778053505747180	172563186.99464026	29778053505747180	104660802.96478434	0.3838450809747131	2019-04-16	1500
-133	GBM_grid_1_AutoML_20190416_022142_model_14	29784065838873524	172580606.78672308	29784065838873524	108044808.14096619		2019-04-16	1500
-134	GBM_grid_1_AutoML_20190416_020809_model_4	29931520400766628	173007284.24192616	29931520400766628	107391733.57712854		2019-04-16	1500
-135	GBM_grid_1_AutoML_20190416_023844_model_7	29944888506682624	173045914.44666535	29944888506682624	108681766.89082614		2019-04-16	1500
-136	GBM_grid_1_AutoML_20190416_023844_model_40	29959032010576616	173086775.95523182	29959032010576616	107268994.79840976	0.35838304061933496	2019-04-16	1500
-137	GBM_grid_1_AutoML_20190416_015849_model_9	30057834252932668	173371953.47844663	30057834252932668	102872059.59500144	0.3418653558395161	2019-04-16	1500
-138	GBM_grid_1_AutoML_20190416_022142_model_10	30194400992499188	173765361.88924187	30194400992499188	105497465.61527307	0.3694815111680159	2019-04-16	1500
-139	XGBoost_grid_1_AutoML_20190416_021340_model_9	30252689366868012	173933002.52358094	30252689366868012	101734577.45487122	0.33730155190157823	2019-04-16	1500
-140	GBM_grid_1_AutoML_20190416_023844_model_15	30479126293695972	174582720.49001864	30479126293695972	105128335.47769044	0.3816058641045447	2019-04-16	1500
-141	GBM_grid_1_AutoML_20190416_023844_model_1	30520659574573900	174701630.14286357	30520659574573900	106040954.16457194	0.3685592941623891	2019-04-16	1500
-142	GBM_grid_1_AutoML_20190416_022142_model_44	30526485053389444	174718301.9989304	30526485053389444	106528020.02453192	0.3951057091713098	2019-04-16	1500
-143	GBM_grid_1_AutoML_20190416_023844_model_43	30552249664982252	174792018.31028283	30552249664982252	109092538.20875372	0.3654384309655534	2019-04-16	1500
-144	XGBoost_grid_1_AutoML_20190416_020809_model_6	30568125576670464	174837426.13259462	30568125576670464	100303077.5131019	0.33426659012493537	2019-04-16	1500
-145	GBM_grid_1_AutoML_20190416_022142_model_32	30693481455151964	175195552.04157433	30693481455151964	105918044.98934557	0.3982588563774573	2019-04-16	1500
-146	GBM_grid_1_AutoML_20190416_022142_model_23	30792104298996820	175476791.3400425	30792104298996820	106658279.33083495	0.35339021053506464	2019-04-16	1500
-147	XGBoost_grid_1_AutoML_20190416_023844_model_7	30833433018728036	175594513.06555122	30833433018728036	106400365.17805152	0.3513254460469658	2019-04-16	1500
-148	XGBoost_grid_1_AutoML_20190416_020809_model_8	30837961061819440	175607406.05629206	30837961061819440	102545160.8488242	0.3474454962700268	2019-04-16	1500
-149	XGBoost_grid_1_AutoML_20190416_022142_model_7	30979372644257904	176009581.1149436	30979372644257904	106196991.60582308	0.3506132213627436	2019-04-16	1500
-150	GBM_grid_1_AutoML_20190416_022142_model_8	31000569888411100	176069786.98348874	31000569888411100	106226131.78089921	0.3514447570100346	2019-04-16	1500
-151	GBM_grid_1_AutoML_20190416_020809_model_2	31046607464839012	176200475.21172866	31046607464839012	104285464.23909764	0.3461128962964271	2019-04-16	1500
-152	GBM_grid_1_AutoML_20190416_023844_model_2	31086343111052110	176313196.07746923	31086343111052110	109438068.00162092		2019-04-16	1500
-153	GBM_grid_1_AutoML_20190416_023844_model_47	31186768351241572	176597758.62462574	31186768351241572	106798774.39785253	0.3742204323490332	2019-04-16	1500
-154	XGBoost_grid_1_AutoML_20190416_015849_model_6	31255604065618384	176792545.27727798	31255604065618384	98474533.51041432	0.3276404595806521	2019-04-16	1500
-155	GBM_grid_1_AutoML_20190416_023844_model_60	31312508215605484	176953406.9059013	31312508215605484	109886902.49351417	0.3650750893716629	2019-04-16	1500
-156	GBM_grid_1_AutoML_20190416_023844_model_41	31345279975228656	177045982.65769452	31345279975228656	107809681.54464452	0.4103583543221401	2019-04-16	1500
-157	XGBoost_grid_1_AutoML_20190416_021340_model_1	31655113752904720	177918840.35397914	31655113752904720	107453446.15319148	0.35440161149597976	2019-04-16	1500
-158	GBM_grid_1_AutoML_20190416_022142_model_43	31656911160384904	177923891.4828048	31656911160384904	112748324.66398253		2019-04-16	1500
-159	GBM_grid_1_AutoML_20190416_022142_model_24	31714797939382212	178086490.05295774	31714797939382212	109173328.49985024	0.3577895766098909	2019-04-16	1500
-160	GBM_grid_1_AutoML_20190416_023844_model_17	31746240923729840	178174748.27744207	31746240923729840	108858409.56022376	0.4156533463626531	2019-04-16	1500
-161	XGBoost_grid_1_AutoML_20190416_021340_model_11	31820119305873490	178381947.8138791	31820119305873490	103287060.16035834	2.1680413143117208	2019-04-16	1500
-162	XGBoost_grid_1_AutoML_20190416_021340_model_3	31864613114687650	178506619.24614352	31864613114687650	106656095.85890256	0.3506573501920822	2019-04-16	1500
-163	GBM_grid_1_AutoML_20190416_020809_model_7	32012409254671496	178920119.75926992	32012409254671496	112712050.01559491		2019-04-16	1500
-164	GBM_grid_1_AutoML_20190416_023844_model_13	32040194620064464	178997750.32123858	32040194620064464	112550669.83102378		2019-04-16	1500
-165	GBM_grid_1_AutoML_20190416_021340_model_3	32152436247443828	179311004.2564143	32152436247443828	110644817.16134046		2019-04-16	1500
-166	GBM_grid_1_AutoML_20190416_023844_model_44	32190165821931330	179416180.4908669	32190165821931330	106901189.06113765	0.3687650630901803	2019-04-16	1500
-167	GBM_grid_1_AutoML_20190416_023844_model_22	32312508564278164	179756803.94432408	32312508564278164	108497959.86317636	0.38008855058241736	2019-04-16	1500
-168	GBM_grid_1_AutoML_20190416_023844_model_19	32509974161652708	180305224.99820328	32509974161652708	110959592.17539246		2019-04-16	1500
-169	GBM_grid_1_AutoML_20190416_015849_model_3	32558287322821108	180439151.30265132	32558287322821108	112373045.5310324		2019-04-16	1500
-170	GBM_grid_1_AutoML_20190416_022142_model_17	32561468382781344	180447965.85936165	32561468382781344	112799806.88835292		2019-04-16	1500
-171	GBM_grid_1_AutoML_20190416_021340_model_8	32745711624916960	180957761.99134693	32745711624916960	112167299.67828412		2019-04-16	1500
-172	GBM_grid_1_AutoML_20190416_022142_model_45	32787705320082620	181073756.57472456	32787705320082620	110587180.96718544	0.37124560469575935	2019-04-16	1500
-173	GBM_grid_1_AutoML_20190416_021340_model_17	32872039617659396	181306479.80052835	32872039617659396	107872216.80728096	0.3615752164938271	2019-04-16	1500
-174	GBM_grid_1_AutoML_20190416_020809_model_5	32985173396975956	181618207.77933016	32985173396975956	112538285.44875485	0.3896586371006099	2019-04-16	1500
-175	GBM_grid_1_AutoML_20190416_022142_model_2	33079789012766830	181878500.6886928	33079789012766830	113693262.80883937		2019-04-16	1500
-176	GBM_grid_1_AutoML_20190416_022142_model_36	33419180420831104	182809136.5901363	33419180420831104	115173081.47486418		2019-04-16	1500
-177	GBM_grid_1_AutoML_20190416_023844_model_34	33452633979915760	182900612.30054903	33452633979915760	109087937.52046809	0.37974810141235255	2019-04-16	1500
-178	GBM_grid_1_AutoML_20190416_023844_model_56	33472367384561340	182954550.0515397	33472367384561340	109621678.39156616	0.3591909679343885	2019-04-16	1500
-179	DeepLearning_grid_1_AutoML_20190416_022142_model_1	33472516659834828	182954958.00834376	33472516659834828	115810843.78371704		2019-04-16	1500
-180	DeepLearning_grid_1_AutoML_20190416_023844_model_5	33508411825839064	183053030.09193555	33508411825839064	114252528.54469895	0.39450859327273735	2019-04-16	1500
-181	GBM_grid_1_AutoML_20190416_015849_model_13	33738829909624892	183681327.0575561	33738829909624892	113382174.31065664		2019-04-16	1500
-182	GBM_grid_1_AutoML_20190416_021340_model_11	33776648562943710	183784244.5993228	33776648562943710	114564769.50180468	0.40004936243263706	2019-04-16	1500
-183	GBM_grid_1_AutoML_20190416_022142_model_15	33864607579324516	184023388.67471308	33864607579324516	116943660.30935553		2019-04-16	1500
-184	GBM_grid_1_AutoML_20190416_022142_model_35	33894442567043230	184104433.8603588	33894442567043230	111378333.80154832		2019-04-16	1500
-185	GBM_grid_1_AutoML_20190416_023844_model_30	33899850185679236	184119119.55492085	33899850185679236	109986082.07040568	0.3807976045243743	2019-04-16	1500
-186	GBM_5_AutoML_20190416_023643	33927972239974324	184195472.90846843	33927972239974324	110508663.43594472	0.3608902552099953	2019-04-16	1500
-187	XGBoost_grid_1_AutoML_20190416_015849_model_5	33966688651325416	184300538.93389845	33966688651325416	104352528.27278836	2.172881641884881	2019-04-16	1500
-188	GBM_grid_1_AutoML_20190416_023844_model_14	33997497540481990	184384103.27488104	33997497540481990	116554095.5059542	0.42701811037163057	2019-04-16	1500
-189	GBM_grid_1_AutoML_20190416_023844_model_8	34064572666150692	184565903.31410265	34064572666150692	113851610.46306926		2019-04-16	1500
-190	GBM_grid_1_AutoML_20190416_022142_model_26	34101629538106356	184666265.29527897	34101629538106356	111531399.08795942	0.36625518386718775	2019-04-16	1500
-191	GBM_5_AutoML_20190416_022142	34208443181175816	184955246.42782053	34208443181175816	110538987.57760292	0.36079883168513016	2019-04-16	1500
-192	GBM_grid_1_AutoML_20190416_021340_model_2	34482983375350828	185695943.3465115	34482983375350828	117277179.5962654		2019-04-16	1500
-193	GBM_grid_1_AutoML_20190416_022142_model_37	34488133664790810	185709810.3622714	34488133664790810	111527220.65917411	0.3899282843667369	2019-04-16	1500
-194	GBM_grid_1_AutoML_20190416_023844_model_59	34490254658451936	185715520.77963743	34490254658451936	112709012.11437316		2019-04-16	1500
-195	GBM_grid_1_AutoML_20190416_023844_model_32	34508740129734430	185765282.3585032	34508740129734430	110574014.33122988	0.3591098383843881	2019-04-16	1500
-196	GBM_5_AutoML_20190416_021340	34538689210600616	185845874.881851	34538689210600616	111112223.00821821	0.3605133175542463	2019-04-16	1500
-197	GBM_grid_1_AutoML_20190416_021340_model_15	34600596949164356	186012356.97975647	34600596949164356	114962231.99415012	0.3789008835503118	2019-04-16	1500
-198	GBM_grid_1_AutoML_20190416_023844_model_29	34610568144090644	186039157.55585068	34610568144090644	119256213.17753759		2019-04-16	1500
-199	GBM_grid_1_AutoML_20190416_021340_model_4	34671100241010244	186201772.92660305	34671100241010244	115758599.15593033	0.40242793431512697	2019-04-16	1500
-200	GBM_grid_1_AutoML_20190416_022142_model_13	34701197804540548	186282575.1500675	34701197804540548	114392358.26177862	0.3747368579368073	2019-04-16	1500
-201	GBM_grid_1_AutoML_20190416_015849_model_1	34734715309091520	186372517.57995737	34734715309091520	115267205.42110462	0.41537297463641937	2019-04-16	1500
-202	GBM_5_AutoML_20190416_020809	34737944337337696	186381180.21232104	34737944337337696	111294493.87105602	0.36222999707383213	2019-04-16	1500
-203	GBM_5_AutoML_20190416_015849	34827163429201804	186620372.49239916	34827163429201804	111692434.31671734	0.3621448348433773	2019-04-16	1500
-204	GBM_5_AutoML_20190416_023844	34987156765945932	187048541.2024	34987156765945932	112155826.05423772	0.3640059065681881	2019-04-16	1500
-205	GBM_grid_1_AutoML_20190416_023844_model_9	35199541882141572	187615409.50076988	35199541882141572	114056690.14871888	0.3725484054140631	2019-04-16	1500
-206	GBM_grid_1_AutoML_20190416_023844_model_38	35362562696776684	188049362.3939647	35362562696776684	112777372.54734199	0.36461311195533697	2019-04-16	1500
-207	GBM_grid_1_AutoML_20190416_023844_model_11	35367986614141216	188063783.36655152	35367986614141216	113779531.65333608	0.3712336953945872	2019-04-16	1500
-208	DeepLearning_grid_1_AutoML_20190416_023844_model_3	35492709134492296	188395087.87251407	35492709134492296	118719265.64928964		2019-04-16	1500
-209	DeepLearning_1_AutoML_20190416_021340	35595099347654640	188666635.49142608	35595099347654640	119520036.18148968		2019-04-16	1500
-210	GBM_grid_1_AutoML_20190416_022142_model_9	35626910517518916	188750921.89846092	35626910517518916	119105439.68666166		2019-04-16	1500
-211	DeepLearning_grid_1_AutoML_20190416_015849_model_3	35628622684222636	188755457.3627545	35628622684222636	119267856.53622822	0.4183762499070847	2019-04-16	1500
-212	GBM_grid_1_AutoML_20190416_022142_model_33	35663207390736024	188847047.60926503	35663207390736024	116655635.51735081	0.390927670506487	2019-04-16	1500
-213	GBM_grid_1_AutoML_20190416_021340_model_16	35663834881531904	188848708.97502032	35663834881531904	119902352.88373476		2019-04-16	1500
-214	GBM_grid_1_AutoML_20190416_022142_model_1	35801345015597870	189212433.565022	35801345015597870	113768651.68717888	0.36793247728290257	2019-04-16	1500
-215	DeepLearning_grid_1_AutoML_20190416_021340_model_2	35808317806942350	189230858.4954958	35808317806942350	118441684.36023596		2019-04-16	1500
-216	GBM_grid_1_AutoML_20190416_022142_model_29	35832142424052240	189293799.2224052	35832142424052240	125409827.39207949		2019-04-16	1500
-217	GBM_grid_1_AutoML_20190416_015849_model_5	36129171968493640	190076752.83551547	36129171968493640	120382051.66094068	0.4149424823328258	2019-04-16	1500
-218	DeepLearning_1_AutoML_20190416_020809	36166709522931960	190175470.350232	36166709522931960	118219966.64228489	0.3982522032421204	2019-04-16	1500
-219	GBM_grid_1_AutoML_20190416_023844_model_20	36178687021430376	190206958.39382532	36178687021430376	115200134.07990643		2019-04-16	1500
-220	GBM_grid_1_AutoML_20190416_023844_model_45	36291786406452940	190504032.52018824	36291786406452940	115053586.6424434	0.3733896207258237	2019-04-16	1500
-221	DeepLearning_grid_1_AutoML_20190416_021340_model_6	36402500461789700	190794393.16130257	36402500461789700	118021989.91975611	0.4115798415963096	2019-04-16	1500
-222	DeepLearning_grid_1_AutoML_20190416_023844_model_2	36438208553421144	190887947.6379301	36438208553421144	122583912.88919532		2019-04-16	1500
-223	DeepLearning_grid_1_AutoML_20190416_023844_model_1	36498686413871016	191046293.90247545	36498686413871016	119174568.01227948		2019-04-16	1500
-224	GBM_grid_1_AutoML_20190416_022142_model_11	36598894822229580	191308376.2469108	36598894822229580	120222202.693552	0.41692264825433145	2019-04-16	1500
-225	GBM_grid_1_AutoML_20190416_022142_model_16	36625436498551400	191377732.5044672	36625436498551400	115775733.74308446	0.3729322755798492	2019-04-16	1500
-226	GBM_grid_1_AutoML_20190416_021340_model_6	36719967222451000	191624547.54663092	36719967222451000	117048767.22912458	0.4134314251162081	2019-04-16	1500
-227	DeepLearning_grid_1_AutoML_20190416_022142_model_5	36771513436915944	191758998.32058972	36771513436915944	118643061.44707844	0.3934281951360645	2019-04-16	1500
-228	DeepLearning_grid_1_AutoML_20190416_020809_model_1	36853149944821960	191971742.5685925	36853149944821960	121679042.76206385		2019-04-16	1500
-229	GBM_grid_1_AutoML_20190416_023844_model_3	36926563020180600	192162855.46426657	36926563020180600	124767802.4918676		2019-04-16	1500
-230	DeepLearning_1_AutoML_20190416_023643	36964739090517580	192262162.39946327	36964739090517580	119033072.86429209		2019-04-16	1500
-231	DeepLearning_1_AutoML_20190416_015849	37130153721913030	192691862.1060916	37130153721913030	119390220.25326052		2019-04-16	1500
-232	GBM_grid_1_AutoML_20190416_020809_model_11	37280230266290820	193080890.47415027	37280230266290820	117701054.40458056	0.3814093544496499	2019-04-16	1500
-233	GBM_grid_1_AutoML_20190416_021340_model_5	37387395898908760	193358206.18455467	37387395898908760	124224337.86216621	0.4476435810811893	2019-04-16	1500
-234	XGBoost_grid_1_AutoML_20190416_021340_model_5	37568216817040930	193825222.3448768	37568216817040930	110076632.38969764	3.0696036677343503	2019-04-16	1500
-235	GBM_grid_1_AutoML_20190416_023844_model_6	37863956792871870	194586630.56045723	37863956792871870	117785124.40649529	0.3794997523846034	2019-04-16	1500
-236	GBM_grid_1_AutoML_20190416_022142_model_21	37986350615927656	194900873.82032865	37986350615927656	121843740.97858378		2019-04-16	1500
-237	GBM_grid_1_AutoML_20190416_023844_model_49	37988485260466220	194906349.97471532	37988485260466220	132059321.76721266		2019-04-16	1500
-238	XGBoost_grid_1_AutoML_20190416_020809_model_5	38086467526589280	195157545.4000928	38086467526589280	115218830.11791714	3.0677499957995487	2019-04-16	1500
-239	DeepLearning_grid_1_AutoML_20190416_015849_model_1	38181519300856110	195400919.39613825	38181519300856110	124307340.17945512		2019-04-16	1500
-240	DeepLearning_1_AutoML_20190416_023844	38400035440680340	195959269.85136563	38400035440680340	121369691.49101326	0.4021630847532056	2019-04-16	1500
-241	GBM_grid_1_AutoML_20190416_023844_model_18	38441638643656700	196065393.79415405	38441638643656700	122981165.80526201		2019-04-16	1500
-242	DeepLearning_1_AutoML_20190416_022142	38639816104092744	196570130.24387187	38639816104092744	121368338.19603576		2019-04-16	1500
-243	DeepLearning_grid_1_AutoML_20190416_021340_model_1	38652330704461830	196601960.07278728	38652330704461830	119486570.63808572		2019-04-16	1500
-244	DeepLearning_grid_1_AutoML_20190416_020809_model_3	38689752618325064	196697108.82045284	38689752618325064	125689464.10320136		2019-04-16	1500
-245	DeepLearning_grid_1_AutoML_20190416_022142_model_3	38715653009740290	196762936.06708628	38715653009740290	122491723.14614023		2019-04-16	1500
-246	DeepLearning_grid_1_AutoML_20190416_015849_model_4	39126230843777730	197803515.751813	39126230843777730	125113580.41558827		2019-04-16	1500
-247	DeepLearning_grid_1_AutoML_20190416_015849_model_2	39184171037704500	197949920.52967465	39184171037704500	123575929.25352515		2019-04-16	1500
-248	DeepLearning_grid_1_AutoML_20190416_022142_model_7	39551010224967130	198874357.88700145	39551010224967130	124469462.51111329	0.4356655490825999	2019-04-16	1500
-249	DeepLearning_grid_1_AutoML_20190416_020809_model_2	39583937874646320	198957125.71970457	39583937874646320	122474280.91900894		2019-04-16	1500
-250	GBM_grid_1_AutoML_20190416_022142_model_27	39796177266761224	199489792.38738316	39796177266761224	126444151.02433196		2019-04-16	1500
-251	DeepLearning_grid_1_AutoML_20190416_022142_model_8	39888768274061770	199721727.09563115	39888768274061770	124670741.0877636	0.44200645171060055	2019-04-16	1500
-252	GBM_grid_1_AutoML_20190416_023844_model_21	40045629725809150	200114041.80069208	40045629725809150	119664642.68765716	0.4005787130045851	2019-04-16	1500
-253	GBM_grid_1_AutoML_20190416_021340_model_1	40144916725674470	200361964.26885635	40144916725674470	123884541.23955688	0.4452419795524665	2019-04-16	1500
-254	GBM_grid_1_AutoML_20190416_023844_model_35	40330221242399330	200823856.25816303	40330221242399330	122850709.64782076		2019-04-16	1500
-255	DeepLearning_grid_1_AutoML_20190416_022142_model_2	40377087825299050	200940508.17418337	40377087825299050	126137333.97112451		2019-04-16	1500
-256	DeepLearning_grid_1_AutoML_20190416_021340_model_3	40483442684282670	201204976.78805733	40483442684282670	125028501.71115029	0.4051530653073521	2019-04-16	1500
-257	GBM_grid_1_AutoML_20190416_015849_model_2	40517783090088110	201290295.5685845	40517783090088110	125542813.86608344		2019-04-16	1500
-258	GBM_grid_1_AutoML_20190416_021340_model_19	40959382450195620	202384244.5700643	40959382450195620	130689618.9160578		2019-04-16	1500
-259	DeepLearning_grid_1_AutoML_20190416_022142_model_4	41070178000103040	202657785.44162333	41070178000103040	127821622.46822506	0.4126377340123407	2019-04-16	1500
-260	DeepLearning_grid_1_AutoML_20190416_020809_model_4	41147554028435064	202848598.78351405	41147554028435064	128741191.89599232	0.4473386933276268	2019-04-16	1500
-261	DeepLearning_grid_1_AutoML_20190416_021340_model_4	41450203932335660	203593231.54843745	41450203932335660	122674753.85159072	0.41471260492153494	2019-04-16	1500
-262	GBM_grid_1_AutoML_20190416_021340_model_13	42112087578729510	205212298.79987583	42112087578729510	125506755.90958166		2019-04-16	1500
-263	GBM_grid_1_AutoML_20190416_023844_model_55	42184333142277256	205388249.7668191	42184333142277256	125759570.0496687	0.4395477018791305	2019-04-16	1500
-264	GBM_grid_1_AutoML_20190416_021340_model_10	42262114581365550	205577514.77573016	42262114581365550	134519155.92424047		2019-04-16	1500
-265	DeepLearning_grid_1_AutoML_20190416_021340_model_7	43767942129380160	209207892.12976685	43767942129380160	132579427.81451428	0.4541206095649007	2019-04-16	1500
-266	GBM_grid_1_AutoML_20190416_022142_model_12	43835300132260480	209368813.6572887	43835300132260480	130177891.74568056	0.4552408329507255	2019-04-16	1500
-267	XGBoost_grid_1_AutoML_20190416_022142_model_15	44507575093653460	210968185.02715868	44507575093653460	124404776.65845464	4.818858837007665	2019-04-16	1500
-268	DeepLearning_grid_1_AutoML_20190416_021340_model_5	44521576639132600	211001366.43901765	44521576639132600	128582524.11424474		2019-04-16	1500
-269	DeepLearning_grid_1_AutoML_20190416_023844_model_4	44749952826788820	211541846.51455802	44749952826788820	132667634.71504596		2019-04-16	1500
-270	DeepLearning_grid_1_AutoML_20190416_022142_model_6	45096322184143570	212358946.5601663	45096322184143570	143880078.91937596	0.5240228890992615	2019-04-16	1500
-271	GBM_grid_1_AutoML_20190416_022142_model_42	45132562486517304	212444257.36300167	45132562486517304	135523253.1499177	0.5002424976728088	2019-04-16	1500
-272	GBM_grid_1_AutoML_20190416_022142_model_3	45910269580722960	214266818.66477358	45910269580722960	128044402.36487097		2019-04-16	1500
-273	GBM_grid_1_AutoML_20190416_023844_model_65	46839337696723010	216423976.7140485	46839337696723010	136580193.23512098		2019-04-16	1500
-274	XGBoost_grid_1_AutoML_20190416_022142_model_10	50637082331424640	225026848.02357394	50637082331424640	129566073.52060471	5.275268493927267	2019-04-16	1500
-275	GBM_grid_1_AutoML_20190416_022142_model_5	51771798314553770	227534169.553836	51771798314553770	151624433.51145285		2019-04-16	1500
-276	GBM_grid_1_AutoML_20190416_020809_model_3	52084985892576930	228221352.8410015	52084985892576930	143565390.35372362	0.5082964036929806	2019-04-16	1500
-277	DeepLearning_grid_1_AutoML_20190416_023844_model_6	52167223647262230	228401452.81337908	52167223647262230	159378118.10647804		2019-04-16	1500
-278	DeepLearning_grid_1_AutoML_20190416_015849_model_5	52579041440034500	229301202.43913788	52579041440034500	169670497.97604132	0.6270976247746434	2019-04-16	1500
-279	GBM_grid_1_AutoML_20190416_023844_model_27	53169609071124440	230585361.78848052	53169609071124440	151679638.17731276	0.5679505340739259	2019-04-16	1500
-280	GBM_grid_1_AutoML_20190416_022142_model_31	53234054690606170	230725062.9875441	53234054690606170	151299259.25518036	0.5674079387658498	2019-04-16	1500
-281	GBM_grid_1_AutoML_20190416_020809_model_10	53534958462981370	231376227.0912493	53534958462981370	146194269.00201336	0.518590545855089	2019-04-16	1500
-282	GBM_grid_1_AutoML_20190416_022142_model_39	53775459566840424	231895363.40091068	53775459566840424	154836629.96884874		2019-04-16	1500
-283	GBM_grid_1_AutoML_20190416_023844_model_52	54391632923213570	233220138.3311775	54391632923213570	162248587.29005787		2019-04-16	1500
-284	GBM_grid_1_AutoML_20190416_020809_model_13	56822514259445430	238374734.94362912	56822514259445430	152776734.66150075	0.5517142785052354	2019-04-16	1500
-285	GBM_grid_1_AutoML_20190416_023844_model_39	57253595676751780	239277236.0187065	57253595676751780	158813440.59783417	0.5907725184415414	2019-04-16	1500
-286	GBM_grid_1_AutoML_20190416_015849_model_10	58246382415426400	241342873.13990942	58246382415426400	153255150.72056198	0.5427086649682205	2019-04-16	1500
-287	DeepLearning_grid_1_AutoML_20190416_022142_model_9	58912928099984744	242719855.1828522	58912928099984744	178796728.40106934	0.669978886308253	2019-04-16	1500
-288	GBM_grid_1_AutoML_20190416_015849_model_12	59601545243725860	244134277.07662407	59601545243725860	160670829.04590026	0.5960430592393098	2019-04-16	1500
-289	GBM_grid_1_AutoML_20190416_021340_model_18	61863744563783070	248724233.9696377	61863744563783070	161562976.07291737	0.5839031645887277	2019-04-16	1500
-290	GBM_grid_1_AutoML_20190416_023844_model_64	61968218929256230	248934165.85365745	61968218929256230	163406910.38191152	0.6001943539042834	2019-04-16	1500
-291	GBM_grid_1_AutoML_20190416_022142_model_25	62078267925488136	249155108.16655585	62078267925488136	163690524.15843102	0.6022668116994655	2019-04-16	1500
-292	GBM_grid_1_AutoML_20190416_020809_model_6	65073732625540140	255095536.27129608	65073732625540140	168402402.76986253	0.6159169770584755	2019-04-16	1500
-293	GBM_grid_1_AutoML_20190416_023844_model_53	70453775711959144	265431301.3040458	70453775711959144	178630913.84742567	0.6420090258975218	2019-04-16	1500
-294	GBM_grid_1_AutoML_20190416_023844_model_10	78907894229786530	280905489.8534141	78907894229786530	188616896.78075725	0.6741844543097595	2019-04-16	1500
-295	GBM_grid_1_AutoML_20190416_022142_model_41	80819699813266980	284288057.8097978	80819699813266980	192105778.0605842	0.6844722241430643	2019-04-16	1500
-296	GBM_grid_1_AutoML_20190416_023844_model_12	80999099822458610	284603407.96002185	80999099822458610	191131703.27715638	0.6815564687405004	2019-04-16	1500
-297	GBM_grid_1_AutoML_20190416_023844_model_63	81053908405600020	284699681.077447	81053908405600020	192598582.46968985	0.6874895781135774	2019-04-16	1500
-298	GBM_grid_1_AutoML_20190416_020809_model_8	82719326417047070	287609677.19645154	82719326417047070	194366777.62034872	0.6883429221969091	2019-04-16	1500
-299	GBM_grid_1_AutoML_20190416_022142_model_4	88942337390116140	298232019.39113814	88942337390116140	203197410.63796732	0.7148095707707666	2019-04-16	1500
-300	GBM_grid_1_AutoML_20190416_021340_model_20	91527814027623710	302535640.9212371	91527814027623710	206916682.32586908	0.7258822530828132	2019-04-16	1500
-301	GBM_grid_1_AutoML_20190416_022142_model_28	93435928629293870	305672911.1800617	93435928629293870	208086742.18431208	0.729920808220499	2019-04-16	1500
-302	GBM_grid_1_AutoML_20190416_023844_model_48	95068707336179970	308332138.02031726	95068707336179970	210339539.28868684	0.7361918719937407	2019-04-16	1500
-303	XGBoost_grid_1_AutoML_20190416_020809_model_3	95071398064270450	308336501.3492085	95071398064270450	186248631.22631583	9.622077081204404	2019-04-16	1500
-304	GBM_grid_1_AutoML_20190416_023844_model_33	96177395946510350	310124807.0479212	96177395946510350	211755377.1644788	0.7400110414595215	2019-04-16	1500
-305	GBM_grid_1_AutoML_20190416_022142_model_6	97026976249500620	311491534.7958924	97026976249500620	212928379.13619068	0.7434142361054855	2019-04-16	1500
-306	GBM_grid_1_AutoML_20190416_023844_model_5	97661632747136860	312508612.2767449	97661632747136860	213617524.1727696	0.7454532112893235	2019-04-16	1500
-307	GBM_grid_1_AutoML_20190416_022142_model_7	98219365860057180	313399690.26796633	98219365860057180	214283945.00945204	0.7473905182441309	2019-04-16	1500
-308	GBM_grid_1_AutoML_20190416_020809_model_12	98445968437345340	313761005.2848272	98445968437345340	214502791.5438589	0.7481156565199785	2019-04-16	1500
-309	GBM_grid_1_AutoML_20190416_015849_model_14	98927233506913980	314526999.6469524	98927233506913980	215301736.37901503	0.7503232186892468	2019-04-16	1500
-310	GBM_grid_1_AutoML_20190416_020809_model_14	99005285005609140	314651052.76418376	99005285005609140	215466408.32463992	0.7506776516778659	2019-04-16	1500
-311	GBM_grid_1_AutoML_20190416_023844_model_66	99927793471820660	316113576.85461825	99927793471820660	216524984.66853943	0.7539087223643812	2019-04-16	1500
-312	StackedEnsemble_AllModels_AutoML_20190416_015849	100484242766098110	316992496.3876876	100484242766098110	217180190.02486664	0.7558775693636208	2019-04-16	1500
-313	GLM_grid_1_AutoML_20190416_020809_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-314	GLM_grid_1_AutoML_20190416_023844_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-315	GLM_grid_1_AutoML_20190416_022142_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-316	GLM_grid_1_AutoML_20190416_021340_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-317	GLM_grid_1_AutoML_20190416_015849_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-318	GLM_grid_1_AutoML_20190416_023643_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	1500
-319	StackedEnsemble_BestOfFamily_AutoML_20190416_015849	100495854999988340	317010812.1184329	100495854999988340	217194254.21912342	0.7559186219924334	2019-04-16	1500
-320	XGBoost_grid_1_AutoML_20190416_015849_model_2	107801180437006900	328330900.8256867	107801180437006900	201224123.26674137	10.313649722496443	2019-04-16	1500
-321	GBM_grid_1_AutoML_20190416_015849_model_4	121124756589055410	348029821.40767103	121124756589055410	224273882.54226708		2019-04-16	1500
-322	XGBoost_grid_1_AutoML_20190416_021340_model_2	130129964941904400	360735311.47075754	130129964941904400	230687802.27290028	12.315010235914373	2019-04-16	1500
-323	XGBoost_grid_1_AutoML_20190416_021340_model_13	170031094700569340	412348268.7008269	170031094700569340	293766704.42911536	1.3131646172853368	2019-04-16	1500
-324	XGBoost_grid_1_AutoML_20190416_022142_model_19	185462956732219100	430654103.35003084	185462956732219100	302056927.3795073	15.328295024604053	2019-04-16	1500
-325	XGBoost_grid_1_AutoML_20190416_023844_model_10	187858292874370620	433426225.4113965	187858292874370620	300580379.43034714	15.320985399751176	2019-04-16	1500
diff --git a/DS/result/1500/leaderboard_1500.csv b/DS/result/1500/leaderboard_1500.csv
deleted file mode 100644
index 31e22c9..0000000
--- a/DS/result/1500/leaderboard_1500.csv
+++ /dev/null
@@ -1,281 +0,0 @@
-,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
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-83,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,1500
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-98,XGBoost_grid_1_AutoML_20190421_195113_model_5,28576817075929876,169046789.60551092,28576817075929876,98018865.74064948,0.3421485698015463,2019-04-21,1500
-99,XGBoost_3_AutoML_20190421_195113,28756216106456244,169576578.88534093,28756216106456244,103889486.43135498,0.3487607055112712,2019-04-21,1500
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-150,XGBoost_grid_1_AutoML_20190421_201138_model_7,32777774929665828,181046333.65430468,32777774929665828,105288175.12206048,3.0536634885824885,2019-04-21,1500
-151,DeepLearning_grid_1_AutoML_20190421_201138_model_2,32786781740283816,181071206.27058244,32786781740283816,118936324.25207023,,2019-04-21,1500
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-155,DeepLearning_grid_1_AutoML_20190421_195113_model_1,33523397189669604,183093957.27240592,33523397189669604,116057866.68198672,,2019-04-21,1500
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-182,DeepLearning_grid_1_AutoML_20190421_201138_model_5,35297029561601720,187875037.0900874,35297029561601720,116589547.95299268,0.400792600352761,2019-04-21,1500
-183,GBM_grid_1_AutoML_20190421_195113_model_39,35514704044624012,188453453.25736007,35514704044624012,114363183.06954788,,2019-04-21,1500
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-187,DeepLearning_grid_1_AutoML_20190421_193852_model_1,36156747323155990,190149276.42027983,36156747323155990,124517103.21276984,,2019-04-21,1500
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-190,GBM_grid_1_AutoML_20190421_201138_model_40,36408802036394200,190810906.49225008,36408802036394200,115530368.3445804,0.4117678000778784,2019-04-21,1500
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-199,DeepLearning_grid_1_AutoML_20190421_195113_model_5,37907222391798360,194697771.92304572,37907222391798360,123084477.69046468,,2019-04-21,1500
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-206,DeepLearning_grid_1_AutoML_20190421_201138_model_7,39433859258854170,198579604.3375406,39433859258854170,125116208.85424094,0.4117983970386805,2019-04-21,1500
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diff --git a/DS/result/1500/params.json b/DS/result/1500/params.json
deleted file mode 100644
index 6d29610..0000000
--- a/DS/result/1500/params.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/DS/result/1500/varimp_percentage_1500.csv b/DS/result/1500/varimp_percentage_1500.csv
deleted file mode 100644
index 9313586..0000000
--- a/DS/result/1500/varimp_percentage_1500.csv
+++ /dev/null
@@ -1,279 +0,0 @@
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diff --git a/DS/result/1500/varimp_relative_importance_1500.csv b/DS/result/1500/varimp_relative_importance_1500.csv
deleted file mode 100644
index b3a88f6..0000000
--- a/DS/result/1500/varimp_relative_importance_1500.csv
+++ /dev/null
@@ -1,279 +0,0 @@
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diff --git a/DS/result/1500/varimp_scaled_importance_1500.csv b/DS/result/1500/varimp_scaled_importance_1500.csv
deleted file mode 100644
index 50f5402..0000000
--- a/DS/result/1500/varimp_scaled_importance_1500.csv
+++ /dev/null
@@ -1,279 +0,0 @@
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diff --git a/DS/result/2000/Hyperparameter_DL_2000.csv b/DS/result/2000/Hyperparameter_DL_2000.csv
deleted file mode 100644
index 66c3eac..0000000
--- a/DS/result/2000/Hyperparameter_DL_2000.csv
+++ /dev/null
@@ -1,40 +0,0 @@
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diff --git a/DS/result/2000/Hyperparameter_DRF_2000.csv b/DS/result/2000/Hyperparameter_DRF_2000.csv
deleted file mode 100644
index c4ae8a4..0000000
--- a/DS/result/2000/Hyperparameter_DRF_2000.csv
+++ /dev/null
@@ -1,6 +0,0 @@
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diff --git a/DS/result/2000/Hyperparameter_GBM_2000.csv b/DS/result/2000/Hyperparameter_GBM_2000.csv
deleted file mode 100644
index 0831e7d..0000000
--- a/DS/result/2000/Hyperparameter_GBM_2000.csv
+++ /dev/null
@@ -1,228 +0,0 @@
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diff --git a/DS/result/2000/Hyperparameter_GLM_2000.csv b/DS/result/2000/Hyperparameter_GLM_2000.csv
deleted file mode 100644
index 2dc5159..0000000
--- a/DS/result/2000/Hyperparameter_GLM_2000.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
-0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
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diff --git a/DS/result/2000/Hyperparameter_XGBoost_2000.csv b/DS/result/2000/Hyperparameter_XGBoost_2000.csv
deleted file mode 100644
index e58f0c1..0000000
--- a/DS/result/2000/Hyperparameter_XGBoost_2000.csv
+++ /dev/null
@@ -1,110 +0,0 @@
-,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
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-88,XGBoost_grid_1_AutoML_20190421_204058_model_21,164,5,15.0,100.0,0.6,0.8,0.9,gbtree,0.001,0.001
-89,XGBoost_grid_1_AutoML_20190421_204058_model_22,221,5,0.1,100.0,1.0,0.8,1.0,gbtree,100.0,0.001
-90,XGBoost_grid_1_AutoML_20190421_204058_model_23,115,10,0.1,100.0,0.6,0.6,0.9,gbtree,0.1,0.5
-91,XGBoost_grid_1_AutoML_20190421_204058_model_24,77,10,5.0,100.0,0.8,0.6,0.9,dart,100.0,0.1
-92,XGBoost_grid_1_AutoML_20190421_204058_model_25,209,5,3.0,100.0,0.8,0.6,1.0,gbtree,10.0,0.001
-93,XGBoost_grid_1_AutoML_20190421_204058_model_26,193,5,1.0,100.0,0.8,0.6,1.0,gbtree,10.0,0.001
-94,XGBoost_grid_1_AutoML_20190421_204058_model_27,100,20,0.1,100.0,1.0,1.0,0.8,dart,1.0,1.0
-95,XGBoost_grid_1_AutoML_20190421_204058_model_28,99,20,3.0,100.0,0.8,1.0,1.0,dart,0.01,0.1
-96,XGBoost_grid_1_AutoML_20190421_204058_model_29,116,10,5.0,100.0,1.0,0.6,0.7,dart,0.001,1.0
-97,XGBoost_grid_1_AutoML_20190421_204058_model_3,104,5,0.01,100.0,1.0,1.0,0.7,dart,0.01,0.5
-98,XGBoost_grid_1_AutoML_20190421_204058_model_30,92,15,0.1,100.0,1.0,1.0,0.8,gbtree,0.001,0.001
-99,XGBoost_grid_1_AutoML_20190421_204058_model_31,165,5,5.0,100.0,1.0,0.8,0.7,gbtree,10.0,0.1
-100,XGBoost_grid_1_AutoML_20190421_204058_model_32,129,10,1.0,100.0,0.6,0.6,1.0,gbtree,10.0,0.01
-101,XGBoost_grid_1_AutoML_20190421_204058_model_33,119,5,15.0,100.0,0.8,0.8,0.9,gbtree,100.0,0.5
-102,XGBoost_grid_1_AutoML_20190421_204058_model_34,14,20,3.0,100.0,1.0,1.0,0.9,gbtree,100.0,0.001
-103,XGBoost_grid_1_AutoML_20190421_204058_model_4,180,10,0.01,100.0,0.8,0.6,0.9,gbtree,10.0,0.01
-104,XGBoost_grid_1_AutoML_20190421_204058_model_5,176,20,0.01,100.0,0.6,0.8,0.8,gbtree,10.0,0.1
-105,XGBoost_grid_1_AutoML_20190421_204058_model_6,149,20,1.0,100.0,1.0,0.6,0.8,gbtree,10.0,0.001
-106,XGBoost_grid_1_AutoML_20190421_204058_model_7,100,5,1.0,100.0,1.0,0.6,0.7,dart,0.01,1.0
-107,XGBoost_grid_1_AutoML_20190421_204058_model_8,184,5,3.0,100.0,0.6,1.0,0.7,gbtree,0.01,0.001
-108,XGBoost_grid_1_AutoML_20190421_204058_model_9,280,20,20.0,100.0,0.8,0.8,0.7,gbtree,100.0,1.0
diff --git a/DS/result/2000/Hyperparameter_XRT_2000.csv b/DS/result/2000/Hyperparameter_XRT_2000.csv
deleted file mode 100644
index 0e87af8..0000000
--- a/DS/result/2000/Hyperparameter_XRT_2000.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378
-1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273
-2,XRT_1_AutoML_20190421_195113,False,,5.0,1.0,17,20,0,False,0.014965432360392486,-3490944295451282834
-3,XRT_1_AutoML_20190421_201138,False,,5.0,1.0,14,20,0,False,0.014965432360392486,7300924216864082225
-4,XRT_1_AutoML_20190421_204058,False,,5.0,1.0,12,20,0,False,0.014965432360392486,-1232029753366681694
diff --git a/DS/result/2000/all_varimp.csv b/DS/result/2000/all_varimp.csv
deleted file mode 100644
index c775d9f..0000000
--- a/DS/result/2000/all_varimp.csv
+++ /dev/null
@@ -1,7937 +0,0 @@
-	model_id	variable	relative_importance	scaled_importance	percentage
-0	GBM_1_AutoML_20190416_015849	supply_area	5.142440512168814e+20	1.0	0.26965304008383767
-1	GBM_1_AutoML_20190416_015849	city	3.556079913049879e+20	0.691516003857497	0.18646939270680088
-2	GBM_1_AutoML_20190416_015849	exclusive_use_area	2.8717862730904633e+20	0.5584481271674047	0.15058723521981623
-3	GBM_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.3659960388754185e+20	0.2656318601339177	0.07162843862823566
-4	GBM_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.1062438055314771e+20	0.21512038941699316	0.05800786699031123
-5	GBM_1_AutoML_20190416_015849	total_household_count_in_sites	8.393671766441984e+19	0.16322350733235744	0.04401371496531675
-6	GBM_1_AutoML_20190416_015849	floor	7.956222709042931e+19	0.1547168643023818	0.041719872811375826
-7	GBM_1_AutoML_20190416_015849	heat_fuel_cogeneration	6.286668838041813e+19	0.12225068667620664	0.03296526931457583
-8	GBM_1_AutoML_20190416_015849	total_household_count_of_area_type	5.228192743433018e+19	0.10166753958672509	0.02741496112740433
-9	GBM_1_AutoML_20190416_015849	heat_fuel_gas	4.359336664931867e+19	0.08477174708421324	0.0228589593144763
-10	GBM_1_AutoML_20190416_015849	bathroom_count	4.257647232525376e+19	0.08279429236858049	0.02232573263877781
-11	GBM_1_AutoML_20190416_015849	heat_type_district	3.5194944992644694e+19	0.06844015970502942	0.01845509712828455
-12	GBM_1_AutoML_20190416_015849	heat_type_individual	3.422536045489973e+19	0.06655470369352945	0.017946678182839237
-13	GBM_1_AutoML_20190416_015849	front_door_structure_stairway	2.4499676530895487e+19	0.047642119481831	0.01284684235431316
-14	GBM_1_AutoML_20190416_015849	room_count	2.002224967831257e+19	0.038935306360730705	0.010499023726766617
-15	GBM_1_AutoML_20190416_015849	front_door_structure_mixed	1.0703568675027288e+19	0.020814180834370175	0.005612607138842666
-16	GBM_1_AutoML_20190416_015849	heat_type_central	7.370545410470838e+18	0.014332777196021126	0.0038648769437513992
-17	GBM_1_AutoML_20190416_015849	front_door_structure_corridor	5.969837415672578e+18	0.01160895765647819	0.003130390724273887
-18	XGBoost_grid_1_AutoML_20190416_030706_model_15	exclusive_use_area	1.0022211390821011e+21	1.0	0.276353329307472
-19	XGBoost_grid_1_AutoML_20190416_030706_model_15	supply_area	6.686224150779333e+20	0.6671406030113284	0.18436652675837503
-20	XGBoost_grid_1_AutoML_20190416_030706_model_15	city	6.153217505380501e+20	0.6139580642866918	0.16966935512079817
-21	XGBoost_grid_1_AutoML_20190416_030706_model_15	total_parking_capacity_in_site	2.513302557501539e+20	0.25077325347611246	0.06930202349939024
-22	XGBoost_grid_1_AutoML_20190416_030706_model_15	apartment_building_count_in_sites	2.1419186678081048e+20	0.2137171712192992	0.059061451796628354
-23	XGBoost_grid_1_AutoML_20190416_030706_model_15	total_household_count_in_sites	1.70666705036786e+20	0.17028847065937325	0.04705978580939555
-24	XGBoost_grid_1_AutoML_20190416_030706_model_15	total_household_count_of_area_type	1.3655455909517512e+20	0.13625192462038926	0.03765367299339528
-25	XGBoost_grid_1_AutoML_20190416_030706_model_15	floor	1.3499485347266324e+20	0.1346956756433019	0.037223598407345834
-26	XGBoost_grid_1_AutoML_20190416_030706_model_15	heat_fuel_cogeneration	1.2569157772679473e+20	0.1254130179711747	0.03465830505483194
-27	XGBoost_grid_1_AutoML_20190416_030706_model_15	heat_type_district	7.268057732622582e+19	0.07251950142739096	0.020041005659177453
-28	XGBoost_grid_1_AutoML_20190416_030706_model_15	heat_type_individual	5.788517942696503e+19	0.05775689333392031	0.01596130976328541
-29	XGBoost_grid_1_AutoML_20190416_030706_model_15	bathroom_count	5.733357203549585e+19	0.057206508423885014	0.015809209060996563
-30	XGBoost_grid_1_AutoML_20190416_030706_model_15	room_count	3.751020421943866e+19	0.037427073483795134	0.010343096363482188
-31	XGBoost_grid_1_AutoML_20190416_030706_model_15	heat_fuel_gas	2.90073817346841e+19	0.028943095095011598	0.007998520689969216
-32	XGBoost_grid_1_AutoML_20190416_030706_model_15	front_door_structure_corridor	2.0565206112294404e+19	0.020519629162012436	0.005670667835076828
-33	XGBoost_grid_1_AutoML_20190416_030706_model_15	front_door_structure_stairway	1.3657459439605645e+19	0.013627191551870508	0.00376591975447007
-34	XGBoost_grid_1_AutoML_20190416_030706_model_15	front_door_structure_mixed	1.0639306618430292e+19	0.010615727610948674	0.0029336916683069215
-35	XGBoost_grid_1_AutoML_20190416_030706_model_15	heat_type_central	7.719314347092083e+18	0.007702206674828202	0.0021285304576030067
-36	GBM_grid_1_AutoML_20190416_030706_model_65	exclusive_use_area	5.412700118432434e+20	1.0	0.21293264817253785
-37	GBM_grid_1_AutoML_20190416_030706_model_65	supply_area	5.136843382256923e+20	0.949035281811363	0.20208059576526424
-38	GBM_grid_1_AutoML_20190416_030706_model_65	city	4.498814552766415e+20	0.8311590249469264	0.17698089223445349
-39	GBM_grid_1_AutoML_20190416_030706_model_65	apartment_building_count_in_sites	1.9479866309791135e+20	0.3598918448013461	0.07663272356925063
-40	GBM_grid_1_AutoML_20190416_030706_model_65	total_parking_capacity_in_site	1.8244761148859194e+20	0.3370731935938664	0.07177388773991648
-41	GBM_grid_1_AutoML_20190416_030706_model_65	total_household_count_in_sites	1.114664745186288e+20	0.20593506397858685	0.0438502985245415
-42	GBM_grid_1_AutoML_20190416_030706_model_65	total_household_count_of_area_type	9.481078211000821e+19	0.1751635598416752	0.037298040660416705
-43	GBM_grid_1_AutoML_20190416_030706_model_65	floor	8.953109439919528e+19	0.16540930116247468	0.035221040528894576
-44	GBM_grid_1_AutoML_20190416_030706_model_65	bathroom_count	7.101671276819146e+19	0.13120385614261323	0.02793758453889533
-45	GBM_grid_1_AutoML_20190416_030706_model_65	heat_fuel_gas	6.809258358435375e+19	0.12580150774004817	0.02678724818718647
-46	GBM_grid_1_AutoML_20190416_030706_model_65	heat_type_individual	6.245829017944352e+19	0.11539211264771121	0.024570748124300944
-47	GBM_grid_1_AutoML_20190416_030706_model_65	heat_fuel_cogeneration	5.303367672838016e+19	0.09798007568861802	0.02086315698452313
-48	GBM_grid_1_AutoML_20190416_030706_model_65	heat_type_district	3.2531595777659634e+19	0.060102342760272986	0.012797751005318485
-49	GBM_grid_1_AutoML_20190416_030706_model_65	room_count	2.465013590106361e+19	0.04554129244500341	0.009697228001514568
-50	GBM_grid_1_AutoML_20190416_030706_model_65	front_door_structure_stairway	1.5852586025948807e+19	0.029287759674629557	0.006236320226559736
-51	GBM_grid_1_AutoML_20190416_030706_model_65	front_door_structure_corridor	1.4393637449983066e+19	0.02659234233385091	0.00566237787425756
-52	GBM_grid_1_AutoML_20190416_030706_model_65	front_door_structure_mixed	1.363160112514361e+19	0.025184475080602547	0.005362596971747988
-53	GBM_grid_1_AutoML_20190416_030706_model_65	heat_type_central	8.426301973019492e+18	0.015567649765640118	0.0033148608904203384
-54	XGBoost_grid_1_AutoML_20190416_021340_model_7	supply_area	7.337369362340837e+20	1.0	0.234053082362835
-55	XGBoost_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	5.1960716987001e+20	0.7081654803108345	0.16574831348970837
-56	XGBoost_grid_1_AutoML_20190416_021340_model_7	city	4.4163047373120576e+20	0.601892111357895	0.14087470391319004
-57	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	2.6192748955614734e+20	0.3569773806134039	0.08355165626637812
-58	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.8685983730164774e+20	0.25466870764433475	0.05960599600551623
-59	XGBoost_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.8281090772259517e+20	0.24915047709179672	0.05831443713550594
-60	XGBoost_grid_1_AutoML_20190416_021340_model_7	floor	1.632299074536719e+20	0.22246380057061316	0.05206833823770303
-61	XGBoost_grid_1_AutoML_20190416_021340_model_7	bathroom_count	1.3853035510200952e+20	0.18880111966697322	0.04418948401160955
-62	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	1.333210537275603e+20	0.18170143432036107	0.042527780772428726
-63	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	9.93133877788672e+19	0.1353528531473347	0.03167975248573784
-64	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_district	8.564809431891365e+19	0.11672861224419727	0.027320691495690535
-65	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	7.432329167858827e+19	0.10129419415636036	0.023708218367755614
-66	XGBoost_grid_1_AutoML_20190416_021340_model_7	room_count	4.331445573372399e+19	0.05903267723720726	0.013816780067498728
-67	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	2.4842623003691844e+19	0.03385766993167469	0.007924492009131938
-68	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	1.605542063250604e+19	0.021881712422589406	0.005121482239884189
-69	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_central	1.41362098920835e+19	0.019266046445253007	0.004509277555457007
-70	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.003650926410675e+19	0.013678620726958753	0.0032015233436168593
-71	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	5.592660946880299e+18	0.00762216084634463	0.001783990240352276
-72	XGBoost_grid_1_AutoML_20190416_030706_model_17	supply_area	8.430145997611593e+20	1.0	0.22210956584233307
-73	XGBoost_grid_1_AutoML_20190416_030706_model_17	exclusive_use_area	7.22251209071917e+20	0.8567481622222716	0.1902919623474055
-74	XGBoost_grid_1_AutoML_20190416_030706_model_17	city	5.738651308056862e+20	0.6807297654966737	0.1511965926704194
-75	XGBoost_grid_1_AutoML_20190416_030706_model_17	apartment_building_count_in_sites	2.451469366070765e+20	0.29079797274748376	0.06458901147477422
-76	XGBoost_grid_1_AutoML_20190416_030706_model_17	total_household_count_in_sites	2.372795174939672e+20	0.28146549011273664	0.06251617780853942
-77	XGBoost_grid_1_AutoML_20190416_030706_model_17	total_parking_capacity_in_site	2.2207876044387097e+20	0.26343406212275533	0.05851122516616739
-78	XGBoost_grid_1_AutoML_20190416_030706_model_17	floor	1.9404378239474545e+20	0.2301784363517802	0.051124832564361
-79	XGBoost_grid_1_AutoML_20190416_030706_model_17	bathroom_count	1.3916382333318988e+20	0.16507878199572987	0.036665576598852716
-80	XGBoost_grid_1_AutoML_20190416_030706_model_17	total_household_count_of_area_type	1.3622533892553992e+20	0.16159309573539407	0.035891372336906945
-81	XGBoost_grid_1_AutoML_20190416_030706_model_17	heat_fuel_gas	1.0001655625115553e+20	0.11864154699039846	0.02635142249290016
-82	XGBoost_grid_1_AutoML_20190416_030706_model_17	room_count	9.801527796283579e+19	0.11626759250741947	0.025824144493356238
-83	XGBoost_grid_1_AutoML_20190416_030706_model_17	heat_fuel_cogeneration	8.432174024818793e+19	0.1000240568456083	0.022216299839766907
-84	XGBoost_grid_1_AutoML_20190416_030706_model_17	heat_type_district	8.01828354336112e+19	0.09511440899876276	0.021125820088065298
-85	XGBoost_grid_1_AutoML_20190416_030706_model_17	heat_type_individual	6.0524068906278584e+19	0.07179480512369076	0.015946312995757862
-86	XGBoost_grid_1_AutoML_20190416_030706_model_17	front_door_structure_stairway	2.0278699770375045e+19	0.024054980514122002	0.00534284127833742
-87	XGBoost_grid_1_AutoML_20190416_030706_model_17	heat_type_central	1.4736572927663145e+19	0.017480803928945327	0.003882653771232997
-88	XGBoost_grid_1_AutoML_20190416_030706_model_17	front_door_structure_corridor	1.4593877209098748e+19	0.01731153554545016	0.003845057644064052
-89	XGBoost_grid_1_AutoML_20190416_030706_model_17	front_door_structure_mixed	9.751109030884934e+18	0.011566951549412778	0.002569130586759374
-90	XGBoost_grid_1_AutoML_20190416_030706_model_8	supply_area	8.795260559964378e+20	1.0	0.22777054181144
-91	XGBoost_grid_1_AutoML_20190416_030706_model_8	exclusive_use_area	6.28873926241738e+20	0.7150145489769152	0.16285925122353437
-92	XGBoost_grid_1_AutoML_20190416_030706_model_8	city	4.961833500737305e+20	0.5641485510188684	0.12849642112770646
-93	XGBoost_grid_1_AutoML_20190416_030706_model_8	total_parking_capacity_in_site	3.2173050753302344e+20	0.365799859298684	0.08331843214700978
-94	XGBoost_grid_1_AutoML_20190416_030706_model_8	apartment_building_count_in_sites	2.88398416712808e+20	0.3279020726521558	0.07468643274907569
-95	XGBoost_grid_1_AutoML_20190416_030706_model_8	total_household_count_in_sites	2.238355689188245e+20	0.2544956654697801	0.05796661561271479
-96	XGBoost_grid_1_AutoML_20190416_030706_model_8	total_household_count_of_area_type	1.841268911996477e+20	0.2093478526807777	0.04768327383216226
-97	XGBoost_grid_1_AutoML_20190416_030706_model_8	floor	1.482376529925741e+20	0.16854265087647896	0.03838905090847198
-98	XGBoost_grid_1_AutoML_20190416_030706_model_8	bathroom_count	1.4450421288194907e+20	0.16429781914560393	0.037422203285232186
-99	XGBoost_grid_1_AutoML_20190416_030706_model_8	room_count	1.3420645085898972e+20	0.1525895110713278	0.03475539561145905
-100	XGBoost_grid_1_AutoML_20190416_030706_model_8	heat_type_individual	1.1045420254144705e+20	0.12558377524848952	0.028604284531074563
-101	XGBoost_grid_1_AutoML_20190416_030706_model_8	heat_fuel_cogeneration	1.0558978717830559e+20	0.12005305182082432	0.02734454865934604
-102	XGBoost_grid_1_AutoML_20190416_030706_model_8	heat_fuel_gas	8.752569953934115e+19	0.09951461806345352	0.022666498474471324
-103	XGBoost_grid_1_AutoML_20190416_030706_model_8	heat_type_district	3.313270538163454e+19	0.037671090191975766	0.008580364623653945
-104	XGBoost_grid_1_AutoML_20190416_030706_model_8	front_door_structure_corridor	3.1153597645777273e+19	0.03542089223324096	0.008067835815409919
-105	XGBoost_grid_1_AutoML_20190416_030706_model_8	front_door_structure_stairway	2.4659147498364862e+19	0.02803685840827976	0.006385970430344508
-106	XGBoost_grid_1_AutoML_20190416_030706_model_8	heat_type_central	1.1348428946183029e+19	0.012902891129616506	0.0029388985035267746
-107	XGBoost_grid_1_AutoML_20190416_030706_model_8	front_door_structure_mixed	7.969971662143619e+18	0.009061666346102995	0.002063980653366371
-108	XGBoost_1_AutoML_20190416_023643	supply_area	6.47745838267769e+20	1.0	0.23516684719503883
-109	XGBoost_1_AutoML_20190416_023643	exclusive_use_area	5.78806142546865e+20	0.8935698361177192	0.21013800110839156
-110	XGBoost_1_AutoML_20190416_023643	city	4.642607100150216e+20	0.7167328334467858	0.1685518007228475
-111	XGBoost_1_AutoML_20190416_023643	total_parking_capacity_in_site	1.8078578322609222e+20	0.2790998761328327	0.06563503792268413
-112	XGBoost_1_AutoML_20190416_023643	apartment_building_count_in_sites	1.6326113358390074e+20	0.2520450521465348	0.059272640264409746
-113	XGBoost_1_AutoML_20190416_023643	total_household_count_in_sites	1.3409910333974669e+20	0.20702426077851852	0.04868524270016773
-114	XGBoost_1_AutoML_20190416_023643	floor	9.718227915753967e+19	0.15003149910994237	0.035282434625630424
-115	XGBoost_1_AutoML_20190416_023643	total_household_count_of_area_type	9.338309704766666e+19	0.14416626326368367	0.03390312560361044
-116	XGBoost_1_AutoML_20190416_023643	heat_fuel_cogeneration	8.222067908062426e+19	0.12693355051188362	0.02985056287715188
-117	XGBoost_1_AutoML_20190416_023643	heat_type_individual	8.089842398924689e+19	0.12489223273991089	0.02937051261259385
-118	XGBoost_1_AutoML_20190416_023643	heat_type_district	5.767698030317588e+19	0.08904261038159388	0.020939869949455667
-119	XGBoost_1_AutoML_20190416_023643	room_count	5.60054631442122e+19	0.08646209645126324	0.02033301862431693
-120	XGBoost_1_AutoML_20190416_023643	bathroom_count	4.551774509439176e+19	0.07027099582162867	0.016525408536628164
-121	XGBoost_1_AutoML_20190416_023643	heat_fuel_gas	2.6400595795878347e+19	0.04075764634239875	0.00958484718943232
-122	XGBoost_1_AutoML_20190416_023643	front_door_structure_stairway	2.0373343532270748e+19	0.03145268148191281	0.007396627939931217
-123	XGBoost_1_AutoML_20190416_023643	front_door_structure_mixed	1.1792634942339416e+19	0.018205651423212243	0.004281365646328695
-124	XGBoost_1_AutoML_20190416_023643	front_door_structure_corridor	8.565807458595897e+18	0.013224025462676786	0.0031098523752846148
-125	XGBoost_1_AutoML_20190416_023643	heat_type_central	5.433910709282931e+18	0.008388955031829364	0.0019728041060962684
-126	XGBoost_1_AutoML_20190416_015849	exclusive_use_area	6.66503260347023e+20	1.0	0.24313142433565593
-127	XGBoost_1_AutoML_20190416_015849	supply_area	5.901882517332301e+20	0.8854994219022146	0.21529273569548538
-128	XGBoost_1_AutoML_20190416_015849	city	4.536478015712626e+20	0.6806385333134986	0.1654846160622427
-129	XGBoost_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.6651456210221085e+20	0.24983307960941262	0.06074227249159981
-130	XGBoost_1_AutoML_20190416_015849	total_household_count_in_sites	1.5735965885344095e+20	0.23609735798067927	0.05740268692772779
-131	XGBoost_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.5518922290021112e+20	0.2328409058635512	0.05661094108620958
-132	XGBoost_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1600179285743737e+20	0.17404534945116343	0.04231589371105834
-133	XGBoost_1_AutoML_20190416_015849	floor	1.0686420911582819e+20	0.16033561345249542	0.038982626070436364
-134	XGBoost_1_AutoML_20190416_015849	total_household_count_of_area_type	9.142995098036444e+19	0.13717855023358824	0.033352416306592636
-135	XGBoost_1_AutoML_20190416_015849	bathroom_count	6.6195521406161125e+19	0.09931762580080347	0.02414723582258504
-136	XGBoost_1_AutoML_20190416_015849	heat_type_individual	5.476501171794136e+19	0.08216765764870722	0.01997753963845474
-137	XGBoost_1_AutoML_20190416_015849	heat_type_district	3.71797701889664e+19	0.055783328306013534	0.013562680065224583
-138	XGBoost_1_AutoML_20190416_015849	front_door_structure_stairway	2.155443232575796e+19	0.0323395752250865	0.00786276698688537
-139	XGBoost_1_AutoML_20190416_015849	room_count	1.6986735568534634e+19	0.02548635029885718	0.006196532649278616
-140	XGBoost_1_AutoML_20190416_015849	heat_fuel_gas	1.591282496949977e+19	0.023875089465000617	0.005804784507766813
-141	XGBoost_1_AutoML_20190416_015849	front_door_structure_corridor	9.108252619670815e+18	0.013665728529112511	0.003322568041867533
-142	XGBoost_1_AutoML_20190416_015849	front_door_structure_mixed	8.260484624434594e+18	0.012393764765882274	0.003013313680410025
-143	XGBoost_1_AutoML_20190416_015849	heat_type_central	7.667404204121522e+18	0.011503926027502694	0.0027969659205187543
-144	XGBoost_grid_1_AutoML_20190416_023643_model_1	exclusive_use_area	7.813705946991071e+20	1.0	0.2262983104378793
-145	XGBoost_grid_1_AutoML_20190416_023643_model_1	supply_area	7.101956358193996e+20	0.9089101133795343	0.20568482299768992
-146	XGBoost_grid_1_AutoML_20190416_023643_model_1	city	5.389387657173816e+20	0.6897351517622927	0.1560858994934211
-147	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_household_count_in_sites	2.4204182780930687e+20	0.30976572378246864	0.07009945992353946
-148	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_parking_capacity_in_site	2.3432869216780707e+20	0.2998944339056465	0.06786560370257207
-149	XGBoost_grid_1_AutoML_20190416_023643_model_1	apartment_building_count_in_sites	1.6681004045901287e+20	0.21348389815366503	0.0483110454578667
-150	XGBoost_grid_1_AutoML_20190416_023643_model_1	total_household_count_of_area_type	1.297507283659391e+20	0.16605529981058983	0.037578033786391976
-151	XGBoost_grid_1_AutoML_20190416_023643_model_1	floor	1.1891858609969457e+20	0.15219229761965658	0.03444085981298716
-152	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_fuel_cogeneration	1.1267246285243862e+20	0.14419849379643845	0.03263187551382104
-153	XGBoost_grid_1_AutoML_20190416_023643_model_1	bathroom_count	9.77015916934778e+19	0.12503873623642195	0.02829605474958992
-154	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_district	8.347724494931178e+19	0.10683438245005558	0.024176440245121802
-155	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_individual	7.748650746686262e+19	0.09916742195385711	0.022441420038638124
-156	XGBoost_grid_1_AutoML_20190416_023643_model_1	room_count	6.591371657596214e+19	0.08435653583987815	0.01908974153495684
-157	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_fuel_gas	3.564740282356754e+19	0.045621633403410536	0.010324098558608122
-158	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_stairway	1.6248973161901588e+19	0.020795475632351894	0.004705981000353323
-159	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_corridor	1.4217640822748217e+19	0.01819577153171882	0.004117672354741632
-160	XGBoost_grid_1_AutoML_20190416_023643_model_1	heat_type_central	1.3672836109720093e+19	0.017498529126227583	0.003959887576413322
-161	XGBoost_grid_1_AutoML_20190416_023643_model_1	front_door_structure_mixed	1.344116900974769e+19	0.017202041004529562	0.00389279281540816
-162	XGBoost_1_AutoML_20190416_021340	supply_area	7.615501823703054e+20	1.0	0.2738273098574499
-163	XGBoost_1_AutoML_20190416_021340	exclusive_use_area	5.0952329364497865e+20	0.6690606941476929	0.18320709000982083
-164	XGBoost_1_AutoML_20190416_021340	city	4.0884272033157664e+20	0.5368559154684517	0.14700581111378466
-165	XGBoost_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.709885540804686e+20	0.22452696885748372	0.0614816158726922
-166	XGBoost_1_AutoML_20190416_021340	total_parking_capacity_in_site	1.6714193464092682e+20	0.21947593016221445	0.06009850353478073
-167	XGBoost_1_AutoML_20190416_021340	total_household_count_in_sites	1.5883821172172993e+20	0.20857221940036844	0.057112769749400716
-168	XGBoost_1_AutoML_20190416_021340	floor	9.200257663611018e+19	0.12080960489006058	0.03308096911198671
-169	XGBoost_1_AutoML_20190416_021340	total_household_count_of_area_type	9.032641074198426e+19	0.11860861284393057	0.032478277380977284
-170	XGBoost_1_AutoML_20190416_021340	heat_type_individual	8.3654776494779e+19	0.10984801583843846	0.030079386670218155
-171	XGBoost_1_AutoML_20190416_021340	heat_fuel_gas	7.268401220055099e+19	0.09544218343474604	0.026134676336857777
-172	XGBoost_1_AutoML_20190416_021340	heat_type_district	6.784202247656964e+19	0.0890841129673334	0.024393663004882077
-173	XGBoost_1_AutoML_20190416_021340	heat_fuel_cogeneration	6.35374740362452e+19	0.08343176261672795	0.02284589511400397
-174	XGBoost_1_AutoML_20190416_021340	bathroom_count	4.664399684495527e+19	0.06124875014772766	0.016771580485083353
-175	XGBoost_1_AutoML_20190416_021340	room_count	3.813859270689869e+19	0.05008020953812039	0.013713329054920911
-176	XGBoost_1_AutoML_20190416_021340	front_door_structure_corridor	1.630003228287225e+19	0.0214037533707087	0.00586093220635349
-177	XGBoost_1_AutoML_20190416_021340	heat_type_central	1.317431973670971e+19	0.017299345521400805	0.004737033246419707
-178	XGBoost_1_AutoML_20190416_021340	front_door_structure_mixed	1.0203622936900796e+19	0.013398490569777401	0.003668872628872557
-179	XGBoost_1_AutoML_20190416_021340	front_door_structure_stairway	9.740319523281568e+18	0.012790121713273147	0.003502284621494944
-180	XGBoost_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	8.074262407120033e+20	1.0	0.21459785185480698
-181	XGBoost_grid_1_AutoML_20190416_022142_model_9	supply_area	7.214671605242895e+20	0.8935394022964704	0.19175163628045075
-182	XGBoost_grid_1_AutoML_20190416_022142_model_9	city	5.850806068058385e+20	0.7246242161883465	0.1555028001959924
-183	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.832041302691477e+20	0.3507492275943535	0.07527003078148105
-184	XGBoost_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.5394788507263277e+20	0.3145152736783695	0.06749430210690482
-185	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.8748393769375944e+20	0.23219946075623288	0.04982950548013213
-186	XGBoost_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.6332483488956757e+20	0.20227833411203572	0.04340849597721179
-187	XGBoost_grid_1_AutoML_20190416_022142_model_9	floor	1.520719227175127e+20	0.18834156613910996	0.04041769550842306
-188	XGBoost_grid_1_AutoML_20190416_022142_model_9	bathroom_count	1.2354014133449287e+20	0.1530048629897796	0.032834514920945766
-189	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	1.1952418830818057e+20	0.14803109223051997	0.03176715440039039
-190	XGBoost_grid_1_AutoML_20190416_022142_model_9	room_count	1.1922649333593696e+20	0.1476623960484624	0.03168803299173377
-191	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	7.90512796389553e+19	0.09790526447251259	0.021010259441077955
-192	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	6.900264056257092e+19	0.08545999260777445	0.018339530833156082
-193	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_district	4.422885358384762e+19	0.054777577633401915	0.011755150489937973
-194	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	1.995450876692529e+19	0.02471372338522097	0.005303511949802329
-195	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	1.237791487740923e+19	0.015330087447361331	0.0032898038349500835
-196	XGBoost_grid_1_AutoML_20190416_022142_model_9	heat_type_central	1.089905744439935e+19	0.013498517752888933	0.0028967529129939416
-197	XGBoost_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	1.0696698926376944e+19	0.013247896076481733	0.002842970039608706
-198	GBM_grid_1_AutoML_20190416_030706_model_41	city	7.472218394183378e+20	1.0	0.17408148856539526
-199	GBM_grid_1_AutoML_20190416_030706_model_41	supply_area	6.498886368967231e+20	0.869739885283088	0.15140561389477608
-200	GBM_grid_1_AutoML_20190416_030706_model_41	exclusive_use_area	6.289755387083306e+20	0.8417520815477583	0.14653345535885373
-201	GBM_grid_1_AutoML_20190416_030706_model_41	apartment_building_count_in_sites	3.823215850759452e+20	0.5116574020020038	0.08907008217601169
-202	GBM_grid_1_AutoML_20190416_030706_model_41	room_count	3.230192758982653e+20	0.43229367619891057	0.07525432665011333
-203	GBM_grid_1_AutoML_20190416_030706_model_41	total_household_count_in_sites	2.491040173827912e+20	0.33337357695099223	0.05803416852399907
-204	GBM_grid_1_AutoML_20190416_030706_model_41	floor	2.228215377230383e+20	0.29819998020466043	0.051911096444198696
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-206	GBM_grid_1_AutoML_20190416_030706_model_41	bathroom_count	1.9737547854876718e+20	0.26414575717220845	0.04598288660677148
-207	GBM_grid_1_AutoML_20190416_030706_model_41	total_household_count_of_area_type	1.374707161639032e+20	0.18397577387582106	0.032026776576273494
-208	GBM_grid_1_AutoML_20190416_030706_model_41	heat_fuel_gas	1.1889631439216234e+20	0.1591178256844248	0.027699467952433755
-209	GBM_grid_1_AutoML_20190416_030706_model_41	heat_type_district	1.1099643769580107e+20	0.1485454945778945	0.02585902081580273
-210	GBM_grid_1_AutoML_20190416_030706_model_41	heat_fuel_cogeneration	9.376854184389981e+19	0.12548956266708203	0.021845409868506093
-211	GBM_grid_1_AutoML_20190416_030706_model_41	heat_type_individual	7.999804711140065e+19	0.10706063834225427	0.018637275289381056
-212	GBM_grid_1_AutoML_20190416_030706_model_41	front_door_structure_corridor	4.9032545118810276e+19	0.06561979660147357	0.011423191871742986
-213	GBM_grid_1_AutoML_20190416_030706_model_41	front_door_structure_stairway	4.865465176843669e+19	0.06511406546456282	0.01133515344261569
-214	GBM_grid_1_AutoML_20190416_030706_model_41	heat_type_central	2.0139158550670737e+19	0.026952047555713475	0.004691852558383925
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-216	GBM_grid_1_AutoML_20190416_023844_model_54	supply_area	1.182808376896496e+21	1.0	0.270240323645468
-217	GBM_grid_1_AutoML_20190416_023844_model_54	city	7.413297237308536e+20	0.626753866654197	0.16937416777067868
-218	GBM_grid_1_AutoML_20190416_023844_model_54	exclusive_use_area	6.342163212997063e+20	0.5361953243548973	0.14490159799085411
-219	GBM_grid_1_AutoML_20190416_023844_model_54	apartment_building_count_in_sites	3.262675323138783e+20	0.2758414115817756	0.07454347234068179
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-221	GBM_grid_1_AutoML_20190416_023844_model_54	total_household_count_in_sites	1.9504952767090472e+20	0.16490374221282075	0.044563640665941505
-222	GBM_grid_1_AutoML_20190416_023844_model_54	floor	1.9299931671710243e+20	0.16317040062186777	0.04409522187341422
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-224	GBM_grid_1_AutoML_20190416_023844_model_54	heat_fuel_gas	1.3692207745382901e+20	0.11576015196399868	0.03128306093199956
-225	GBM_grid_1_AutoML_20190416_023844_model_54	heat_fuel_cogeneration	1.2921727171242125e+20	0.10924615874928713	0.029522717297431528
-226	GBM_grid_1_AutoML_20190416_023844_model_54	bathroom_count	1.133228547665937e+20	0.09580829573082254	0.025891264846218193
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-229	GBM_grid_1_AutoML_20190416_023844_model_54	heat_type_individual	5.6190959551911035e+19	0.047506392962271125	0.012838143009352931
-230	GBM_grid_1_AutoML_20190416_023844_model_54	front_door_structure_stairway	3.218366851718945e+19	0.02720953718778553	0.007353114135870559
-231	GBM_grid_1_AutoML_20190416_023844_model_54	front_door_structure_corridor	2.29235508017344e+19	0.019380612489304658	0.00523742299155709
-232	GBM_grid_1_AutoML_20190416_023844_model_54	heat_type_central	1.7214513695879594e+19	0.014553932853475202	0.003933059524637549
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-234	XGBoost_grid_1_AutoML_20190416_030706_model_3	supply_area	5.778878656197186e+20	1.0	0.18513203010853937
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-236	XGBoost_grid_1_AutoML_20190416_030706_model_3	city	3.8024623488828545e+20	0.6579931116575962	0.1218156005586056
-237	XGBoost_grid_1_AutoML_20190416_030706_model_3	apartment_building_count_in_sites	2.7194212293690786e+20	0.4705793963077613	0.08711931896570674
-238	XGBoost_grid_1_AutoML_20190416_030706_model_3	total_parking_capacity_in_site	2.6047986375092444e+20	0.4507446500396571	0.08344727212240483
-239	XGBoost_grid_1_AutoML_20190416_030706_model_3	total_household_count_in_sites	1.951474281862419e+20	0.33769082169075937	0.06251738736863106
-240	XGBoost_grid_1_AutoML_20190416_030706_model_3	floor	1.7287767338666217e+20	0.29915435791556316	0.0553830535967248
-241	XGBoost_grid_1_AutoML_20190416_030706_model_3	total_household_count_of_area_type	1.544541685907173e+20	0.26727359714515353	0.04948090363389419
-242	XGBoost_grid_1_AutoML_20190416_030706_model_3	room_count	1.3069114505922242e+20	0.22615312214433006	0.04186818661796429
-243	XGBoost_grid_1_AutoML_20190416_030706_model_3	heat_fuel_cogeneration	1.2085745610802174e+20	0.20913651816934406	0.038717868178522095
-244	XGBoost_grid_1_AutoML_20190416_030706_model_3	bathroom_count	7.266679384846002e+19	0.1257454917668728	0.02327951816779778
-245	XGBoost_grid_1_AutoML_20190416_030706_model_3	heat_fuel_gas	4.753908727089516e+19	0.08226351529273751	0.015229611590009368
-246	XGBoost_grid_1_AutoML_20190416_030706_model_3	heat_type_district	4.4272411836493595e+19	0.07661073102654006	0.014183100163042627
-247	XGBoost_grid_1_AutoML_20190416_030706_model_3	heat_type_individual	4.227639361180113e+19	0.07315674221064417	0.01354365620158363
-248	XGBoost_grid_1_AutoML_20190416_030706_model_3	front_door_structure_corridor	2.9879191101417456e+19	0.05170413306632671	0.009572091119571122
-249	XGBoost_grid_1_AutoML_20190416_030706_model_3	front_door_structure_stairway	1.9752392141460996e+19	0.034180319948886304	0.006327872021896728
-250	XGBoost_grid_1_AutoML_20190416_030706_model_3	heat_type_central	1.721243891743798e+19	0.029785084514587636	0.005514173163140027
-251	XGBoost_grid_1_AutoML_20190416_030706_model_3	front_door_structure_mixed	1.5325276741941854e+19	0.026519464508062043	0.004909602301768883
-252	GBM_1_AutoML_20190416_030706	supply_area	6.532363595322313e+20	1.0	0.3452037546461234
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-255	GBM_1_AutoML_20190416_030706	apartment_building_count_in_sites	1.209766959450308e+20	0.18519590065632546	0.06393032025163402
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-257	GBM_1_AutoML_20190416_030706	heat_fuel_cogeneration	8.89517573244736e+19	0.136170860709851	0.04700669239043484
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-259	GBM_1_AutoML_20190416_030706	floor	6.5452154788761305e+19	0.10019674170560593	0.03458829144008299
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-261	GBM_1_AutoML_20190416_030706	heat_type_district	3.8393930093193855e+19	0.058774943453372586	0.020289331159217806
-262	GBM_1_AutoML_20190416_030706	heat_fuel_gas	2.973511989380671e+19	0.04551969506887125	0.01571356964812098
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-265	GBM_1_AutoML_20190416_030706	heat_type_individual	2.02575517637264e+19	0.031011059730711263	0.010705134254596729
-266	GBM_1_AutoML_20190416_030706	front_door_structure_stairway	1.3023797694378803e+19	0.01993734351178013	0.006882445837936028
-267	GBM_1_AutoML_20190416_030706	front_door_structure_corridor	1.1034797652406436e+19	0.016892503749038435	0.005831355719541784
-268	GBM_1_AutoML_20190416_030706	heat_type_central	7.393302002630918e+18	0.011317958491969286	0.003907001766356774
-269	GBM_1_AutoML_20190416_030706	front_door_structure_mixed	6.965361081984221e+18	0.010662849641394684	0.0036808557314365153
-270	XGBoost_grid_1_AutoML_20190416_022142_model_3	supply_area	8.682182210195523e+20	1.0	0.2483576151322533
-271	XGBoost_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	7.681393004688693e+20	0.8847306839135904	0.21972960269110672
-272	XGBoost_grid_1_AutoML_20190416_022142_model_3	city	6.80907812648935e+20	0.7842588374260817	0.1947766545095352
-273	XGBoost_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	2.086985131743951e+20	0.2403756430374377	0.05969912144065986
-274	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	1.8172949845425888e+20	0.20931315889783236	0.05198451695966403
-275	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.7723939203358445e+20	0.2041415254167915	0.05070010240197461
-276	XGBoost_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.5099232544433897e+20	0.17391056970334953	0.043192014337815395
-277	XGBoost_grid_1_AutoML_20190416_022142_model_3	floor	1.0797120621876609e+20	0.12435952575606517	0.030885635235754372
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-279	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	6.806801609654272e+19	0.07839966318215502	0.019471153375091945
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-281	XGBoost_grid_1_AutoML_20190416_022142_model_3	heat_type_district	4.2829821794525905e+19	0.04933071059512051	0.012251657636183508
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-284	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.131859699669821e+19	0.013036580807307562	0.0032377341187818116
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-286	XGBoost_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	1.016985473578854e+19	0.011713477659851503	0.0029091313765056462
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-314	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	8.713397433269014e+19	0.0965917928725804	0.028841683528525286
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-316	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	6.830226045177063e+19	0.07571602058568447	0.022608313178867686
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-322	XGBoost_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.121625005633831e+19	0.012433700064137198	0.003712622280564876
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-324	XGBoost_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	1.1278014110477928e+21	1.0	0.2611815752838408
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-326	XGBoost_grid_1_AutoML_20190416_022142_model_16	city	7.00846796311676e+20	0.6214274866534781	0.16230540988883335
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-328	XGBoost_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	2.7254882465702163e+20	0.24166384434987362	0.06311814355644889
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-333	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_district	1.1174990222799038e+20	0.09908650683826353	0.02587956994539073
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-338	XGBoost_grid_1_AutoML_20190416_022142_model_16	room_count	2.3789460189073113e+19	0.02109366060020383	0.005509275504063923
-339	XGBoost_grid_1_AutoML_20190416_022142_model_16	heat_type_central	1.8080087732171833e+19	0.01603126894066783	0.004187072075722532
-340	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.1221026334849368e+19	0.009949470026309316	0.002598618254710824
-341	XGBoost_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	5.253457211664892e+18	0.0046581403075069095	0.0012166204234078089
-342	XGBoost_grid_1_AutoML_20190416_030706_model_16	supply_area	8.350877014670338e+20	1.0	0.24403866498606508
-343	XGBoost_grid_1_AutoML_20190416_030706_model_16	city	6.927258210211086e+20	0.8295246353217368	0.20243608457696913
-344	XGBoost_grid_1_AutoML_20190416_030706_model_16	exclusive_use_area	6.589824600755468e+20	0.7891176686207743	0.19257522236712984
-345	XGBoost_grid_1_AutoML_20190416_030706_model_16	apartment_building_count_in_sites	2.339655366712922e+20	0.28016882090381057	0.06837202502408589
-346	XGBoost_grid_1_AutoML_20190416_030706_model_16	total_parking_capacity_in_site	1.840517901574241e+20	0.22039815678532035	0.05378567194727904
-347	XGBoost_grid_1_AutoML_20190416_030706_model_16	total_household_count_in_sites	1.3907121806585207e+20	0.16653486552554875	0.04064094625648879
-348	XGBoost_grid_1_AutoML_20190416_030706_model_16	floor	1.3054001058891484e+20	0.15631892358082836	0.038147861422724076
-349	XGBoost_grid_1_AutoML_20190416_030706_model_16	heat_type_district	1.2752989079969202e+20	0.15271436829407845	0.037268210562677165
-350	XGBoost_grid_1_AutoML_20190416_030706_model_16	heat_fuel_cogeneration	8.430368186921334e+19	0.10095189010820481	0.02463616448982625
-351	XGBoost_grid_1_AutoML_20190416_030706_model_16	heat_type_individual	6.824253937819635e+19	0.08171900898350173	0.019942597856318023
-352	XGBoost_grid_1_AutoML_20190416_030706_model_16	bathroom_count	6.137274674738679e+19	0.07349257645582698	0.017935030244666333
-353	XGBoost_grid_1_AutoML_20190416_030706_model_16	total_household_count_of_area_type	5.86667474763603e+19	0.07025219910830677	0.017144252882726415
-354	XGBoost_grid_1_AutoML_20190416_030706_model_16	room_count	5.2843544779658625e+19	0.06327903606630314	0.015442531483225682
-355	XGBoost_grid_1_AutoML_20190416_030706_model_16	heat_fuel_gas	3.2176161051794997e+19	0.03853027771247233	0.009402877534494085
-356	XGBoost_grid_1_AutoML_20190416_030706_model_16	front_door_structure_stairway	2.4908701453497926e+19	0.029827647335411312	0.007279099235408938
-357	XGBoost_grid_1_AutoML_20190416_030706_model_16	front_door_structure_mixed	1.724170681745775e+19	0.020646582134030374	0.005038564340513915
-358	XGBoost_grid_1_AutoML_20190416_030706_model_16	heat_type_central	1.5055065162346136e+19	0.018028124633973495	0.004399559467877285
-359	XGBoost_grid_1_AutoML_20190416_030706_model_16	front_door_structure_corridor	5.183003805091889e+18	0.0062065383024880955	0.0015146353215240733
-360	XGBoost_grid_1_AutoML_20190416_023844_model_6	supply_area	7.19049290474345e+20	1.0	0.2384135325465376
-361	XGBoost_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	4.7357341517260993e+20	0.6586105034054083	0.1570216566891368
-362	XGBoost_grid_1_AutoML_20190416_023844_model_6	city	4.108389760507807e+20	0.5713641352455227	0.1362209418542827
-363	XGBoost_grid_1_AutoML_20190416_023844_model_6	total_household_count_in_sites	2.3943016223789705e+20	0.33298157081825214	0.07938731257167457
-364	XGBoost_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	2.1419705647569358e+20	0.29788925364823227	0.07102082926992662
-365	XGBoost_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	2.0883485261623932e+20	0.29043190137698965	0.06924289557149571
-366	XGBoost_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	1.4608684112287682e+20	0.20316665777739068	0.0484376805763812
-367	XGBoost_grid_1_AutoML_20190416_023844_model_6	floor	1.0963862879642793e+20	0.15247720879343493	0.036352629981278806
-368	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_type_individual	1.063251933315203e+20	0.14786913044776018	0.035254001744635284
-369	XGBoost_grid_1_AutoML_20190416_023844_model_6	bathroom_count	1.034266167979121e+20	0.1438380068905753	0.034292927337235275
-370	XGBoost_grid_1_AutoML_20190416_023844_model_6	room_count	7.983184493374603e+19	0.11102416203078691	0.026469662667779077
-371	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	7.427257340622222e+19	0.1032927427787681	0.024626387692306965
-372	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	4.879218308088542e+19	0.06785652072432757	0.016177912812204272
-373	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_type_district	3.5119346971165327e+19	0.04884136238838046	0.011644441741399381
-374	XGBoost_grid_1_AutoML_20190416_023844_model_6	front_door_structure_stairway	1.5949955477169766e+19	0.022182005724041318	0.005288490343636208
-375	XGBoost_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	1.5882813799619625e+19	0.0220886300981425	0.005266228330811927
-376	XGBoost_grid_1_AutoML_20190416_023844_model_6	heat_type_central	8.994270647265788e+18	0.012508559241234236	0.002982209795770292
-377	XGBoost_grid_1_AutoML_20190416_023844_model_6	front_door_structure_mixed	5.731132341770781e+18	0.007970430424860092	0.001900258473507295
-378	XGBoost_1_AutoML_20190416_022142	supply_area	6.855376538033602e+20	1.0	0.24506003265809956
-379	XGBoost_1_AutoML_20190416_022142	exclusive_use_area	5.2606705576989164e+20	0.7673787907218133	0.18805387151542052
-380	XGBoost_1_AutoML_20190416_022142	city	3.899278130028531e+20	0.5687912412097791	0.13938800014650946
-381	XGBoost_1_AutoML_20190416_022142	total_parking_capacity_in_site	2.020806494438346e+20	0.2947768781520489	0.07223803138679374
-382	XGBoost_1_AutoML_20190416_022142	apartment_building_count_in_sites	1.6602402158654836e+20	0.24218074771742695	0.05934882194479562
-383	XGBoost_1_AutoML_20190416_022142	total_household_count_in_sites	1.5674847112588585e+20	0.2286504180423146	0.05603307891273773
-384	XGBoost_1_AutoML_20190416_022142	floor	1.0687115802931574e+20	0.15589392856307013	0.038203371224865404
-385	XGBoost_1_AutoML_20190416_022142	heat_type_individual	9.184239978217577e+19	0.133971342453087	0.03283102155680294
-386	XGBoost_1_AutoML_20190416_022142	total_household_count_of_area_type	9.103392448422556e+19	0.13279201219534728	0.03254201484532656
-387	XGBoost_1_AutoML_20190416_022142	heat_fuel_cogeneration	7.878382563452204e+19	0.11492268177747741	0.028162956149544997
-388	XGBoost_1_AutoML_20190416_022142	room_count	7.153336448599038e+19	0.10434636826893981	0.02557112441574047
-389	XGBoost_1_AutoML_20190416_022142	bathroom_count	6.675113981604843e+19	0.0973704937222826	0.023861616371517853
-390	XGBoost_1_AutoML_20190416_022142	heat_fuel_gas	6.2345317558712795e+19	0.09094368079247175	0.022286661385050907
-391	XGBoost_1_AutoML_20190416_022142	heat_type_district	4.567152279065251e+19	0.0666214649731741	0.01632625838205648
-392	XGBoost_1_AutoML_20190416_022142	front_door_structure_stairway	2.1888197876462387e+19	0.031928512978137306	0.007824402433146884
-393	XGBoost_1_AutoML_20190416_022142	front_door_structure_corridor	1.2193234307338207e+19	0.01778638159361516	0.004358731254200752
-394	XGBoost_1_AutoML_20190416_022142	front_door_structure_mixed	1.136549446615774e+19	0.0165789499717514	0.004062838021514397
-395	XGBoost_1_AutoML_20190416_022142	heat_type_central	1.0762171545276121e+19	0.015698877349139956	0.0038471673958757374
-396	GBM_1_AutoML_20190416_020809	supply_area	4.322788194737151e+20	1.0	0.2272757866900139
-397	GBM_1_AutoML_20190416_020809	exclusive_use_area	3.353057641848017e+20	0.7756701209488477	0.17629103695058757
-398	GBM_1_AutoML_20190416_020809	city	3.285587386243031e+20	0.760062079896286	0.1727437071416766
-399	GBM_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.2258064591544438e+20	0.28356847569973975	0.06444824839514644
-400	GBM_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.2114400643040621e+20	0.28024506631598317	0.0636929179129602
-401	GBM_1_AutoML_20190416_020809	total_household_count_in_sites	9.183545966478125e+19	0.21244496729353482	0.048283597069972393
-402	GBM_1_AutoML_20190416_020809	bathroom_count	6.794429025209234e+19	0.15717700519033578	0.03572252750421396
-403	GBM_1_AutoML_20190416_020809	room_count	6.329651826204135e+19	0.1464252131045947	0.033278905499599686
-404	GBM_1_AutoML_20190416_020809	floor	5.995427119443948e+19	0.13869352023176104	0.03152167891948085
-405	GBM_1_AutoML_20190416_020809	heat_type_district	5.830458154031042e+19	0.13487725725561636	0.030654334749361592
-406	GBM_1_AutoML_20190416_020809	heat_fuel_cogeneration	5.444944748272314e+19	0.12595909174780645	0.028627451667742346
-407	GBM_1_AutoML_20190416_020809	heat_type_individual	4.810870026478079e+19	0.11129090322618979	0.025293727582174488
-408	GBM_1_AutoML_20190416_020809	total_household_count_of_area_type	4.632146610406346e+19	0.10715645554981917	0.024354067733998657
-409	GBM_1_AutoML_20190416_020809	heat_fuel_gas	3.559421724710876e+19	0.08234087733107887	0.01871408767216688
-410	GBM_1_AutoML_20190416_020809	front_door_structure_mixed	1.0809522013526295e+19	0.025005902502201065	0.005683236163081533
-411	GBM_1_AutoML_20190416_020809	front_door_structure_stairway	9.75085394418729e+18	0.022556862619497818	0.005126628697104934
-412	GBM_1_AutoML_20190416_020809	front_door_structure_corridor	9.168717512861286e+18	0.021210193744916513	0.004820563469223512
-413	GBM_1_AutoML_20190416_020809	heat_type_central	6.595181905191109e+18	0.015256777820436634	0.0034674961814944913
-414	XGBoost_grid_1_AutoML_20190416_030706_model_24	supply_area	1.0628029983195356e+21	1.0	0.2437868261630752
-415	XGBoost_grid_1_AutoML_20190416_030706_model_24	exclusive_use_area	9.617152010835775e+20	0.9048856679969906	0.22059920504144054
-416	XGBoost_grid_1_AutoML_20190416_030706_model_24	city	6.106882502089276e+20	0.5746015500281096	0.14008028818973634
-417	XGBoost_grid_1_AutoML_20190416_030706_model_24	total_parking_capacity_in_site	3.2725638909143495e+20	0.3079182027232521	0.07506640135974002
-418	XGBoost_grid_1_AutoML_20190416_030706_model_24	apartment_building_count_in_sites	2.9429095461275723e+20	0.2769007568458869	0.06750475667361218
-419	XGBoost_grid_1_AutoML_20190416_030706_model_24	total_household_count_in_sites	1.8301569836033822e+20	0.17220096165490292	0.0419803259040782
-420	XGBoost_grid_1_AutoML_20190416_030706_model_24	heat_fuel_cogeneration	1.7191480026789315e+20	0.16175603619835321	0.03943399067751604
-421	XGBoost_grid_1_AutoML_20190416_030706_model_24	floor	1.4971045321602656e+20	0.1408637851537332	0.03434073510394594
-422	XGBoost_grid_1_AutoML_20190416_030706_model_24	total_household_count_of_area_type	1.4582711888421008e+20	0.13720992424257974	0.033449971949174505
-423	XGBoost_grid_1_AutoML_20190416_030706_model_24	bathroom_count	1.1035269562797077e+20	0.10383175038314375	0.025312812880863286
-424	XGBoost_grid_1_AutoML_20190416_030706_model_24	heat_fuel_gas	8.288279618677794e+19	0.07798509819583603	0.019011739577178628
-425	XGBoost_grid_1_AutoML_20190416_030706_model_24	heat_type_district	7.643750300522014e+19	0.07192066933013952	0.017533311711518736
-426	XGBoost_grid_1_AutoML_20190416_030706_model_24	heat_type_individual	7.45449444266549e+19	0.07013994554449185	0.017099194711542597
-427	XGBoost_grid_1_AutoML_20190416_030706_model_24	room_count	4.601841870921584e+19	0.04329910508530597	0.010555751404448213
-428	XGBoost_grid_1_AutoML_20190416_030706_model_24	front_door_structure_stairway	2.728325954140111e+19	0.025671041184998893	0.00625826165479247
-429	XGBoost_grid_1_AutoML_20190416_030706_model_24	front_door_structure_corridor	1.5827560041788998e+19	0.014892280193803502	0.0036305417227785824
-430	XGBoost_grid_1_AutoML_20190416_030706_model_24	heat_type_central	1.3202386970031948e+19	0.012422233462746218	0.003028376869739648
-431	XGBoost_grid_1_AutoML_20190416_030706_model_24	front_door_structure_mixed	5.787350921054781e+18	0.005445365632394267	0.0013275084048188853
-432	XGBoost_grid_1_AutoML_20190416_023844_model_1	supply_area	7.14048817144336e+20	1.0	0.25819281628909396
-433	XGBoost_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	4.681987912298083e+20	0.6556957731577165	0.1692959383004457
-434	XGBoost_grid_1_AutoML_20190416_023844_model_1	city	4.614580284875415e+20	0.64625557442001	0.16685854680202852
-435	XGBoost_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	1.7989718431680273e+20	0.25193961532806347	0.06504899881634368
-436	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	1.7038146533226185e+20	0.23861318896047046	0.061608211261425606
-437	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	1.3590686758157785e+20	0.19033273960890268	0.04914254607164136
-438	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_district	1.0044372971268604e+20	0.14066787494220107	0.036319434792728957
-439	XGBoost_grid_1_AutoML_20190416_023844_model_1	floor	9.608971644325121e+19	0.13457023404581578	0.03474506771697169
-440	XGBoost_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	9.23610789994163e+19	0.12934840977510742	0.03339683020235075
-441	XGBoost_grid_1_AutoML_20190416_023844_model_1	bathroom_count	8.526014263616917e+19	0.11940380067730706	0.030829203572495533
-442	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	6.6399010222136885e+19	0.09298945482142737	0.024009209225531798
-443	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	5.156801453441522e+19	0.07221917226983011	0.018646471478414674
-444	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	4.8649585218855895e+19	0.06813201569805555	0.01759119701253372
-445	XGBoost_grid_1_AutoML_20190416_023844_model_1	room_count	4.8640938659415065e+19	0.06811990649874981	0.017588070504261966
-446	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	1.7236353295342109e+19	0.024138900424588192	0.006232490682746431
-447	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	1.2020703340754108e+19	0.016834567962493066	0.004346564513246239
-448	XGBoost_grid_1_AutoML_20190416_023844_model_1	heat_type_central	9.615185204436009e+18	0.013465725274764261	0.0034767535320666177
-449	XGBoost_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	7.388617533340778e+18	0.010347496355907081	0.0026716492256727863
-450	GBM_grid_1_AutoML_20190416_021340_model_9	supply_area	8.13525733088579e+20	1.0	0.2948675861336144
-451	GBM_grid_1_AutoML_20190416_021340_model_9	city	5.0380333509012514e+20	0.6192838340557687	0.18260672927959434
-452	GBM_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.9525631023384625e+20	0.4858559405776161	0.14326316840679845
-453	GBM_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.681386199412732e+20	0.20667892004218358	0.06094291425754097
-454	GBM_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.6581928372536345e+20	0.2038279515705357	0.06010225606616312
-455	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	1.0646848168685208e+20	0.13087291201304813	0.038590179655564404
-456	GBM_grid_1_AutoML_20190416_021340_model_9	floor	1.031034923207413e+20	0.1267366084774052	0.03737051781649345
-457	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	9.23339870329079e+19	0.11349854500896817	0.03346704199647183
-458	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	8.847224710946095e+19	0.10875162703652036	0.03206732975236187
-459	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	7.707230824253987e+19	0.09473862363263194	0.027935349264175173
-460	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_district	6.657595242937162e+19	0.08183632025580025	0.02413087821188523
-461	GBM_grid_1_AutoML_20190416_021340_model_9	bathroom_count	4.849212195961884e+19	0.05960736088275511	0.01757627861929323
-462	GBM_grid_1_AutoML_20190416_021340_model_9	room_count	4.5236793485215924e+19	0.05560585442512414	0.01639636406923352
-463	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	3.0090981230182924e+19	0.03698835821202786	0.010906667901026108
-464	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	2.3211820760304714e+19	0.028532374350569368	0.008413272351413044
-465	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	1.6706595398940099e+19	0.0205360380371902	0.006055411964774362
-466	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	7.480615870260052e+18	0.009195303314942026	0.0027113968922433777
-467	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_central	7.16405492775125e+18	0.008806181090981184	0.0025966573613531007
-468	GBM_grid_1_AutoML_20190416_023844_model_36	city	6.078804669474946e+20	1.0	0.20518687058964005
-469	GBM_grid_1_AutoML_20190416_023844_model_36	exclusive_use_area	5.4588627183004235e+20	0.8980158131601768	0.18426105444234758
-470	GBM_grid_1_AutoML_20190416_023844_model_36	supply_area	4.485953961080505e+20	0.7379664596901708	0.1514210284639419
-471	GBM_grid_1_AutoML_20190416_023844_model_36	apartment_building_count_in_sites	2.3266860553172576e+20	0.3827538770904813	0.07853607024624759
-472	GBM_grid_1_AutoML_20190416_023844_model_36	total_parking_capacity_in_site	1.974532711954556e+20	0.32482252997366096	0.06664931842230505
-473	GBM_grid_1_AutoML_20190416_023844_model_36	total_household_count_in_sites	1.7478149976038887e+20	0.2875260997249407	0.05899658061540535
-474	GBM_grid_1_AutoML_20190416_023844_model_36	room_count	1.6647951846761038e+20	0.27386884020734614	0.05619429027415955
-475	GBM_grid_1_AutoML_20190416_023844_model_36	floor	1.259514758873219e+20	0.2071977678766258	0.0425142615837635
-476	GBM_grid_1_AutoML_20190416_023844_model_36	total_household_count_of_area_type	9.902068019136718e+19	0.1628949860629755	0.033423912425004976
-477	GBM_grid_1_AutoML_20190416_023844_model_36	bathroom_count	9.399365145652416e+19	0.15462522085718344	0.03172706518191741
-478	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_individual	7.091481003052918e+19	0.11665913594268265	0.023936923029770452
-479	GBM_grid_1_AutoML_20190416_023844_model_36	heat_fuel_gas	5.683809251360139e+19	0.09350208734131073	0.019185400695162745
-480	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_district	5.1227979568409215e+19	0.08427311347188592	0.01729173642814191
-481	GBM_grid_1_AutoML_20190416_023844_model_36	heat_fuel_cogeneration	4.1062519580596896e+19	0.06755031920468609	0.013860438604940803
-482	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_stairway	2.0439666073658196e+19	0.03362448241888263	0.006899302322726897
-483	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_corridor	1.3326938547714785e+19	0.021923617014109276	0.004498438367130871
-484	GBM_grid_1_AutoML_20190416_023844_model_36	front_door_structure_mixed	8.730960152401805e+18	0.014362955592642751	0.002947089910472335
-485	GBM_grid_1_AutoML_20190416_023844_model_36	heat_type_central	7.318194913093353e+18	0.012038871638435882	0.0024702183969210314
-486	XGBoost_grid_1_AutoML_20190416_023844_model_3	supply_area	9.84961234247692e+20	1.0	0.24131294766578462
-487	XGBoost_grid_1_AutoML_20190416_023844_model_3	city	8.803025047196942e+20	0.8937433008640836	0.2156718303880602
-488	XGBoost_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	7.835341521075936e+20	0.7954974519439363	0.19196383498921213
-489	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	2.2970036394138167e+20	0.23320751716368365	0.05627599338458756
-490	XGBoost_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	1.983914272928322e+20	0.2014205436667388	0.04860538511266563
-491	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	1.339666165866462e+20	0.1360120702506319	0.03282147359030576
-492	XGBoost_grid_1_AutoML_20190416_023844_model_3	room_count	1.320014022797175e+20	0.13401685029821447	0.03234000118234632
-493	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	1.1929201543285939e+20	0.1211134116602812	0.029226234369602068
-494	XGBoost_grid_1_AutoML_20190416_023844_model_3	floor	1.1252258622343322e+20	0.11424062421032981	0.027567741771373885
-495	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	1.1063449606012325e+20	0.11232370596252478	0.027105164578561724
-496	XGBoost_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	1.0985262894356523e+20	0.11152990099906832	0.02691360916295831
-497	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_district	1.0751140804821621e+20	0.10915293344548005	0.026340016116095998
-498	XGBoost_grid_1_AutoML_20190416_023844_model_3	bathroom_count	1.0501182229409536e+20	0.10661518305774015	0.025727624089590496
-499	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	1.885931821984645e+19	0.019147269520968603	0.00462048404785617
-500	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	1.7553159978699719e+19	0.017821168355023356	0.004300478666598889
-501	XGBoost_grid_1_AutoML_20190416_023844_model_3	heat_type_central	1.3332940781690814e+19	0.013536513233309573	0.0032665359094468343
-502	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	1.2839451375842623e+19	0.013035489042012223	0.0031456322849930047
-503	XGBoost_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	1.1408335837222404e+19	0.011582522682667839	0.002795012689960388
-504	XGBoost_grid_1_AutoML_20190416_030706_model_27	supply_area	9.040386561870062e+20	1.0	0.21537063435345588
-505	XGBoost_grid_1_AutoML_20190416_030706_model_27	exclusive_use_area	8.152116978303317e+20	0.9017442918521615	0.1942092401608079
-506	XGBoost_grid_1_AutoML_20190416_030706_model_27	city	6.715855021577664e+20	0.7428725503733821	0.1599929324176849
-507	XGBoost_grid_1_AutoML_20190416_030706_model_27	apartment_building_count_in_sites	2.6125495787585536e+20	0.28898648977883207	0.06223920362324556
-508	XGBoost_grid_1_AutoML_20190416_030706_model_27	total_parking_capacity_in_site	2.546719618580349e+20	0.28170472591534224	0.06067092552075368
-509	XGBoost_grid_1_AutoML_20190416_030706_model_27	total_household_count_in_sites	2.3572581080689646e+20	0.26074749037958733	0.05615735240912336
-510	XGBoost_grid_1_AutoML_20190416_030706_model_27	room_count	1.9114432625183503e+20	0.21143379759669878	0.04553663111216121
-511	XGBoost_grid_1_AutoML_20190416_030706_model_27	bathroom_count	1.5876293475764588e+20	0.1756152059108463	0.03782235829913174
-512	XGBoost_grid_1_AutoML_20190416_030706_model_27	total_household_count_of_area_type	1.3439116881245608e+20	0.14865644062089356	0.03201623191724869
-513	XGBoost_grid_1_AutoML_20190416_030706_model_27	floor	1.3408122967872556e+20	0.1483136022570588	0.0319423946013489
-514	XGBoost_grid_1_AutoML_20190416_030706_model_27	heat_fuel_cogeneration	1.1010271066427962e+20	0.1217898260331737	0.026229952090561656
-515	XGBoost_grid_1_AutoML_20190416_030706_model_27	heat_type_individual	1.0216403440159739e+20	0.11300848000515601	0.024338708026030283
-516	XGBoost_grid_1_AutoML_20190416_030706_model_27	heat_fuel_gas	9.696237683198447e+19	0.10725468006085702	0.023099508482083732
-517	XGBoost_grid_1_AutoML_20190416_030706_model_27	heat_type_district	7.143271958963028e+19	0.07901511633464263	0.017017535728504094
-518	XGBoost_grid_1_AutoML_20190416_030706_model_27	front_door_structure_stairway	2.415398127902969e+19	0.02671786334989782	0.005754243178236444
-519	XGBoost_grid_1_AutoML_20190416_030706_model_27	front_door_structure_corridor	2.20188682363538e+19	0.024356113630387786	0.0052455916429614705
-520	XGBoost_grid_1_AutoML_20190416_030706_model_27	heat_type_central	5.972926493590815e+18	0.006606937051544925	0.001422940223924582
-521	XGBoost_grid_1_AutoML_20190416_030706_model_27	front_door_structure_mixed	3.9189425656378163e+18	0.004334928090538595	0.0009336162127359125
-522	XGBoost_1_AutoML_20190416_020809	supply_area	5.659702854745336e+20	1.0	0.20644000549191793
-523	XGBoost_1_AutoML_20190416_020809	exclusive_use_area	5.2959460573114584e+20	0.9357286403951599	0.1931718256621217
-524	XGBoost_1_AutoML_20190416_020809	city	4.649645733786587e+20	0.8215353090291879	0.16959775370779007
-525	XGBoost_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.8159324697334487e+20	0.3208529699065197	0.0662368888696001
-526	XGBoost_1_AutoML_20190416_020809	room_count	1.513616382059694e+20	0.26743742929730197	0.055209784372879434
-527	XGBoost_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.4792046587819327e+20	0.2613573003292398	0.05395460251532111
-528	XGBoost_1_AutoML_20190416_020809	total_household_count_in_sites	1.3036282209107549e+20	0.23033509962766638	0.04755037923211691
-529	XGBoost_1_AutoML_20190416_020809	bathroom_count	1.059118825125928e+20	0.1871332916776572	0.03863179776165623
-530	XGBoost_1_AutoML_20190416_020809	floor	8.555070397697176e+19	0.1511575893162702	0.031204973568595896
-531	XGBoost_1_AutoML_20190416_020809	total_household_count_of_area_type	8.444933637356808e+19	0.14921160799592537	0.030803245174136736
-532	XGBoost_1_AutoML_20190416_020809	heat_type_individual	6.609682044635893e+19	0.1167849658236749	0.024109088986012894
-533	XGBoost_1_AutoML_20190416_020809	heat_type_district	6.446459543492546e+19	0.11390102464633031	0.02351372815352351
-534	XGBoost_1_AutoML_20190416_020809	heat_fuel_cogeneration	6.215418285538673e+19	0.10981880930952764	0.022670995596974775
-535	XGBoost_1_AutoML_20190416_020809	heat_fuel_gas	5.185038671261414e+19	0.09161326670911807	0.018912643282562876
-536	XGBoost_1_AutoML_20190416_020809	front_door_structure_corridor	1.611667552480107e+19	0.028476186715859404	0.005878624142010896
-537	XGBoost_1_AutoML_20190416_020809	front_door_structure_stairway	1.6102225742988837e+19	0.028450655725658892	0.005873353524253688
-538	XGBoost_1_AutoML_20190416_020809	heat_type_central	8.626768231530496e+18	0.015242440200367491	0.0031466494386740954
-539	XGBoost_1_AutoML_20190416_020809	front_door_structure_mixed	8.481495257710592e+18	0.014985760693424647	0.003093660519851152
-540	XGBoost_grid_1_AutoML_20190416_022142_model_6	supply_area	7.929912891126065e+20	1.0	0.21035628421433644
-541	XGBoost_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	7.88531247737882e+20	0.994375674189668	0.2091731719356642
-542	XGBoost_grid_1_AutoML_20190416_022142_model_6	city	5.6481894726667076e+20	0.7122637474350177	0.14982915529100896
-543	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	2.6786889854892795e+20	0.3377955120398428	0.07105740873698048
-544	XGBoost_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	2.5854076504417868e+20	0.3260322888710387	0.06858294082080685
-545	XGBoost_grid_1_AutoML_20190416_022142_model_6	floor	2.3158276303250627e+20	0.2920369570410514	0.061431809136417374
-546	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	1.9954839500022927e+20	0.25164008450021313	0.05293407313484648
-547	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	1.4368701185972083e+20	0.18119620458947683	0.03811576031118304
-548	XGBoost_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	1.2532486860869888e+20	0.15804066239988981	0.03324484649721322
-549	XGBoost_grid_1_AutoML_20190416_022142_model_6	room_count	1.0816312817241765e+20	0.13639888565920708	0.028692362758246943
-550	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	6.215173314348004e+19	0.07837631257340881	0.016486949883363654
-551	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	5.54792324811121e+19	0.06996196962415047	0.014716939966452567
-552	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_district	5.112545670618887e+19	0.06447164982530967	0.013562016694420016
-553	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	3.0810622585678594e+19	0.03885367091504509	0.008173113841775523
-554	XGBoost_grid_1_AutoML_20190416_022142_model_6	bathroom_count	3.0412322299493482e+19	0.0383513951755085	0.008067456983555597
-555	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	2.4640620727436837e+19	0.031073003027575267	0.00653640145626156
-556	XGBoost_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	2.0111470648860082e+19	0.025361527831365884	0.005334956756604606
-557	XGBoost_grid_1_AutoML_20190416_022142_model_6	heat_type_central	1.3964491464592327e+19	0.017609892638567607	0.0037043515808624786
-558	XGBoost_grid_1_AutoML_20190416_023844_model_12	supply_area	1.0066578884025028e+21	1.0	0.26367081451243374
-559	XGBoost_grid_1_AutoML_20190416_023844_model_12	exclusive_use_area	5.6774407040902e+20	0.5639890939611977	0.14870746378087848
-560	XGBoost_grid_1_AutoML_20190416_023844_model_12	city	5.3737932397766037e+20	0.5338251755325184	0.14075411883990202
-561	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_parking_capacity_in_site	2.9595777905609356e+20	0.2940003574856581	0.07751931372519016
-562	XGBoost_grid_1_AutoML_20190416_023844_model_12	apartment_building_count_in_sites	2.4820672793359575e+20	0.24656512484840587	0.06501202729913909
-563	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_household_count_in_sites	2.4238758463382382e+20	0.2407844685134056	0.0634878369348731
-564	XGBoost_grid_1_AutoML_20190416_023844_model_12	floor	1.841161951505327e+20	0.18289847749836094	0.04822499053507686
-565	XGBoost_grid_1_AutoML_20190416_023844_model_12	total_household_count_of_area_type	1.2692557282078727e+20	0.12608610560059233	0.03324522616240891
-566	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_fuel_cogeneration	1.1574255440388686e+20	0.11497705003589886	0.0303160924332023
-567	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_district	1.1503643924043609e+20	0.11427560501511695	0.03013114185323704
-568	XGBoost_grid_1_AutoML_20190416_023844_model_12	room_count	1.1467631839601387e+20	0.11391786595741811	0.030036816504510677
-569	XGBoost_grid_1_AutoML_20190416_023844_model_12	bathroom_count	7.0603881336333664e+19	0.07013691756628182	0.018493058182092948
-570	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_fuel_gas	6.246643536158209e+19	0.06205329147195384	0.016361641905587525
-571	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_individual	5.2494806079607144e+19	0.052147613091189114	0.013749803618633084
-572	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_corridor	2.7024238791152894e+19	0.026845504418624794	0.007078376016055938
-573	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_mixed	2.3830652292696113e+19	0.023673039835324518	0.006241889695365306
-574	XGBoost_grid_1_AutoML_20190416_023844_model_12	heat_type_central	1.7641542021875237e+19	0.01752486343684363	0.004620795016611728
-575	XGBoost_grid_1_AutoML_20190416_023844_model_12	front_door_structure_stairway	8.966595939594666e+18	0.008907292182276582	0.0023485929848010996
-576	XGBoost_1_AutoML_20190416_030706	exclusive_use_area	5.744594652190107e+20	1.0	0.2124987255062017
-577	XGBoost_1_AutoML_20190416_030706	supply_area	5.5346375412495365e+20	0.9634513619058352	0.20473218649220426
-578	XGBoost_1_AutoML_20190416_030706	city	4.701926895960824e+20	0.818495852299732	0.17392932544580536
-579	XGBoost_1_AutoML_20190416_030706	total_parking_capacity_in_site	1.9306602628658286e+20	0.33608294053084686	0.07141719652718152
-580	XGBoost_1_AutoML_20190416_030706	apartment_building_count_in_sites	1.5735010629641883e+20	0.27390985060439316	0.05820549415702766
-581	XGBoost_1_AutoML_20190416_030706	total_household_count_in_sites	1.3237501633083579e+20	0.23043404164359665	0.0489669401625073
-582	XGBoost_1_AutoML_20190416_030706	floor	1.0343917761874782e+20	0.18006349252042	0.03826326267078473
-583	XGBoost_1_AutoML_20190416_030706	total_household_count_of_area_type	9.325675876358868e+19	0.1623382752132648	0.034496676583693785
-584	XGBoost_1_AutoML_20190416_030706	heat_fuel_cogeneration	9.064726582715535e+19	0.15779575638569449	0.03353139712224716
-585	XGBoost_1_AutoML_20190416_030706	room_count	8.041738325404837e+19	0.1399879158112392	0.029747253696157792
-586	XGBoost_1_AutoML_20190416_030706	bathroom_count	6.49580870397969e+19	0.11307688526819182	0.024028694003701754
-587	XGBoost_1_AutoML_20190416_030706	heat_type_individual	6.052020302339532e+19	0.10535156383979538	0.022387073046041765
-588	XGBoost_1_AutoML_20190416_030706	heat_fuel_gas	3.830605272585549e+19	0.06668190715815159	0.01416982028543008
-589	XGBoost_1_AutoML_20190416_030706	heat_type_district	3.4588078345786753e+19	0.060209780567546514	0.012794501633611703
-590	XGBoost_1_AutoML_20190416_030706	front_door_structure_stairway	2.2928784477082616e+19	0.03991366817907874	0.00848160361833167
-591	XGBoost_1_AutoML_20190416_030706	front_door_structure_corridor	1.9433969176010555e+19	0.033830009517906406	0.007188833906417783
-592	XGBoost_1_AutoML_20190416_030706	front_door_structure_mixed	7.689776516967694e+18	0.013386108128684054	0.002844530916833568
-593	XGBoost_1_AutoML_20190416_030706	heat_type_central	6.262278921358672e+18	0.010901167620192661	0.002316484225820414
-594	XGBoost_grid_1_AutoML_20190416_021340_model_6	supply_area	8.496624053923674e+20	1.0	0.26991416288264936
-595	XGBoost_grid_1_AutoML_20190416_021340_model_6	city	6.791921522971393e+20	0.7993670756604723	0.2157604950628478
-596	XGBoost_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	4.782635623407954e+20	0.5628865762513491	0.15193105902676346
-597	XGBoost_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	1.8998429750406624e+20	0.2235997453792639	0.06035273809481756
-598	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	1.716381279579726e+20	0.20200744068311635	0.0545246692480498
-599	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	1.4031793231035472e+20	0.16514551122872975	0.04457511241712976
-600	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	1.2961538288260638e+20	0.15254927375861832	0.041175209524913575
-601	XGBoost_grid_1_AutoML_20190416_021340_model_6	room_count	1.018661459153073e+20	0.11989014138888059	0.03236004715086218
-602	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	9.881732331678676e+19	0.11630186611723006	0.03139152083472211
-603	XGBoost_grid_1_AutoML_20190416_021340_model_6	bathroom_count	9.52312529486558e+19	0.11208128351245429	0.030252325814076993
-604	XGBoost_grid_1_AutoML_20190416_021340_model_6	floor	7.94514754831867e+19	0.09350946326323174	0.02523952849830105
-605	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	5.561480666286339e+19	0.06545518115183749	0.017667280426930384
-606	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	2.562928399094697e+19	0.030164079083988153	0.008141712155080695
-607	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_district	2.1026675540518502e+19	0.024747094148302996	0.006679591200817314
-608	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.6611978025323463e+19	0.019551268739084887	0.005277164335003809
-609	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	6.208950958144094e+18	0.007307550526819943	0.0019724113831692683
-610	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_central	5.818966278399853e+18	0.006848562724995112	0.0018485240748663716
-611	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	2.9478429008697754e+18	0.0034694284249383554	0.0009364478689985049
-612	GBM_1_AutoML_20190416_022142	supply_area	5.5743645676187576e+20	1.0	0.2914371316869079
-613	GBM_1_AutoML_20190416_022142	city	3.632090471291987e+20	0.6515703139315004	0.1898917833845346
-614	GBM_1_AutoML_20190416_022142	exclusive_use_area	2.623163472364731e+20	0.47057623170227764	0.13714338720734554
-615	GBM_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.2595080738425222e+20	0.22594648386633162	0.06584919517274589
-616	GBM_1_AutoML_20190416_022142	apartment_building_count_in_sites	9.353987860969449e+19	0.16780366169996055	0.04890421785239674
-617	GBM_1_AutoML_20190416_022142	total_household_count_in_sites	8.813467065145465e+19	0.15810711621451015	0.04607828444884544
-618	GBM_1_AutoML_20190416_022142	heat_fuel_cogeneration	8.481192012403651e+19	0.15214634618034364	0.04434109472744268
-619	GBM_1_AutoML_20190416_022142	floor	7.837336474973372e+19	0.1405960514405556	0.040974909958340466
-620	GBM_1_AutoML_20190416_022142	bathroom_count	5.52323173538857e+19	0.09908271460163878	0.028876382143254112
-621	GBM_1_AutoML_20190416_022142	total_household_count_of_area_type	4.532207600511274e+19	0.08130447059093823	0.023695141702345594
-622	GBM_1_AutoML_20190416_022142	room_count	3.6848700640773276e+19	0.06610385846456075	0.01926511890434891
-623	GBM_1_AutoML_20190416_022142	heat_type_district	3.179837105551442e+19	0.0570439386764005	0.016624721867974028
-624	GBM_1_AutoML_20190416_022142	heat_type_individual	2.5109555839613534e+19	0.04504469618918335	0.013127697055083784
-625	GBM_1_AutoML_20190416_022142	heat_fuel_gas	2.2947214490987397e+19	0.04116561486539071	0.011997188720497404
-626	GBM_1_AutoML_20190416_022142	front_door_structure_mixed	1.1634678002381488e+19	0.02087175652264803	0.006082804854228053
-627	GBM_1_AutoML_20190416_022142	front_door_structure_corridor	1.1276848540191556e+19	0.020229836788390698	0.005895725608102873
-628	GBM_1_AutoML_20190416_022142	heat_type_central	9.700040014309622e+18	0.01740115827848206	0.005071343656710703
-629	GBM_1_AutoML_20190416_022142	front_door_structure_stairway	9.073677926779585e+18	0.016277510766856167	0.004743871048895321
-630	XGBoost_2_AutoML_20190416_021340	supply_area	6.909529508802965e+20	1.0	0.24992205717555535
-631	XGBoost_2_AutoML_20190416_021340	exclusive_use_area	5.3145146096813395e+20	0.7691572346439038	0.19222935837366578
-632	XGBoost_2_AutoML_20190416_021340	city	4.781603313930868e+20	0.6920302327154041	0.17295361938791212
-633	XGBoost_2_AutoML_20190416_021340	total_parking_capacity_in_site	1.8274062693934773e+20	0.2644762233181438	0.06609844180569208
-634	XGBoost_2_AutoML_20190416_021340	apartment_building_count_in_sites	1.4274723728122813e+20	0.2065947284824003	0.05163257954394678
-635	XGBoost_2_AutoML_20190416_021340	total_household_count_in_sites	1.4101679069706217e+20	0.20409029372752832	0.05100666605794722
-636	XGBoost_2_AutoML_20190416_021340	heat_fuel_cogeneration	1.2670297889076727e+20	0.18337424962053286	0.045829269698187375
-637	XGBoost_2_AutoML_20190416_021340	total_household_count_of_area_type	1.0865258676863841e+20	0.15725034046125932	0.0393003285796344
-638	XGBoost_2_AutoML_20190416_021340	floor	9.716033290544926e+19	0.14061787098769002	0.03514350759289033
-639	XGBoost_2_AutoML_20190416_021340	bathroom_count	5.899033814646129e+19	0.08537533282303185	0.021337178811179833
-640	XGBoost_2_AutoML_20190416_021340	heat_type_individual	5.192176700748936e+19	0.0751451556018964	0.018780431874803157
-641	XGBoost_2_AutoML_20190416_021340	room_count	4.1600004844718916e+19	0.06020671131329443	0.015046985147193326
-642	XGBoost_2_AutoML_20190416_021340	heat_type_district	3.583268372698733e+19	0.05185980272800822	0.012960908582502291
-643	XGBoost_2_AutoML_20190416_021340	heat_fuel_gas	3.082228620502604e+19	0.04460837190977685	0.011148616074943687
-644	XGBoost_2_AutoML_20190416_021340	front_door_structure_stairway	2.6446452027826373e+19	0.03827532973718794	0.00956584914699072
-645	XGBoost_2_AutoML_20190416_021340	front_door_structure_corridor	1.1073138722378613e+19	0.016025893960321138	0.004005224386640767
-646	XGBoost_2_AutoML_20190416_021340	heat_type_central	5.91267325638869e+18	0.008557273326433808	0.002138651353555845
-647	XGBoost_2_AutoML_20190416_021340	front_door_structure_mixed	2.489108782697677e+18	0.0036024287609257204	0.000900326406758943
-648	XGBoost_grid_1_AutoML_20190416_020809_model_7	supply_area	9.41807742618228e+20	1.0	0.261706055558107
-649	XGBoost_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	5.296469952611861e+20	0.5623727341514162	0.14717635000819507
-650	XGBoost_grid_1_AutoML_20190416_020809_model_7	city	4.780888367490023e+20	0.5076289088682941	0.13284955942718704
-651	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.4677679986753352e+20	0.26202460300601627	0.06857342531188343
-652	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	2.361051511145722e+20	0.2506935762262893	0.0656080269879378
-653	XGBoost_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.20178786758888e+20	0.2337831563656404	0.061182467708375904
-654	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.5930357781916287e+20	0.1691466003202506	0.04426668958087643
-655	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	1.5163533743644842e+20	0.1610045559987666	0.042135867277321555
-656	XGBoost_grid_1_AutoML_20190416_020809_model_7	floor	1.2080029909556344e+20	0.12826428752829988	0.03356754075800226
-657	XGBoost_grid_1_AutoML_20190416_020809_model_7	room_count	1.1147547292179051e+20	0.11836330057330853	0.030976392515879202
-658	XGBoost_grid_1_AutoML_20190416_020809_model_7	bathroom_count	1.0406494926853374e+20	0.11049489673893836	0.028917183584847902
-659	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	8.451373257058366e+19	0.08973565277307581	0.02348436373017358
-660	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	7.565109710466266e+19	0.08032541428715845	0.021021647334163052
-661	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_district	5.414464526731759e+19	0.05749012544406923	0.015045513963508122
-662	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	3.4288045811822494e+19	0.03640662978253039	0.009527835476550332
-663	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	2.972857560059819e+19	0.03156543979767322	0.00826086674140595
-664	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_central	1.4413953126329483e+19	0.015304560022259592	0.004005296035477853
-665	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	6.099541304843174e+18	0.006476418730521829	0.001694918000107511
-666	GBM_1_AutoML_20190416_023643	supply_area	4.390195470316098e+20	1.0	0.22806392448092153
-667	GBM_1_AutoML_20190416_023643	city	3.5548234791225865e+20	0.8097187250905337	0.18466763016983553
-668	GBM_1_AutoML_20190416_023643	exclusive_use_area	3.518585686933415e+20	0.8014644702551419	0.18278513241841046
-669	GBM_1_AutoML_20190416_023643	total_parking_capacity_in_site	1.2776218682031551e+20	0.29101708041058255	0.06637049744941736
-670	GBM_1_AutoML_20190416_023643	apartment_building_count_in_sites	1.238697661244071e+20	0.2821509132382398	0.06434844456898897
-671	GBM_1_AutoML_20190416_023643	heat_fuel_gas	8.738425836354404e+19	0.19904411763527308	0.04539478261274258
-672	GBM_1_AutoML_20190416_023643	floor	8.42870748455874e+19	0.19198934401779305	0.04378584325521562
-673	GBM_1_AutoML_20190416_023643	total_household_count_in_sites	7.707947705835297e+19	0.17557185683306986	0.04004160669775241
-674	GBM_1_AutoML_20190416_023643	bathroom_count	5.888430124507857e+19	0.1341268324912167	0.030589491796142065
-675	GBM_1_AutoML_20190416_023643	total_household_count_of_area_type	4.526926866065392e+19	0.10311447170573133	0.02351669108798603
-676	GBM_1_AutoML_20190416_023643	heat_type_district	4.095960089419055e+19	0.09329789794357704	0.021277884750832678
-677	GBM_1_AutoML_20190416_023643	room_count	4.003777034546315e+19	0.09119814964088695	0.020799007912499022
-678	GBM_1_AutoML_20190416_023643	heat_type_individual	2.8318291409277813e+19	0.06450348646375618	0.014710918265626234
-679	GBM_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.7748808177257808e+19	0.040428286843409905	0.009220233757548471
-680	GBM_1_AutoML_20190416_023643	front_door_structure_stairway	1.7510571495309443e+19	0.039885630636962655	0.009096473453462182
-681	GBM_1_AutoML_20190416_023643	front_door_structure_mixed	1.5621941471790236e+19	0.035583703681115235	0.008115359109081354
-682	GBM_1_AutoML_20190416_023643	heat_type_central	7.709191143535149e+18	0.017560017989313084	0.004004806616598322
-683	GBM_1_AutoML_20190416_023643	front_door_structure_corridor	6.181648435158974e+18	0.014080576769202238	0.0032112715969391573
-684	XGBoost_2_AutoML_20190416_030706	supply_area	7.973479588021341e+20	1.0	0.28926513879338084
-685	XGBoost_2_AutoML_20190416_030706	exclusive_use_area	4.886759198636481e+20	0.612876617377678	0.1772838397889718
-686	XGBoost_2_AutoML_20190416_030706	city	3.796336749702189e+20	0.4761204575484803	0.13772505023512915
-687	XGBoost_2_AutoML_20190416_030706	total_parking_capacity_in_site	1.939291693026661e+20	0.24321774096469542	0.07035441359716517
-688	XGBoost_2_AutoML_20190416_030706	apartment_building_count_in_sites	1.6847614362272137e+20	0.21129563544105037	0.06112046131229104
-689	XGBoost_2_AutoML_20190416_030706	total_household_count_in_sites	1.3656504403805759e+20	0.171274087467686	0.04954362268304984
-690	XGBoost_2_AutoML_20190416_030706	total_household_count_of_area_type	9.5090726566533e+19	0.1192587571295586	0.03449740093340787
-691	XGBoost_2_AutoML_20190416_030706	heat_fuel_cogeneration	8.79254819672005e+19	0.11027241118079999	0.031897964325294875
-692	XGBoost_2_AutoML_20190416_030706	heat_type_individual	8.614466895438938e+19	0.10803899101191104	0.031251913730157274
-693	XGBoost_2_AutoML_20190416_030706	floor	8.52083072599893e+19	0.10686464587932076	0.030912216622387214
-694	XGBoost_2_AutoML_20190416_030706	bathroom_count	6.703127778661971e+19	0.08406778627403981	0.024317879864612403
-695	XGBoost_2_AutoML_20190416_030706	heat_fuel_gas	6.650095694026428e+19	0.08340268035572512	0.024125487908838807
-696	XGBoost_2_AutoML_20190416_030706	heat_type_district	5.0740966286048625e+19	0.06363716834777808	0.01840801433453777
-697	XGBoost_2_AutoML_20190416_030706	room_count	1.8395538717692396e+19	0.023070904634067472	0.006673608431062381
-698	XGBoost_2_AutoML_20190416_030706	front_door_structure_stairway	1.7994550125577372e+19	0.022568001744948104	0.006528136157041675
-699	XGBoost_2_AutoML_20190416_030706	front_door_structure_corridor	9.560967186558747e+18	0.011990959631880552	0.0034685666021817547
-700	XGBoost_2_AutoML_20190416_030706	heat_type_central	4.5940377572899553e+18	0.005761647354301422	0.0016666437216205166
-701	XGBoost_2_AutoML_20190416_030706	front_door_structure_mixed	2.6452124958069883e+18	0.0033175133473482827	0.0009596409588695945
-702	XGBoost_grid_1_AutoML_20190416_021340_model_8	supply_area	6.891118934263763e+20	1.0	0.27033462218253407
-703	XGBoost_grid_1_AutoML_20190416_021340_model_8	city	5.807302351189149e+20	0.8427226995480078	0.22781712258695588
-704	XGBoost_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	4.516783915279623e+20	0.6554500014245059	0.17719082849463524
-705	XGBoost_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	1.5158984404333756e+20	0.21997856297271004	0.05946782170948435
-706	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	1.3916457979718979e+20	0.20194772594221366	0.05459346219321027
-707	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	1.1178071494184718e+20	0.16220981818504873	0.043850929913352696
-708	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	8.952164739528943e+19	0.1299087249099319	0.035118826066741195
-709	XGBoost_grid_1_AutoML_20190416_021340_model_8	floor	7.793813406699487e+19	0.1130993889533292	0.03057468058177372
-710	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	6.9611774402405335e+19	0.10101664920668295	0.027308297697434217
-711	XGBoost_grid_1_AutoML_20190416_021340_model_8	bathroom_count	5.5822944214001385e+19	0.08100708280688734	0.02189901912470914
-712	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	4.330740566516669e+19	0.06284524484091435	0.01698924552003743
-713	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_district	4.082442693467177e+19	0.0592420872779979	0.01601518728160227
-714	XGBoost_grid_1_AutoML_20190416_021340_model_8	room_count	1.88087582771548e+19	0.02729420063211302	0.007378567415656556
-715	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	1.376505984652306e+19	0.019975072231130632	0.005399953604671527
-716	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	7.02388698641911e+18	0.010192665448705583	0.002755430363108793
-717	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.567980706101199e+18	0.006628793886270714	0.0017919924907708851
-718	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_central	3.8593806463716557e+18	0.005600513767339275	0.0015140127733217436
-719	XGBoost_grid_1_AutoML_20190416_030706_model_20	supply_area	7.180860831040411e+20	1.0	0.22225257244824276
-720	XGBoost_grid_1_AutoML_20190416_030706_model_20	exclusive_use_area	6.68845695103209e+20	0.9314282936831436	0.20701233432215602
-721	XGBoost_grid_1_AutoML_20190416_030706_model_20	city	6.489605435297639e+20	0.9037364165651685	0.2008577433967654
-722	XGBoost_grid_1_AutoML_20190416_030706_model_20	total_parking_capacity_in_site	1.7648542612409287e+20	0.24577196282819824	0.05462345097422096
-723	XGBoost_grid_1_AutoML_20190416_030706_model_20	apartment_building_count_in_sites	1.6644239895505666e+20	0.2317861366085567	0.05151506511909154
-724	XGBoost_grid_1_AutoML_20190416_030706_model_20	total_household_count_in_sites	1.5848610411805095e+20	0.22070627442460602	0.0490525372463365
-725	XGBoost_grid_1_AutoML_20190416_030706_model_20	total_household_count_of_area_type	1.1132293107659938e+20	0.1550272783388147	0.034455211410451304
-726	XGBoost_grid_1_AutoML_20190416_030706_model_20	floor	1.0538744185442271e+20	0.1467615712574024	0.03261813674850377
-727	XGBoost_grid_1_AutoML_20190416_030706_model_20	bathroom_count	9.438782197703534e+19	0.13144360292992868	0.029213678883042028
-728	XGBoost_grid_1_AutoML_20190416_030706_model_20	heat_fuel_cogeneration	8.489540384291029e+19	0.11822454973077383	0.02627571030419969
-729	XGBoost_grid_1_AutoML_20190416_030706_model_20	room_count	7.768440196767626e+19	0.10818257559298894	0.024043855719618274
-730	XGBoost_grid_1_AutoML_20190416_030706_model_20	heat_type_individual	7.296494621754078e+19	0.10161030541371617	0.022583151765450026
-731	XGBoost_grid_1_AutoML_20190416_030706_model_20	heat_type_district	4.6288260852904624e+19	0.06446060151008118	0.014326534507176622
-732	XGBoost_grid_1_AutoML_20190416_030706_model_20	heat_fuel_gas	3.4804677738412114e+19	0.04846867048023459	0.010772286697378342
-733	XGBoost_grid_1_AutoML_20190416_030706_model_20	front_door_structure_corridor	3.361204627185651e+19	0.046807822993258835	0.010403159070953783
-734	XGBoost_grid_1_AutoML_20190416_030706_model_20	front_door_structure_stairway	1.4616112632747262e+19	0.0203542624995137	0.00452378720080372
-735	XGBoost_grid_1_AutoML_20190416_030706_model_20	heat_type_central	1.2343968555413275e+19	0.01719009579193418	0.0038205430103890846
-736	XGBoost_grid_1_AutoML_20190416_030706_model_20	front_door_structure_mixed	5.331840296097415e+18	0.007425071201839324	0.0016502411752201554
-737	XGBoost_grid_1_AutoML_20190416_022142_model_1	city	7.039090329520555e+20	1.0	0.20077745579967754
-738	XGBoost_grid_1_AutoML_20190416_022142_model_1	supply_area	6.958222568711583e+20	0.9885116176915889	0.19847084762854073
-739	XGBoost_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	6.745848995095951e+20	0.9583410184133017	0.1924132714654946
-740	XGBoost_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	2.036990250068046e+20	0.2893825984197576	0.05810150186341872
-741	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	1.9322805032005193e+20	0.2745071327039115	0.055114843703155815
-742	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	1.7773519261287422e+20	0.25249738857233855	0.05069578327361671
-743	XGBoost_grid_1_AutoML_20190416_022142_model_1	room_count	1.757504773677153e+20	0.24967782645245012	0.050129678764716364
-744	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_district	1.2338018438288402e+20	0.17527859227129378	0.035191989812379386
-745	XGBoost_grid_1_AutoML_20190416_022142_model_1	floor	1.1982992290944647e+20	0.1702349555125091	0.03417934125597287
-746	XGBoost_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.0450265165341183e+20	0.1484604498043566	0.029807511398594454
-747	XGBoost_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	9.613865790482678e+19	0.13657824151174794	0.027421831848322656
-748	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	6.520883726358099e+19	0.09263815949357547	0.018599653973084825
-749	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	5.638191393533015e+19	0.08009829579665363	0.01608193204394212
-750	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	3.242967544781131e+19	0.04607083291971358	0.009249984620192123
-751	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	3.046365629837109e+19	0.04327783118595954	0.008689212838044897
-752	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	1.9028335147268178e+19	0.02703237812912714	0.005427492104980993
-753	XGBoost_grid_1_AutoML_20190416_022142_model_1	heat_type_central	1.781387287734308e+19	0.025307066742182888	0.005081088474248114
-754	XGBoost_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	1.601004598665098e+19	0.022744481512771628	0.004566579131617088
-755	XGBoost_grid_1_AutoML_20190416_030706_model_4	supply_area	9.595434105320222e+20	1.0	0.2329723913603044
-756	XGBoost_grid_1_AutoML_20190416_030706_model_4	city	7.716455638850098e+20	0.8041799416424195	0.18735172408842451
-757	XGBoost_grid_1_AutoML_20190416_030706_model_4	exclusive_use_area	7.71563654666787e+20	0.8040945789404054	0.18733183693560332
-758	XGBoost_grid_1_AutoML_20190416_030706_model_4	apartment_building_count_in_sites	2.9311032541513043e+20	0.3054685407642103	0.07116573642718071
-759	XGBoost_grid_1_AutoML_20190416_030706_model_4	room_count	2.183846300729622e+20	0.22759223571956796	0.05302270741062584
-760	XGBoost_grid_1_AutoML_20190416_030706_model_4	total_parking_capacity_in_site	2.0782935363068468e+20	0.21659192418970702	0.05045993852780581
-761	XGBoost_grid_1_AutoML_20190416_030706_model_4	total_household_count_in_sites	1.5998786107973252e+20	0.1667333226654401	0.03884426090081682
-762	XGBoost_grid_1_AutoML_20190416_030706_model_4	heat_fuel_cogeneration	1.4593886444996421e+20	0.15209198755171263	0.035433234046664146
-763	XGBoost_grid_1_AutoML_20190416_030706_model_4	heat_type_individual	1.1354997868452014e+20	0.11833751077667445	0.02756937287326764
-764	XGBoost_grid_1_AutoML_20190416_030706_model_4	floor	1.1329782988194552e+20	0.11807473079214534	0.02750815239187027
-765	XGBoost_grid_1_AutoML_20190416_030706_model_4	total_household_count_of_area_type	1.0759030900262542e+20	0.11212656751295035	0.026122394568514663
-766	XGBoost_grid_1_AutoML_20190416_030706_model_4	bathroom_count	1.0045849835287033e+20	0.10469406308274344	0.024390826237613305
-767	XGBoost_grid_1_AutoML_20190416_030706_model_4	heat_type_district	5.834936684793299e+19	0.06080951232376342	0.014166937503521066
-768	XGBoost_grid_1_AutoML_20190416_030706_model_4	heat_fuel_gas	3.930117232164392e+19	0.04095820146360366	0.009542130140792865
-769	XGBoost_grid_1_AutoML_20190416_030706_model_4	front_door_structure_mixed	1.7103067197288219e+19	0.017824172423637784	0.004152540073553287
-770	XGBoost_grid_1_AutoML_20190416_030706_model_4	front_door_structure_stairway	1.6655871629015908e+19	0.017358122046589847	0.004043963202718058
-771	XGBoost_grid_1_AutoML_20190416_030706_model_4	heat_type_central	1.3090130131370902e+19	0.013642040566057384	0.0031782188137086695
-772	XGBoost_grid_1_AutoML_20190416_030706_model_4	front_door_structure_corridor	1.1300207664723657e+19	0.011776650791086373	0.002743634497014613
-773	GBM_grid_1_AutoML_20190416_022142_model_19	supply_area	5.651336011062612e+20	1.0	0.26566206432280287
-774	GBM_grid_1_AutoML_20190416_022142_model_19	city	2.964809003003103e+20	0.5246209033048868	0.1393718721588698
-775	GBM_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.9075316399513744e+20	0.33753640488149	0.08967061810491403
-776	GBM_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	1.666038600385723e+20	0.29480437849110663	0.0783183397613483
-777	GBM_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	1.635382984750305e+20	0.28937988849875634	0.07687725855208213
-778	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	1.579901979856449e+20	0.2795625630406256	0.07426916760474632
-779	GBM_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	1.3877055881025998e+20	0.24555354439837523	0.06523426150665339
-780	GBM_grid_1_AutoML_20190416_022142_model_19	room_count	1.0869348860119168e+20	0.19233237660691532	0.05109541620550388
-781	GBM_grid_1_AutoML_20190416_022142_model_19	floor	8.141844900871982e+19	0.1440693826191567	0.03827376959231691
-782	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	6.329741986157612e+19	0.11200434682643194	0.02975530599103709
-783	GBM_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.9007422397120774e+19	0.06902336424654791	0.018336889432242664
-784	GBM_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	3.6764453860829823e+19	0.06505444692876625	0.017282498664474264
-785	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	3.238772248214189e+19	0.05730985101353419	0.01522505332628777
-786	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_district	2.576568060739584e+19	0.045592193698904056	0.012112116295055939
-787	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	2.5127526257657905e+19	0.044462983989043005	0.011812128112480896
-788	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	1.819712524739045e+19	0.03219968731600667	0.008554235402919103
-789	GBM_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.0002971960436326e+19	0.017700189726562524	0.0047022689416638674
-790	GBM_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	7.33212077761495e+18	0.012974137023992497	0.003446736024600753
-791	GBM_grid_1_AutoML_20190416_030706_model_31	supply_area	7.61508031492543e+20	1.0	0.2860760827398897
-792	GBM_grid_1_AutoML_20190416_030706_model_31	city	4.961392992398753e+20	0.6515220834473021	0.18638488545113574
-793	GBM_grid_1_AutoML_20190416_030706_model_31	exclusive_use_area	4.604424667715695e+20	0.6046455818320261	0.17297463949648748
-794	GBM_grid_1_AutoML_20190416_030706_model_31	total_parking_capacity_in_site	1.671580138989714e+20	0.2195091935817729	0.06279633022526573
-795	GBM_grid_1_AutoML_20190416_030706_model_31	apartment_building_count_in_sites	1.6589827264070287e+20	0.2178549217866357	0.06232308263032581
-796	GBM_grid_1_AutoML_20190416_030706_model_31	floor	1.1556442472409412e+20	0.15175732880661782	0.043414142152066654
-797	GBM_grid_1_AutoML_20190416_030706_model_31	heat_type_district	1.1486290112120095e+20	0.15083609938567763	0.04315060044801935
-798	GBM_grid_1_AutoML_20190416_030706_model_31	total_household_count_of_area_type	9.78903998301995e+19	0.1285480858794568	0.03677453285210593
-799	GBM_grid_1_AutoML_20190416_030706_model_31	total_household_count_in_sites	9.74305928635566e+19	0.12794427482608986	0.03660179695124367
-800	GBM_grid_1_AutoML_20190416_030706_model_31	heat_fuel_cogeneration	4.917071414800312e+19	0.06457018457392937	0.01847198546470137
-801	GBM_grid_1_AutoML_20190416_030706_model_31	bathroom_count	4.230269832798405e+19	0.05555121755586933	0.01589187470981449
-802	GBM_grid_1_AutoML_20190416_030706_model_31	heat_type_individual	4.0846557904715645e+19	0.05363903756163553	0.0153448457475705
-803	GBM_grid_1_AutoML_20190416_030706_model_31	room_count	2.2374529461613756e+19	0.02938186931234337	0.00840545007645057
-804	GBM_grid_1_AutoML_20190416_030706_model_31	front_door_structure_stairway	1.1914736808115569e+19	0.015646239192990366	0.004476014817942018
-805	GBM_grid_1_AutoML_20190416_030706_model_31	heat_type_central	9.34168608507324e+18	0.012267350702478728	0.003509395634561549
-806	GBM_grid_1_AutoML_20190416_030706_model_31	front_door_structure_corridor	4.843962797597393e+18	0.006361013406652202	0.0018197337976309832
-807	GBM_grid_1_AutoML_20190416_030706_model_31	front_door_structure_mixed	4.2180765237242757e+18	0.005539109699810935	0.001584606804788439
-808	GBM_grid_1_AutoML_20190416_030706_model_31	heat_fuel_gas	0.0	0.0	0.0
-809	XGBoost_grid_1_AutoML_20190416_030706_model_13	supply_area	9.588503487706164e+20	1.0	0.2673634434869464
-810	XGBoost_grid_1_AutoML_20190416_030706_model_13	exclusive_use_area	7.123538452033286e+20	0.7429249476903964	0.1986309722668639
-811	XGBoost_grid_1_AutoML_20190416_030706_model_13	city	6.404171446678979e+20	0.6679010394990255	0.17857232182897045
-812	XGBoost_grid_1_AutoML_20190416_030706_model_13	total_parking_capacity_in_site	2.4842780893561592e+20	0.25908924083318735	0.06927099159957972
-813	XGBoost_grid_1_AutoML_20190416_030706_model_13	apartment_building_count_in_sites	1.7419034953273836e+20	0.18166583529544036	0.04857080328852138
-814	XGBoost_grid_1_AutoML_20190416_030706_model_13	total_household_count_in_sites	1.5931571642753352e+20	0.16615284818094825	0.044423197634822144
-815	XGBoost_grid_1_AutoML_20190416_030706_model_13	heat_fuel_cogeneration	1.3868107615594506e+20	0.1446326596572177	0.03866948592662928
-816	XGBoost_grid_1_AutoML_20190416_030706_model_13	total_household_count_of_area_type	1.1724804090900985e+20	0.12227981254774391	0.03269315175170313
-817	XGBoost_grid_1_AutoML_20190416_030706_model_13	floor	1.0808132450731111e+20	0.11271970088542686	0.030137127377546327
-818	XGBoost_grid_1_AutoML_20190416_030706_model_13	heat_type_district	8.831037260957326e+19	0.09210026645221521	0.024624244384729547
-819	XGBoost_grid_1_AutoML_20190416_030706_model_13	bathroom_count	7.228942386562125e+19	0.07539176885976696	0.020157002932919228
-820	XGBoost_grid_1_AutoML_20190416_030706_model_13	heat_type_individual	6.213484904292391e+19	0.06480140422599803	0.017325526576652393
-821	XGBoost_grid_1_AutoML_20190416_030706_model_13	room_count	4.639398549298505e+19	0.048385011855571404	0.012936383382862297
-822	XGBoost_grid_1_AutoML_20190416_030706_model_13	front_door_structure_stairway	2.460702624916177e+19	0.02566305188365578	0.006861361921998375
-823	XGBoost_grid_1_AutoML_20190416_030706_model_13	front_door_structure_corridor	1.4217314267794768e+19	0.014827459035733159	0.0039643205059552555
-824	XGBoost_grid_1_AutoML_20190416_030706_model_13	heat_fuel_gas	1.0112306297190744e+19	0.01054628212854714	0.002819690305873206
-825	XGBoost_grid_1_AutoML_20190416_030706_model_13	heat_type_central	5.989197066658644e+18	0.006246227134753252	0.0016700127955492322
-826	XGBoost_grid_1_AutoML_20190416_030706_model_13	front_door_structure_mixed	4.69794050660316e+18	0.0048995555068907185	0.0013099620318777335
-827	XGBoost_2_AutoML_20190416_015849	supply_area	8.073467240310825e+20	1.0	0.29477427704454456
-828	XGBoost_2_AutoML_20190416_015849	city	4.3536174452488274e+20	0.5392500292205576	0.1589570375097394
-829	XGBoost_2_AutoML_20190416_015849	exclusive_use_area	4.014123790807408e+20	0.49719948955324755	0.1465616200799751
-830	XGBoost_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.69564026815522e+20	0.2100262771475541	0.06191034400652741
-831	XGBoost_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.685651952684782e+20	0.20878909921976535	0.061545655777288016
-832	XGBoost_2_AutoML_20190416_015849	total_household_count_in_sites	1.3611887981169213e+20	0.16860027514826656	0.049699024216341564
-833	XGBoost_2_AutoML_20190416_015849	heat_fuel_cogeneration	1.2339958856409101e+20	0.1528458404438143	0.045055022116091165
-834	XGBoost_2_AutoML_20190416_015849	floor	9.686937574046066e+19	0.11998485019768437	0.03536844747332039
-835	XGBoost_2_AutoML_20190416_015849	total_household_count_of_area_type	9.132508395935367e+19	0.11311755066443757	0.033344144218159226
-836	XGBoost_2_AutoML_20190416_015849	bathroom_count	8.644275095472597e+19	0.10707016995513065	0.03156153194156015
-837	XGBoost_2_AutoML_20190416_015849	heat_type_individual	7.938234698812516e+19	0.09832497565825135	0.028983673615083482
-838	XGBoost_2_AutoML_20190416_015849	heat_fuel_gas	5.523275715853681e+19	0.06841268505154716	0.020166299776745934
-839	XGBoost_2_AutoML_20190416_015849	heat_type_district	2.6466043126010085e+19	0.032781508041384154	0.009663145333328937
-840	XGBoost_2_AutoML_20190416_015849	room_count	2.465033821120312e+19	0.0305325301725682	0.009000204507959535
-841	XGBoost_2_AutoML_20190416_015849	front_door_structure_stairway	1.7538176933748015e+19	0.021723227966021698	0.006403448818757878
-842	XGBoost_2_AutoML_20190416_015849	front_door_structure_corridor	1.0135457614025196e+19	0.012554033245368051	0.0037006060738965446
-843	XGBoost_2_AutoML_20190416_015849	heat_type_central	5.893668747658396e+18	0.007300046649389131	0.002151865973465131
-844	XGBoost_2_AutoML_20190416_015849	front_door_structure_mixed	3.1596948771643064e+18	0.00391367770886336	0.0011536515172155465
-845	XGBoost_grid_1_AutoML_20190416_030706_model_12	supply_area	7.305889200945517e+20	1.0	0.2567611204233751
-846	XGBoost_grid_1_AutoML_20190416_030706_model_12	exclusive_use_area	5.154258239066011e+20	0.7054936226515665	0.181143333003562
-847	XGBoost_grid_1_AutoML_20190416_030706_model_12	city	4.733892249847249e+20	0.6479556587355029	0.16636982092159378
-848	XGBoost_grid_1_AutoML_20190416_030706_model_12	total_parking_capacity_in_site	1.8181805751880647e+20	0.2488650628526858	0.06389887237228928
-849	XGBoost_grid_1_AutoML_20190416_030706_model_12	apartment_building_count_in_sites	1.8034998959339995e+20	0.24685563198803964	0.06338292865206942
-850	XGBoost_grid_1_AutoML_20190416_030706_model_12	total_household_count_in_sites	1.448584755284185e+20	0.1982763104451011	0.05090964762329711
-851	XGBoost_grid_1_AutoML_20190416_030706_model_12	total_household_count_of_area_type	1.0447611384076383e+20	0.1430025982699583	0.03671750735524829
-852	XGBoost_grid_1_AutoML_20190416_030706_model_12	floor	9.953469747930595e+19	0.1362389912324763	0.03498087603420099
-853	XGBoost_grid_1_AutoML_20190416_030706_model_12	heat_fuel_cogeneration	9.368447758288657e+19	0.12823145137591474	0.03292485112879542
-854	XGBoost_grid_1_AutoML_20190416_030706_model_12	bathroom_count	7.115052773133831e+19	0.09738790963614685	0.025005428793867475
-855	XGBoost_grid_1_AutoML_20190416_030706_model_12	heat_type_individual	6.048689661716673e+19	0.08279197090661956	0.021257759212043113
-856	XGBoost_grid_1_AutoML_20190416_030706_model_12	heat_fuel_gas	5.999370407945804e+19	0.08211690928969159	0.021084429634925874
-857	XGBoost_grid_1_AutoML_20190416_030706_model_12	room_count	4.005040153504304e+19	0.05481933880116849	0.014075474851456622
-858	XGBoost_grid_1_AutoML_20190416_030706_model_12	heat_type_district	3.2974415289653395e+19	0.04513402049046391	0.011588661670343083
-859	XGBoost_grid_1_AutoML_20190416_030706_model_12	front_door_structure_stairway	2.6054652054384673e+19	0.03566253379672486	0.009156752134783558
-860	XGBoost_grid_1_AutoML_20190416_030706_model_12	front_door_structure_corridor	1.6169592820422672e+19	0.02213227216521437	0.005682706998655519
-861	XGBoost_grid_1_AutoML_20190416_030706_model_12	heat_type_central	9.523867465214329e+18	0.013035877226254355	0.003347106442314627
-862	XGBoost_grid_1_AutoML_20190416_030706_model_12	front_door_structure_mixed	4.873386828268306e+18	0.006670491016531705	0.0017127227471787389
-863	XGBoost_2_AutoML_20190416_023844	supply_area	7.104745775213199e+20	1.0	0.26415482539402296
-864	XGBoost_2_AutoML_20190416_023844	exclusive_use_area	4.794110302677285e+20	0.674775770218664	0.17824527576222854
-865	XGBoost_2_AutoML_20190416_023844	city	4.671121570822168e+20	0.6574649844782092	0.17367254817752537
-866	XGBoost_2_AutoML_20190416_023844	total_parking_capacity_in_site	1.6745706346954044e+20	0.23569747429071858	0.062260625167076984
-867	XGBoost_2_AutoML_20190416_023844	apartment_building_count_in_sites	1.6488556085887002e+20	0.23207805891396888	0.06130453913020322
-868	XGBoost_2_AutoML_20190416_023844	total_household_count_in_sites	1.3478111720831661e+20	0.1897057565079056	0.05011169098658684
-869	XGBoost_2_AutoML_20190416_023844	heat_fuel_cogeneration	1.334895077050286e+20	0.1878878033479289	0.049631469887038676
-870	XGBoost_2_AutoML_20190416_023844	floor	9.203976651740807e+19	0.12954688236490228	0.03422043409144079
-871	XGBoost_2_AutoML_20190416_023844	total_household_count_of_area_type	8.411285063109653e+19	0.11838966979585203	0.03127320255337933
-872	XGBoost_2_AutoML_20190416_023844	bathroom_count	7.665924371421698e+19	0.10789864428599713	0.028501947541619364
-873	XGBoost_2_AutoML_20190416_023844	room_count	4.028551670348015e+19	0.05670226349833223	0.014978176513847833
-874	XGBoost_2_AutoML_20190416_023844	heat_type_district	3.6789727235105882e+19	0.051781905220953384	0.013678440132210787
-875	XGBoost_2_AutoML_20190416_023844	heat_fuel_gas	3.641294878952286e+19	0.051251585829515736	0.013538353705962512
-876	XGBoost_2_AutoML_20190416_023844	heat_type_individual	3.1128803658570924e+19	0.043814099256263415	0.011573705738834653
-877	XGBoost_2_AutoML_20190416_023844	front_door_structure_stairway	1.670578835740531e+19	0.023513562463681546	0.006211220986985251
-878	XGBoost_2_AutoML_20190416_023844	front_door_structure_corridor	8.777727329733444e+18	0.012354738096832244	0.003263563684757605
-879	XGBoost_2_AutoML_20190416_023844	front_door_structure_mixed	5.142121213992108e+18	0.007237586504406351	0.0019118433993455964
-880	XGBoost_2_AutoML_20190416_023844	heat_type_central	3.9487225631982223e+18	0.005557866091386964	0.0014681371469336842
-881	XGBoost_2_AutoML_20190416_022142	exclusive_use_area	6.126620231143669e+20	1.0	0.2205661368815176
-882	XGBoost_2_AutoML_20190416_022142	supply_area	6.00999529666826e+20	0.9809642298566891	0.21636749059844296
-883	XGBoost_2_AutoML_20190416_022142	city	4.693090340910714e+20	0.7660161987932855	0.16895723375649963
-884	XGBoost_2_AutoML_20190416_022142	total_parking_capacity_in_site	1.906948810827723e+20	0.3112562455126664	0.06865258765297402
-885	XGBoost_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.7237249617221072e+20	0.28135005870934093	0.062056295560907505
-886	XGBoost_2_AutoML_20190416_022142	total_household_count_in_sites	1.1692380812411824e+20	0.19084552936667307	0.04209406115351529
-887	XGBoost_2_AutoML_20190416_022142	total_household_count_of_area_type	1.1054284956692487e+20	0.18043039293507768	0.03979683474570435
-888	XGBoost_2_AutoML_20190416_022142	floor	9.741220023304716e+19	0.1589982674915416	0.035069633631463516
-889	XGBoost_2_AutoML_20190416_022142	room_count	8.486847020607629e+19	0.13852412423845262	0.03055373094817089
-890	XGBoost_2_AutoML_20190416_022142	heat_fuel_gas	6.697488603425433e+19	0.1093178351316742	0.024111812587244024
-891	XGBoost_2_AutoML_20190416_022142	heat_fuel_cogeneration	6.515805741856378e+19	0.10635236877804745	0.023457731129572452
-892	XGBoost_2_AutoML_20190416_022142	bathroom_count	5.100690296443555e+19	0.08325455314685629	0.018363135165399082
-893	XGBoost_2_AutoML_20190416_022142	heat_type_district	4.7125921587502514e+19	0.07691993270277407	0.016965932405437187
-894	XGBoost_2_AutoML_20190416_022142	heat_type_individual	4.491416158925436e+19	0.07330985093696617	0.016169670616526532
-895	XGBoost_2_AutoML_20190416_022142	front_door_structure_stairway	2.2488594996902494e+19	0.036706363620492434	0.008096180822740292
-896	XGBoost_2_AutoML_20190416_022142	front_door_structure_corridor	1.380440806914628e+19	0.022531848798092356	0.004969762846193697
-897	XGBoost_2_AutoML_20190416_022142	heat_type_central	6.477685343867896e+18	0.010573015952481672	0.0023320492838255413
-898	XGBoost_2_AutoML_20190416_022142	front_door_structure_mixed	3.9435276456348877e+18	0.00643670979570206	0.0014197202138654258
-899	GBM_grid_1_AutoML_20190416_022142_model_22	supply_area	6.650399423118484e+20	1.0	0.3203301669042589
-900	GBM_grid_1_AutoML_20190416_022142_model_22	city	3.9383070984555096e+20	0.5921910622037151	0.18969666179492645
-901	GBM_grid_1_AutoML_20190416_022142_model_22	exclusive_use_area	2.849441382064288e+20	0.428461690911211	0.1372492049616692
-902	GBM_grid_1_AutoML_20190416_022142_model_22	apartment_building_count_in_sites	1.2268698188398985e+20	0.18448062150597844	0.05909470827761149
-903	GBM_grid_1_AutoML_20190416_022142_model_22	total_parking_capacity_in_site	1.1706688537321747e+20	0.17602985614106595	0.05638767319780034
-904	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_in_sites	7.646634539423996e+19	0.11498007943466289	0.03683158803597051
-905	GBM_grid_1_AutoML_20190416_022142_model_22	floor	7.42405996080865e+19	0.11163329431012405	0.03575951179843429
-906	GBM_grid_1_AutoML_20190416_022142_model_22	total_household_count_of_area_type	6.525620422450558e+19	0.09812373674528235	0.03143199296888586
-907	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_district	6.0533674239858835e+19	0.09102261441535127	0.029157289267731475
-908	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_cogeneration	5.6900465609221865e+19	0.08555947092654516	0.0274072796021403
-909	GBM_grid_1_AutoML_20190416_022142_model_22	bathroom_count	4.163863288722594e+19	0.06261072491748305	0.02005610396281399
-910	GBM_grid_1_AutoML_20190416_022142_model_22	heat_fuel_gas	3.657458139685244e+19	0.05499606725832116	0.017616899403935866
-911	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_individual	3.161293622046674e+19	0.04753539480737369	0.015227020952505858
-912	GBM_grid_1_AutoML_20190416_022142_model_22	room_count	1.6876808595012846e+19	0.025377135298587865	0.008129061985748611
-913	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_corridor	1.433670693692008e+19	0.021557662968455744	0.006905569776751191
-914	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_stairway	1.2200488885058273e+19	0.01834549793001344	0.005876616413862942
-915	GBM_grid_1_AutoML_20190416_022142_model_22	heat_type_central	3.632723196253307e+18	0.005462413556131734	0.0017497758461357646
-916	GBM_grid_1_AutoML_20190416_022142_model_22	front_door_structure_mixed	2.2689259442384404e+18	0.003411713793236351	0.0010928748488169627
-917	XGBoost_1_AutoML_20190416_023844	supply_area	7.461547677816277e+20	1.0	0.2714688825690102
-918	XGBoost_1_AutoML_20190416_023844	exclusive_use_area	4.737276634598474e+20	0.6348919606427955	0.17235341110774768
-919	XGBoost_1_AutoML_20190416_023844	city	3.7797916505711365e+20	0.50656938932505	0.13751782606373722
-920	XGBoost_1_AutoML_20190416_023844	apartment_building_count_in_sites	1.8937710320274322e+20	0.2538040516256099	0.0688999022862917
-921	XGBoost_1_AutoML_20190416_023844	total_parking_capacity_in_site	1.698735965133456e+20	0.22766536360598771	0.06180406185778489
-922	XGBoost_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.6245785677692666e+20	0.21772675561656687	0.05910603905260538
-923	XGBoost_1_AutoML_20190416_023844	total_household_count_in_sites	1.495669361622762e+20	0.20045028541055843	0.05441601499104346
-924	XGBoost_1_AutoML_20190416_023844	total_household_count_of_area_type	1.0609785830736134e+20	0.14219283034644137	0.038600928763473284
-925	XGBoost_1_AutoML_20190416_023844	floor	9.06371503201798e+19	0.1214723194621548	0.032975954827456994
-926	XGBoost_1_AutoML_20190416_023844	heat_type_individual	6.467977425852773e+19	0.08668412647261559	0.02353204294999171
-927	XGBoost_1_AutoML_20190416_023844	bathroom_count	5.895689100274434e+19	0.07901429240749537	0.021449921666843796
-928	XGBoost_1_AutoML_20190416_023844	room_count	4.859895930546658e+19	0.06513254542345794	0.017681459324981427
-929	XGBoost_1_AutoML_20190416_023844	heat_type_district	4.101854351353237e+19	0.05497323783842255	0.014923523447197
-930	XGBoost_1_AutoML_20190416_023844	front_door_structure_corridor	1.9413397313454866e+19	0.02601792302577159	0.007063056490572735
-931	XGBoost_1_AutoML_20190416_023844	front_door_structure_stairway	1.599893762067556e+19	0.02144184867737502	0.005820794700660806
-932	XGBoost_1_AutoML_20190416_023844	heat_fuel_gas	1.5301500902502826e+19	0.020507140828162632	0.005567050605306637
-933	XGBoost_1_AutoML_20190416_023844	heat_type_central	1.0591622998156902e+19	0.014194941124140461	0.0038534848051033003
-934	XGBoost_1_AutoML_20190416_023844	front_door_structure_mixed	8.151320162226668e+18	0.0109244362084037	0.002965644490191787
-935	GBM_1_AutoML_20190416_023844	supply_area	5.924990557389083e+20	1.0	0.3076371908162887
-936	GBM_1_AutoML_20190416_023844	city	3.554175734832431e+20	0.5998618395096009	0.18453981118462504
-937	GBM_1_AutoML_20190416_023844	exclusive_use_area	2.4032229717658147e+20	0.4056078990317958	0.12478007463103852
-938	GBM_1_AutoML_20190416_023844	total_parking_capacity_in_site	1.2974027860742871e+20	0.21897128333078777	0.06736371047332118
-939	GBM_1_AutoML_20190416_023844	apartment_building_count_in_sites	1.0622005363162585e+20	0.17927463782901448	0.05515154596632558
-940	GBM_1_AutoML_20190416_023844	heat_fuel_gas	9.613535057385043e+19	0.16225401482532253	0.049915369319526684
-941	GBM_1_AutoML_20190416_023844	total_household_count_in_sites	7.640059459889896e+19	0.12894635672223886	0.03966869494802463
-942	GBM_1_AutoML_20190416_023844	floor	7.331539135963857e+19	0.12373925434903285	0.038066796601638704
-943	GBM_1_AutoML_20190416_023844	room_count	6.249225629264878e+19	0.10547233060939548	0.032447211497521285
-944	GBM_1_AutoML_20190416_023844	total_household_count_of_area_type	4.684853239600067e+19	0.07906937900107816	0.02432468163548013
-945	GBM_1_AutoML_20190416_023844	heat_type_district	4.674927728233808e+19	0.07890185955492678	0.024273146423659023
-946	GBM_1_AutoML_20190416_023844	bathroom_count	2.991122427318108e+19	0.0504831593965642	0.015530497340289938
-947	GBM_1_AutoML_20190416_023844	heat_type_individual	1.8237211242315907e+19	0.030780152416567477	0.009469119622330019
-948	GBM_1_AutoML_20190416_023844	front_door_structure_stairway	1.7552876304699752e+19	0.029625154900558413	0.009113799431105199
-949	GBM_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.2321314217834578e+19	0.020795500175892448	0.006397469255731191
-950	GBM_1_AutoML_20190416_023844	front_door_structure_mixed	8.211661910114828e+18	0.013859367083503663	0.004263656756060807
-951	GBM_1_AutoML_20190416_023844	heat_type_central	7.787388410502578e+18	0.013143292525235994	0.004043365590540326
-952	GBM_1_AutoML_20190416_023844	front_door_structure_corridor	5.804591813134123e+18	0.009796795044500433	0.0030138585064930514
-953	XGBoost_grid_1_AutoML_20190416_023844_model_11	supply_area	7.98263667270118e+20	1.0	0.28655896198163794
-954	XGBoost_grid_1_AutoML_20190416_023844_model_11	city	3.659701055444977e+20	0.45845767576524316	0.1313751556798024
-955	XGBoost_grid_1_AutoML_20190416_023844_model_11	exclusive_use_area	3.6146822995135955e+20	0.45281809102937065	0.12975908213188328
-956	XGBoost_grid_1_AutoML_20190416_023844_model_11	apartment_building_count_in_sites	2.1641400616882484e+20	0.27110592031441444	0.07768783111237525
-957	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_household_count_in_sites	1.758872390220246e+20	0.22033727229941372	0.0631396200359855
-958	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_parking_capacity_in_site	1.7346627274733624e+20	0.21730448203981503	0.06227054680728687
-959	XGBoost_grid_1_AutoML_20190416_023844_model_11	total_household_count_of_area_type	1.1800909646947733e+20	0.1478322280068713	0.04236264980508186
-960	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_fuel_cogeneration	1.015469884760895e+20	0.12720983384269177	0.03645311793981839
-961	XGBoost_grid_1_AutoML_20190416_023844_model_11	floor	9.62649785967187e+19	0.1205929601254724	0.034556993475848424
-962	XGBoost_grid_1_AutoML_20190416_023844_model_11	bathroom_count	8.428593135349452e+19	0.10558658098737404	0.030256781046932052
-963	XGBoost_grid_1_AutoML_20190416_023844_model_11	room_count	7.59295550214667e+19	0.09511839024457755	0.0272570271738505
-964	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_fuel_gas	6.400628820214284e+19	0.08018188829892502	0.02297683868066759
-965	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_individual	5.855475562000155e+19	0.0733526502843924	0.021019859324097584
-966	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_district	4.801808731251252e+19	0.060153166530456735	0.017237428960876287
-967	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_stairway	2.614108246442089e+19	0.03274742862069309	0.009384069153113593
-968	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_corridor	1.1792240217665044e+19	0.01477236244258974	0.004233152847565049
-969	XGBoost_grid_1_AutoML_20190416_023844_model_11	heat_type_central	6.274713298357191e+18	0.007860452073204455	0.0022524829868038826
-970	XGBoost_grid_1_AutoML_20190416_023844_model_11	front_door_structure_mixed	3.394083818171269e+18	0.0042518330187546576	0.0012184008563735885
-971	XGBoost_2_AutoML_20190416_023643	supply_area	6.794895306100341e+20	1.0	0.2509505893636111
-972	XGBoost_2_AutoML_20190416_023643	exclusive_use_area	5.687591747281549e+20	0.8370389080425309	0.2100554072935466
-973	XGBoost_2_AutoML_20190416_023643	city	4.2220317639175255e+20	0.6213534681140793	0.15592901902635192
-974	XGBoost_2_AutoML_20190416_023643	total_household_count_in_sites	1.6686624749342478e+20	0.24557589186637666	0.06162741479736165
-975	XGBoost_2_AutoML_20190416_023643	total_parking_capacity_in_site	1.539730926711467e+20	0.22660112589654216	0.056865686094195095
-976	XGBoost_2_AutoML_20190416_023643	apartment_building_count_in_sites	1.527419738995724e+20	0.22478929699246913	0.05641100656289194
-977	XGBoost_2_AutoML_20190416_023643	heat_fuel_cogeneration	1.1068573330197761e+20	0.1628954212180515	0.0408787019593037
-978	XGBoost_2_AutoML_20190416_023643	total_household_count_of_area_type	9.31279223890924e+19	0.13705571343458925	0.034394212062060364
-979	XGBoost_2_AutoML_20190416_023643	floor	8.832022423375813e+19	0.12998025761260182	0.03261862225351642
-980	XGBoost_2_AutoML_20190416_023643	heat_fuel_gas	6.420027283960811e+19	0.09448309348043993	0.02371058799381356
-981	XGBoost_2_AutoML_20190416_023643	heat_type_individual	5.5992528489423045e+19	0.08240381340261992	0.020679285539196502
-982	XGBoost_2_AutoML_20190416_023643	bathroom_count	5.031840197726175e+19	0.07405324101474639	0.018583704476936143
-983	XGBoost_2_AutoML_20190416_023643	heat_type_district	4.423866562561389e+19	0.06510573545687624	0.016338322683854444
-984	XGBoost_2_AutoML_20190416_023643	room_count	2.1285755664394617e+19	0.031326098056705345	0.007861302769792479
-985	XGBoost_2_AutoML_20190416_023643	front_door_structure_stairway	1.8744988801767047e+19	0.027586869197142913	0.006922941083719863
-986	XGBoost_2_AutoML_20190416_023643	front_door_structure_corridor	8.108406773150384e+18	0.01193308565898108	0.0029946148790477574
-987	XGBoost_2_AutoML_20190416_023643	heat_type_central	6.243999540546896e+18	0.009189250546570068	0.0023060478404716444
-988	XGBoost_2_AutoML_20190416_023643	front_door_structure_mixed	2.362525857282523e+18	0.00347691281595095	0.0008725333203287836
-989	GBM_grid_1_AutoML_20190416_023844_model_57	supply_area	9.647043245987563e+20	1.0	0.22944366479783987
-990	GBM_grid_1_AutoML_20190416_023844_model_57	city	7.417932426487519e+20	0.7689332614501149	0.1764268654920699
-991	GBM_grid_1_AutoML_20190416_023844_model_57	exclusive_use_area	7.154219928182189e+20	0.7415971656556843	0.17015477149173094
-992	GBM_grid_1_AutoML_20190416_023844_model_57	apartment_building_count_in_sites	2.7801978341060248e+20	0.288191704257403	0.06612376078915377
-993	GBM_grid_1_AutoML_20190416_023844_model_57	total_parking_capacity_in_site	2.5511354331993578e+20	0.26444739265167455	0.060675778916233554
-994	GBM_grid_1_AutoML_20190416_023844_model_57	total_household_count_in_sites	1.8238436757976226e+20	0.1890572716729764	0.04337799326932854
-995	GBM_grid_1_AutoML_20190416_023844_model_57	bathroom_count	1.6860002779684615e+20	0.17476860370349326	0.04009954892533082
-996	GBM_grid_1_AutoML_20190416_023844_model_57	heat_fuel_gas	1.5288549095332276e+20	0.1584791184769608	0.036362029737284945
-997	GBM_grid_1_AutoML_20190416_023844_model_57	floor	1.4055652633358211e+20	0.14569907353949405	0.03342972939055149
-998	GBM_grid_1_AutoML_20190416_023844_model_57	total_household_count_of_area_type	1.2863981700160632e+20	0.13334636709036285	0.03059547915269092
-999	GBM_grid_1_AutoML_20190416_023844_model_57	room_count	1.2553565818188307e+20	0.13012863628873683	0.029857191205232954
-1000	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_district	1.090536886104511e+20	0.11304364024262993	0.025937147099357585
-1001	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_individual	8.23762731700941e+19	0.08539017714506086	0.019592235181899512
-1002	GBM_grid_1_AutoML_20190416_023844_model_57	heat_fuel_cogeneration	7.89923458157065e+19	0.08188244190629218	0.0187874075535759
-1003	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_stairway	3.915452825682418e+19	0.04058707653571418	0.009312447583784677
-1004	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_corridor	2.7557517323787043e+19	0.028565765303528494	0.0065542338789965566
-1005	GBM_grid_1_AutoML_20190416_023844_model_57	heat_type_central	9.073929714942345e+18	0.009405917941454664	0.0021581282832751117
-1006	GBM_grid_1_AutoML_20190416_023844_model_57	front_door_structure_mixed	4.673709469350232e+18	0.004844706663146908	0.0011115872516629405
-1007	GBM_1_AutoML_20190416_021340	supply_area	4.6325499992323444e+20	1.0	0.24196870679539226
-1008	GBM_1_AutoML_20190416_021340	city	3.179318268004527e+20	0.6862998280712284	0.16606308187229515
-1009	GBM_1_AutoML_20190416_021340	exclusive_use_area	2.9590672653219267e+20	0.6387556023814683	0.15455886706655567
-1010	GBM_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.5552764378314755e+20	0.3357279334468487	0.08123565389122349
-1011	GBM_1_AutoML_20190416_021340	total_household_count_in_sites	1.1154557778317751e+20	0.24078655988961076	0.05826281251020038
-1012	GBM_1_AutoML_20190416_021340	total_parking_capacity_in_site	8.885751598383366e+19	0.1918112400266768	0.046412317698075564
-1013	GBM_1_AutoML_20190416_021340	floor	8.69748969903835e+19	0.1877473465041846	0.045428982637883954
-1014	GBM_1_AutoML_20190416_021340	room_count	6.7733122446908195e+19	0.14621131441243415	0.03537856266723119
-1015	GBM_1_AutoML_20190416_021340	bathroom_count	5.565279259057979e+19	0.1201342513298334	0.029068729436112415
-1016	GBM_1_AutoML_20190416_021340	heat_fuel_gas	5.484702209123392e+19	0.11839488424371582	0.028647857031642077
-1017	GBM_1_AutoML_20190416_021340	total_household_count_of_area_type	5.001941397934388e+19	0.10797382432490216	0.026126286639649443
-1018	GBM_1_AutoML_20190416_021340	heat_fuel_cogeneration	4.792292678015176e+19	0.10344826669564931	0.02503124331257111
-1019	GBM_1_AutoML_20190416_021340	heat_type_individual	3.776785937624518e+19	0.08152714894065613	0.019727018797885895
-1020	GBM_1_AutoML_20190416_021340	heat_type_district	3.6573462094015365e+19	0.07894887718443605	0.019103157715266238
-1021	GBM_1_AutoML_20190416_021340	heat_type_central	1.493213426480264e+19	0.03223307739209945	0.007799396052602098
-1022	GBM_1_AutoML_20190416_021340	front_door_structure_stairway	1.2930086318343455e+19	0.027911379953775108	0.006753680512289798
-1023	GBM_1_AutoML_20190416_021340	front_door_structure_mixed	8.853048824038425e+18	0.01911053054042688	0.0046241503610409415
-1024	GBM_1_AutoML_20190416_021340	front_door_structure_corridor	7.293371239073055e+18	0.015743750721053485	0.003809495002082336
-1025	XGBoost_grid_1_AutoML_20190416_023844_model_9	supply_area	9.94349832095876e+20	1.0	0.24509160156486368
-1026	XGBoost_grid_1_AutoML_20190416_023844_model_9	city	7.659812318224287e+20	0.7703337468342552	0.18880233175106984
-1027	XGBoost_grid_1_AutoML_20190416_023844_model_9	exclusive_use_area	7.025293833537082e+20	0.7065213475954706	0.17316244862193964
-1028	XGBoost_grid_1_AutoML_20190416_023844_model_9	apartment_building_count_in_sites	2.6764090381779232e+20	0.2691617126878402	0.06596927524260444
-1029	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_parking_capacity_in_site	2.4573856182375023e+20	0.2471349155918155	0.06057069226499546
-1030	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_household_count_in_sites	1.8158420458971804e+20	0.1826160157406348	0.044757651769266535
-1031	XGBoost_grid_1_AutoML_20190416_023844_model_9	bathroom_count	1.3797606930021509e+20	0.13876008709066823	0.034008931978331845
-1032	XGBoost_grid_1_AutoML_20190416_023844_model_9	floor	1.25669904153588e+20	0.1263839949454236	0.03097565573333951
-1033	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_fuel_cogeneration	1.2544343994263824e+20	0.1261562439028429	0.030919835865555342
-1034	XGBoost_grid_1_AutoML_20190416_023844_model_9	room_count	9.639165992842455e+19	0.09693938372298169	0.023759028811376464
-1035	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_fuel_gas	9.18074001280404e+19	0.09232907490367863	0.022629080839144857
-1036	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_district	8.586015932558606e+19	0.08634804025119738	0.021163179477153283
-1037	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_individual	8.487524319770339e+19	0.08535752756029998	0.02092041313537091
-1038	XGBoost_grid_1_AutoML_20190416_023844_model_9	total_household_count_of_area_type	6.220351574310178e+19	0.06255697314494449	0.015332188737144613
-1039	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_stairway	4.505863741714412e+19	0.04531467292770613	0.011106245762239465
-1040	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_mixed	1.6389524832791822e+19	0.016482654598780615	0.004039760213655606
-1041	XGBoost_grid_1_AutoML_20190416_023844_model_9	front_door_structure_corridor	1.4450418429464674e+19	0.014532529662127357	0.003561800969679681
-1042	XGBoost_grid_1_AutoML_20190416_023844_model_9	heat_type_central	1.310378606578788e+19	0.013178245364780634	0.003229877262268827
-1043	XGBoost_grid_1_AutoML_20190416_023844_model_4	supply_area	6.946729945412487e+20	1.0	0.2506403085918495
-1044	XGBoost_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	5.1384228087199905e+20	0.7396894436803788	0.1853959904261836
-1045	XGBoost_grid_1_AutoML_20190416_023844_model_4	city	4.446516853937296e+20	0.6400877663127968	0.16043179527450702
-1046	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	1.9942607653066244e+20	0.2870790689975797	0.07195358644381422
-1047	XGBoost_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	1.9115241865741546e+20	0.27516892143424915	0.0689684233831666
-1048	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	1.3221372237308756e+20	0.19032512190919335	0.047703147288101586
-1049	XGBoost_grid_1_AutoML_20190416_023844_model_4	floor	1.2096392401796255e+20	0.1741307420448167	0.0436441829214406
-1050	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	1.1779892262280469e+20	0.16957463950444376	0.042502239974745414
-1051	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_district	6.541682528113761e+19	0.09416923616605806	0.02360260641251954
-1052	XGBoost_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	6.26178601029594e+19	0.09014005236278295	0.02259273054069339
-1053	XGBoost_grid_1_AutoML_20190416_023844_model_4	bathroom_count	5.865670673617545e+19	0.08443786817265213	0.021163533335631434
-1054	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	5.557600269849592e+19	0.08000311388986332	0.02005200515366422
-1055	XGBoost_grid_1_AutoML_20190416_023844_model_4	room_count	4.873307333577618e+19	0.07015253755179982	0.017583053660484415
-1056	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	1.9851497721542214e+19	0.02857675176311098	0.007162485880458814
-1057	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	1.8602859331690955e+19	0.026779304043589598	0.006711973029360259
-1058	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	1.6230173712089874e+19	0.023363760848092316	0.005855900228832029
-1059	XGBoost_grid_1_AutoML_20190416_023844_model_4	heat_type_central	7.097743931235893e+18	0.010217388594360334	0.0025608894302933173
-1060	XGBoost_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	4.088510348385059e+18	0.005885517906284881	0.0014751480242540984
-1061	GBM_grid_1_AutoML_20190416_030706_model_1	supply_area	5.34992113589554e+21	1.0	0.30231086992185296
-1062	GBM_grid_1_AutoML_20190416_030706_model_1	city	2.996669859304424e+21	0.5601334642483102	0.16933443484924782
-1063	GBM_grid_1_AutoML_20190416_030706_model_1	exclusive_use_area	2.4390454124424777e+21	0.455903059220367	0.1378244504329432
-1064	GBM_grid_1_AutoML_20190416_030706_model_1	apartment_building_count_in_sites	1.2130165528720604e+21	0.2267354082536414	0.06854457851124482
-1065	GBM_grid_1_AutoML_20190416_030706_model_1	floor	1.0322527598785237e+21	0.19294728532586708	0.058330061675922855
-1066	GBM_grid_1_AutoML_20190416_030706_model_1	total_parking_capacity_in_site	9.453627715740836e+20	0.1767059266035024	0.05342012239185191
-1067	GBM_grid_1_AutoML_20190416_030706_model_1	total_household_count_in_sites	6.775636788193798e+20	0.12664928353302918	0.03828745507984946
-1068	GBM_grid_1_AutoML_20190416_030706_model_1	total_household_count_of_area_type	6.357623929780337e+20	0.11883584389914777	0.03592536734704889
-1069	GBM_grid_1_AutoML_20190416_030706_model_1	heat_fuel_gas	4.0250647231521515e+20	0.07523596368824571	0.022744649632002505
-1070	GBM_grid_1_AutoML_20190416_030706_model_1	heat_fuel_cogeneration	3.97490869705208e+20	0.0742984540535046	0.022461230278763802
-1071	GBM_grid_1_AutoML_20190416_030706_model_1	heat_type_district	3.64552280902434e+20	0.0681416177252509	0.02059995173240296
-1072	GBM_grid_1_AutoML_20190416_030706_model_1	room_count	2.8755300662025755e+20	0.05374901784830201	0.016248912343165382
-1073	GBM_grid_1_AutoML_20190416_030706_model_1	bathroom_count	2.6925028977369363e+20	0.05032789884829264	0.01521467088216637
-1074	GBM_grid_1_AutoML_20190416_030706_model_1	heat_type_individual	2.6058495947035378e+20	0.04870818706502925	0.01472501440394534
-1075	GBM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_stairway	1.7862929787639562e+20	0.0333891459965408	0.010093901772162005
-1076	GBM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_mixed	1.062632424483649e+20	0.019862581101502005	0.006004674171688428
-1077	GBM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_corridor	8.751598865264463e+19	0.016358369858099797	0.004945313022305568
-1078	GBM_grid_1_AutoML_20190416_030706_model_1	heat_type_central	5.281315867631341e+19	0.009871763963390246	0.0029843415514357046
-1079	XGBoost_grid_1_AutoML_20190416_015849_model_3	supply_area	7.296843298881478e+20	1.0	0.23413702836448586
-1080	XGBoost_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	6.864965686802692e+20	0.940813089388258	0.22027918099577815
-1081	XGBoost_grid_1_AutoML_20190416_015849_model_3	city	4.9219224601020596e+20	0.6745276359239527	0.1579318962249561
-1082	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.363516704176126e+20	0.3239094780257136	0.07583920264403232
-1083	XGBoost_grid_1_AutoML_20190416_015849_model_3	floor	1.893862863238584e+20	0.25954550285174566	0.06076921276307392
-1084	XGBoost_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	1.748343466872663e+20	0.23960271520983104	0.05609986772729204
-1085	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	1.3508677264474531e+20	0.18513042847645167	0.04334588838332038
-1086	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1561731563143666e+20	0.15844840144663577	0.0370986378638184
-1087	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	1.1517658739055893e+20	0.15784440294642776	0.03695721944984309
-1088	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_district	6.9340797562716684e+19	0.09502848659686282	0.022249687461763833
-1089	XGBoost_grid_1_AutoML_20190416_015849_model_3	room_count	4.599667036921843e+19	0.06303639599368838	0.014759154436769176
-1090	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	3.879753002542485e+19	0.05317029355882161	0.012449134531129854
-1091	XGBoost_grid_1_AutoML_20190416_015849_model_3	bathroom_count	2.719651467103935e+19	0.03727161672117621	0.008726665581436279
-1092	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.7641072530410177e+19	0.02417630721645667	0.0056605687284880385
-1093	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.5488660871294484e+19	0.021226522534297423	0.004969914908692193
-1094	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.289616418560331e+19	0.017673620848593724	0.004138049065930357
-1095	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.1311885577722266e+19	0.015502437306631275	0.0036296946033813906
-1096	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	2.9886966297893274e+18	0.004095876130774879	0.0009589962658086583
-1097	GBM_grid_1_AutoML_20190416_030706_model_45	supply_area	9.98659143620572e+20	1.0	0.23177160169373956
-1098	GBM_grid_1_AutoML_20190416_030706_model_45	exclusive_use_area	6.604977102439244e+20	0.6613845319127947	0.15329015229689263
-1099	GBM_grid_1_AutoML_20190416_030706_model_45	apartment_building_count_in_sites	4.0068170522557206e+20	0.4012196831973393	0.0929913286057021
-1100	GBM_grid_1_AutoML_20190416_030706_model_45	city	3.718175722638011e+20	0.37231679561436887	0.08629246005702294
-1101	GBM_grid_1_AutoML_20190416_030706_model_45	total_parking_capacity_in_site	3.045545526104183e+20	0.30496346481771164	0.07068187069887343
-1102	GBM_grid_1_AutoML_20190416_030706_model_45	total_household_count_of_area_type	2.388391175633628e+20	0.2391597965022055	0.05543044909606498
-1103	GBM_grid_1_AutoML_20190416_030706_model_45	heat_fuel_gas	2.3821983743022727e+20	0.23853968488845673	0.055286724834117534
-1104	GBM_grid_1_AutoML_20190416_030706_model_45	total_household_count_in_sites	2.1624566654056582e+20	0.21653601023126032	0.05018689791567118
-1105	GBM_grid_1_AutoML_20190416_030706_model_45	floor	1.982224543458756e+20	0.19848859905015573	0.04600402051980106
-1106	GBM_grid_1_AutoML_20190416_030706_model_45	bathroom_count	1.782744810760658e+20	0.17851384250059893	0.04137443920086777
-1107	GBM_grid_1_AutoML_20190416_030706_model_45	room_count	1.7464630381063753e+20	0.1748807938386956	0.04053240169346714
-1108	GBM_grid_1_AutoML_20190416_030706_model_45	heat_fuel_cogeneration	1.2066333513111464e+20	0.12082534456517144	0.028003883635067756
-1109	GBM_grid_1_AutoML_20190416_030706_model_45	heat_type_individual	8.908842222175964e+19	0.08920803738778732	0.020675889709322468
-1110	GBM_grid_1_AutoML_20190416_030706_model_45	heat_type_district	5.734596133251763e+19	0.057422957271100215	0.013309010780714064
-1111	GBM_grid_1_AutoML_20190416_030706_model_45	front_door_structure_stairway	2.6783472132949017e+19	0.02681943314096873	0.0062159829756004824
-1112	GBM_grid_1_AutoML_20190416_030706_model_45	heat_type_central	1.8131090778049479e+19	0.018155434608365394	0.004207914158626798
-1113	GBM_grid_1_AutoML_20190416_030706_model_45	front_door_structure_corridor	1.1316502427047297e+19	0.011331696604729491	0.002626365471985665
-1114	GBM_grid_1_AutoML_20190416_030706_model_45	front_door_structure_mixed	4.819860403204915e+18	0.004826331821016361	0.0011186066564624249
-1115	XRT_1_AutoML_20190416_030706	supply_area	1.7165727529326336e+21	1.0	0.2870392534164978
-1116	XRT_1_AutoML_20190416_030706	city	1.0422530028510999e+21	0.6071708880794537	0.1742818784105583
-1117	XRT_1_AutoML_20190416_030706	exclusive_use_area	7.457827282311604e+20	0.43446030875012287	0.12470716266273638
-1118	XRT_1_AutoML_20190416_030706	apartment_building_count_in_sites	3.9277528423600226e+20	0.22881365416349272	0.06567850046258966
-1119	XRT_1_AutoML_20190416_030706	total_parking_capacity_in_site	3.394943229444888e+20	0.19777450292420676	0.05676904566418326
-1120	XRT_1_AutoML_20190416_030706	floor	3.130870795013089e+20	0.182390801069412	0.052353319369000985
-1121	XRT_1_AutoML_20190416_030706	total_household_count_of_area_type	2.094845320468596e+20	0.12203650074776688	0.03502926606420088
-1122	XRT_1_AutoML_20190416_030706	total_household_count_in_sites	2.033943987132595e+20	0.1184886561701365	0.03401089540540008
-1123	XRT_1_AutoML_20190416_030706	room_count	1.9696385657969993e+20	0.11474250435538035	0.03293560278530762
-1124	XRT_1_AutoML_20190416_030706	heat_fuel_cogeneration	1.9223417976947265e+20	0.11198720208103922	0.03214472287754396
-1125	XRT_1_AutoML_20190416_030706	bathroom_count	1.805847221317906e+20	0.1052007389860263	0.03019674157741284
-1126	XRT_1_AutoML_20190416_030706	heat_fuel_gas	1.3998480667541766e+20	0.08154900888195056	0.023407766626330435
-1127	XRT_1_AutoML_20190416_030706	heat_type_individual	7.75097467446273e+19	0.04515377901240003	0.01296090701665283
-1128	XRT_1_AutoML_20190416_030706	heat_type_district	7.431222619356633e+19	0.04329104377697337	0.012426228885363358
-1129	XRT_1_AutoML_20190416_030706	front_door_structure_stairway	6.473389222084687e+19	0.03771112649333036	0.010824573594140656
-1130	XRT_1_AutoML_20190416_030706	front_door_structure_mixed	3.1958127896007016e+19	0.018617403684993247	0.005343925654294016
-1131	XRT_1_AutoML_20190416_030706	front_door_structure_corridor	3.1470092067832594e+19	0.01833309541589096	0.00526231802099076
-1132	XRT_1_AutoML_20190416_030706	heat_type_central	2.7676049075307807e+19	0.016122852368491453	0.0046278915067962
-1133	XGBoost_grid_1_AutoML_20190416_022142_model_20	supply_area	1.1318098258223851e+21	1.0	0.2889449828048675
-1134	XGBoost_grid_1_AutoML_20190416_022142_model_20	city	7.342827865826698e+20	0.648768697558472	0.187458460160369
-1135	XGBoost_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	6.77972873066773e+20	0.599016599431049	0.17308284102243468
-1136	XGBoost_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	2.472549378920347e+20	0.218459790903809	0.06312286052625604
-1137	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	2.0921822153451923e+20	0.18485280544591406	0.05341229069100116
-1138	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	1.4771066146742757e+20	0.13050837525650516	0.03770974024438208
-1139	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	1.4738570740290814e+20	0.130221265128014	0.037626781213242096
-1140	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.2488838888075087e+20	0.11034396948268728	0.03188333636479591
-1141	XGBoost_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	9.925426044157192e+19	0.08769517473437087	0.025339080755692644
-1142	XGBoost_grid_1_AutoML_20190416_022142_model_20	floor	9.555036640740848e+19	0.08442263375649753	0.02439349645911281
-1143	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_district	8.541768945828993e+19	0.07547000168179714	0.0218066783382302
-1144	XGBoost_grid_1_AutoML_20190416_022142_model_20	bathroom_count	7.90726717371853e+19	0.06986392053959264	0.02018682931899323
-1145	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	4.751237353638671e+19	0.041979113851449125	0.012129654329970546
-1146	XGBoost_grid_1_AutoML_20190416_022142_model_20	room_count	3.913408173859406e+19	0.03457655239046791	0.009990721335915352
-1147	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	2.5235535682900853e+19	0.022296621841539892	0.006442497014610378
-1148	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	1.7367726243163668e+19	0.015345092299887123	0.004433887430729991
-1149	XGBoost_grid_1_AutoML_20190416_022142_model_20	heat_type_central	5.412361380890149e+18	0.004782041344231544	0.0013817468539811494
-1150	XGBoost_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	2.562196894008738e+18	0.0022638051336469167	0.0006541151354151792
-1151	XGBoost_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	7.120079828256953e+20	1.0	0.20987652153119812
-1152	XGBoost_grid_1_AutoML_20190416_022142_model_2	supply_area	6.785964808776754e+20	0.9530742593426803	0.20002791031176473
-1153	XGBoost_grid_1_AutoML_20190416_022142_model_2	city	6.137363427317273e+20	0.8619795810378917	0.18090927609915222
-1154	XGBoost_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	2.6682452083221515e+20	0.3747493388673645	0.0786510876875987
-1155	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	1.882952893141279e+20	0.26445671095828704	0.05550325459150676
-1156	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.7545200833928574e+20	0.24641859722271914	0.051717478025701646
-1157	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.3767663270155308e+20	0.19336388920130593	0.04058254045531409
-1158	XGBoost_grid_1_AutoML_20190416_022142_model_2	floor	1.096613139203322e+20	0.15401697251360463	0.032324546447921494
-1159	XGBoost_grid_1_AutoML_20190416_022142_model_2	room_count	1.048029062887249e+20	0.14719344279371852	0.030892447765747042
-1160	XGBoost_grid_1_AutoML_20190416_022142_model_2	bathroom_count	9.471853748248432e+19	0.133030162255459	0.02791990771290662
-1161	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	7.181008517442254e+19	0.10085573042234017	0.02116724987752899
-1162	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	6.8338293646836105e+19	0.09597967339583299	0.020143879990017908
-1163	XGBoost_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.4542783905799864e+19	0.09064896105469705	0.019025088626576866
-1164	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_district	3.4584522525182525e+19	0.048573222996643094	0.010194379082094652
-1165	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	2.1690415525834785e+19	0.030463725195542864	0.006393620676922855
-1166	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	1.987043351079577e+19	0.027907599338897013	0.00585714987353407
-1167	XGBoost_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	1.8482702501984338e+19	0.025958560785559387	0.00544809244162937
-1168	XGBoost_grid_1_AutoML_20190416_022142_model_2	heat_type_central	1.1417722367988728e+19	0.016035947128957777	0.0033655688028838616
-1169	GBM_grid_1_AutoML_20190416_021340_model_7	supply_area	4.767797670010652e+21	1.0	0.2195209083265924
-1170	GBM_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	3.54407451271196e+21	0.7433357617090413	0.16317774160200818
-1171	GBM_grid_1_AutoML_20190416_021340_model_7	city	3.477136948500399e+21	0.729296247273981	0.16009577464075944
-1172	GBM_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.5454510260038087e+21	0.3241435843061595	0.07115629405512552
-1173	GBM_grid_1_AutoML_20190416_021340_model_7	floor	1.3709373848681322e+21	0.2875410157379999	0.06312126495595674
-1174	GBM_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	1.2965857697700124e+21	0.2719464749784811	0.059697937203491105
-1175	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.0389720601538163e+21	0.2179144611544506	0.04783678045012493
-1176	GBM_grid_1_AutoML_20190416_021340_model_7	room_count	8.373571638355076e+20	0.17562766329252325	0.03855394417325163
-1177	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	7.629052029081905e+20	0.1600120759542395	0.03512599625669834
-1178	GBM_grid_1_AutoML_20190416_021340_model_7	bathroom_count	6.330662849136107e+20	0.13277960365130098	0.029147899200778517
-1179	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	5.468365665357896e+20	0.11469374423654348	0.025177674914183896
-1180	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	5.1250840614173934e+20	0.10749374063530559	0.023597123583685417
-1181	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_district	4.303824873712433e+20	0.09026861397209454	0.01981584813253672
-1182	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	3.916003021300957e+20	0.08213442122203579	0.018030222751540245
-1183	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	2.0894997588171398e+20	0.04382526070600793	0.009620561037832579
-1184	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.3256694708058037e+20	0.027804650334560903	0.0061037020971461
-1185	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	1.2768370807837137e+20	0.02678043761829476	0.00587886599135171
-1186	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_central	9.429263945444203e+19	0.019776980060949474	0.004341460626936536
-1187	GBM_4_AutoML_20190416_030706	supply_area	4.697209023507433e+20	1.0	0.2543289655106392
-1188	GBM_4_AutoML_20190416_030706	city	3.6246535505635705e+20	0.7716611145946026	0.1962557729996321
-1189	GBM_4_AutoML_20190416_030706	exclusive_use_area	2.903547557618773e+20	0.6181431448095698	0.15721170655691113
-1190	GBM_4_AutoML_20190416_030706	apartment_building_count_in_sites	1.1776278827266946e+20	0.25070800060912624	0.06376230644015977
-1191	GBM_4_AutoML_20190416_030706	total_household_count_in_sites	8.875994972003133e+19	0.18896316786378345	0.048058807002409304
-1192	GBM_4_AutoML_20190416_030706	room_count	7.96396942816759e+19	0.16954683916154212	0.043120672209553734
-1193	GBM_4_AutoML_20190416_030706	heat_fuel_gas	7.724250384642657e+19	0.1644434034335333	0.04182272068029922
-1194	GBM_4_AutoML_20190416_030706	total_parking_capacity_in_site	7.481010265080935e+19	0.15926500668038873	0.040505704391068306
-1195	GBM_4_AutoML_20190416_030706	floor	6.858590806345777e+19	0.14601417079848042	0.03713563300907131
-1196	GBM_4_AutoML_20190416_030706	bathroom_count	5.0697183733030584e+19	0.10793044013863089	0.027449837187565964
-1197	GBM_4_AutoML_20190416_030706	total_household_count_of_area_type	4.657060664282448e+19	0.09914527203230557	0.02521551447124718
-1198	GBM_4_AutoML_20190416_030706	heat_type_district	4.588778793174303e+19	0.09769160303936901	0.02484580434007874
-1199	GBM_4_AutoML_20190416_030706	heat_fuel_cogeneration	2.4438548082437652e+19	0.052027806214570475	0.013232178132339715
-1200	GBM_4_AutoML_20190416_030706	heat_type_individual	2.091382386606683e+19	0.04452393700472447	0.011323726838872443
-1201	GBM_4_AutoML_20190416_030706	front_door_structure_stairway	1.167284315049322e+19	0.024850593388703494	0.00632022570887449
-1202	GBM_4_AutoML_20190416_030706	front_door_structure_corridor	1.1458251466100179e+19	0.02439374404834179	0.006204035688746079
-1203	GBM_4_AutoML_20190416_030706	heat_type_central	2.9816264951448207e+18	0.006347655555081991	0.001614392670741865
-1204	GBM_4_AutoML_20190416_030706	front_door_structure_mixed	2.9402623179520737e+18	0.00625959437452618	0.00159199616178946
-1205	GBM_4_AutoML_20190416_023643	supply_area	4.553551232268732e+20	1.0	0.24449848047681563
-1206	GBM_4_AutoML_20190416_023643	city	3.2022964777283014e+20	0.703252541672362	0.17194417783035096
-1207	GBM_4_AutoML_20190416_023643	exclusive_use_area	2.4817979429676175e+20	0.5450247106874215	0.13325771358539062
-1208	GBM_4_AutoML_20190416_023643	apartment_building_count_in_sites	1.3854673342721688e+20	0.3042608424945474	0.07439131365851256
-1209	GBM_4_AutoML_20190416_023643	total_parking_capacity_in_site	1.166284353204325e+20	0.2561263272804428	0.06262249783017584
-1210	GBM_4_AutoML_20190416_023643	bathroom_count	1.0588838814813048e+20	0.23254023672282992	0.05685573452845092
-1211	GBM_4_AutoML_20190416_023643	total_household_count_in_sites	9.090409415121777e+19	0.1996334059163013	0.04881006439894701
-1212	GBM_4_AutoML_20190416_023643	room_count	7.47911118859744e+19	0.16424787615425812	0.04015835614126031
-1213	GBM_4_AutoML_20190416_023643	floor	5.980220433827155e+19	0.13133091358341012	0.03211020881077576
-1214	GBM_4_AutoML_20190416_023643	heat_type_individual	5.76537410254112e+19	0.12661269871490208	0.030956612444862426
-1215	GBM_4_AutoML_20190416_023643	total_household_count_of_area_type	5.157039827562424e+19	0.11325314165825283	0.027690221044668364
-1216	GBM_4_AutoML_20190416_023643	heat_fuel_gas	4.32042318920627e+19	0.09488030262160223	0.02319808981816217
-1217	GBM_4_AutoML_20190416_023643	heat_type_district	4.15483102060274e+19	0.09124375259378961	0.022308958862184064
-1218	GBM_4_AutoML_20190416_023643	heat_fuel_cogeneration	3.5924655675627536e+19	0.07889371139836428	0.019289392556076496
-1219	GBM_4_AutoML_20190416_023643	front_door_structure_stairway	1.0089001048728404e+19	0.022156335866461145	0.00541719045228372
-1220	GBM_4_AutoML_20190416_023643	front_door_structure_corridor	5.356513337024709e+18	0.011763375580504701	0.002876127454711478
-1221	GBM_4_AutoML_20190416_023643	heat_type_central	3.743163641705267e+18	0.008220317397945027	0.00200985511283469
-1222	GBM_4_AutoML_20190416_023643	front_door_structure_mixed	2.989168870033457e+18	0.0065644783984216935	0.0016050049935369842
-1223	GBM_2_AutoML_20190416_020809	city	3.273964932610927e+20	1.0	0.18074029716129886
-1224	GBM_2_AutoML_20190416_020809	exclusive_use_area	3.176598867885781e+20	0.9702605047001838	0.17536517194338305
-1225	GBM_2_AutoML_20190416_020809	supply_area	3.129039448445865e+20	0.955733953433189	0.17273963875065754
-1226	GBM_2_AutoML_20190416_020809	bathroom_count	1.2881823695246878e+20	0.3934624823538919	0.07111452598246475
-1227	GBM_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.1466556077424771e+20	0.35023454170843554	0.06330149514453397
-1228	GBM_2_AutoML_20190416_020809	total_household_count_in_sites	1.0941050212389696e+20	0.3341834881433629	0.06040042295343081
-1229	GBM_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.0593871059631053e+20	0.32357924650043934	0.05848380916771858
-1230	GBM_2_AutoML_20190416_020809	room_count	9.517985737712704e+19	0.29071740026617465	0.05254434931406868
-1231	GBM_2_AutoML_20190416_020809	heat_type_individual	6.193978688406343e+19	0.18918891362305335	0.03419406046785396
-1232	GBM_2_AutoML_20190416_020809	floor	5.774635948688854e+19	0.17638050704726663	0.03187906525718354
-1233	GBM_2_AutoML_20190416_020809	heat_type_district	4.1294727640290165e+19	0.12613063514812414	0.022796888477815323
-1234	GBM_2_AutoML_20190416_020809	total_household_count_of_area_type	4.031543221584868e+19	0.12313947475209475	0.022256265258979866
-1235	GBM_2_AutoML_20190416_020809	heat_fuel_cogeneration	3.5266164758822257e+19	0.1077169899028153	0.019468800764355466
-1236	GBM_2_AutoML_20190416_020809	heat_fuel_gas	2.3648313682392252e+19	0.07223142021723843	0.013055128354446324
-1237	GBM_2_AutoML_20190416_020809	front_door_structure_stairway	1.49058284491081e+19	0.04552836928898006	0.00822881099455961
-1238	GBM_2_AutoML_20190416_020809	heat_type_central	1.315838561419998e+19	0.04019097908817981	0.007264129503601169
-1239	GBM_2_AutoML_20190416_020809	front_door_structure_corridor	5.840671737443779e+18	0.017839750448353002	0.003224361797318736
-1240	GBM_2_AutoML_20190416_020809	front_door_structure_mixed	5.33060664405105e+18	0.01628180739187084	0.002942778706329768
-1241	GBM_grid_1_AutoML_20190416_015849_model_7	supply_area	4.226008160913517e+21	1.0	0.2035357422064216
-1242	GBM_grid_1_AutoML_20190416_015849_model_7	exclusive_use_area	3.56090390156949e+21	0.8426164280761222	0.17150256008379738
-1243	GBM_grid_1_AutoML_20190416_015849_model_7	city	2.7547058065496196e+21	0.6518458322035392	0.1326739252617099
-1244	GBM_grid_1_AutoML_20190416_015849_model_7	total_parking_capacity_in_site	1.5348527894432108e+21	0.3631921025707221	0.07392257416024273
-1245	GBM_grid_1_AutoML_20190416_015849_model_7	apartment_building_count_in_sites	1.5207641224339123e+21	0.3598583023335136	0.07324402665459455
-1246	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_in_sites	1.345381990257595e+21	0.3183576413081914	0.06479715881074848
-1247	GBM_grid_1_AutoML_20190416_015849_model_7	floor	9.042147187849387e+20	0.213964262338168	0.043549374940648526
-1248	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_of_area_type	8.356883690673343e+20	0.1977488772493727	0.040248964501437626
-1249	GBM_grid_1_AutoML_20190416_015849_model_7	bathroom_count	8.052332691684506e+20	0.19054228920239163	0.03878216625451941
-1250	GBM_grid_1_AutoML_20190416_015849_model_7	room_count	7.135546174539762e+20	0.16884837659653984	0.034366679650926116
-1251	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_gas	6.315243649911897e+20	0.14943756399530378	0.03041588550130378
-1252	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_cogeneration	5.835587771598803e+20	0.13808747047798767	0.02810573579314455
-1253	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_individual	4.749861380807207e+20	0.11239593488575875	0.022876590027957538
-1254	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_district	4.363404330189057e+20	0.10325120454206221	0.021015310550175678
-1255	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_corridor	1.3883343328318272e+20	0.03285214509693984	0.006686585735378703
-1256	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_stairway	1.3698513664470522e+20	0.03241478279944773	0.006597566875545542
-1257	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_central	1.0759539314439225e+20	0.025460289958629385	0.005182079013520335
-1258	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_mixed	5.1846692353544815e+19	0.012268478994687353	0.0024970739779275834
-1259	XGBoost_grid_1_AutoML_20190416_022142_model_5	supply_area	1.0570838490052402e+21	1.0	0.26901221127181585
-1260	XGBoost_grid_1_AutoML_20190416_022142_model_5	city	7.828860559737173e+20	0.7406092304886179	0.19923292678206103
-1261	XGBoost_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.776896368673701e+20	0.5464936744715191	0.14701347181564323
-1262	XGBoost_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	2.6500235738610663e+20	0.25069189888340915	0.06743918206655636
-1263	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.1752996649055237e+20	0.20578307642790789	0.05535816043218858
-1264	XGBoost_grid_1_AutoML_20190416_022142_model_5	room_count	1.8183220163638618e+20	0.17201303549145874	0.04627360704513465
-1265	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	1.7301000181008826e+20	0.16366724548189612	0.04402848761985199
-1266	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	1.4220286467626972e+20	0.13452373225651734	0.036188526682863424
-1267	XGBoost_grid_1_AutoML_20190416_022142_model_5	bathroom_count	9.618335085347262e+19	0.09098932969601715	0.024477240783665873
-1268	XGBoost_grid_1_AutoML_20190416_022142_model_5	floor	8.283047702548185e+19	0.07835752774335619	0.021079131808032905
-1269	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	8.151712358024295e+19	0.07711509702560866	0.020744902773299614
-1270	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	8.047828740213414e+19	0.07613235929947047	0.020480534324490946
-1271	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_district	6.445592248720556e+19	0.0609752221149356	0.01640307933392895
-1272	XGBoost_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	6.043343396377775e+19	0.05716995299913827	0.015379415474603964
-1273	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	2.265395494865024e+19	0.021430613068176712	0.005765096610380891
-1274	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.8750857994836115e+19	0.017738288228016586	0.004771816140395562
-1275	XGBoost_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	1.5075146642715836e+19	0.014261069882868967	0.0038364019442924764
-1276	XGBoost_grid_1_AutoML_20190416_022142_model_5	heat_type_central	9.885867375008416e+18	0.009352018181255374	0.0025158070907937333
-1277	GBM_grid_1_AutoML_20190416_030706_model_58	city	2.7613666303985005e+20	1.0	0.15614336652389962
-1278	GBM_grid_1_AutoML_20190416_030706_model_58	exclusive_use_area	2.241082302103269e+20	0.8115844804642446	0.1267235329982372
-1279	GBM_grid_1_AutoML_20190416_030706_model_58	total_parking_capacity_in_site	2.1260561454955758e+20	0.7699289627429005	0.12021930022693056
-1280	GBM_grid_1_AutoML_20190416_030706_model_58	supply_area	1.6790211059209208e+20	0.6080399058340965	0.09494139787781075
-1281	GBM_grid_1_AutoML_20190416_030706_model_58	apartment_building_count_in_sites	1.4871644192795892e+20	0.5385610164576271	0.0840927301882272
-1282	GBM_grid_1_AutoML_20190416_030706_model_58	total_household_count_in_sites	1.3259320341825166e+20	0.48017239709714593	0.07497573459459912
-1283	GBM_grid_1_AutoML_20190416_030706_model_58	room_count	1.280809836197194e+20	0.46383186574987934	0.07242426901924762
-1284	GBM_grid_1_AutoML_20190416_030706_model_58	total_household_count_of_area_type	1.186824989629785e+20	0.4297962380527902	0.06710983152887003
-1285	GBM_grid_1_AutoML_20190416_030706_model_58	floor	8.383230804024623e+19	0.3035899221688942	0.0474035524901798
-1286	GBM_grid_1_AutoML_20190416_030706_model_58	bathroom_count	7.670635558844393e+19	0.27778403180520156	0.043374133892646174
-1287	GBM_grid_1_AutoML_20190416_030706_model_58	heat_fuel_cogeneration	6.089855377060607e+19	0.22053773338246516	0.034435504135888306
-1288	GBM_grid_1_AutoML_20190416_030706_model_58	front_door_structure_corridor	3.734438906987702e+19	0.13523879320757834	0.021116640456060768
-1289	GBM_grid_1_AutoML_20190416_030706_model_58	heat_fuel_gas	3.074973163173236e+19	0.1113569320829186	0.017387646261200155
-1290	GBM_grid_1_AutoML_20190416_030706_model_58	heat_type_district	2.8208091756872335e+19	0.10215264951181635	0.015950458594110997
-1291	GBM_grid_1_AutoML_20190416_030706_model_58	heat_type_individual	2.0284276493351125e+19	0.07345738255127623	0.011469883007590232
-1292	GBM_grid_1_AutoML_20190416_030706_model_58	front_door_structure_stairway	1.1004712815247229e+19	0.039852414721398687	0.006222690198705808
-1293	GBM_grid_1_AutoML_20190416_030706_model_58	heat_type_central	7.676935320666898e+18	0.027801217108062968	0.004340975632714785
-1294	GBM_grid_1_AutoML_20190416_030706_model_58	front_door_structure_mixed	2.950450392695046e+18	0.010684747038712706	0.001668352373080869
-1295	GBM_grid_1_AutoML_20190416_022142_model_30	supply_area	1.0253265754953487e+21	1.0	0.26031422518058844
-1296	GBM_grid_1_AutoML_20190416_022142_model_30	city	5.351660510514124e+20	0.5219469229039213	0.1358702088211266
-1297	GBM_grid_1_AutoML_20190416_022142_model_30	apartment_building_count_in_sites	3.306640658969825e+20	0.3224963380445244	0.08395038436163749
-1298	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_in_sites	2.726185248981296e+20	0.2658845790341716	0.06921353817874731
-1299	GBM_grid_1_AutoML_20190416_022142_model_30	exclusive_use_area	2.6816260009493948e+20	0.26153871995894246	0.068082249240835
-1300	GBM_grid_1_AutoML_20190416_022142_model_30	floor	2.5192541699622253e+20	0.2457026112626741	0.06395988487569033
-1301	GBM_grid_1_AutoML_20190416_022142_model_30	total_household_count_of_area_type	2.3926433829224238e+20	0.23335427366315034	0.06074543694120198
-1302	GBM_grid_1_AutoML_20190416_022142_model_30	total_parking_capacity_in_site	2.3387287862739626e+20	0.22809598835805966	0.05937663047622883
-1303	GBM_grid_1_AutoML_20190416_022142_model_30	room_count	1.9847497258435713e+20	0.1935724454313215	0.05038966114876619
-1304	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_individual	1.2053141132796756e+20	0.11755416684653594	0.030601021859405622
-1305	GBM_grid_1_AutoML_20190416_022142_model_30	bathroom_count	1.065816874040479e+20	0.10394901483223223	0.02705940725433803
-1306	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_cogeneration	1.0032708472311854e+20	0.0978489069930224	0.02547146240865609
-1307	GBM_grid_1_AutoML_20190416_022142_model_30	heat_fuel_gas	8.694412825699182e+19	0.08479652272251693	0.02207374111052016
-1308	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_corridor	5.3624400345519096e+19	0.05229982488224539	0.013614388391302168
-1309	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_stairway	4.597845366056944e+19	0.04484274060521316	0.011673203275620176
-1310	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_district	4.397003294471566e+19	0.042883929857638926	0.01116329697358998
-1311	GBM_grid_1_AutoML_20190416_022142_model_30	heat_type_central	1.6599466682511e+19	0.016189443518999376	0.004214342445753222
-1312	GBM_grid_1_AutoML_20190416_022142_model_30	front_door_structure_mixed	8.771388645199315e+18	0.00855472671325401	0.0022269170559923997
-1313	DRF_1_AutoML_20190416_021340	supply_area	9.973245300184984e+20	1.0	0.2317116818016925
-1314	DRF_1_AutoML_20190416_021340	exclusive_use_area	7.764448529754148e+20	0.7785277806823956	0.1803939813912571
-1315	DRF_1_AutoML_20190416_021340	city	6.675545693850373e+20	0.669345382864147	0.15509514436964925
-1316	DRF_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.4987020986158363e+20	0.25054052351138806	0.0580531660623002
-1317	DRF_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.4683844288743316e+20	0.24750062337567771	0.057348785689345566
-1318	DRF_1_AutoML_20190416_021340	total_household_count_in_sites	2.2599112188266073e+20	0.2265973763610016	0.05250525916845876
-1319	DRF_1_AutoML_20190416_021340	floor	2.2293666098851296e+20	0.22353472142551023	0.0517956062425778
-1320	DRF_1_AutoML_20190416_021340	room_count	1.412621753041027e+20	0.1416411319006488	0.03281990488499469
-1321	DRF_1_AutoML_20190416_021340	total_household_count_of_area_type	1.4070406320184361e+20	0.14108152258045215	0.032690236868260024
-1322	DRF_1_AutoML_20190416_021340	bathroom_count	1.4044575713415345e+20	0.14082252356868075	0.032630223771657495
-1323	DRF_1_AutoML_20190416_021340	heat_type_district	1.2819366157133388e+20	0.12853755995448757	0.029783654191740196
-1324	DRF_1_AutoML_20190416_021340	heat_fuel_cogeneration	1.2718923570912795e+20	0.12753043957193036	0.029550292634121098
-1325	DRF_1_AutoML_20190416_021340	heat_type_individual	7.457215074237258e+19	0.07477220152299816	0.017325592566908975
-1326	DRF_1_AutoML_20190416_021340	heat_fuel_gas	5.3038228706519155e+19	0.05318051156882244	0.01232254577468621
-1327	DRF_1_AutoML_20190416_021340	front_door_structure_corridor	3.4951766005929476e+19	0.03504552926747043	0.00812045852619601
-1328	DRF_1_AutoML_20190416_021340	front_door_structure_stairway	2.8767241798108054e+19	0.028844414162333378	0.006683587716138823
-1329	DRF_1_AutoML_20190416_021340	front_door_structure_mixed	2.8151227214507016e+19	0.028226747028858166	0.0065404670258476525
-1330	DRF_1_AutoML_20190416_021340	heat_type_central	1.9925734547626394e+19	0.019979188266087078	0.004629411314167677
-1331	GBM_2_AutoML_20190416_022142	supply_area	4.8073125346161774e+20	1.0	0.26624414067742364
-1332	GBM_2_AutoML_20190416_022142	exclusive_use_area	3.673669251164243e+20	0.764183569241885	0.20345939771261212
-1333	GBM_2_AutoML_20190416_022142	city	3.4221949330025716e+20	0.7118727788884657	0.18953195628680913
-1334	GBM_2_AutoML_20190416_022142	apartment_building_count_in_sites	1.1133733907696976e+20	0.23159996000937993	0.06166213233362303
-1335	GBM_2_AutoML_20190416_022142	total_parking_capacity_in_site	9.841538584613696e+19	0.20472017397969028	0.05450554680055529
-1336	GBM_2_AutoML_20190416_022142	total_household_count_in_sites	7.520055242397214e+19	0.1564295058465057	0.04164843936069692
-1337	GBM_2_AutoML_20190416_022142	heat_type_district	6.329584975897166e+19	0.13166576814632935	0.03505523929675236
-1338	GBM_2_AutoML_20190416_022142	floor	4.913476891386787e+19	0.10220839306798025	0.027212385782404744
-1339	GBM_2_AutoML_20190416_022142	bathroom_count	4.489436158386137e+19	0.09338764904629983	0.024863914370216917
-1340	GBM_2_AutoML_20190416_022142	heat_fuel_cogeneration	4.157117125179212e+19	0.08647486709559485	0.023023426680061066
-1341	GBM_2_AutoML_20190416_022142	heat_type_individual	3.366013891045543e+19	0.07001861990057383	0.018642047286847433
-1342	GBM_2_AutoML_20190416_022142	total_household_count_of_area_type	3.349071956177794e+19	0.0696661998166755	0.018548217504452458
-1343	GBM_2_AutoML_20190416_022142	heat_fuel_gas	2.432020764594012e+19	0.05059002815152288	0.013469298572048878
-1344	GBM_2_AutoML_20190416_022142	room_count	1.7233215289156436e+19	0.03584791952897724	0.009544298530065979
-1345	GBM_2_AutoML_20190416_022142	front_door_structure_stairway	1.0220091422061625e+19	0.021259469502907226	0.005660209189059428
-1346	GBM_2_AutoML_20190416_022142	front_door_structure_corridor	4.24288892775039e+18	0.008825906152758899	0.002349845799340879
-1347	GBM_2_AutoML_20190416_022142	front_door_structure_mixed	4.1529178153948283e+18	0.008638751455185768	0.0023000169577117773
-1348	GBM_2_AutoML_20190416_022142	heat_type_central	4.1158486054980813e+18	0.008561641407461969	0.0022794868593179595
-1349	GBM_4_AutoML_20190416_015849	supply_area	4.6469530737906287e+20	1.0	0.25392549877188986
-1350	GBM_4_AutoML_20190416_015849	exclusive_use_area	3.8462510591660104e+20	0.8276931137650876	0.21017238674285846
-1351	GBM_4_AutoML_20190416_015849	city	3.4325954333920304e+20	0.7386765863318654	0.1875688206154359
-1352	GBM_4_AutoML_20190416_015849	apartment_building_count_in_sites	1.3456532265820278e+20	0.28957753719779805	0.07353112056608636
-1353	GBM_4_AutoML_20190416_015849	total_parking_capacity_in_site	9.112229003472667e+19	0.19609040286777865	0.04979235335258152
-1354	GBM_4_AutoML_20190416_015849	floor	6.736081461560371e+19	0.14495695038438577	0.03680826592680725
-1355	GBM_4_AutoML_20190416_015849	total_household_count_in_sites	5.467916185004461e+19	0.11766669682644662	0.02987857468049621
-1356	GBM_4_AutoML_20190416_015849	heat_type_individual	5.324246958844831e+19	0.11457501021205102	0.02909351661488943
-1357	GBM_4_AutoML_20190416_015849	heat_fuel_gas	4.523272529219315e+19	0.09733845936020127	0.024716716842726444
-1358	GBM_4_AutoML_20190416_015849	heat_fuel_cogeneration	3.968723724243514e+19	0.08540485908126748	0.021686471439753816
-1359	GBM_4_AutoML_20190416_015849	total_household_count_of_area_type	3.965426068969488e+19	0.0853338952642962	0.021668451917134627
-1360	GBM_4_AutoML_20190416_015849	bathroom_count	3.8485554596159685e+19	0.08281890086909381	0.02102983071092435
-1361	GBM_4_AutoML_20190416_015849	heat_type_district	2.4846572449458815e+19	0.05346852454696919	0.013577021764186188
-1362	GBM_4_AutoML_20190416_015849	room_count	2.4258738348877677e+19	0.05220353630360475	0.013255808993549298
-1363	GBM_4_AutoML_20190416_015849	front_door_structure_stairway	1.2482513617582817e+19	0.026861716525578207	0.006820874766626563
-1364	GBM_4_AutoML_20190416_015849	heat_type_central	5.328988712690778e+18	0.011467705027509127	0.002911942718879164
-1365	GBM_4_AutoML_20190416_015849	front_door_structure_corridor	4.245012359581532e+18	0.00913504460271809	0.0023196207570486517
-1366	GBM_4_AutoML_20190416_015849	front_door_structure_mixed	2.2742397464965284e+18	0.004894045001925052	0.0012427228181258936
-1367	XGBoost_2_AutoML_20190416_020809	supply_area	7.036118657453932e+20	1.0	0.25945025067745703
-1368	XGBoost_2_AutoML_20190416_020809	exclusive_use_area	5.725876214395128e+20	0.8137833503318256	0.21113629424073302
-1369	XGBoost_2_AutoML_20190416_020809	city	4.098626449096877e+20	0.5825124118330308	0.15113299127280996
-1370	XGBoost_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.6520311740915778e+20	0.23479296676463052	0.06091709408438723
-1371	XGBoost_2_AutoML_20190416_020809	total_household_count_in_sites	1.448782403494394e+20	0.2059064768556143	0.05342248703630114
-1372	XGBoost_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.4278785763880468e+20	0.2029355452775628	0.052651678093630104
-1373	XGBoost_2_AutoML_20190416_020809	heat_fuel_cogeneration	1.0328040813969696e+20	0.14678605232201938	0.03808367807090226
-1374	XGBoost_2_AutoML_20190416_020809	total_household_count_of_area_type	9.834484997619188e+19	0.13977144895361762	0.03626373746856748
-1375	XGBoost_2_AutoML_20190416_020809	floor	8.117021446754009e+19	0.11536220240053782	0.029930752331523074
-1376	XGBoost_2_AutoML_20190416_020809	bathroom_count	6.794430784427839e+19	0.09656503983527831	0.025053823791941585
-1377	XGBoost_2_AutoML_20190416_020809	heat_type_district	5.700139198055868e+19	0.08101255074795033	0.021018726599575925
-1378	XGBoost_2_AutoML_20190416_020809	heat_type_individual	5.5919868363013095e+19	0.07947544816313272	0.020619924948628028
-1379	XGBoost_2_AutoML_20190416_020809	heat_fuel_gas	4.727842824832156e+19	0.06719390412530306	0.017433475269306893
-1380	XGBoost_2_AutoML_20190416_020809	front_door_structure_stairway	2.429940928398911e+19	0.03453524658548328	0.00896017838381143
-1381	XGBoost_2_AutoML_20190416_020809	room_count	2.071312780962562e+19	0.02943828667198857	0.007637770856562278
-1382	XGBoost_2_AutoML_20190416_020809	heat_type_central	7.387318460352561e+18	0.010499138544979731	0.0027240041273923427
-1383	XGBoost_2_AutoML_20190416_020809	front_door_structure_corridor	6.364506564706959e+18	0.009045479296976496	0.0023468518710983
-1384	XGBoost_2_AutoML_20190416_020809	front_door_structure_mixed	3.2984730357989376e+18	0.004687915591509528	0.0012162808753719064
-1385	GBM_grid_1_AutoML_20190416_023844_model_42	supply_area	4.300497839487713e+20	1.0	0.2030735670974218
-1386	GBM_grid_1_AutoML_20190416_023844_model_42	exclusive_use_area	4.1459114304345e+20	0.9640538340389847	0.19577385095224248
-1387	GBM_grid_1_AutoML_20190416_023844_model_42	city	4.0413058293083564e+20	0.9397297662146408	0.19083427573283335
-1388	GBM_grid_1_AutoML_20190416_023844_model_42	apartment_building_count_in_sites	1.509575984690873e+20	0.3510235421652247	0.07128360284266443
-1389	GBM_grid_1_AutoML_20190416_023844_model_42	total_parking_capacity_in_site	1.1308000343434356e+20	0.2629463091366509	0.05339744495148109
-1390	GBM_grid_1_AutoML_20190416_023844_model_42	bathroom_count	9.7871584987225e+19	0.22758198850504183	0.04621588621284329
-1391	GBM_grid_1_AutoML_20190416_023844_model_42	total_household_count_in_sites	9.559629960517045e+19	0.22229123969646766	0.04514147497966969
-1392	GBM_grid_1_AutoML_20190416_023844_model_42	floor	7.566767774000952e+19	0.17595097257163894	0.03573099163438334
-1393	GBM_grid_1_AutoML_20190416_023844_model_42	heat_fuel_cogeneration	7.1575990352776e+19	0.1664365220592747	0.03379885822986565
-1394	GBM_grid_1_AutoML_20190416_023844_model_42	total_household_count_of_area_type	6.573785628816913e+19	0.15286103781882146	0.03104203622008197
-1395	GBM_grid_1_AutoML_20190416_023844_model_42	room_count	6.35651597390326e+19	0.14780884007281503	0.03001606840211889
-1396	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_district	4.40969913533517e+19	0.10253927103147818	0.020823015535931605
-1397	GBM_grid_1_AutoML_20190416_023844_model_42	heat_fuel_gas	4.31162621657476e+19	0.10025876950768035	0.020359905956722872
-1398	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_individual	2.291739573564211e+19	0.05329009940479843	0.01082181057710861
-1399	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_stairway	1.371121676211087e+19	0.031882859319711195	0.006474565971319031
-1400	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_corridor	4.632232592215638e+18	0.010771386860567384	0.0021873839523617183
-1401	GBM_grid_1_AutoML_20190416_023844_model_42	heat_type_central	4.621969750681977e+18	0.010747522550162607	0.0021825377417214998
-1402	GBM_grid_1_AutoML_20190416_023844_model_42	front_door_structure_mixed	1.7846382137641533e+18	0.004149840972776176	0.0008427230092286928
-1403	GBM_2_AutoML_20190416_023643	exclusive_use_area	5.1744354209277936e+20	1.0	0.28869161266652243
-1404	GBM_2_AutoML_20190416_023643	city	3.6260714807587504e+20	0.7007665930264105	0.2023054378436191
-1405	GBM_2_AutoML_20190416_023643	supply_area	2.6814418107615098e+20	0.5182095422268732	0.14960274844465637
-1406	GBM_2_AutoML_20190416_023643	apartment_building_count_in_sites	1.253350984648837e+20	0.24221985254269673	0.06992683985039838
-1407	GBM_2_AutoML_20190416_023643	total_household_count_in_sites	9.355910686904104e+19	0.1808102706058424	0.052198408607870964
-1408	GBM_2_AutoML_20190416_023643	total_parking_capacity_in_site	8.034818439024266e+19	0.15527913260889817	0.0448277832063216
-1409	GBM_2_AutoML_20190416_023643	floor	6.466888029731973e+19	0.1249776546360383	0.036080000664157584
-1410	GBM_2_AutoML_20190416_023643	heat_type_district	4.813145135938273e+19	0.09301778347588809	0.026853453918319534
-1411	GBM_2_AutoML_20190416_023643	bathroom_count	4.566781523744365e+19	0.08825661453371711	0.025478944378226436
-1412	GBM_2_AutoML_20190416_023643	heat_fuel_cogeneration	3.840371574668106e+19	0.07421817574794498	0.02142616484584162
-1413	GBM_2_AutoML_20190416_023643	total_household_count_of_area_type	3.634017431390362e+19	0.07023022099556459	0.020274875757135803
-1414	GBM_2_AutoML_20190416_023643	heat_type_individual	3.2725112023171465e+19	0.06324383118362263	0.018257963615609316
-1415	GBM_2_AutoML_20190416_023643	room_count	2.5426960657296654e+19	0.049139584493524346	0.014186185893198384
-1416	GBM_2_AutoML_20190416_023643	heat_fuel_gas	2.110082440567246e+19	0.0407789887962096	0.0117725520384878
-1417	GBM_2_AutoML_20190416_023643	front_door_structure_corridor	1.0646544703475941e+19	0.020575277952868877	0.005939910173275661
-1418	GBM_2_AutoML_20190416_023643	heat_type_central	8.668850389816181e+18	0.016753229453314592	0.004836516828249672
-1419	GBM_2_AutoML_20190416_023643	front_door_structure_stairway	7.124239412686225e+18	0.01376814827734158	0.003974748929617544
-1420	GBM_2_AutoML_20190416_023643	front_door_structure_mixed	6.032868569002279e+18	0.011658989006998884	0.003365852338491765
-1421	GBM_2_AutoML_20190416_023844	supply_area	4.250507883623901e+20	1.0	0.236833406437499
-1422	GBM_2_AutoML_20190416_023844	city	3.176343429344416e+20	0.7472856224033931	0.17698219953556224
-1423	GBM_2_AutoML_20190416_023844	exclusive_use_area	3.111691090100025e+20	0.7320751249723733	0.17337984561536496
-1424	GBM_2_AutoML_20190416_023844	total_parking_capacity_in_site	1.1967676533774379e+20	0.281558742188968	0.06668251602487085
-1425	GBM_2_AutoML_20190416_023844	heat_fuel_cogeneration	9.337255932822605e+19	0.21967388812044364	0.052026115228934716
-1426	GBM_2_AutoML_20190416_023844	apartment_building_count_in_sites	9.246365024014828e+19	0.2175355340390889	0.05151968154767794
-1427	GBM_2_AutoML_20190416_023844	total_household_count_in_sites	8.898925506902727e+19	0.20936146339565603	0.049583788552732974
-1428	GBM_2_AutoML_20190416_023844	bathroom_count	8.523296270873054e+19	0.20052418450301185	0.04749082568894984
-1429	GBM_2_AutoML_20190416_023844	floor	6.0747841512763556e+19	0.1429190185643677	0.033847998011303365
-1430	GBM_2_AutoML_20190416_023844	room_count	4.2954356879534326e+19	0.10105699849428881	0.023933673197751627
-1431	GBM_2_AutoML_20190416_023844	total_household_count_of_area_type	3.703963083493658e+19	0.08714165894772392	0.020638055931204224
-1432	GBM_2_AutoML_20190416_023844	heat_fuel_gas	3.5831819510847898e+19	0.08430008952318042	0.01996507736476094
-1433	GBM_2_AutoML_20190416_023844	heat_type_district	2.933996860892355e+19	0.06902697139314293	0.016347892771101838
-1434	GBM_2_AutoML_20190416_023844	heat_type_individual	2.65268857014447e+19	0.06240874367895158	0.014780475356970838
-1435	GBM_2_AutoML_20190416_023844	front_door_structure_stairway	1.5184056567981933e+19	0.03572292296288203	0.008460381533203705
-1436	GBM_2_AutoML_20190416_023844	front_door_structure_corridor	7.593648414374494e+18	0.01786527309743582	0.004231093484601935
-1437	GBM_2_AutoML_20190416_023844	heat_type_central	3.9453500861579264e+18	0.009282067447418066	0.0021983036523546416
-1438	GBM_2_AutoML_20190416_023844	front_door_structure_mixed	1.9718104146226708e+18	0.004638999546900131	0.0010986700651543723
-1439	GBM_4_AutoML_20190416_020809	supply_area	6.302385169288313e+20	1.0	0.3381956740020234
-1440	GBM_4_AutoML_20190416_020809	city	3.462015197957828e+20	0.5493182509422494	0.18577705611902665
-1441	GBM_4_AutoML_20190416_020809	exclusive_use_area	2.2767545055111125e+20	0.3612528343405282	0.12217414579493623
-1442	GBM_4_AutoML_20190416_020809	total_parking_capacity_in_site	1.0620772150920872e+20	0.16851988359385223	0.05699269561476538
-1443	GBM_4_AutoML_20190416_020809	apartment_building_count_in_sites	9.144734965236236e+19	0.14509958880010648	0.04907205323166845
-1444	GBM_4_AutoML_20190416_020809	total_household_count_in_sites	8.762670507551516e+19	0.1390373687449672	0.04702183663417204
-1445	GBM_4_AutoML_20190416_020809	floor	6.283909063856095e+19	0.0997068394752791	0.03372042177895357
-1446	GBM_4_AutoML_20190416_020809	heat_type_district	6.0825440645405475e+19	0.09651177928922756	0.03263986624585484
-1447	GBM_4_AutoML_20190416_020809	total_household_count_of_area_type	5.551274999357322e+19	0.08808212843621221	0.02978899479401758
-1448	GBM_4_AutoML_20190416_020809	heat_fuel_cogeneration	4.855643899179722e+19	0.07704454375212422	0.02605613140242803
-1449	GBM_4_AutoML_20190416_020809	heat_type_individual	4.293991809283837e+19	0.06813280518316417	0.023042219970568757
-1450	GBM_4_AutoML_20190416_020809	bathroom_count	3.5706143132769845e+19	0.056654968196432696	0.019160465154755755
-1451	GBM_4_AutoML_20190416_020809	front_door_structure_stairway	2.606345914252316e+19	0.04135491316768622	0.013986052732040793
-1452	GBM_4_AutoML_20190416_020809	heat_fuel_gas	1.7641379294154326e+19	0.027991591786743257	0.009466635250707138
-1453	GBM_4_AutoML_20190416_020809	room_count	1.421407510653934e+19	0.022553485267458578	0.007627491151122858
-1454	GBM_4_AutoML_20190416_020809	heat_type_central	4.333739649408172e+18	0.006876348450625643	0.0023255512989321086
-1455	GBM_4_AutoML_20190416_020809	front_door_structure_corridor	4.1719069309623337e+18	0.006619568336273932	0.002238709375088615
-1456	GBM_4_AutoML_20190416_020809	front_door_structure_mixed	1.3305609396525466e+18	0.002111202193950958	0.0007139994489377947
-1457	XGBoost_grid_1_AutoML_20190416_021340_model_10	supply_area	9.025476832353698e+20	1.0	0.2654082302984743
-1458	XGBoost_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	6.09941778570691e+20	0.6758000600968005	0.1793628979858944
-1459	XGBoost_grid_1_AutoML_20190416_021340_model_10	city	4.9507870152762956e+20	0.548534676586745	0.14558561777023393
-1460	XGBoost_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.6293274225109736e+20	0.29132282663289355	0.07731947586218552
-1461	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	2.050794310691518e+20	0.22722282144030542	0.060306806921897695
-1462	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.704344354044416e+20	0.1888370427072439	0.05011890531972702
-1463	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	1.591014260093265e+20	0.17628035500461797	0.04678625705816246
-1464	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	1.0570256188694331e+20	0.11711576446357992	0.031083487786331694
-1465	XGBoost_grid_1_AutoML_20190416_021340_model_10	bathroom_count	1.035932060036597e+20	0.11477865150825972	0.030463198772852525
-1466	XGBoost_grid_1_AutoML_20190416_021340_model_10	floor	8.952450612552165e+19	0.0991908879590743	0.026326078034952155
-1467	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	8.236686135056033e+19	0.0912603986254767	0.024221260895521093
-1468	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	6.534308763333244e+19	0.0723984880212606	0.01921515458200807
-1469	XGBoost_grid_1_AutoML_20190416_021340_model_10	room_count	5.2015885202826985e+19	0.05763228488534282	0.015296082739476349
-1470	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_district	4.2074149442988016e+19	0.046617093173586664	0.012372560200860723
-1471	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	3.2184882378026516e+19	0.035660035448379986	0.009464466900735392
-1472	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	1.0378764144089235e+19	0.011499408105380535	0.0030520375547289794
-1473	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_central	8.493582738790547e+18	0.00941067480040892	0.0024976705446909794
-1474	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	3.80803042969754e+18	0.0042192013789751955	0.0011198107712666891
-1475	GBM_2_AutoML_20190416_021340	supply_area	6.365543228250092e+20	1.0	0.346712471523297
-1476	GBM_2_AutoML_20190416_021340	city	3.10520133266824e+20	0.4878140358685255	0.16913121001973072
-1477	GBM_2_AutoML_20190416_021340	exclusive_use_area	2.2010430144317594e+20	0.3457745765771562	0.11988435803498734
-1478	GBM_2_AutoML_20190416_021340	apartment_building_count_in_sites	9.231065979421301e+19	0.14501615413518998	0.050278909211015105
-1479	GBM_2_AutoML_20190416_021340	total_parking_capacity_in_site	8.698822307131215e+19	0.13665483047112303	0.04737993401824022
-1480	GBM_2_AutoML_20190416_021340	total_household_count_in_sites	8.41468211423483e+19	0.1321911078522053	0.04583230571684081
-1481	GBM_2_AutoML_20190416_021340	heat_type_individual	7.3229409550346486e+19	0.11504031458832381	0.03988591179573535
-1482	GBM_2_AutoML_20190416_021340	floor	6.325840479097612e+19	0.0993762865520058	0.03445499792125331
-1483	GBM_2_AutoML_20190416_021340	heat_type_district	6.248964385302118e+19	0.09816859553430413	0.03403627638366948
-1484	GBM_2_AutoML_20190416_021340	total_household_count_of_area_type	4.811259253594312e+19	0.07558285414262975	0.026205518164576027
-1485	GBM_2_AutoML_20190416_021340	heat_fuel_cogeneration	4.059894348809398e+19	0.06377922831144571	0.02211305387970998
-1486	GBM_2_AutoML_20190416_021340	bathroom_count	3.794622655054951e+19	0.059611921857894684	0.020668196759604317
-1487	GBM_2_AutoML_20190416_021340	heat_fuel_gas	3.0697669756157166e+19	0.048224744778924473	0.01672012045088112
-1488	GBM_2_AutoML_20190416_021340	front_door_structure_stairway	1.605785824978482e+19	0.02522621820950099	0.008746244462602089
-1489	GBM_2_AutoML_20190416_021340	front_door_structure_corridor	1.3283248353673478e+19	0.02086742305781982	0.007234995822698946
-1490	GBM_2_AutoML_20190416_021340	room_count	1.1773592500457964e+19	0.018495817369061467	0.006412730552870825
-1491	GBM_2_AutoML_20190416_021340	heat_type_central	6.743085460580467e+18	0.01059310292742158	0.003672760897067009
-1492	GBM_2_AutoML_20190416_021340	front_door_structure_mixed	1.1566702895017492e+18	0.0018170802522689358	0.0006300043852203387
-1493	XGBoost_grid_1_AutoML_20190416_030706_model_23	supply_area	7.07584040616734e+20	1.0	0.26882936677149344
-1494	XGBoost_grid_1_AutoML_20190416_030706_model_23	city	5.321848088355815e+20	0.7521153365354685	0.2021906896599587
-1495	XGBoost_grid_1_AutoML_20190416_030706_model_23	exclusive_use_area	4.606623690971247e+20	0.6510355557137905	0.17501747618826563
-1496	XGBoost_grid_1_AutoML_20190416_030706_model_23	total_parking_capacity_in_site	1.50640622460939e+20	0.21289431899798059	0.05723224496547545
-1497	XGBoost_grid_1_AutoML_20190416_030706_model_23	apartment_building_count_in_sites	1.4770234036342856e+20	0.2087417633595727	0.05611591606271887
-1498	XGBoost_grid_1_AutoML_20190416_030706_model_23	total_household_count_in_sites	1.2499471605320332e+20	0.17664999332695133	0.04748870584627287
-1499	XGBoost_grid_1_AutoML_20190416_030706_model_23	total_household_count_of_area_type	1.1175120404975767e+20	0.1579334716938425	0.04245715518747927
-1500	XGBoost_grid_1_AutoML_20190416_030706_model_23	heat_fuel_cogeneration	1.1100248940780034e+20	0.15687534347305232	0.04217269924792119
-1501	XGBoost_grid_1_AutoML_20190416_030706_model_23	floor	1.0146793798809892e+20	0.14340054631483623	0.038550278060503644
-1502	XGBoost_grid_1_AutoML_20190416_030706_model_23	bathroom_count	3.946391763474081e+19	0.05577276389719567	0.014993356801579124
-1503	XGBoost_grid_1_AutoML_20190416_030706_model_23	heat_type_individual	3.681009678752206e+19	0.05202222587643185	0.013985102040404774
-1504	XGBoost_grid_1_AutoML_20190416_030706_model_23	heat_type_district	2.962473992149428e+19	0.04186745067861225	0.011255200254268067
-1505	XGBoost_grid_1_AutoML_20190416_030706_model_23	room_count	2.487040326447923e+19	0.035148338341269056	0.009448905539353566
-1506	XGBoost_grid_1_AutoML_20190416_030706_model_23	heat_type_central	1.2975575313407803e+19	0.018337857510322342	0.004929754622445831
-1507	XGBoost_grid_1_AutoML_20190416_030706_model_23	front_door_structure_stairway	1.1745815538205458e+19	0.016599887594931823	0.004462537270623492
-1508	XGBoost_grid_1_AutoML_20190416_030706_model_23	heat_fuel_gas	1.1549867172972986e+19	0.01632296166955103	0.004388091449460762
-1509	XGBoost_grid_1_AutoML_20190416_030706_model_23	front_door_structure_corridor	9.86384085856918e+18	0.01394016864763061	0.0037475267102303634
-1510	XGBoost_grid_1_AutoML_20190416_030706_model_23	front_door_structure_mixed	7.19875826350293e+18	0.010173714852625073	0.0027349933215449363
-1511	XGBoost_grid_1_AutoML_20190416_022142_model_13	supply_area	7.120002422638358e+20	1.0	0.26401537621127774
-1512	XGBoost_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	5.394657924269002e+20	0.7576764169512712	0.2000382242678028
-1513	XGBoost_grid_1_AutoML_20190416_022142_model_13	city	4.436620193756149e+20	0.6231206017079042	0.16451342008491007
-1514	XGBoost_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	1.740547137783359e+20	0.24445878448709701	0.06454087795451258
-1515	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	1.6589948650153994e+20	0.23300481749002683	0.06151685454866953
-1516	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	1.3549189430106915e+20	0.1902975396051366	0.05024147651093066
-1517	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	1.2170335878178144e+20	0.1709316255213907	0.045128577418435206
-1518	XGBoost_grid_1_AutoML_20190416_022142_model_13	floor	7.546413614747563e+19	0.10598891919970999	0.027982704376738148
-1519	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	6.718458928995028e+19	0.09436034610934113	0.024912582277484073
-1520	XGBoost_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	5.743273479018172e+19	0.08066392591043485	0.02129651674592209
-1521	XGBoost_grid_1_AutoML_20190416_022142_model_13	bathroom_count	5.19840081617145e+19	0.07301122257547144	0.019276085395908426
-1522	XGBoost_grid_1_AutoML_20190416_022142_model_13	room_count	3.993694512919609e+19	0.056091195983606464	0.014808938209752369
-1523	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_district	3.5064377986846294e+19	0.04924770513470273	0.013002151398680615
-1524	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	2.7132910122395763e+19	0.03810800686826383	0.010061099769986629
-1525	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.7170672868745282e+19	0.024116105373995913	0.006367022633066347
-1526	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	1.5450202153578136e+19	0.021699714742306187	0.0057290583513673774
-1527	XGBoost_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.2494338865139548e+19	0.017548222772246894	0.004633000637054074
-1528	XGBoost_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	5.221120574692e+18	0.007333032019892605	0.0019360332075012917
-1529	GBM_4_AutoML_20190416_023844	supply_area	5.6421659081650995e+20	1.0	0.3018062664854239
-1530	GBM_4_AutoML_20190416_023844	city	3.273984284015576e+20	0.5802708281366924	0.17512937219034022
-1531	GBM_4_AutoML_20190416_023844	exclusive_use_area	2.6566737720295765e+20	0.4708606260912946	0.1421086875956028
-1532	GBM_4_AutoML_20190416_023844	apartment_building_count_in_sites	1.1733263293560442e+20	0.207956722374657	0.06276264197044105
-1533	GBM_4_AutoML_20190416_023844	total_parking_capacity_in_site	1.1167677151060374e+20	0.19793244886505362	0.05973725340827892
-1534	GBM_4_AutoML_20190416_023844	total_household_count_in_sites	8.62455953257262e+19	0.15285902032925916	0.046133810224193224
-1535	GBM_4_AutoML_20190416_023844	heat_fuel_gas	8.187308387266567e+19	0.14510931653778997	0.04379490105652197
-1536	GBM_4_AutoML_20190416_023844	floor	7.1904854280643805e+19	0.12744193533300074	0.03846277469652979
-1537	GBM_4_AutoML_20190416_023844	heat_fuel_cogeneration	5.178750784164489e+19	0.09178657395859316	0.027701763199931242
-1538	GBM_4_AutoML_20190416_023844	total_household_count_of_area_type	4.941272105532313e+19	0.08757757545522574	0.02643146107598718
-1539	GBM_4_AutoML_20190416_023844	bathroom_count	4.3679396837122376e+19	0.07741600929159391	0.023364636730496848
-1540	GBM_4_AutoML_20190416_023844	heat_type_district	2.7944554212857217e+19	0.04952806186081317	0.014947879436471141
-1541	GBM_4_AutoML_20190416_023844	room_count	2.2979399395355656e+19	0.04072797533674233	0.01229195817789263
-1542	GBM_4_AutoML_20190416_023844	heat_type_individual	1.6184694612630176e+19	0.02868525115365428	0.008657388553881097
-1543	GBM_4_AutoML_20190416_023844	front_door_structure_stairway	1.433755795891998e+19	0.02541144339299077	0.007669332856444238
-1544	GBM_4_AutoML_20190416_023844	front_door_structure_corridor	1.0125707144910078e+19	0.017946489539161885	0.005416363004334165
-1545	GBM_4_AutoML_20190416_023844	heat_type_central	5.053623172339859e+18	0.00895688509447493	0.0027032440497024228
-1546	GBM_4_AutoML_20190416_023844	front_door_structure_mixed	1.6456261340307128e+18	0.0029166567605699674	0.0008802652875270929
-1547	GBM_3_AutoML_20190416_022142	supply_area	4.3992512240043216e+20	1.0	0.239822469144149
-1548	GBM_3_AutoML_20190416_022142	exclusive_use_area	3.6195813714832445e+20	0.8227721462536982	0.1973192476575928
-1549	GBM_3_AutoML_20190416_022142	city	3.353472113751223e+20	0.762282475584288	0.1828124654799384
-1550	GBM_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.2959970824484081e+20	0.294594924558265	0.0706504822048974
-1551	GBM_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.132000701040967e+20	0.2573166758161604	0.06171032054619613
-1552	GBM_3_AutoML_20190416_022142	heat_fuel_cogeneration	8.04876992216679e+19	0.1829577242201816	0.043877373171478225
-1553	GBM_3_AutoML_20190416_022142	total_household_count_in_sites	6.803093176836109e+19	0.15464207044406397	0.03708664316745885
-1554	GBM_3_AutoML_20190416_022142	floor	5.458895351805536e+19	0.12408692011084324	0.029758831569475185
-1555	GBM_3_AutoML_20190416_022142	bathroom_count	5.1093887528332165e+19	0.1161422363186276	0.02785351788585653
-1556	GBM_3_AutoML_20190416_022142	heat_type_individual	4.845069236148424e+19	0.11013395210783862	0.026412596331105313
-1557	GBM_3_AutoML_20190416_022142	heat_type_district	4.020775484311732e+19	0.091396814584549	0.02191900974557651
-1558	GBM_3_AutoML_20190416_022142	total_household_count_of_area_type	3.908031561999581e+19	0.08883401658617672	0.021304393201689188
-1559	GBM_3_AutoML_20190416_022142	room_count	2.959777989638121e+19	0.06727913090046375	0.01613504729442163
-1560	GBM_3_AutoML_20190416_022142	front_door_structure_corridor	1.5848548619251614e+19	0.03602555937877497	0.008639738602516968
-1561	GBM_3_AutoML_20190416_022142	front_door_structure_stairway	1.4613789364677771e+19	0.03321881070337213	0.00796661720491479
-1562	GBM_3_AutoML_20190416_022142	heat_type_central	5.97196991847465e+18	0.013574969044479336	0.0032555825948024234
-1563	GBM_3_AutoML_20190416_022142	heat_fuel_gas	4.765743540397408e+18	0.010833078853040575	0.0025980157189694564
-1564	GBM_3_AutoML_20190416_022142	front_door_structure_mixed	1.6099392851279872e+18	0.0036595756940258923	0.0008776484789612023
-1565	GBM_4_AutoML_20190416_022142	supply_area	4.9585127996995613e+20	1.0	0.26943997323627566
-1566	GBM_4_AutoML_20190416_022142	city	3.392091184243367e+20	0.6840944697065006	0.1843223956088037
-1567	GBM_4_AutoML_20190416_022142	exclusive_use_area	2.7594708964303543e+20	0.5565118026109668	0.14994652520117038
-1568	GBM_4_AutoML_20190416_022142	apartment_building_count_in_sites	1.1805432597979752e+20	0.23808414084753496	0.0641493845379415
-1569	GBM_4_AutoML_20190416_022142	total_parking_capacity_in_site	9.552063561299342e+19	0.19263968748609675	0.05190483224049842
-1570	GBM_4_AutoML_20190416_022142	bathroom_count	8.772639119773585e+19	0.17692077189566038	0.04766952804450796
-1571	GBM_4_AutoML_20190416_022142	floor	7.684781435642708e+19	0.15498157907565213	0.04175823251825945
-1572	GBM_4_AutoML_20190416_022142	total_household_count_in_sites	7.636691435871692e+19	0.15401173183085062	0.04149691690257686
-1573	GBM_4_AutoML_20190416_022142	heat_type_district	6.398761849470321e+19	0.12904598834267453	0.03477014764529897
-1574	GBM_4_AutoML_20190416_022142	total_household_count_of_area_type	4.530076746976644e+19	0.0913595856251722	0.02461592430572363
-1575	GBM_4_AutoML_20190416_022142	heat_fuel_cogeneration	3.868774598841467e+19	0.07802288216490795	0.021022483282329887
-1576	GBM_4_AutoML_20190416_022142	room_count	3.719271803789509e+19	0.07500780887396037	0.02021010201551156
-1577	GBM_4_AutoML_20190416_022142	heat_type_individual	3.3924465903819293e+19	0.06841661456611504	0.018434170797610627
-1578	GBM_4_AutoML_20190416_022142	heat_fuel_gas	2.6186127256787616e+19	0.05281044602400592	0.014229245163303934
-1579	GBM_4_AutoML_20190416_022142	front_door_structure_stairway	1.5194500828934177e+19	0.030643262289964883	0.008256519771280313
-1580	GBM_4_AutoML_20190416_022142	front_door_structure_corridor	9.45886543729184e+18	0.01907601294861023	0.005139840418328388
-1581	GBM_4_AutoML_20190416_022142	heat_type_central	2.583463647913181e+18	0.005210158271790111	0.0014038249053078878
-1582	GBM_4_AutoML_20190416_022142	front_door_structure_mixed	2.2634873474106e+18	0.004564851274655872	0.001229953405270857
-1583	GBM_4_AutoML_20190416_021340	supply_area	4.738434552283917e+20	1.0	0.2564043808855668
-1584	GBM_4_AutoML_20190416_021340	city	3.558599114091439e+20	0.7510073368801096	0.1925615712532628
-1585	GBM_4_AutoML_20190416_021340	exclusive_use_area	3.046667203886375e+20	0.6429691431356558	0.1648601050742212
-1586	GBM_4_AutoML_20190416_021340	apartment_building_count_in_sites	1.3235059837660614e+20	0.27931291846758416	0.0716170559330217
-1587	GBM_4_AutoML_20190416_021340	total_parking_capacity_in_site	9.561616997930762e+19	0.2017885209224232	0.051739460776928155
-1588	GBM_4_AutoML_20190416_021340	total_household_count_in_sites	7.738088398185195e+19	0.16330474364060701	0.041872051688846036
-1589	GBM_4_AutoML_20190416_021340	room_count	6.957873627701392e+19	0.1468390784114072	0.037650182989884054
-1590	GBM_4_AutoML_20190416_021340	floor	5.7883411412267565e+19	0.12215724576034898	0.03132165296986831
-1591	GBM_4_AutoML_20190416_021340	bathroom_count	5.1845337755219395e+19	0.10941448527600751	0.02805435335710767
-1592	GBM_4_AutoML_20190416_021340	heat_fuel_cogeneration	5.042806286896962e+19	0.10642346604674191	0.027287442923410996
-1593	GBM_4_AutoML_20190416_021340	heat_type_district	4.957701887883844e+19	0.10462742142326817	0.02682692921368636
-1594	GBM_4_AutoML_20190416_021340	total_household_count_of_area_type	4.012070430852304e+19	0.08467079974584629	0.021709963987919523
-1595	GBM_4_AutoML_20190416_021340	heat_type_individual	3.5379924629878473e+19	0.0746658505873536	0.01914465119314463
-1596	GBM_4_AutoML_20190416_021340	heat_fuel_gas	2.2747670722732098e+19	0.04800672135857139	0.01230913366829041
-1597	GBM_4_AutoML_20190416_021340	front_door_structure_stairway	1.289871945062626e+19	0.027221478545924202	0.006979706353357434
-1598	GBM_4_AutoML_20190416_021340	front_door_structure_corridor	7.343379776683377e+18	0.015497480646100473	0.003973621930349445
-1599	GBM_4_AutoML_20190416_021340	front_door_structure_mixed	5.996227893762458e+18	0.012654449117319319	0.003244656191374167
-1600	GBM_4_AutoML_20190416_021340	heat_type_central	4.514888863008686e+18	0.009528228813105622	0.002443079609760366
-1601	XRT_1_AutoML_20190416_020809	supply_area	9.494331108435522e+20	1.0	0.206812255042546
-1602	XRT_1_AutoML_20190416_020809	exclusive_use_area	8.231987614007291e+20	0.8670423982468165	0.17931499359892136
-1603	XRT_1_AutoML_20190416_020809	city	6.835119487647178e+20	0.7199158539535567	0.14888742119701528
-1604	XRT_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.002703979117659e+20	0.31626282513465503	0.0654070280522244
-1605	XRT_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.7439720046033633e+20	0.28901161896127675	0.05977114465087869
-1606	XRT_1_AutoML_20190416_020809	room_count	2.4799319397938862e+20	0.2612013328238065	0.05401963666141001
-1607	XRT_1_AutoML_20190416_020809	floor	2.4391087443122376e+20	0.2569015885853337	0.05313039685934526
-1608	XRT_1_AutoML_20190416_020809	total_household_count_in_sites	2.2828718363643373e+20	0.2404457786748191	0.049727133703200255
-1609	XRT_1_AutoML_20190416_020809	heat_fuel_gas	1.7674512197448054e+20	0.18615858237495642	0.038499876216488295
-1610	XRT_1_AutoML_20190416_020809	total_household_count_of_area_type	1.731447579551885e+20	0.18236646265828338	0.037715619386491844
-1611	XRT_1_AutoML_20190416_020809	bathroom_count	1.4676994570698149e+20	0.15458692564090099	0.03197047069188911
-1612	XRT_1_AutoML_20190416_020809	heat_type_district	1.030771568182328e+20	0.1085670550573603	0.022452997479740933
-1613	XRT_1_AutoML_20190416_020809	heat_fuel_cogeneration	9.588809239899616e+19	0.10099510044873147	0.020887024472050607
-1614	XRT_1_AutoML_20190416_020809	front_door_structure_stairway	4.474503031262334e+19	0.04712815447616766	0.009746679903209692
-1615	XRT_1_AutoML_20190416_020809	heat_type_individual	4.172101269642543e+19	0.043943077421596505	0.009087966935069561
-1616	XRT_1_AutoML_20190416_020809	front_door_structure_corridor	2.5147933193469428e+19	0.026487314278649917	0.005477901195988217
-1617	XRT_1_AutoML_20190416_020809	heat_type_central	2.2021658796865094e+19	0.023194534238751473	0.004796913930577735
-1618	XRT_1_AutoML_20190416_020809	front_door_structure_mixed	1.0533767795814957e+19	0.011094797174764547	0.0022945400229527242
-1619	GBM_3_AutoML_20190416_023643	supply_area	4.32773863589005e+20	1.0	0.2368136111724047
-1620	GBM_3_AutoML_20190416_023643	exclusive_use_area	4.114013278698765e+20	0.9506150035450721	0.22511857182417683
-1621	GBM_3_AutoML_20190416_023643	city	3.672456445858341e+20	0.8485855442846211	0.20095660713074168
-1622	GBM_3_AutoML_20190416_023643	total_parking_capacity_in_site	1.1193009019355031e+20	0.25863412652813905	0.06124808147554925
-1623	GBM_3_AutoML_20190416_023643	apartment_building_count_in_sites	1.0143883171628843e+20	0.2343922317190173	0.055507270824139546
-1624	GBM_3_AutoML_20190416_023643	total_household_count_in_sites	7.2510025480571716e+19	0.16754714547510835	0.039677444561588636
-1625	GBM_3_AutoML_20190416_023643	heat_type_district	6.030985325486224e+19	0.13935650539224123	0.033001517282303335
-1626	GBM_3_AutoML_20190416_023643	heat_fuel_cogeneration	5.381812110019369e+19	0.1243562184044078	0.02944924515209207
-1627	GBM_3_AutoML_20190416_023643	floor	4.9545726777911935e+19	0.1144841011585772	0.027111393417189548
-1628	GBM_3_AutoML_20190416_023643	total_household_count_of_area_type	3.3781830658394423e+19	0.07805885128607541	0.018485398457025227
-1629	GBM_3_AutoML_20190416_023643	bathroom_count	3.2696779807546933e+19	0.07555165077759475	0.01789165925067863
-1630	GBM_3_AutoML_20190416_023643	room_count	2.9005662098498257e+19	0.06702267520952754	0.015871881746803422
-1631	GBM_3_AutoML_20190416_023643	heat_type_individual	2.814297867827544e+19	0.06502929369367406	0.01539982187158984
-1632	GBM_3_AutoML_20190416_023643	heat_fuel_gas	1.622849475783426e+19	0.03749878660243234	0.008880223069905392
-1633	GBM_3_AutoML_20190416_023643	front_door_structure_stairway	1.1670314273749336e+19	0.026966310250270464	0.006385989310361982
-1634	GBM_3_AutoML_20190416_023643	front_door_structure_corridor	7.654860975471854e+18	0.017687900355141346	0.004188735557158682
-1635	GBM_3_AutoML_20190416_023643	heat_type_central	4.4812594752394363e+18	0.010354736855123907	0.002452142627401882
-1636	GBM_3_AutoML_20190416_023643	front_door_structure_mixed	2.8516207900324004e+18	0.006589170534430694	0.0015604052688893367
-1637	XGBoost_grid_1_AutoML_20190416_022142_model_11	supply_area	9.833616823237896e+20	1.0	0.22246110815806783
-1638	XGBoost_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	8.087503693711944e+20	0.8224342923958865	0.18295964407358528
-1639	XGBoost_grid_1_AutoML_20190416_022142_model_11	city	4.435926709782278e+20	0.4510981858983671	0.10035180232304483
-1640	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	3.7637933165823446e+20	0.38274760794910123	0.08514645700920676
-1641	XGBoost_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	3.4281562211655824e+20	0.34861600597091397	0.07755350300992911
-1642	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	2.6465255435879947e+20	0.26913043198245934	0.05987105413787741
-1643	XGBoost_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	2.161876651031774e+20	0.2198455247842306	0.04890707906709191
-1644	XGBoost_grid_1_AutoML_20190416_022142_model_11	floor	1.8745044217153087e+20	0.19062207277444987	0.04240599754879197
-1645	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	1.766968666081607e+20	0.17968654848397894	0.03997326869684433
-1646	XGBoost_grid_1_AutoML_20190416_022142_model_11	bathroom_count	1.583944664209456e+20	0.16107447470054193	0.03583280613786122
-1647	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	1.2468466257026351e+20	0.12679430652170645	0.028206801936952547
-1648	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_district	9.753765890782292e+19	0.09918798002921053	0.022065467953258477
-1649	XGBoost_grid_1_AutoML_20190416_022142_model_11	room_count	9.387785089188679e+19	0.09546624866452323	0.021237527469603498
-1650	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	7.570300284958671e+19	0.07698388518728161	0.01712592040907613
-1651	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.3082795269808456e+19	0.02347335236335559	0.005221907978936885
-1652	XGBoost_grid_1_AutoML_20190416_022142_model_11	heat_type_central	1.8885275490354987e+19	0.01920481124068923	0.0042723235905702435
-1653	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	1.6021122466789196e+19	0.01629219721977529	0.0036243802478410025
-1654	XGBoost_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.230168573625552e+19	0.01250982823246205	0.002782950251460591
-1655	GBM_3_AutoML_20190416_020809	supply_area	6.102433790082364e+20	1.0	0.3350493530209352
-1656	GBM_3_AutoML_20190416_020809	city	3.591136565868028e+20	0.5884761210689938	0.1971685436324359
-1657	GBM_3_AutoML_20190416_020809	exclusive_use_area	2.4261489326970372e+20	0.3975707096798	0.13320580905829105
-1658	GBM_3_AutoML_20190416_020809	total_parking_capacity_in_site	9.530626602994919e+19	0.156177468381288	0.052327159737598106
-1659	GBM_3_AutoML_20190416_020809	apartment_building_count_in_sites	8.69779844190343e+19	0.1425299928044944	0.047754581875224404
-1660	GBM_3_AutoML_20190416_020809	heat_fuel_gas	6.401145590679339e+19	0.10489496176234536	0.03514498907362955
-1661	GBM_3_AutoML_20190416_020809	total_household_count_in_sites	6.06160848353839e+19	0.0993309995987122	0.03328078715047129
-1662	GBM_3_AutoML_20190416_020809	floor	5.431199533511161e+19	0.08900054831136243	0.02981957613023047
-1663	GBM_3_AutoML_20190416_020809	bathroom_count	5.0670892210987205e+19	0.08303390737862197	0.027820456946007547
-1664	GBM_3_AutoML_20190416_020809	heat_type_district	4.756010553517172e+19	0.07793629094750049	0.026112503858811406
-1665	GBM_3_AutoML_20190416_020809	total_household_count_of_area_type	3.9339910315313725e+19	0.06446593550797503	0.021599269983836364
-1666	GBM_3_AutoML_20190416_020809	heat_fuel_cogeneration	3.1947563788287345e+19	0.05235216781902381	0.01754055995700735
-1667	GBM_3_AutoML_20190416_020809	room_count	2.9376210711198302e+19	0.04813851607688121	0.016128778666946935
-1668	GBM_3_AutoML_20190416_020809	front_door_structure_corridor	1.530392092759556e+19	0.02507838913790002	0.00840249805546065
-1669	GBM_3_AutoML_20190416_020809	heat_type_individual	1.437848727926394e+19	0.02356188985226151	0.007894395950950758
-1670	GBM_3_AutoML_20190416_020809	front_door_structure_stairway	1.1921631845533352e+19	0.0195358643053339	0.006545478696206904
-1671	GBM_3_AutoML_20190416_020809	heat_type_central	4.98625829392928e+18	0.008170933869094843	0.0027376661064170736
-1672	GBM_3_AutoML_20190416_020809	front_door_structure_mixed	2.6730043014664684e+18	0.004380226633201032	0.0014675920995390747
-1673	GBM_2_AutoML_20190416_030706	supply_area	5.355198299127656e+20	1.0	0.3025612223386849
-1674	GBM_2_AutoML_20190416_030706	city	3.652145915226342e+20	0.681981452642242	0.20634114192374864
-1675	GBM_2_AutoML_20190416_030706	exclusive_use_area	2.2427373749663275e+20	0.41879632642766224	0.12671152843490435
-1676	GBM_2_AutoML_20190416_030706	apartment_building_count_in_sites	1.0113252536897608e+20	0.18884926331383514	0.05713846394599412
-1677	GBM_2_AutoML_20190416_030706	total_parking_capacity_in_site	8.57394505410423e+19	0.16010508995532244	0.04844159171952745
-1678	GBM_2_AutoML_20190416_030706	bathroom_count	6.569222215756992e+19	0.12267000863118545	0.03711518775574849
-1679	GBM_2_AutoML_20190416_030706	total_household_count_in_sites	6.411646806333902e+19	0.11972753291653715	0.03622490870682261
-1680	GBM_2_AutoML_20190416_030706	heat_fuel_gas	6.171900934725252e+19	0.11525065160949566	0.03487037802629892
-1681	GBM_2_AutoML_20190416_030706	room_count	5.6634986327672095e+19	0.1057570292717223	0.03199797604736037
-1682	GBM_2_AutoML_20190416_030706	floor	5.461408835386632e+19	0.10198331658934603	0.030856196925425617
-1683	GBM_2_AutoML_20190416_030706	heat_fuel_cogeneration	4.741714703332829e+19	0.08854414791895267	0.026790025625295637
-1684	GBM_2_AutoML_20190416_030706	heat_type_individual	2.6723865408584024e+19	0.04990266263891153	0.015098610605984093
-1685	GBM_2_AutoML_20190416_030706	total_household_count_of_area_type	2.448615913494361e+19	0.045724094173939966	0.013834337823596415
-1686	GBM_2_AutoML_20190416_030706	heat_type_district	2.2099275521693057e+19	0.04126696022683783	0.012485781928433946
-1687	GBM_2_AutoML_20190416_030706	front_door_structure_stairway	1.6853197682317984e+19	0.03147072571535458	0.009521821240323164
-1688	GBM_2_AutoML_20190416_030706	front_door_structure_corridor	7.445222041206129e+18	0.013902794304403127	0.004206446438663516
-1689	GBM_2_AutoML_20190416_030706	heat_type_central	6.689313844424081e+18	0.012491253303381406	0.003779368868013213
-1690	GBM_2_AutoML_20190416_030706	front_door_structure_mixed	3.5841800327649034e+18	0.0066928988107662684	0.0020250116451745724
-1691	GBM_grid_1_AutoML_20190416_023844_model_4	supply_area	1.1154070826608042e+21	1.0	0.3693420574268183
-1692	GBM_grid_1_AutoML_20190416_023844_model_4	city	5.086467805675017e+20	0.45601896247074614	0.1684269818245884
-1693	GBM_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	4.2474785091870523e+20	0.3808007475669502	0.14064573157604784
-1694	GBM_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	1.5598898126997632e+20	0.139849373107677	0.051652255193440175
-1695	GBM_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	1.5171546984388074e+20	0.13601802624559584	0.050237177660683335
-1696	GBM_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	1.1573265879923687e+20	0.10375822477579805	0.038322276213647526
-1697	GBM_grid_1_AutoML_20190416_023844_model_4	floor	1.0230098956995317e+20	0.09171628113200976	0.033874679972832965
-1698	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	8.649510530039415e+19	0.07754577377620736	0.02864091563125904
-1699	GBM_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	7.978352799477504e+19	0.07152861877517525	0.026418527223321768
-1700	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_district	7.652413572539587e+19	0.06860646387760737	0.025339252521334194
-1701	GBM_grid_1_AutoML_20190416_023844_model_4	bathroom_count	6.25271196073423e+19	0.05605766771552483	0.020704454328600873
-1702	GBM_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	5.322686971747343e+19	0.047719680594550916	0.017624885010542053
-1703	GBM_grid_1_AutoML_20190416_023844_model_4	room_count	3.1721297489430577e+19	0.028439211102873226	0.010503796740330812
-1704	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	1.8704742278143934e+19	0.016769431151112797	0.006193656203229378
-1705	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	1.4511093879131865e+19	0.013009684181416209	0.0048050235220373945
-1706	GBM_grid_1_AutoML_20190416_023844_model_4	heat_type_central	1.1058343693915259e+19	0.009914177402868533	0.003661722679669934
-1707	GBM_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	1.0891893026632761e+19	0.009764948776055953	0.003606606271615997
-1708	GBM_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	0.0	0.0	0.0
-1709	DRF_1_AutoML_20190416_020809	supply_area	1.1170797477099072e+21	1.0	0.2156242144548846
-1710	DRF_1_AutoML_20190416_020809	city	8.535736409312503e+20	0.7641116425941271	0.1647609726901902
-1711	DRF_1_AutoML_20190416_020809	exclusive_use_area	8.532812587991921e+20	0.7638499046719621	0.1647045356563303
-1712	DRF_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.478747477948393e+20	0.31141442543203135	0.067148490853701
-1713	DRF_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.8327627582411584e+20	0.25358643946849124	0.05467937680680457
-1714	DRF_1_AutoML_20190416_020809	total_household_count_in_sites	2.78551524825981e+20	0.24935688378294513	0.0537673821846155
-1715	DRF_1_AutoML_20190416_020809	floor	2.66502443090114e+20	0.23857065141182884	0.051441609302665704
-1716	DRF_1_AutoML_20190416_020809	heat_fuel_cogeneration	2.517990171394934e+20	0.22540827336248756	0.04860348187541827
-1717	DRF_1_AutoML_20190416_020809	room_count	2.208323892469962e+20	0.19768721946639733	0.042626151405212295
-1718	DRF_1_AutoML_20190416_020809	bathroom_count	2.0065042231060962e+20	0.1796204995408405	0.0387305291134877
-1719	DRF_1_AutoML_20190416_020809	total_household_count_of_area_type	1.8004527533892462e+20	0.16117495255645822	0.0347532225347896
-1720	DRF_1_AutoML_20190416_020809	heat_fuel_gas	1.029050964426254e+20	0.09211974046936948	0.019863246674495637
-1721	DRF_1_AutoML_20190416_020809	heat_type_individual	5.433164580692322e+19	0.04863721316074967	0.010487360881061423
-1722	DRF_1_AutoML_20190416_020809	front_door_structure_mixed	4.485443171958705e+19	0.04015329416860508	0.00865802251288137
-1723	DRF_1_AutoML_20190416_020809	heat_type_district	3.921345768202646e+19	0.03510354364799544	0.0075691740236817715
-1724	DRF_1_AutoML_20190416_020809	front_door_structure_corridor	3.179746505793313e+19	0.02846481204508469	0.006137702736827323
-1725	DRF_1_AutoML_20190416_020809	front_door_structure_stairway	3.11031278630391e+19	0.027843247473425883	0.006003678364330407
-1726	DRF_1_AutoML_20190416_020809	heat_type_central	2.3006605711073346e+19	0.0205953118013629	0.0044408479286222905
-1727	GBM_3_AutoML_20190416_030706	supply_area	5.822009418722281e+20	1.0	0.3215519768312836
-1728	GBM_3_AutoML_20190416_030706	city	3.428690319933891e+20	0.5889187174634224	0.18936797779330766
-1729	GBM_3_AutoML_20190416_030706	exclusive_use_area	2.5558814531504203e+20	0.4390033181552879	0.1411623847883258
-1730	GBM_3_AutoML_20190416_030706	apartment_building_count_in_sites	9.774988224416973e+19	0.167897155799556	0.05398766235169725
-1731	GBM_3_AutoML_20190416_030706	total_parking_capacity_in_site	8.922503434248756e+19	0.1532547062798624	0.04927935376298749
-1732	GBM_3_AutoML_20190416_030706	total_household_count_in_sites	7.447980935782544e+19	0.12792801248021865	0.04113550530511143
-1733	GBM_3_AutoML_20190416_030706	heat_type_district	6.462343088467398e+19	0.11099849937868439	0.03569178690052198
-1734	GBM_3_AutoML_20190416_030706	bathroom_count	5.959205687987798e+19	0.10235651060309736	0.0329129383259782
-1735	GBM_3_AutoML_20190416_030706	floor	5.705295027980835e+19	0.09799529024521812	0.031510579298505294
-1736	GBM_3_AutoML_20190416_030706	heat_type_individual	3.992613033282529e+19	0.06857792123185473	0.022051366139082946
-1737	GBM_3_AutoML_20190416_030706	total_household_count_of_area_type	3.846058688611615e+19	0.06606067445105035	0.02124194046054311
-1738	GBM_3_AutoML_20190416_030706	heat_fuel_gas	3.597675273557482e+19	0.061794391159659796	0.019870108634474207
-1739	GBM_3_AutoML_20190416_030706	heat_fuel_cogeneration	3.053620647361826e+19	0.052449599918922576	0.01686527253793949
-1740	GBM_3_AutoML_20190416_030706	front_door_structure_stairway	1.2584768198965985e+19	0.021615849947779514	0.006950619281596902
-1741	GBM_3_AutoML_20190416_030706	room_count	1.2323628689811046e+19	0.021167311495891798	0.006806390855707564
-1742	GBM_3_AutoML_20190416_030706	front_door_structure_corridor	7.883257028351623e+18	0.013540440183763412	0.004353955308254874
-1743	GBM_3_AutoML_20190416_030706	heat_type_central	5.399928103403258e+18	0.009275024677971658	0.002982402520360726
-1744	GBM_3_AutoML_20190416_030706	front_door_structure_mixed	4.1241389231715123e+18	0.007083703626293018	0.002277778904321452
-1745	XGBoost_grid_1_AutoML_20190416_030706_model_7	supply_area	1.1938348776341593e+21	1.0	0.29268449924777307
-1746	XGBoost_grid_1_AutoML_20190416_030706_model_7	city	7.964750345306102e+20	0.6671567814378122	0.19526644849488206
-1747	XGBoost_grid_1_AutoML_20190416_030706_model_7	exclusive_use_area	6.714655938176877e+20	0.5624442763377304	0.16461872137468472
-1748	XGBoost_grid_1_AutoML_20190416_030706_model_7	total_parking_capacity_in_site	2.3261262719573243e+20	0.1948448914951324	0.0570280794982395
-1749	XGBoost_grid_1_AutoML_20190416_030706_model_7	apartment_building_count_in_sites	2.2213984051381718e+20	0.1860725002054179	0.05446053654640389
-1750	XGBoost_grid_1_AutoML_20190416_030706_model_7	heat_fuel_cogeneration	2.0436627903128325e+20	0.1711847114370448	0.05010311154582599
-1751	XGBoost_grid_1_AutoML_20190416_030706_model_7	total_household_count_in_sites	1.643062853567995e+20	0.1376289874211145	0.04028187126532696
-1752	XGBoost_grid_1_AutoML_20190416_030706_model_7	total_household_count_of_area_type	1.128269222459086e+20	0.09450797958717659	0.02766102068039154
-1753	XGBoost_grid_1_AutoML_20190416_030706_model_7	bathroom_count	1.0026754396945121e+20	0.08398778243784678	0.024581922045752096
-1754	XGBoost_grid_1_AutoML_20190416_030706_model_7	heat_type_individual	8.335353669704745e+19	0.06981998788830028	0.02043522819257275
-1755	XGBoost_grid_1_AutoML_20190416_030706_model_7	floor	8.217581021011798e+19	0.06883348086878399	0.020146492879561207
-1756	XGBoost_grid_1_AutoML_20190416_030706_model_7	heat_type_district	7.838635657912753e+19	0.06565929514010091	0.019217457919042176
-1757	XGBoost_grid_1_AutoML_20190416_030706_model_7	room_count	5.376387999257225e+19	0.04503460319329667	0.013180930284452197
-1758	XGBoost_grid_1_AutoML_20190416_030706_model_7	front_door_structure_stairway	3.198694829479428e+19	0.026793444297911032	0.00784202582745719
-1759	XGBoost_grid_1_AutoML_20190416_030706_model_7	heat_fuel_gas	2.871083025453338e+19	0.024049247339322222	0.007038841914795364
-1760	XGBoost_grid_1_AutoML_20190416_030706_model_7	front_door_structure_corridor	1.130750842193209e+19	0.009471584918293181	0.0027721860888933994
-1761	XGBoost_grid_1_AutoML_20190416_030706_model_7	heat_type_central	8.660224171340464e+18	0.007254122268987954	0.0021231691437808586
-1762	XGBoost_grid_1_AutoML_20190416_030706_model_7	front_door_structure_mixed	2.2738193207378575e+18	0.0019046346888808609	0.0005574570501650327
-1763	GBM_3_AutoML_20190416_021340	supply_area	3.9495949487090486e+20	1.0	0.21856462602590887
-1764	GBM_3_AutoML_20190416_021340	city	3.359772931104891e+20	0.8506626564840669	0.18592476538864627
-1765	GBM_3_AutoML_20190416_021340	exclusive_use_area	3.2979508227513254e+20	0.8350098847045777	0.18250362317839333
-1766	GBM_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.1500419276341667e+20	0.29117971401347514	0.06364158529968629
-1767	GBM_3_AutoML_20190416_021340	apartment_building_count_in_sites	9.92769103811041e+19	0.2513597259221567	0.05493834449415114
-1768	GBM_3_AutoML_20190416_021340	heat_fuel_gas	8.790487272124947e+19	0.22256680460354994	0.04864523041395643
-1769	GBM_3_AutoML_20190416_021340	total_household_count_in_sites	8.35578963262324e+19	0.21156067245210514	0.046239679256284166
-1770	GBM_3_AutoML_20190416_021340	room_count	7.3197893149047914e+19	0.18533012650568922	0.04050660979105035
-1771	GBM_3_AutoML_20190416_021340	total_household_count_of_area_type	5.1183137086182e+19	0.1295908510894555	0.02832397590474609
-1772	GBM_3_AutoML_20190416_021340	floor	4.986117226587436e+19	0.12624376148286248	0.027592420516605876
-1773	GBM_3_AutoML_20190416_021340	bathroom_count	4.979736100904475e+19	0.12608219742969173	0.027557108329745384
-1774	GBM_3_AutoML_20190416_021340	heat_type_district	4.970477333389299e+19	0.12584777421325022	0.02750587170711205
-1775	GBM_3_AutoML_20190416_021340	heat_type_individual	2.531103035028721e+19	0.06408512943475454	0.01400674234872909
-1776	GBM_3_AutoML_20190416_021340	heat_fuel_cogeneration	2.1285553354255106e+19	0.05389300328433028	0.011779104108252728
-1777	GBM_3_AutoML_20190416_021340	front_door_structure_stairway	1.8540422464396067e+19	0.04694259210164355	0.010259990087382508
-1778	GBM_3_AutoML_20190416_021340	front_door_structure_corridor	1.299036924235953e+19	0.03289038347237485	0.0071886743634883435
-1779	GBM_3_AutoML_20190416_021340	heat_type_central	5.246283448049467e+18	0.013283092358025854	0.0029032141136995284
-1780	GBM_3_AutoML_20190416_021340	front_door_structure_mixed	3.4667274519068017e+18	0.008777425272533135	0.001918434672161566
-1781	XGBoost_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.413198389263844e+20	1.0	0.2019751738695601
-1782	XGBoost_grid_1_AutoML_20190416_015849_model_4	city	7.599362752225907e+20	0.9032667958862731	0.18243746814973047
-1783	XGBoost_grid_1_AutoML_20190416_015849_model_4	supply_area	6.49953587247599e+20	0.7725404265719094	0.1560339869781255
-1784	XGBoost_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	3.240229804808434e+20	0.38513650277679407	0.0777880121118573
-1785	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	2.820988835887212e+20	0.3353051604592019	0.06772331808310805
-1786	XGBoost_grid_1_AutoML_20190416_015849_model_4	room_count	2.6598546151882673e+20	0.3161526083329416	0.06385497803736082
-1787	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	2.360621030353215e+20	0.28058544695268617	0.05667129443353702
-1788	XGBoost_grid_1_AutoML_20190416_015849_model_4	bathroom_count	1.5358242299565834e+20	0.1825493895302008	0.03687044469014436
-1789	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	1.4964826483835955e+20	0.17787321529149605	0.03592597358523761
-1790	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_district	1.3035554772214612e+20	0.1549417257157444	0.03129438199108717
-1791	XGBoost_grid_1_AutoML_20190416_015849_model_4	floor	1.1623613836773504e+20	0.13815927426133798	0.02790474344062598
-1792	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	1.010476166830327e+20	0.12010606669156935	0.0242584437028187
-1793	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	9.417183391287502e+19	0.11193345212570825	0.022607778454910007
-1794	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	2.849239467748963e+19	0.03386630548716054	0.006840152939088887
-1795	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	1.5195562957166608e+19	0.018061576886808945	0.0036479901320716646
-1796	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.724092602774716e+18	0.010369531537384888	0.0020943879352091996
-1797	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_central	5.953183113046655e+18	0.007076004674564151	0.0014291772744469146
-1798	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	2.6754518143498977e+18	0.0031800650484648803	0.0006422941910802052
-1799	GBM_grid_1_AutoML_20190416_023844_model_62	supply_area	3.680065770009993e+20	1.0	0.2337824823316256
-1800	GBM_grid_1_AutoML_20190416_023844_model_62	city	2.213028218940099e+20	0.6013556162432635	0.14058640872941455
-1801	GBM_grid_1_AutoML_20190416_023844_model_62	exclusive_use_area	1.763063728545328e+20	0.47908484215501956	0.1120016436464555
-1802	GBM_grid_1_AutoML_20190416_023844_model_62	apartment_building_count_in_sites	1.3048098880473583e+20	0.35456156753519524	0.08289028339777026
-1803	GBM_grid_1_AutoML_20190416_023844_model_62	room_count	1.1621414813517952e+20	0.315793671630124	0.07382702845830864
-1804	GBM_grid_1_AutoML_20190416_023844_model_62	total_parking_capacity_in_site	1.1170097835860086e+20	0.303529842506857	0.0709599600429804
-1805	GBM_grid_1_AutoML_20190416_023844_model_62	total_household_count_in_sites	8.790027236459885e+19	0.2388551668856727	0.055840153832267266
-1806	GBM_grid_1_AutoML_20190416_023844_model_62	total_household_count_of_area_type	8.043792213125523e+19	0.21857740366155687	0.05109956800960051
-1807	GBM_grid_1_AutoML_20190416_023844_model_62	heat_fuel_cogeneration	7.630399590532907e+19	0.2073441092470526	0.04847342055661572
-1808	GBM_grid_1_AutoML_20190416_023844_model_62	floor	6.433806803484751e+19	0.17482858203013257	0.040871859889522626
-1809	GBM_grid_1_AutoML_20190416_023844_model_62	bathroom_count	5.812823746740119e+19	0.15795434402587688	0.036926958641433076
-1810	GBM_grid_1_AutoML_20190416_023844_model_62	heat_fuel_gas	2.8719709910439297e+19	0.07804129519772499	0.01824468771569932
-1811	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_individual	2.407719358596907e+19	0.06542598717170126	0.015295449689997413
-1812	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_stairway	1.0597182128946938e+19	0.028796175914318406	0.006732041486907526
-1813	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_corridor	6.204698596923671e+18	0.016860292681418088	0.003941641075899661
-1814	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_central	5.542086710537486e+18	0.015059749083023691	0.003520705523920701
-1815	GBM_grid_1_AutoML_20190416_023844_model_62	heat_type_district	4.707510655811322e+18	0.012791919900384115	0.0029905267880991192
-1816	GBM_grid_1_AutoML_20190416_023844_model_62	front_door_structure_mixed	3.1721776326744474e+18	0.008619893857673727	0.0020151801834820964
-1817	GBM_grid_1_AutoML_20190416_030706_model_42	supply_area	6.792865167830816e+20	1.0	0.2976867459725123
-1818	GBM_grid_1_AutoML_20190416_030706_model_42	city	4.279607822247411e+20	0.6300151285961753	0.1875471535452493
-1819	GBM_grid_1_AutoML_20190416_030706_model_42	exclusive_use_area	3.4651012192337396e+20	0.5101089354229388	0.15185266907755704
-1820	GBM_grid_1_AutoML_20190416_030706_model_42	apartment_building_count_in_sites	1.4838336906958e+20	0.2184400328925764	0.06502670258191963
-1821	GBM_grid_1_AutoML_20190416_030706_model_42	total_parking_capacity_in_site	1.2527673638768135e+20	0.1844239997298317	0.05490058035880909
-1822	GBM_grid_1_AutoML_20190416_030706_model_42	total_household_count_in_sites	8.877651276319215e+19	0.13069082128056045	0.03890492531548521
-1823	GBM_grid_1_AutoML_20190416_030706_model_42	floor	7.392363239603123e+19	0.10882540808569804	0.03239588161216218
-1824	GBM_grid_1_AutoML_20190416_030706_model_42	heat_type_district	6.650377169003138e+19	0.09790238735338863	0.029144243114170704
-1825	GBM_grid_1_AutoML_20190416_030706_model_42	bathroom_count	6.294023691222332e+19	0.09265639072344814	0.027582579448020953
-1826	GBM_grid_1_AutoML_20190416_030706_model_42	total_household_count_of_area_type	6.151844083416013e+19	0.09056331800238718	0.02695949944060448
-1827	GBM_grid_1_AutoML_20190416_030706_model_42	heat_fuel_gas	5.067346946624271e+19	0.07459807932920359	0.022206859491309953
-1828	GBM_grid_1_AutoML_20190416_030706_model_42	heat_type_individual	4.474959988294838e+19	0.06587735628092614	0.01961081582454075
-1829	GBM_grid_1_AutoML_20190416_030706_model_42	heat_fuel_cogeneration	3.55200090083269e+19	0.05229017230687887	0.015566091240376749
-1830	GBM_grid_1_AutoML_20190416_030706_model_42	room_count	3.3863783857082335e+19	0.04985198884478396	0.01484027633946172
-1831	GBM_grid_1_AutoML_20190416_030706_model_42	front_door_structure_stairway	2.121823685435615e+19	0.031236063619869883	0.00929856213598944
-1832	GBM_grid_1_AutoML_20190416_030706_model_42	front_door_structure_corridor	8.434241546483663e+18	0.01241632409609124	0.0036961751171054966
-1833	GBM_grid_1_AutoML_20190416_030706_model_42	heat_type_central	4.4278300820771963e+18	0.006518354144649021	0.0019404276344170057
-1834	GBM_grid_1_AutoML_20190416_030706_model_42	front_door_structure_mixed	1.916352697385091e+18	0.0028211257695212656	0.0008398117503079853
-1835	XGBoost_grid_1_AutoML_20190416_030706_model_22	supply_area	8.218244598269393e+20	1.0	0.25253452136504023
-1836	XGBoost_grid_1_AutoML_20190416_030706_model_22	exclusive_use_area	6.377698725119341e+20	0.7760414829296227	0.1959772644510483
-1837	XGBoost_grid_1_AutoML_20190416_030706_model_22	city	6.134564862361327e+20	0.7464568362510348	0.18850611986231727
-1838	XGBoost_grid_1_AutoML_20190416_030706_model_22	total_parking_capacity_in_site	2.1274390672405273e+20	0.25886782046965673	0.06537306113911592
-1839	XGBoost_grid_1_AutoML_20190416_030706_model_22	apartment_building_count_in_sites	1.861062408280631e+20	0.22645497904413012	0.05718769974363961
-1840	XGBoost_grid_1_AutoML_20190416_030706_model_22	heat_fuel_cogeneration	1.3926956996350286e+20	0.16946389012664628	0.04279548238179038
-1841	XGBoost_grid_1_AutoML_20190416_030706_model_22	total_household_count_in_sites	1.2120691608770105e+20	0.1474851650353957	0.03724509556065761
-1842	XGBoost_grid_1_AutoML_20190416_030706_model_22	bathroom_count	8.380425729959841e+19	0.10197342789875834	0.025751810806365374
-1843	XGBoost_grid_1_AutoML_20190416_030706_model_22	heat_type_individual	7.560585879824944e+19	0.0919975767260208	0.023232564005249225
-1844	XGBoost_grid_1_AutoML_20190416_030706_model_22	floor	7.201473507467723e+19	0.08762787991226517	0.022129064711877106
-1845	XGBoost_grid_1_AutoML_20190416_030706_model_22	total_household_count_of_area_type	6.966301604230621e+19	0.08476629675511961	0.021406416178941092
-1846	XGBoost_grid_1_AutoML_20190416_030706_model_22	room_count	6.575596744370186e+19	0.0800121810167938	0.02020583783644898
-1847	XGBoost_grid_1_AutoML_20190416_030706_model_22	heat_type_district	4.819879424756076e+19	0.058648527275168366	0.014810777764199149
-1848	XGBoost_grid_1_AutoML_20190416_030706_model_22	front_door_structure_stairway	3.643941623342668e+19	0.04433965891097977	0.011197294540573416
-1849	XGBoost_grid_1_AutoML_20190416_030706_model_22	heat_fuel_gas	3.217383668421388e+19	0.03914928096809029	0.00988654493106216
-1850	XGBoost_grid_1_AutoML_20190416_030706_model_22	front_door_structure_corridor	1.519072730502765e+19	0.018484150871131932	0.004667886193080494
-1851	XGBoost_grid_1_AutoML_20190416_030706_model_22	front_door_structure_mixed	1.1888490366048928e+19	0.014465972901989824	0.0036531575428836414
-1852	XGBoost_grid_1_AutoML_20190416_030706_model_22	heat_type_central	1.1192861244992258e+19	0.013619528004008622	0.0034394009857100787
-1853	XGBoost_grid_1_AutoML_20190416_023844_model_8	exclusive_use_area	7.027933365131186e+20	1.0	0.21600079388822852
-1854	XGBoost_grid_1_AutoML_20190416_023844_model_8	supply_area	6.270605237042796e+20	0.8922402805004038	0.19272460892714294
-1855	XGBoost_grid_1_AutoML_20190416_023844_model_8	city	4.470308526343764e+20	0.6360772497535369	0.13739319092100497
-1856	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_parking_capacity_in_site	2.539890507879767e+20	0.36139934400649465	0.07806254521608785
-1857	XGBoost_grid_1_AutoML_20190416_023844_model_8	floor	2.4111927598095165e+20	0.343087026375713	0.0741070700699056
-1858	XGBoost_grid_1_AutoML_20190416_023844_model_8	apartment_building_count_in_sites	2.275836193399594e+20	0.32382722987828333	0.06994693873633508
-1859	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_household_count_in_sites	1.546007642770254e+20	0.21998040710526795	0.047515942574593587
-1860	XGBoost_grid_1_AutoML_20190416_023844_model_8	total_household_count_of_area_type	1.3787349805948312e+20	0.19617929040639037	0.04237488247220965
-1861	XGBoost_grid_1_AutoML_20190416_023844_model_8	room_count	9.720882576628069e+19	0.13831779659235025	0.029876753872818164
-1862	XGBoost_grid_1_AutoML_20190416_023844_model_8	bathroom_count	8.241218761790377e+19	0.11726375783069969	0.025329064785748107
-1863	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_fuel_cogeneration	7.433636267281927e+19	0.1057727198178005	0.022846991452362072
-1864	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_individual	6.7212292584923726e+19	0.09563592750949357	0.020657436266287684
-1865	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_district	4.578498359454597e+19	0.06514715097002251	0.01407183632908114
-1866	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_fuel_gas	4.025705254646029e+19	0.05728149436674238	0.012372848258320445
-1867	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_stairway	1.7663390417430774e+19	0.025133121644361326	0.005428774228071466
-1868	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_mixed	1.4328374837804794e+19	0.020387749987634287	0.004403770182923728
-1869	XGBoost_grid_1_AutoML_20190416_023844_model_8	front_door_structure_corridor	1.2110903976161968e+19	0.017232525334189622	0.003722239152883969
-1870	XGBoost_grid_1_AutoML_20190416_023844_model_8	heat_type_central	1.0295600383099142e+19	0.014649541832852823	0.003164312665995024
-1871	XGBoost_grid_1_AutoML_20190416_030706_model_19	supply_area	1.1609910403454206e+21	1.0	0.2656461217066193
-1872	XGBoost_grid_1_AutoML_20190416_030706_model_19	exclusive_use_area	9.155887003813512e+20	0.7886268442768889	0.2094956626558855
-1873	XGBoost_grid_1_AutoML_20190416_030706_model_19	city	8.787495369044373e+20	0.7568960537740151	0.20106650122011188
-1874	XGBoost_grid_1_AutoML_20190416_030706_model_19	total_parking_capacity_in_site	2.9626275719335956e+20	0.25518091604325804	0.06778782068043392
-1875	XGBoost_grid_1_AutoML_20190416_030706_model_19	heat_type_district	2.4804579461566143e+20	0.2136500506858884	0.05675530736712889
-1876	XGBoost_grid_1_AutoML_20190416_030706_model_19	apartment_building_count_in_sites	2.4103265205686895e+20	0.20760939893658126	0.05515063165734514
-1877	XGBoost_grid_1_AutoML_20190416_030706_model_19	total_household_count_in_sites	1.4382667622472745e+20	0.1238826754269661	0.03290895227381345
-1878	XGBoost_grid_1_AutoML_20190416_030706_model_19	total_household_count_of_area_type	1.4071601709226079e+20	0.12120336178511305	0.032197202996019546
-1879	XGBoost_grid_1_AutoML_20190416_030706_model_19	floor	1.3601348502510004e+20	0.1171529153098658	0.031121217598689868
-1880	XGBoost_grid_1_AutoML_20190416_030706_model_19	heat_type_individual	7.521147717150573e+19	0.06478213401985311	0.017209122658252418
-1881	XGBoost_grid_1_AutoML_20190416_030706_model_19	bathroom_count	2.727315942758836e+19	0.023491274678118092	0.006240366012186982
-1882	XGBoost_grid_1_AutoML_20190416_030706_model_19	front_door_structure_stairway	2.452412747047397e+19	0.021123442488563477	0.005611360574179706
-1883	XGBoost_grid_1_AutoML_20190416_030706_model_19	room_count	2.399527996969976e+19	0.020667928636693554	0.005490355086046817
-1884	XGBoost_grid_1_AutoML_20190416_030706_model_19	heat_fuel_cogeneration	2.3084536896226853e+19	0.01988347549121369	0.005281968150289533
-1885	XGBoost_grid_1_AutoML_20190416_030706_model_19	heat_type_central	1.1906448689465393e+19	0.010255418238131244	0.002724312081438895
-1886	XGBoost_grid_1_AutoML_20190416_030706_model_19	front_door_structure_corridor	1.1680226371073737e+19	0.010060565469651351	0.002672550199188414
-1887	XGBoost_grid_1_AutoML_20190416_030706_model_19	front_door_structure_mixed	1.154035859641598e+19	0.00994009272714324	0.0026405470823697742
-1888	GBM_3_AutoML_20190416_023844	supply_area	5.1228561869767285e+20	1.0	0.2813816706936355
-1889	GBM_3_AutoML_20190416_023844	city	3.424925592120386e+20	0.6685578253840496	0.1881199178618677
-1890	GBM_3_AutoML_20190416_023844	exclusive_use_area	3.2797724650679094e+20	0.6402234115815534	0.18014713316799655
-1891	GBM_3_AutoML_20190416_023844	apartment_building_count_in_sites	1.0239290874203524e+20	0.1998746500093784	0.05624106294894457
-1892	GBM_3_AutoML_20190416_023844	heat_type_district	8.639361597910391e+19	0.16864345362404054	0.04745317673227717
-1893	GBM_3_AutoML_20190416_023844	total_household_count_in_sites	8.332764099919007e+19	0.1626585599084837	0.04576913733966995
-1894	GBM_3_AutoML_20190416_023844	total_parking_capacity_in_site	7.366944289987546e+19	0.14380540895752092	0.04046420622724873
-1895	GBM_3_AutoML_20190416_023844	bathroom_count	5.4895726058297885e+19	0.10715843672881785	0.030152419955673002
-1896	GBM_3_AutoML_20190416_023844	floor	4.814107428514903e+19	0.09397311290434575	0.026442311509306447
-1897	GBM_3_AutoML_20190416_023844	total_household_count_of_area_type	4.320770634880647e+19	0.08434300080226466	0.023732574477055873
-1898	GBM_3_AutoML_20190416_023844	heat_type_individual	4.235454250025694e+19	0.08267759420600214	0.023263959586615323
-1899	GBM_3_AutoML_20190416_023844	heat_fuel_gas	3.656355769327236e+19	0.07137338304796424	0.020083161765092984
-1900	GBM_3_AutoML_20190416_023844	front_door_structure_stairway	2.231667975682995e+19	0.04356296359355779	0.01225781947632131
-1901	GBM_3_AutoML_20190416_023844	room_count	1.577091760077249e+19	0.030785399833915213	0.008662447238238632
-1902	GBM_3_AutoML_20190416_023844	heat_fuel_cogeneration	1.402049398984147e+19	0.027368509827553275	0.0077009970196721235
-1903	GBM_3_AutoML_20190416_023844	front_door_structure_corridor	6.761992112775889e+18	0.013199652432106438	0.003714140253921419
-1904	GBM_3_AutoML_20190416_023844	front_door_structure_mixed	5.052128386281898e+18	0.009861936782698226	0.0027749682481906434
-1905	GBM_3_AutoML_20190416_023844	heat_type_central	2.983785661103866e+18	0.005824457201607991	0.0016388954982720335
-1906	XRT_1_AutoML_20190416_015849	supply_area	1.3856047644295477e+21	1.0	0.24183329156384445
-1907	XRT_1_AutoML_20190416_015849	city	1.0793112242286389e+21	0.7789459533743668	0.18837506385486003
-1908	XRT_1_AutoML_20190416_015849	exclusive_use_area	8.787476369483445e+20	0.6341979036930666	0.1533701665529843
-1909	XRT_1_AutoML_20190416_015849	apartment_building_count_in_sites	3.428062278892105e+20	0.2474054915871652	0.05983088438149519
-1910	XRT_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.9779581065401414e+20	0.21492117976125494	0.051975096328448996
-1911	XRT_1_AutoML_20190416_015849	floor	2.7349641016611806e+20	0.19738414386783398	0.04773405721406972
-1912	XRT_1_AutoML_20190416_015849	total_household_count_in_sites	2.5591331928188702e+20	0.18469431244143153	0.04466523351083249
-1913	XRT_1_AutoML_20190416_015849	bathroom_count	2.3628724783231795e+20	0.17053004860992751	0.04123984296588117
-1914	XRT_1_AutoML_20190416_015849	total_household_count_of_area_type	1.8613252355401345e+20	0.1343330568227687	0.032486205297283105
-1915	XRT_1_AutoML_20190416_015849	room_count	1.4047756380652175e+20	0.10138357445989025	0.024517923522143374
-1916	XRT_1_AutoML_20190416_015849	heat_type_district	1.4009579577717188e+20	0.1011080499819508	0.024451292530736867
-1917	XRT_1_AutoML_20190416_015849	heat_fuel_gas	1.1994803684654868e+20	0.08656728089119352	0.02093485047964922
-1918	XRT_1_AutoML_20190416_015849	heat_type_individual	1.1448061412236277e+20	0.08262140623447865	0.019980606623317514
-1919	XRT_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1392588851591722e+20	0.08222105714454613	0.01988378888512454
-1920	XRT_1_AutoML_20190416_015849	front_door_structure_stairway	7.2665865860646175e+19	0.052443429559483834	0.012682567191266592
-1921	XRT_1_AutoML_20190416_015849	front_door_structure_mixed	4.138696347172104e+19	0.029869241600623403	0.007223377012794472
-1922	XRT_1_AutoML_20190416_015849	front_door_structure_corridor	3.109235045006364e+19	0.02243955220727343	0.005426630771503665
-1923	XRT_1_AutoML_20190416_015849	heat_type_central	1.9418263751919403e+19	0.014014287660099007	0.0033891213137643107
-1924	GBM_grid_1_AutoML_20190416_023844_model_23	supply_area	7.231201223250228e+20	1.0	0.3875933972730912
-1925	GBM_grid_1_AutoML_20190416_023844_model_23	city	2.6837226376821683e+20	0.3711309580285622	0.14384790885550747
-1926	GBM_grid_1_AutoML_20190416_023844_model_23	exclusive_use_area	2.2051061057205777e+20	0.3049432642851339	0.11819399577982115
-1927	GBM_grid_1_AutoML_20190416_023844_model_23	apartment_building_count_in_sites	1.0475100933989387e+20	0.1448597627225358	0.05614668756180155
-1928	GBM_grid_1_AutoML_20190416_023844_model_23	total_parking_capacity_in_site	9.804727814925058e+19	0.13558919897568691	0.05255347826452363
-1929	GBM_grid_1_AutoML_20190416_023844_model_23	floor	8.600475829877814e+19	0.11893564519024868	0.04609867077615548
-1930	GBM_grid_1_AutoML_20190416_023844_model_23	total_household_count_in_sites	8.188385908661787e+19	0.1132368697241332	0.043889863032947236
-1931	GBM_grid_1_AutoML_20190416_023844_model_23	total_household_count_of_area_type	6.598923103455779e+19	0.09125625051393249	0.03537032015909937
-1932	GBM_grid_1_AutoML_20190416_023844_model_23	heat_fuel_cogeneration	6.213374953129614e+19	0.08592452016342689	0.033303776679202854
-1933	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_individual	4.799008934842283e+19	0.0663653075980267	0.02572275503299286
-1934	GBM_grid_1_AutoML_20190416_023844_model_23	bathroom_count	3.7078104945815716e+19	0.05127516687905155	0.019873916126396277
-1935	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_district	3.1342966533429133e+19	0.04334406631176739	0.016799873913408068
-1936	GBM_grid_1_AutoML_20190416_023844_model_23	room_count	1.2879538470279709e+19	0.017811063573875636	0.0069034506396454635
-1937	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_stairway	1.1915088651836457e+19	0.016477329677296617	0.006386504187612123
-1938	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_corridor	8.395983489639383e+18	0.011610772858379423	0.00450025889714548
-1939	GBM_grid_1_AutoML_20190416_023844_model_23	heat_type_central	3.039737883696038e+18	0.004203641677018301	0.0016293037585142778
-1940	GBM_grid_1_AutoML_20190416_023844_model_23	front_door_structure_mixed	2.2123805351230833e+18	0.0030594924229320206	0.001185839062135503
-1941	GBM_grid_1_AutoML_20190416_023844_model_23	heat_fuel_gas	0.0	0.0	0.0
-1942	XGBoost_grid_1_AutoML_20190416_020809_model_2	supply_area	8.618346500227313e+20	1.0	0.23948476962851303
-1943	XGBoost_grid_1_AutoML_20190416_020809_model_2	city	7.929333052674041e+20	0.9200527099328045	0.2203386112843468
-1944	XGBoost_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	6.259336386350185e+20	0.7262804281755314	0.17393310102731493
-1945	XGBoost_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	2.0722319726833828e+20	0.24044426301828623	0.05758273893743188
-1946	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	1.7653533515590087e+20	0.20483666460990477	0.04905526143557603
-1947	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	1.594452652855646e+20	0.1850067936829404	0.04430630936486882
-1948	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	1.49646857463476e+20	0.1736375503810725	0.041583548751870474
-1949	XGBoost_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.393663885593983e+20	0.16170896419135902	0.03872683403623308
-1950	XGBoost_grid_1_AutoML_20190416_020809_model_2	room_count	1.3442092599515021e+20	0.1559706679136245	0.03735259947409967
-1951	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	8.416441332839272e+19	0.09765726328846587	0.023387427201189293
-1952	XGBoost_grid_1_AutoML_20190416_020809_model_2	floor	6.99349604522273e+19	0.08114661025799175	0.019433377263769886
-1953	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_district	6.962890039551957e+19	0.08079148406679063	0.019348329949681036
-1954	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	6.635766858493251e+19	0.07699582348328915	0.01843932704925316
-1955	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	2.3231194155186127e+19	0.026955511889169684	0.006455434554996446
-1956	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	1.7902913527983636e+19	0.02077302592499784	0.004974823328135236
-1957	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.363238177839933e+19	0.015817862252393507	0.003788137097530011
-1958	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_central	3.8205604642076754e+18	0.004433055069330186	0.0010616491720290514
-1959	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.690824086417834e+18	0.0031222045740988275	0.0007477204431611473
-1960	GBM_grid_1_AutoML_20190416_030706_model_11	supply_area	1.1657806185491291e+21	1.0	0.3868613898188734
-1961	GBM_grid_1_AutoML_20190416_030706_model_11	city	4.985827835127005e+20	0.4276814827589183	0.1654534528199117
-1962	GBM_grid_1_AutoML_20190416_030706_model_11	exclusive_use_area	3.589076872725948e+20	0.3078689777149263	0.11910262060091215
-1963	GBM_grid_1_AutoML_20190416_030706_model_11	apartment_building_count_in_sites	1.751628983538318e+20	0.1502537403408118	0.05812737081373058
-1964	GBM_grid_1_AutoML_20190416_030706_model_11	total_parking_capacity_in_site	1.6146152332030116e+20	0.1385007785780895	0.05358060369171576
-1965	GBM_grid_1_AutoML_20190416_030706_model_11	heat_fuel_cogeneration	9.988207278493899e+19	0.08567827530813396	0.03314561666298877
-1966	GBM_grid_1_AutoML_20190416_030706_model_11	total_household_count_in_sites	9.879206093762698e+19	0.08474326933019226	0.03278389895087329
-1967	GBM_grid_1_AutoML_20190416_030706_model_11	floor	9.64558450192076e+19	0.08273927657096547	0.032008631526851856
-1968	GBM_grid_1_AutoML_20190416_030706_model_11	heat_type_district	7.945853874588353e+19	0.06815908369172714	0.02636811784576247
-1969	GBM_grid_1_AutoML_20190416_030706_model_11	heat_type_individual	7.653784003832447e+19	0.06565372491230773	0.02539889126636136
-1970	GBM_grid_1_AutoML_20190416_030706_model_11	total_household_count_of_area_type	7.599810297438876e+19	0.06519074152130966	0.025219780868256794
-1971	GBM_grid_1_AutoML_20190416_030706_model_11	bathroom_count	6.569859492696451e+19	0.0563558819572156	0.0218019148184368
-1972	GBM_grid_1_AutoML_20190416_030706_model_11	front_door_structure_stairway	2.4961042605026574e+19	0.021411440718659237	0.00828325971444493
-1973	GBM_grid_1_AutoML_20190416_030706_model_11	room_count	1.8504714724772413e+19	0.01587323929591696	0.00614074341494599
-1974	GBM_grid_1_AutoML_20190416_030706_model_11	front_door_structure_corridor	9.635361242805699e+18	0.008265158203434	0.0031974705896533405
-1975	GBM_grid_1_AutoML_20190416_030706_model_11	heat_type_central	5.03191441476105e+18	0.004316347634105903	0.001669828244671616
-1976	GBM_grid_1_AutoML_20190416_030706_model_11	front_door_structure_mixed	2.5807286127390884e+18	0.0022137343610592283	0.0008564083516091689
-1977	GBM_grid_1_AutoML_20190416_030706_model_11	heat_fuel_gas	0.0	0.0	0.0
-1978	DRF_1_AutoML_20190416_030706	supply_area	8.967106662745768e+20	1.0	0.2106666307063032
-1979	DRF_1_AutoML_20190416_030706	exclusive_use_area	7.410063793513573e+20	0.8263606168864928	0.17408660690785968
-1980	DRF_1_AutoML_20190416_030706	city	6.988932192358158e+20	0.7793965718500906	0.16419284977570173
-1981	DRF_1_AutoML_20190416_030706	apartment_building_count_in_sites	3.62109254026446e+20	0.4038195012565698	0.08507129374322132
-1982	DRF_1_AutoML_20190416_030706	room_count	2.3177886313034337e+20	0.25847675493063854	0.05445242707713646
-1983	DRF_1_AutoML_20190416_030706	total_parking_capacity_in_site	2.2007464101750505e+20	0.24542435960064427	0.05170272293031988
-1984	DRF_1_AutoML_20190416_030706	floor	2.0638076025522933e+20	0.2301531229829652	0.04848558296535471
-1985	DRF_1_AutoML_20190416_030706	total_household_count_in_sites	1.9574141075584555e+20	0.21828825965577248	0.045986052184424246
-1986	DRF_1_AutoML_20190416_030706	total_household_count_of_area_type	1.4924934442761637e+20	0.16644091571663713	0.03506354692569573
-1987	DRF_1_AutoML_20190416_030706	heat_fuel_gas	1.4065476989654716e+20	0.1568563586746475	0.033044400586847406
-1988	DRF_1_AutoML_20190416_030706	bathroom_count	1.0408470529346162e+20	0.11607390121262416	0.024452897681399813
-1989	DRF_1_AutoML_20190416_030706	heat_fuel_cogeneration	1.0114857823874161e+20	0.11279957074556474	0.023763105514085406
-1990	DRF_1_AutoML_20190416_030706	heat_type_individual	5.139079085220377e+19	0.05731033741988264	0.012073375688888046
-1991	DRF_1_AutoML_20190416_030706	front_door_structure_stairway	5.091889805374836e+19	0.05678408874658882	0.011962512653971575
-1992	DRF_1_AutoML_20190416_030706	heat_type_district	4.772923241375623e+19	0.05322701536723031	0.011213155989967033
-1993	DRF_1_AutoML_20190416_030706	front_door_structure_mixed	2.708376415165743e+19	0.030203459343444747	0.006362861015558318
-1994	DRF_1_AutoML_20190416_030706	heat_type_central	1.7288321712428941e+19	0.019279710125735452	0.004061591573182885
-1995	DRF_1_AutoML_20190416_030706	front_door_structure_corridor	1.4295100317413409e+19	0.01594170879755788	0.0033583860800825505
-1996	GBM_3_AutoML_20190416_015849	supply_area	4.7151231465564615e+20	1.0	0.2628691120651018
-1997	GBM_3_AutoML_20190416_015849	city	3.4413158800142474e+20	0.7298464479188633	0.19185408770830012
-1998	GBM_3_AutoML_20190416_015849	exclusive_use_area	3.3681964216266785e+20	0.7143390144723012	0.18777766244779368
-1999	GBM_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.0320214930007838e+20	0.21887476974052894	0.05753541637514644
-2000	GBM_3_AutoML_20190416_015849	apartment_building_count_in_sites	9.258548492459888e+19	0.19635857229352685	0.051616603545170496
-2001	GBM_3_AutoML_20190416_015849	total_household_count_in_sites	8.674992811524751e+19	0.18398231693821726	0.0483632682892293
-2002	GBM_3_AutoML_20190416_015849	floor	5.589223543678383e+19	0.11853823049691274	0.031160039396491816
-2003	GBM_3_AutoML_20190416_015849	bathroom_count	5.327604427551408e+19	0.11298971971585202	0.02970150729419074
-2004	GBM_3_AutoML_20190416_015849	heat_type_individual	4.466693420072567e+19	0.09473121446116783	0.024901910230255918
-2005	GBM_3_AutoML_20190416_015849	heat_type_district	4.120463805555671e+19	0.08738825429331404	0.022971672811002777
-2006	GBM_3_AutoML_20190416_015849	heat_fuel_gas	4.120133512262687e+19	0.08738124931629186	0.022969831418912918
-2007	GBM_3_AutoML_20190416_015849	total_household_count_of_area_type	3.920547522760881e+19	0.0831483590332975	0.021857135308753196
-2008	GBM_3_AutoML_20190416_015849	room_count	2.903770186733165e+19	0.061584185534026614	0.01618858016858206
-2009	GBM_3_AutoML_20190416_015849	heat_fuel_cogeneration	2.582063199952883e+19	0.054761309931822454	0.014395056917300005
-2010	GBM_3_AutoML_20190416_015849	front_door_structure_stairway	1.091785359567618e+19	0.023154970201891088	0.006086726456865
-2011	GBM_3_AutoML_20190416_015849	heat_type_central	8.196000466488787e+18	0.017382367780732242	0.004569287584110118
-2012	GBM_3_AutoML_20190416_015849	front_door_structure_mixed	4.699382516102988e+18	0.009966616713998299	0.0026199156859019346
-2013	GBM_3_AutoML_20190416_015849	front_door_structure_corridor	4.5958324351443927e+18	0.009747004038485848	0.0025621862968917357
-2014	GBM_grid_1_AutoML_20190416_021340_model_12	supply_area	5.854372144907077e+21	1.0	0.34272268271486
-2015	GBM_grid_1_AutoML_20190416_021340_model_12	city	2.8581802301131074e+21	0.48821293887159845	0.16732164814618017
-2016	GBM_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	2.3299002532606887e+21	0.3979761100919337	0.13639544010713198
-2017	GBM_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	9.755632773565325e+20	0.1666384119781673	0.05711076359650156
-2018	GBM_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	9.082557142880852e+20	0.155141438194736	0.05317048989834156
-2019	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	7.258353706878621e+20	0.12398176144632209	0.0424913618905973
-2020	GBM_grid_1_AutoML_20190416_021340_model_12	floor	7.182010656320274e+20	0.12267772663834083	0.04204443958285241
-2021	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	6.141256226245181e+20	0.10490033899856666	0.03595172559928701
-2022	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	3.6215791401304483e+20	0.06186110227517714	0.021201202927447038
-2023	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_gas	3.3506267535803993e+20	0.05723289655399216	0.01961501184652626
-2024	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_district	3.22875794028887e+20	0.055151224766223306	0.018901575706890276
-2025	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	3.204732643651732e+20	0.05474084264423882	0.01876092844510554
-2026	GBM_grid_1_AutoML_20190416_021340_model_12	bathroom_count	3.018643907048783e+20	0.05156221422778542	0.017671540386864942
-2027	GBM_grid_1_AutoML_20190416_021340_model_12	room_count	2.028574851951839e+20	0.03465059619956971	0.011875545287185863
-2028	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.1024548005012308e+20	0.01883130715324093	0.006453916106586265
-2029	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	8.422365501489729e+19	0.014386453906618558	0.00493056407762999
-2030	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_central	2.958791727708006e+19	0.005053986413012645	0.001732115781872146
-2031	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	2.8168955739993276e+19	0.004811610031401649	0.0016490478981397048
-2032	GBM_grid_1_AutoML_20190416_023844_model_46	exclusive_use_area	5.494832405574278e+20	1.0	0.17812151042913002
-2033	GBM_grid_1_AutoML_20190416_023844_model_46	supply_area	4.2535421838728416e+20	0.7740986202887281	0.13788361546693384
-2034	GBM_grid_1_AutoML_20190416_023844_model_46	city	3.138443879261489e+20	0.571162803087073	0.10173638118680521
-2035	GBM_grid_1_AutoML_20190416_023844_model_46	total_household_count_in_sites	2.4199753068484703e+20	0.4404093024554318	0.07844637016040107
-2036	GBM_grid_1_AutoML_20190416_023844_model_46	apartment_building_count_in_sites	2.2859149327063004e+20	0.4160117659616579	0.07410064410938025
-2037	GBM_grid_1_AutoML_20190416_023844_model_46	total_parking_capacity_in_site	2.087990349254529e+20	0.3799916348925128	0.06768468395748888
-2038	GBM_grid_1_AutoML_20190416_023844_model_46	total_household_count_of_area_type	1.9129333206763124e+20	0.3481331512014309	0.062010002722451565
-2039	GBM_grid_1_AutoML_20190416_023844_model_46	floor	1.8958129570616076e+20	0.34501743040213284	0.06145502582760514
-2040	GBM_grid_1_AutoML_20190416_023844_model_46	bathroom_count	1.8368432457532834e+20	0.3342855814655753	0.059543452685328256
-2041	GBM_grid_1_AutoML_20190416_023844_model_46	heat_fuel_gas	1.1039723024694221e+20	0.2009110052837077	0.03578657172296894
-2042	GBM_grid_1_AutoML_20190416_023844_model_46	room_count	1.0985598025500669e+20	0.19992598890470686	0.035611119117743874
-2043	GBM_grid_1_AutoML_20190416_023844_model_46	heat_fuel_cogeneration	9.036240435463114e+19	0.16444979152223504	0.029292045255696047
-2044	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_district	7.945152825974483e+19	0.14459317845462322	0.02575515534408623
-2045	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_corridor	4.428940149016599e+19	0.08060191507430917	0.014356934856516412
-2046	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_stairway	3.8620284352980845e+19	0.07028473573425494	0.012519223289097737
-2047	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_individual	3.803314954179497e+19	0.06921621395260741	0.012328896575424256
-2048	GBM_grid_1_AutoML_20190416_023844_model_46	heat_type_central	2.525921256629338e+19	0.0459690318137255	0.008188073379625516
-2049	GBM_grid_1_AutoML_20190416_023844_model_46	front_door_structure_mixed	1.5980577975514956e+19	0.029082921545165466	0.005180293913316761
-2050	XGBoost_grid_1_AutoML_20190416_015849_model_1	supply_area	6.938442618410684e+20	1.0	0.24419937973032768
-2051	XGBoost_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	4.4443315525868585e+20	0.6405373362595993	0.15641882020871048
-2052	XGBoost_grid_1_AutoML_20190416_015849_model_1	city	4.3576685738511355e+20	0.6280470724494225	0.15336870553359716
-2053	XGBoost_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	2.434514017161157e+20	0.3508732652340945	0.08568303373412063
-2054	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.9192139070160293e+20	0.2766058628089719	0.06754698012772305
-2055	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.6302100024439446e+20	0.2349533017853738	0.057375450561580776
-2056	XGBoost_grid_1_AutoML_20190416_015849_model_1	room_count	1.1941409640791461e+20	0.17210504283923522	0.042027944709802714
-2057	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	1.0909358768839983e+20	0.15723065490075172	0.038395628401356775
-2058	XGBoost_grid_1_AutoML_20190416_015849_model_1	floor	9.076370850658333e+19	0.1308127969030803	0.031944403864521534
-2059	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	8.649875567899836e+19	0.12466595234135082	0.03044334823524846
-2060	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	8.110919597024503e+19	0.1168982730433301	0.028546485768727696
-2061	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_district	6.583434063252973e+19	0.0948834547652564	0.02317048080034622
-2062	XGBoost_grid_1_AutoML_20190416_015849_model_1	bathroom_count	4.9632174780134195e+19	0.07153215427398449	0.017468107704481123
-2063	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	2.648870845870506e+19	0.03817673491803345	0.009322734987112911
-2064	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	1.590147910901275e+19	0.02291793704082709	0.005596546010068677
-2065	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	1.4567769305497207e+19	0.020995733634580512	0.00512714513054774
-2066	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	4.833372301598654e+18	0.006966076636237693	0.0017011115937231721
-2067	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_central	4.72705447499504e+18	0.0068128465348291905	0.0016636928980032007
-2068	XGBoost_grid_1_AutoML_20190416_023844_model_5	supply_area	8.766150417872962e+20	1.0	0.250813232353097
-2069	XGBoost_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	6.730386870937793e+20	0.7677699503325279	0.19256686294647807
-2070	XGBoost_grid_1_AutoML_20190416_023844_model_5	city	6.498400120944963e+20	0.7413060250136284	0.1859293602964939
-2071	XGBoost_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	2.5387730522222258e+20	0.28961093880456584	0.07263825568638813
-2072	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	2.1706873455683987e+20	0.24762150340731878	0.062106749669723044
-2073	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	1.7328890832763643e+20	0.197679597163111	0.04958065873473797
-2074	XGBoost_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	1.260653061271223e+20	0.14380919801477815	0.03606924979619308
-2075	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_district	1.057816915397711e+20	0.12067063248663511	0.030265791384065585
-2076	XGBoost_grid_1_AutoML_20190416_023844_model_5	floor	9.574845442226861e+19	0.10922520132332068	0.027395125798319826
-2077	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	9.22669256197066e+19	0.10525364181703654	0.02639900612106603
-2078	XGBoost_grid_1_AutoML_20190416_023844_model_5	room_count	7.155409247919722e+19	0.08162544454326082	0.02047274158815371
-2079	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	5.1981985060319396e+19	0.05929853194662888	0.014872856471327373
-2080	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	3.825863298837276e+19	0.04364359629326999	0.01094639145782869
-2081	XGBoost_grid_1_AutoML_20190416_023844_model_5	bathroom_count	2.458933070902434e+19	0.02805031802658795	0.007035390932780868
-2082	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	1.8326290375863435e+19	0.0209057448278536	0.005243437435023
-2083	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	1.4851693994114548e+19	0.01694209349161293	0.004249301231459806
-2084	XGBoost_grid_1_AutoML_20190416_023844_model_5	heat_type_central	8.297275383011607e+18	0.009465130059934422	0.002373979864974615
-2085	XGBoost_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	3.6405154351593554e+18	0.00415292375971196	0.001041608231889333
-2086	GBM_2_AutoML_20190416_015849	supply_area	4.6790598688528505e+20	1.0	0.26077123751780273
-2087	GBM_2_AutoML_20190416_015849	city	3.45876803225775e+20	0.7392014911546162	0.19276248762339437
-2088	GBM_2_AutoML_20190416_015849	exclusive_use_area	2.912707281126519e+20	0.6224983998421498	0.1623296780796894
-2089	GBM_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.0844859657536039e+20	0.23177432991886115	0.06044007883780091
-2090	GBM_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.0790844609505264e+20	0.23061993032696157	0.060139044627631214
-2091	GBM_2_AutoML_20190416_015849	heat_fuel_gas	9.913399146167927e+19	0.2118673285665473	0.05524890545988946
-2092	GBM_2_AutoML_20190416_015849	total_household_count_in_sites	7.387021372310736e+19	0.15787405118459805	0.041169011699356564
-2093	GBM_2_AutoML_20190416_015849	bathroom_count	6.616611166914137e+19	0.1414089871121121	0.03687539656536449
-2094	GBM_2_AutoML_20190416_015849	room_count	5.439700957417125e+19	0.11625628031878033	0.030316294087944916
-2095	GBM_2_AutoML_20190416_015849	floor	3.826597772604631e+19	0.08178133812899438	0.02132622074975973
-2096	GBM_2_AutoML_20190416_015849	heat_type_individual	3.31444921462843e+19	0.07083579410239567	0.01847193768863799
-2097	GBM_2_AutoML_20190416_015849	total_household_count_of_area_type	3.0238520297467675e+19	0.06462520494502916	0.01685239466835688
-2098	GBM_2_AutoML_20190416_015849	heat_fuel_cogeneration	2.8240811023891694e+19	0.060355737723901785	0.0157390404175618
-2099	GBM_2_AutoML_20190416_015849	heat_type_district	1.9338903201649787e+19	0.041330745371272716	0.010777869617999983
-2100	GBM_2_AutoML_20190416_015849	front_door_structure_stairway	1.6958245023235703e+19	0.03624284685075701	0.009451092024440104
-2101	GBM_2_AutoML_20190416_015849	heat_type_central	6.120979032805736e+18	0.013081642903420248	0.00341131620869088
-2102	GBM_2_AutoML_20190416_015849	front_door_structure_corridor	4.649649955911238e+18	0.00993714567933318	0.0025913217761943997
-2103	GBM_2_AutoML_20190416_015849	front_door_structure_mixed	2.3804693372920136e+18	0.005087494932770812	0.0013266723494841952
-2104	GBM_grid_1_AutoML_20190416_022142_model_40	supply_area	7.255391182748742e+20	1.0	0.22565957460010516
-2105	GBM_grid_1_AutoML_20190416_022142_model_40	city	5.730196855287636e+20	0.7897846871320207	0.17822247652388892
-2106	GBM_grid_1_AutoML_20190416_022142_model_40	exclusive_use_area	5.527184083866238e+20	0.7618037325138735	0.17190830620785297
-2107	GBM_grid_1_AutoML_20190416_022142_model_40	apartment_building_count_in_sites	2.0574886652469995e+20	0.28358066621399036	0.06399269250266347
-2108	GBM_grid_1_AutoML_20190416_022142_model_40	bathroom_count	1.746548536130551e+20	0.24072424106964035	0.0543217298357082
-2109	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_in_sites	1.6001382714633408e+20	0.22054472752179302	0.04976802939286391
-2110	GBM_grid_1_AutoML_20190416_022142_model_40	total_parking_capacity_in_site	1.596485781796799e+20	0.22004131019052267	0.04965442845204313
-2111	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_individual	1.191080011668348e+20	0.16416482332481228	0.03704536419577856
-2112	GBM_grid_1_AutoML_20190416_022142_model_40	room_count	1.0850687948772554e+20	0.14955345170874323	0.033748168292572364
-2113	GBM_grid_1_AutoML_20190416_022142_model_40	total_household_count_of_area_type	9.170403723893644e+19	0.12639433895305682	0.028522092760008305
-2114	GBM_grid_1_AutoML_20190416_022142_model_40	floor	8.689654139374168e+19	0.11976823744577268	0.027026849512617447
-2115	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_district	7.652817313209306e+19	0.1054776664751796	0.0238020453466008
-2116	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_cogeneration	6.473486418912582e+19	0.08922312051629543	0.02013405142020114
-2117	GBM_grid_1_AutoML_20190416_022142_model_40	heat_fuel_gas	5.761619930039242e+19	0.07941156837606134	0.017919980738069163
-2118	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_stairway	3.5697151326677893e+19	0.049200863781894456	0.011102645990980023
-2119	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_corridor	1.0783124938366648e+19	0.014862224057616431	0.0033538031584531727
-2120	GBM_grid_1_AutoML_20190416_022142_model_40	heat_type_central	8.245341050785235e+18	0.011364433485530474	0.002564493225915997
-2121	GBM_grid_1_AutoML_20190416_022142_model_40	front_door_structure_mixed	4.029498184932786e+18	0.005553798662867121	0.0012532678436772274
-2122	GBM_grid_1_AutoML_20190416_023844_model_24	supply_area	5.233697514368176e+20	1.0	0.16137356277126808
-2123	GBM_grid_1_AutoML_20190416_023844_model_24	exclusive_use_area	4.830267874498094e+20	0.9229168978981803	0.14893438795563602
-2124	GBM_grid_1_AutoML_20190416_023844_model_24	city	4.7846157998691136e+20	0.9141941785389414	0.1475267716555817
-2125	GBM_grid_1_AutoML_20190416_023844_model_24	room_count	2.4120818688922013e+20	0.46087529175506686	0.07437308782376276
-2126	GBM_grid_1_AutoML_20190416_023844_model_24	total_parking_capacity_in_site	2.3497170415991652e+20	0.4489592749960118	0.07245015774531191
-2127	GBM_grid_1_AutoML_20190416_023844_model_24	apartment_building_count_in_sites	2.33828018552983e+20	0.4467740405536434	0.07209751867785644
-2128	GBM_grid_1_AutoML_20190416_023844_model_24	bathroom_count	1.954398103183001e+20	0.3734258806164384	0.06026106478607288
-2129	GBM_grid_1_AutoML_20190416_023844_model_24	heat_fuel_cogeneration	1.895023771595655e+20	0.36208125639535105	0.05843034235721479
-2130	GBM_grid_1_AutoML_20190416_023844_model_24	total_household_count_in_sites	1.540535417379278e+20	0.2943493415792592	0.04750020195002201
-2131	GBM_grid_1_AutoML_20190416_023844_model_24	total_household_count_of_area_type	1.2207209979736542e+20	0.23324255836765195	0.03763918263367344
-2132	GBM_grid_1_AutoML_20190416_023844_model_24	floor	1.1894200129931969e+20	0.2272618946218917	0.03667406161728315
-2133	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_individual	8.711084940413475e+19	0.16644226985794952	0.026859382082714153
-2134	GBM_grid_1_AutoML_20190416_023844_model_24	heat_fuel_gas	6.01897865851091e+19	0.11500432804889633	0.018558658151366078
-2135	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_district	4.597707707201146e+19	0.08784817415563215	0.014176372846445193
-2136	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_stairway	3.132752279310539e+19	0.059857343125202224	0.009659392718136152
-2137	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_corridor	2.5084242882918875e+19	0.04792833902619437	0.007734366826366195
-2138	GBM_grid_1_AutoML_20190416_023844_model_24	heat_type_central	1.2346316012738576e+19	0.023590045047204168	0.0038068096152020434
-2139	GBM_grid_1_AutoML_20190416_023844_model_24	front_door_structure_mixed	6.307015300713808e+18	0.012050782995003114	0.0019446777860870647
-2140	GBM_grid_1_AutoML_20190416_030706_model_66	supply_area	5.421223180727233e+20	1.0	0.30838372740196723
-2141	GBM_grid_1_AutoML_20190416_030706_model_66	city	3.6029282563298794e+20	0.6645969251254037	0.20495087699005812
-2142	GBM_grid_1_AutoML_20190416_030706_model_66	exclusive_use_area	2.7783138869025282e+20	0.5124883802569865	0.15804307695384628
-2143	GBM_grid_1_AutoML_20190416_030706_model_66	apartment_building_count_in_sites	1.0590317438050081e+20	0.1953492244277875	0.06024252197412454
-2144	GBM_grid_1_AutoML_20190416_030706_model_66	total_household_count_in_sites	7.871926231173903e+19	0.14520572145339938	0.0447790816218911
-2145	GBM_grid_1_AutoML_20190416_030706_model_66	total_parking_capacity_in_site	7.067266238572082e+19	0.1303629458329004	0.04020181115105057
-2146	GBM_grid_1_AutoML_20190416_030706_model_66	heat_fuel_cogeneration	6.714589527674559e+19	0.12385746359871919	0.0381956262911265
-2147	GBM_grid_1_AutoML_20190416_030706_model_66	floor	4.921198981450983e+19	0.09077654280949242	0.02799400863225552
-2148	GBM_grid_1_AutoML_20190416_030706_model_66	heat_type_individual	3.799731865686901e+19	0.07008993614568702	0.02161459576197284
-2149	GBM_grid_1_AutoML_20190416_030706_model_66	bathroom_count	3.672198192567209e+19	0.06773744725400883	0.020889126468885393
-2150	GBM_grid_1_AutoML_20190416_030706_model_66	heat_fuel_gas	3.310902849824201e+19	0.061072985550468674	0.018833914927620016
-2151	GBM_grid_1_AutoML_20190416_030706_model_66	heat_type_district	2.8535310815344984e+19	0.05263629602409599	0.01623217716454407
-2152	GBM_grid_1_AutoML_20190416_030706_model_66	total_household_count_of_area_type	2.5829395107202204e+19	0.047644958058593166	0.014692929758019358
-2153	GBM_grid_1_AutoML_20190416_030706_model_66	front_door_structure_stairway	1.7770468556324995e+19	0.03277944471922878	0.010108647344682503
-2154	GBM_grid_1_AutoML_20190416_030706_model_66	front_door_structure_corridor	1.2810804699892548e+19	0.023630838046726634	0.0072873659184817825
-2155	GBM_grid_1_AutoML_20190416_030706_model_66	room_count	8.325419582147789e+18	0.015357086961011207	0.004735875719072785
-2156	GBM_grid_1_AutoML_20190416_030706_model_66	heat_type_central	3.2429622671253176e+18	0.005981975209311137	0.0018447438122735317
-2157	GBM_grid_1_AutoML_20190416_030706_model_66	front_door_structure_mixed	1.7050191408230564e+18	0.0031450819934595196	0.0009698921081278563
-2158	GBM_grid_1_AutoML_20190416_023844_model_31	supply_area	6.809085867051209e+20	1.0	0.2924405479721707
-2159	GBM_grid_1_AutoML_20190416_023844_model_31	city	4.5582990114383987e+20	0.669443608208226	0.19577245562088075
-2160	GBM_grid_1_AutoML_20190416_023844_model_31	exclusive_use_area	3.932193813805075e+20	0.5774921759810291	0.16888212839353337
-2161	GBM_grid_1_AutoML_20190416_023844_model_31	apartment_building_count_in_sites	1.4624335880211399e+20	0.21477678745362505	0.06280944141464054
-2162	GBM_grid_1_AutoML_20190416_023844_model_31	total_parking_capacity_in_site	1.2620688804040776e+20	0.18535070713547017	0.054204062361726216
-2163	GBM_grid_1_AutoML_20190416_023844_model_31	heat_fuel_cogeneration	8.905321146139175e+19	0.13078585466562453	0.03824708700542391
-2164	GBM_grid_1_AutoML_20190416_023844_model_31	total_household_count_in_sites	8.102309981174366e+19	0.11899262455157156	0.03479826832850835
-2165	GBM_grid_1_AutoML_20190416_023844_model_31	bathroom_count	5.904541048487333e+19	0.08671562033105033	0.025359163527359063
-2166	GBM_grid_1_AutoML_20190416_023844_model_31	heat_fuel_gas	5.750725089221935e+19	0.08445663928324618	0.024698545871880466
-2167	GBM_grid_1_AutoML_20190416_023844_model_31	floor	5.502520454758479e+19	0.08081144168536443	0.02363254228888909
-2168	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_district	5.3366129462201025e+19	0.07837488101073417	0.022919993150032774
-2169	GBM_grid_1_AutoML_20190416_023844_model_31	total_household_count_of_area_type	4.3329822508233785e+19	0.06363530047095514	0.018609542140099855
-2170	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_individual	3.979929067144505e+19	0.05845026990191388	0.01709322895923697
-2171	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_stairway	2.6651601106360074e+19	0.039141232210516984	0.011446483395949563
-2172	GBM_grid_1_AutoML_20190416_023844_model_31	room_count	8.812844081857167e+18	0.012942771252896125	0.0037849911174754006
-2173	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_corridor	5.441291181084377e+18	0.007991221270118629	0.0023369571272003576
-2174	GBM_grid_1_AutoML_20190416_023844_model_31	heat_type_central	4.298156979232178e+18	0.006312384750544449	0.0018459972554603925
-2175	GBM_grid_1_AutoML_20190416_023844_model_31	front_door_structure_mixed	2.6044263868525445e+18	0.0038249281000482314	0.0011185640695322585
-2176	XGBoost_grid_1_AutoML_20190416_022142_model_18	supply_area	9.892003881344429e+20	1.0	0.28743555419385614
-2177	XGBoost_grid_1_AutoML_20190416_022142_model_18	city	6.539704462714927e+20	0.6611101796116674	0.1900265708598794
-2178	XGBoost_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	6.40956239617043e+20	0.6479538901373036	0.18624498550368085
-2179	XGBoost_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	1.945623824471488e+20	0.19668652052803853	0.056534699030438014
-2180	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	1.9100274433854957e+20	0.19308802001055247	0.05550036203992753
-2181	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	1.833445139096944e+20	0.1853461807222582	0.05327508217361689
-2182	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	1.2049472282397193e+20	0.12181022598587518	0.03501258981272889
-2183	XGBoost_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	1.1331211473701359e+20	0.11454920165439043	0.032925513259993495
-2184	XGBoost_grid_1_AutoML_20190416_022142_model_18	floor	9.957343547297576e+19	0.10066053012854527	0.02893341526294576
-2185	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_district	7.805872850232934e+19	0.07891093598289241	0.022681808616198583
-2186	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	6.023155923087157e+19	0.060889138291245246	0.017501703209130425
-2187	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	2.8521758235021017e+19	0.028833145009992258	0.008287671015098943
-2188	XGBoost_grid_1_AutoML_20190416_022142_model_18	bathroom_count	2.4878994848338674e+19	0.02515061169280228	0.007229180010235102
-2189	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	2.338236600888905e+19	0.023637643382840176	0.006794299125583402
-2190	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.5811642411953684e+19	0.015984266283774157	0.004594446437658794
-2191	XGBoost_grid_1_AutoML_20190416_022142_model_18	room_count	1.4861277337462243e+19	0.015023525582606664	0.004318295401782121
-2192	XGBoost_grid_1_AutoML_20190416_022142_model_18	heat_type_central	5.001097302857744e+18	0.005055696866728324	0.0014531870307241976
-2193	XGBoost_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	4.304027821568688e+18	0.004351017117659809	0.0012506370165215018
-2194	GBM_grid_1_AutoML_20190416_023844_model_58	supply_area	7.100575019745789e+21	1.0	0.35637428214567846
-2195	GBM_grid_1_AutoML_20190416_023844_model_58	city	3.598243246080019e+21	0.5067537820632506	0.18059401530739855
-2196	GBM_grid_1_AutoML_20190416_023844_model_58	exclusive_use_area	2.731642309907902e+21	0.3847071965737359	0.13709975101524155
-2197	GBM_grid_1_AutoML_20190416_023844_model_58	apartment_building_count_in_sites	1.1183624291787777e+21	0.15750307912651512	0.05613004675944583
-2198	GBM_grid_1_AutoML_20190416_023844_model_58	total_parking_capacity_in_site	1.0407868700661582e+21	0.14657782886200954	0.05223656853917076
-2199	GBM_grid_1_AutoML_20190416_023844_model_58	floor	7.207126668492166e+20	0.10150060591501492	0.03617220557031485
-2200	GBM_grid_1_AutoML_20190416_023844_model_58	heat_fuel_cogeneration	6.589777453696869e+20	0.09280625069619775	0.03307376097048934
-2201	GBM_grid_1_AutoML_20190416_023844_model_58	total_household_count_in_sites	6.244887572108185e+20	0.08794904010931444	0.031342776034358415
-2202	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_district	5.916194464366875e+20	0.0833199346238114	0.02969308188998565
-2203	GBM_grid_1_AutoML_20190416_023844_model_58	total_household_count_of_area_type	5.5439223452000584e+20	0.07807708995092821	0.02782466688328561
-2204	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_individual	4.461232365719729e+20	0.06282917021950496	0.022390700434784718
-2205	GBM_grid_1_AutoML_20190416_023844_model_58	bathroom_count	2.8868648875928532e+20	0.04065677610003207	0.014489029397006506
-2206	GBM_grid_1_AutoML_20190416_023844_model_58	room_count	1.5986730182877014e+20	0.022514697948292875	0.008023659319049652
-2207	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_stairway	1.2338436252706957e+20	0.01737667191515525	0.006192598979844424
-2208	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_corridor	7.777764055371167e+19	0.010953710134379542	0.0039036205859713526
-2209	GBM_grid_1_AutoML_20190416_023844_model_58	heat_type_central	5.682953831313729e+19	0.00800351213177829	0.002852245890606717
-2210	GBM_grid_1_AutoML_20190416_023844_model_58	front_door_structure_mixed	3.2018458099023086e+19	0.004509276785328493	0.001606990277367614
-2211	GBM_grid_1_AutoML_20190416_023844_model_58	heat_fuel_gas	0.0	0.0	0.0
-2212	DRF_1_AutoML_20190416_015849	supply_area	8.104159271771355e+20	1.0	0.19038352571033704
-2213	DRF_1_AutoML_20190416_015849	city	7.944261781751333e+20	0.9802697004515962	0.18662720171899086
-2214	DRF_1_AutoML_20190416_015849	exclusive_use_area	6.67112020352904e+20	0.8231723957802853	0.1567184629760757
-2215	DRF_1_AutoML_20190416_015849	apartment_building_count_in_sites	2.828501930781201e+20	0.34901855157678374	0.0664473823875032
-2216	DRF_1_AutoML_20190416_015849	floor	2.4945389077884253e+20	0.307809709080802	0.05860189766267623
-2217	DRF_1_AutoML_20190416_015849	total_household_count_in_sites	2.2499558007440723e+20	0.2776297608786126	0.05285613271818806
-2218	DRF_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.151912612778077e+20	0.265531875746036	0.05055289469300946
-2219	DRF_1_AutoML_20190416_015849	bathroom_count	1.9397209423661446e+20	0.23934881797333837	0.04556807184036584
-2220	DRF_1_AutoML_20190416_015849	room_count	1.8112803920558634e+20	0.22350009807494384	0.04255073666811392
-2221	DRF_1_AutoML_20190416_015849	heat_type_district	1.6939577514819322e+20	0.2090232551798896	0.03979458427659885
-2222	DRF_1_AutoML_20190416_015849	total_household_count_of_area_type	1.4974030715574393e+20	0.18476969927938577	0.03517710679324818
-2223	DRF_1_AutoML_20190416_015849	heat_fuel_gas	9.44165588129389e+19	0.11650382926433026	0.022180409774098332
-2224	DRF_1_AutoML_20190416_015849	heat_fuel_cogeneration	8.183208528308915e+19	0.10097541588074295	0.0192240556854434
-2225	DRF_1_AutoML_20190416_015849	heat_type_individual	4.053117838745089e+19	0.05001281074106018	0.00952161523956685
-2226	DRF_1_AutoML_20190416_015849	front_door_structure_corridor	3.575069534392733e+19	0.04411400880095632	0.008398580528742901
-2227	DRF_1_AutoML_20190416_015849	front_door_structure_stairway	2.625737121222099e+19	0.03239987064874383	0.006168401606666715
-2228	DRF_1_AutoML_20190416_015849	front_door_structure_mixed	2.1319750364902195e+19	0.026307170984612525	0.005008451963515211
-2229	DRF_1_AutoML_20190416_015849	heat_type_central	1.796558019320873e+19	0.022168345402325648	0.004220487756859297
-2230	GBM_grid_1_AutoML_20190416_030706_model_50	supply_area	7.481481031979484e+20	1.0	0.3459117206213475
-2231	GBM_grid_1_AutoML_20190416_030706_model_50	exclusive_use_area	3.029920498303254e+20	0.40498939786813626	0.14009057944997053
-2232	GBM_grid_1_AutoML_20190416_030706_model_50	city	2.6515201411278648e+20	0.3544111292662482	0.12259496353184274
-2233	GBM_grid_1_AutoML_20190416_030706_model_50	floor	1.703597037981249e+20	0.22770852865886418	0.07876704894854314
-2234	GBM_grid_1_AutoML_20190416_030706_model_50	apartment_building_count_in_sites	1.306863423924323e+20	0.1746797750790457	0.060423781555342684
-2235	GBM_grid_1_AutoML_20190416_030706_model_50	total_parking_capacity_in_site	1.2477859604764767e+20	0.16678328196554043	0.05769229203557545
-2236	GBM_grid_1_AutoML_20190416_030706_model_50	total_household_count_of_area_type	8.662687077386682e+19	0.11578839858522864	0.040052564182606845
-2237	GBM_grid_1_AutoML_20190416_030706_model_50	total_household_count_in_sites	8.353607321944431e+19	0.11165713427912276	0.0386235114381402
-2238	GBM_grid_1_AutoML_20190416_030706_model_50	heat_fuel_cogeneration	6.487261540390011e+19	0.08671092678923202	0.029994325882334947
-2239	GBM_grid_1_AutoML_20190416_030706_model_50	heat_type_district	4.914455456735507e+19	0.06568826995255	0.022722342483926135
-2240	GBM_grid_1_AutoML_20190416_030706_model_50	room_count	3.3761190626117812e+19	0.045126346617475985	0.015609732203806445
-2241	GBM_grid_1_AutoML_20190416_030706_model_50	heat_type_individual	2.70281420574315e+19	0.036126726702774614	0.012496658194173949
-2242	GBM_grid_1_AutoML_20190416_030706_model_50	front_door_structure_mixed	2.6982125296785818e+19	0.03606521914772103	0.01247538200997415
-2243	GBM_grid_1_AutoML_20190416_030706_model_50	bathroom_count	2.4271967672783077e+19	0.03244273101680389	0.011222320907678194
-2244	GBM_grid_1_AutoML_20190416_030706_model_50	front_door_structure_stairway	8.518711527287554e+18	0.011386397279996359	0.003938688274801772
-2245	GBM_grid_1_AutoML_20190416_030706_model_50	heat_type_central	8.02762400459024e+18	0.010729993126061906	0.0037116303844913056
-2246	GBM_grid_1_AutoML_20190416_030706_model_50	front_door_structure_corridor	7.942900586356146e+18	0.01061674894637082	0.003672457895444009
-2247	GBM_grid_1_AutoML_20190416_030706_model_50	heat_fuel_gas	0.0	0.0	0.0
-2248	XRT_1_AutoML_20190416_023643	supply_area	1.2744664809376705e+21	1.0	0.27436256158678995
-2249	XRT_1_AutoML_20190416_023643	city	7.367980469745562e+20	0.5781227344892331	0.15861523434602565
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-2251	XRT_1_AutoML_20190416_023643	apartment_building_count_in_sites	4.050355601653325e+20	0.3178079347111062	0.08719459905994639
-2252	XRT_1_AutoML_20190416_023643	floor	2.4173494971594808e+20	0.18967540797000407	0.052039830800669755
-2253	XRT_1_AutoML_20190416_023643	total_parking_capacity_in_site	2.205947539979082e+20	0.17308792133599996	0.04748884547747775
-2254	XRT_1_AutoML_20190416_023643	total_household_count_in_sites	2.060226537161092e+20	0.16165403860957642	0.04435181612377324
-2255	XRT_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.8691987943261733e+20	0.14666519851906476	0.04023943956132568
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-2259	XRT_1_AutoML_20190416_023643	heat_fuel_gas	1.044977258413194e+20	0.08199331045916303	0.022495894690556906
-2260	XRT_1_AutoML_20190416_023643	heat_type_district	5.534268193303534e+19	0.04342419574057197	0.011913973578229499
-2261	XRT_1_AutoML_20190416_023643	front_door_structure_stairway	4.805591051250801e+19	0.037706688431030026	0.010345303626892375
-2262	XRT_1_AutoML_20190416_023643	front_door_structure_corridor	3.5914586348140364e+19	0.02818009487524279	0.007731563015730384
-2263	XRT_1_AutoML_20190416_023643	heat_type_individual	3.270625319973185e+19	0.025662701757105996	0.007040884591317416
-2264	XRT_1_AutoML_20190416_023643	front_door_structure_mixed	3.1598350099212665e+19	0.024793394390384145	0.006802379195377343
-2265	XRT_1_AutoML_20190416_023643	heat_type_central	2.4102112917500985e+19	0.018911531435309464	0.005188616208120607
-2266	XGBoost_grid_1_AutoML_20190416_022142_model_21	supply_area	9.916188211343408e+20	1.0	0.29519532238203056
-2267	XGBoost_grid_1_AutoML_20190416_022142_model_21	city	6.257665128675966e+20	0.6310555019032057	0.1862846323252709
-2268	XGBoost_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	5.80512830883778e+20	0.5854193350421818	0.1728130493364508
-2269	XGBoost_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	2.008125343050089e+20	0.20250980520447742	0.05977994723285793
-2270	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.6701140062047725e+20	0.16842298377256312	0.04971767699128527
-2271	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.4053129913879442e+20	0.14171907203015438	0.041834807155623634
-2272	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	1.3634016312385182e+20	0.13749251246349725	0.04058714654177743
-2273	XGBoost_grid_1_AutoML_20190416_022142_model_21	floor	9.142632699003929e+19	0.09219906383528917	0.027216732372179604
-2274	XGBoost_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	9.105788504161806e+19	0.09182750780935599	0.02710705077132127
-2275	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	8.157047188442264e+19	0.0822599068774349	0.024282739729800207
-2276	XGBoost_grid_1_AutoML_20190416_022142_model_21	room_count	5.090258130119216e+19	0.051332810769932	0.015153205624005846
-2277	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_district	5.063439282299155e+19	0.05106235555822694	0.015073368510596671
-2278	XGBoost_grid_1_AutoML_20190416_022142_model_21	bathroom_count	4.933437865282083e+19	0.04975135364654116	0.014686366878633129
-2279	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	4.928286873208278e+19	0.04969940836309129	0.014671032873938918
-2280	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.577758174074844e+19	0.0159109341255746	0.004696833328598246
-2281	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	1.349256458127645e+19	0.013606603962843227	0.004016605843336121
-2282	XGBoost_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	1.2707663912137392e+19	0.012815069300117493	0.0037829485133962465
-2283	XGBoost_grid_1_AutoML_20190416_022142_model_21	heat_type_central	1.0415298716456976e+19	0.01050332899545273	0.003100533588897198
-2284	DRF_1_AutoML_20190416_023844	supply_area	1.0142946563643838e+21	1.0	0.23588490380384952
-2285	DRF_1_AutoML_20190416_023844	city	6.392402977902706e+20	0.6302313571103193	0.14866206304613722
-2286	DRF_1_AutoML_20190416_023844	exclusive_use_area	4.940780228010511e+20	0.48711488293945454	0.11490304730359666
-2287	DRF_1_AutoML_20190416_023844	apartment_building_count_in_sites	3.8480144998951027e+20	0.37937836660678503	0.08948962951230305
-2288	DRF_1_AutoML_20190416_023844	room_count	2.7169437218084435e+20	0.26786532934591206	0.06318538744514693
-2289	DRF_1_AutoML_20190416_023844	floor	2.2855118957240228e+20	0.22533017219238471	0.053151985991705515
-2290	DRF_1_AutoML_20190416_023844	total_parking_capacity_in_site	2.152119320964099e+20	0.21217890752556162	0.05004980119087299
-2291	DRF_1_AutoML_20190416_023844	total_household_count_in_sites	2.1382593171890058e+20	0.21081244032708768	0.04972747220720985
-2292	DRF_1_AutoML_20190416_023844	bathroom_count	1.9491412061492085e+20	0.1921671571390969	0.04532933137601511
-2293	DRF_1_AutoML_20190416_023844	heat_type_district	1.5583749495594785e+20	0.1536412461389952	0.03624165056580045
-2294	DRF_1_AutoML_20190416_023844	total_household_count_of_area_type	1.4397818013094196e+20	0.1419490669969753	0.03348364201362771
-2295	DRF_1_AutoML_20190416_023844	heat_fuel_cogeneration	9.922780179376112e+19	0.09782936464383155	0.02307647026820192
-2296	DRF_1_AutoML_20190416_023844	heat_type_individual	8.727541550848724e+19	0.08604542571614779	0.020296816967814803
-2297	DRF_1_AutoML_20190416_023844	front_door_structure_stairway	4.805045253678773e+19	0.047373267950576364	0.011174638753395694
-2298	DRF_1_AutoML_20190416_023844	heat_fuel_gas	4.694065827626877e+19	0.04627911424134074	0.010916544410946024
-2299	DRF_1_AutoML_20190416_023844	front_door_structure_corridor	3.2912536974265418e+19	0.032448694043441396	0.007654157072997719
-2300	DRF_1_AutoML_20190416_023844	heat_type_central	1.5958720783866397e+19	0.015733811357212996	0.003711368578464103
-2301	DRF_1_AutoML_20190416_023844	front_door_structure_mixed	1.3162549464734368e+19	0.01297704703672001	0.00306108949191473
-2302	GBM_grid_1_AutoML_20190416_022142_model_18	supply_area	3.072990110389658e+21	1.0	0.20706394340982595
-2303	GBM_grid_1_AutoML_20190416_022142_model_18	exclusive_use_area	2.4513320766508745e+21	0.7977025595894427	0.16517543765670167
-2304	GBM_grid_1_AutoML_20190416_022142_model_18	city	2.3130107694956308e+21	0.7526905998413184	0.1558550837706507
-2305	GBM_grid_1_AutoML_20190416_022142_model_18	apartment_building_count_in_sites	9.939877849070819e+20	0.3234594805712028	0.06697679558036722
-2306	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_in_sites	8.38915901887787e+20	0.2729966162440437	0.056527755897030636
-2307	GBM_grid_1_AutoML_20190416_022142_model_18	total_parking_capacity_in_site	8.037211855935609e+20	0.2615436941616608	0.05415626868708695
-2308	GBM_grid_1_AutoML_20190416_022142_model_18	bathroom_count	7.038918629784761e+20	0.22905764017874497	0.04742957824355992
-2309	GBM_grid_1_AutoML_20190416_022142_model_18	floor	6.909205108892306e+20	0.22483655529943153	0.04655554376298169
-2310	GBM_grid_1_AutoML_20190416_022142_model_18	room_count	6.862105901039312e+20	0.22330387194670112	0.04623818030396674
-2311	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_gas	4.3056354615001245e+20	0.14011224595038366	0.02901219416649386
-2312	GBM_grid_1_AutoML_20190416_022142_model_18	total_household_count_of_area_type	4.044120227231742e+20	0.13160212307741348	0.027250054565514492
-2313	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_individual	3.5096425232358756e+20	0.11420936602984542	0.02364864170447601
-2314	GBM_grid_1_AutoML_20190416_022142_model_18	heat_fuel_cogeneration	3.1446454766858666e+20	0.10233177991865136	0.021189221886102387
-2315	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_district	2.984411624068675e+20	0.09711751476122546	0.020109535580621327
-2316	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_stairway	1.5140380667591786e+20	0.049269213774566854	0.010201877692863529
-2317	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_mixed	1.2043096874174697e+20	0.03919015825484586	0.008114868711103528
-2318	GBM_grid_1_AutoML_20190416_022142_model_18	front_door_structure_corridor	1.1267231331885724e+20	0.03666536801986983	0.007592075688766769
-2319	GBM_grid_1_AutoML_20190416_022142_model_18	heat_type_central	1.0244504318537787e+20	0.03333725118054081	0.006902942691886655
-2320	GBM_grid_1_AutoML_20190416_023844_model_28	supply_area	4.518680704778932e+20	1.0	0.258856065972489
-2321	GBM_grid_1_AutoML_20190416_023844_model_28	city	3.284745776062666e+20	0.726925842002675	0.18816916371455156
-2322	GBM_grid_1_AutoML_20190416_023844_model_28	exclusive_use_area	3.033089906541016e+20	0.671233509226097	0.1737528655471759
-2323	GBM_grid_1_AutoML_20190416_023844_model_28	apartment_building_count_in_sites	1.2133413398108124e+20	0.26851672403575433	0.06950718283171585
-2324	GBM_grid_1_AutoML_20190416_023844_model_28	total_parking_capacity_in_site	9.755539183135569e+19	0.21589352779049345	0.055885349272769363
-2325	GBM_grid_1_AutoML_20190416_023844_model_28	total_household_count_in_sites	8.017632632477476e+19	0.17743304199382956	0.04592961922405416
-2326	GBM_grid_1_AutoML_20190416_023844_model_28	heat_fuel_gas	7.418123477627961e+19	0.16416569264968411	0.04249528536694599
-2327	GBM_grid_1_AutoML_20190416_023844_model_28	bathroom_count	6.294999177938495e+19	0.1393105552087568	0.036061382269782026
-2328	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_individual	3.975508590596194e+19	0.08797940926411814	0.022774003768693176
-2329	GBM_grid_1_AutoML_20190416_023844_model_28	total_household_count_of_area_type	3.95114033429212e+19	0.08744013114521272	0.022634408356368273
-2330	GBM_grid_1_AutoML_20190416_023844_model_28	heat_fuel_cogeneration	3.6635852781821886e+19	0.0810764361887221	0.020987127314882142
-2331	GBM_grid_1_AutoML_20190416_023844_model_28	floor	3.414175359072364e+19	0.07555690658695027	0.019558363596148792
-2332	GBM_grid_1_AutoML_20190416_023844_model_28	room_count	2.9104752285416686e+19	0.0644098447908383	0.01667287903245502
-2333	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_district	2.2577668632891884e+19	0.04996517813045269	0.012933789446463628
-2334	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_stairway	1.3987752732589556e+19	0.03095539084626224	0.008012990695104241
-2335	GBM_grid_1_AutoML_20190416_023844_model_28	heat_type_central	3.6696173089233306e+18	0.008120992715954378	0.0021021682262431893
-2336	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_corridor	3.273330778284491e+18	0.007243996626764609	0.0018751524687222675
-2337	GBM_grid_1_AutoML_20190416_023844_model_28	front_door_structure_mixed	3.1285311442203443e+18	0.0069235499222408585	0.0017922028954354009
-2338	XGBoost_grid_1_AutoML_20190416_030706_model_25	exclusive_use_area	6.745003866478378e+20	1.0	0.22916120133928847
-2339	XGBoost_grid_1_AutoML_20190416_030706_model_25	city	6.570683598651701e+20	0.9741556459747902	0.2232386781230335
-2340	XGBoost_grid_1_AutoML_20190416_030706_model_25	supply_area	6.272846481544855e+20	0.9299989452518965	0.21311967553819575
-2341	XGBoost_grid_1_AutoML_20190416_030706_model_25	apartment_building_count_in_sites	2.0412628642926533e+20	0.30263331270088856	0.06935181350382416
-2342	XGBoost_grid_1_AutoML_20190416_030706_model_25	total_parking_capacity_in_site	1.7474343026978875e+20	0.2590709119356276	0.05936900141123343
-2343	XGBoost_grid_1_AutoML_20190416_030706_model_25	total_household_count_in_sites	1.3414882765360123e+20	0.19888621312776422	0.04557700353018021
-2344	XGBoost_grid_1_AutoML_20190416_030706_model_25	total_household_count_of_area_type	9.254404653037126e+19	0.13720384504195884	0.031441797958184865
-2345	XGBoost_grid_1_AutoML_20190416_030706_model_25	bathroom_count	8.967171753834132e+19	0.13294539086033122	0.03046592548207476
-2346	XGBoost_grid_1_AutoML_20190416_030706_model_25	heat_fuel_cogeneration	7.498596293860236e+19	0.11117260185909003	0.025476446998043484
-2347	XGBoost_grid_1_AutoML_20190416_030706_model_25	floor	6.210783624125271e+19	0.09207976373433827	0.021101109276398803
-2348	XGBoost_grid_1_AutoML_20190416_030706_model_25	heat_type_individual	4.88368144568801e+19	0.07240442766770155	0.016592285626614103
-2349	XGBoost_grid_1_AutoML_20190416_030706_model_25	room_count	3.4771751763206734e+19	0.05155186335180168	0.011813686936977711
-2350	XGBoost_grid_1_AutoML_20190416_030706_model_25	heat_fuel_gas	3.0494097377297695e+19	0.04520990347959417	0.010360355793817078
-2351	XGBoost_grid_1_AutoML_20190416_030706_model_25	front_door_structure_stairway	1.0833246175918817e+19	0.016061141535823827	0.0036805904892297323
-2352	XGBoost_grid_1_AutoML_20190416_030706_model_25	front_door_structure_corridor	9.670554410987553e+18	0.014337359329100918	0.003285566487889821
-2353	XGBoost_grid_1_AutoML_20190416_030706_model_25	heat_type_central	7.246731605090238e+18	0.010743850928100086	0.0024620737856936446
-2354	XGBoost_grid_1_AutoML_20190416_030706_model_25	heat_type_district	7.166784465367204e+18	0.010625322990524898	0.0024349117811266465
-2355	XGBoost_grid_1_AutoML_20190416_030706_model_25	front_door_structure_mixed	3.143126886201164e+18	0.004659933409114881	0.001067875938193852
-2356	XRT_1_AutoML_20190416_021340	supply_area	9.860220430661703e+20	1.0	0.26502373966124687
-2357	XRT_1_AutoML_20190416_021340	city	5.8192942407281856e+20	0.5901789195941598	0.15641142434007854
-2358	XRT_1_AutoML_20190416_021340	exclusive_use_area	5.5457804318900696e+20	0.5624398025265953	0.1490598997999315
-2359	XRT_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.7811268774510304e+20	0.2820552437958421	0.07475133550183878
-2360	XRT_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.145355125430021e+20	0.21757679156530274	0.05766301496413216
-2361	XRT_1_AutoML_20190416_021340	floor	1.9394063940796704e+20	0.19668996324350124	0.05212750961262588
-2362	XRT_1_AutoML_20190416_021340	total_household_count_in_sites	1.56257789872735e+20	0.15847291748856854	0.04199908522784864
-2363	XRT_1_AutoML_20190416_021340	total_household_count_of_area_type	1.2361198782229827e+20	0.12536432495759414	0.03322452222036938
-2364	XRT_1_AutoML_20190416_021340	heat_fuel_gas	1.2253840707675174e+20	0.12427552501331696	0.03293596438739408
-2365	XRT_1_AutoML_20190416_021340	heat_type_individual	1.0732930253437744e+20	0.10885081453211969	0.028848049932475153
-2366	XRT_1_AutoML_20190416_021340	bathroom_count	9.67953654137718e+19	0.09816754716027785	0.02601673046178865
-2367	XRT_1_AutoML_20190416_021340	room_count	9.568850904832226e+19	0.09704499987724996	0.025719228782894028
-2368	XRT_1_AutoML_20190416_021340	heat_fuel_cogeneration	8.0543976624824e+19	0.08168577689638812	0.021648670070215058
-2369	XRT_1_AutoML_20190416_021340	front_door_structure_stairway	4.087183787606147e+19	0.04145124154523453	0.010985563047919695
-2370	XRT_1_AutoML_20190416_021340	front_door_structure_corridor	3.458817950085651e+19	0.03507850533777099	0.009296636666343075
-2371	XRT_1_AutoML_20190416_021340	heat_type_district	3.2901405518545814e+19	0.03336781946196091	0.008843264298150213
-2372	XRT_1_AutoML_20190416_021340	front_door_structure_mixed	1.212567481536951e+19	0.012297569715239902	0.003259147914677773
-2373	XRT_1_AutoML_20190416_021340	heat_type_central	8.133815937112474e+18	0.008249121806465158	0.0021862131100705367
-2374	XGBoost_3_AutoML_20190416_021340	supply_area	8.3377835024412e+20	1.0	0.26619859842624344
-2375	XGBoost_3_AutoML_20190416_021340	city	6.222853007243834e+20	0.7463437981355427	0.19867567300780065
-2376	XGBoost_3_AutoML_20190416_021340	exclusive_use_area	5.4932909782330665e+20	0.6588430818124144	0.17538310496129156
-2377	XGBoost_3_AutoML_20190416_021340	apartment_building_count_in_sites	1.6588657383698334e+20	0.19895764118655013	0.052962245230051094
-2378	XGBoost_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.6323219443785767e+20	0.19577408599067764	0.05211478729889725
-2379	XGBoost_3_AutoML_20190416_021340	heat_fuel_cogeneration	1.4370573874176511e+20	0.17235484550503122	0.04588061830541104
-2380	XGBoost_3_AutoML_20190416_021340	total_household_count_in_sites	1.297062113391537e+20	0.15556437907170093	0.04141101967393563
-2381	XGBoost_3_AutoML_20190416_021340	bathroom_count	9.981732474420252e+19	0.11971685846121723	0.03186845993036899
-2382	XGBoost_3_AutoML_20190416_021340	heat_type_individual	8.62302285512164e+19	0.1034210453245389	0.02753053731316925
-2383	XGBoost_3_AutoML_20190416_021340	room_count	7.64843422005634e+19	0.09173222377166514	0.02441898939853979
-2384	XGBoost_3_AutoML_20190416_021340	floor	7.085224781890873e+19	0.08497731777056104	0.02262084288854486
-2385	XGBoost_3_AutoML_20190416_021340	heat_type_district	6.3245241437768385e+19	0.0758537822662953	0.02019217052461725
-2386	XGBoost_3_AutoML_20190416_021340	total_household_count_of_area_type	4.9916970281960735e+19	0.059868393401370595	0.015936882413475816
-2387	XGBoost_3_AutoML_20190416_021340	heat_fuel_gas	1.8288666187472568e+19	0.02193468585759977	0.005838982632213004
-2388	XGBoost_3_AutoML_20190416_021340	front_door_structure_stairway	1.6939858989796033e+19	0.020316981107552447	0.005408351895082928
-2389	XGBoost_3_AutoML_20190416_021340	front_door_structure_mixed	1.5969848941051118e+19	0.01915359032334594	0.005098658898905148
-2390	XGBoost_3_AutoML_20190416_021340	heat_type_central	1.492947454617505e+19	0.017905807390901772	0.004766500831148323
-2391	XGBoost_3_AutoML_20190416_021340	front_door_structure_corridor	1.1568896420714906e+19	0.013875266031227216	0.0036935763703039503
-2392	GBM_grid_1_AutoML_20190416_023844_model_25	supply_area	3.479396981457153e+20	1.0	0.1891839422162054
-2393	GBM_grid_1_AutoML_20190416_023844_model_25	city	3.0025980741576714e+20	0.8629650741664434	0.16325913472570786
-2394	GBM_grid_1_AutoML_20190416_023844_model_25	exclusive_use_area	2.185690841436379e+20	0.6281809328123931	0.11884174529450178
-2395	GBM_grid_1_AutoML_20190416_023844_model_25	room_count	1.4500105140021546e+20	0.4167419014644595	0.07884087580572388
-2396	GBM_grid_1_AutoML_20190416_023844_model_25	apartment_building_count_in_sites	1.3120764284539345e+20	0.37709880058137085	0.07134103769898643
-2397	GBM_grid_1_AutoML_20190416_023844_model_25	total_parking_capacity_in_site	1.2886349285106804e+20	0.370361569943941	0.07006646184737765
-2398	GBM_grid_1_AutoML_20190416_023844_model_25	total_household_count_in_sites	1.2683426937521675e+20	0.36452945740643605	0.06896311980608391
-2399	GBM_grid_1_AutoML_20190416_023844_model_25	bathroom_count	8.988082705775827e+19	0.25832300118889184	0.04887056373003607
-2400	GBM_grid_1_AutoML_20190416_023844_model_25	total_household_count_of_area_type	8.022359652867611e+19	0.23056752924778046	0.04361967413014535
-2401	GBM_grid_1_AutoML_20190416_023844_model_25	heat_fuel_gas	7.723984742633387e+19	0.22199205160540844	0.041997331463374483
-2402	GBM_grid_1_AutoML_20190416_023844_model_25	floor	7.23182002839434e+19	0.2078469363207211	0.03932130279071463
-2403	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_district	3.767145859476829e+19	0.10827007896923473	0.0204829603634597
-2404	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_individual	2.4125824985265603e+19	0.06933909845251932	0.01311784399496519
-2405	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_corridor	2.2494739067878506e+19	0.06465125763964372	0.012230979789503367
-2406	GBM_grid_1_AutoML_20190416_023844_model_25	heat_fuel_cogeneration	1.8282817885124428e+19	0.052545938225961444	0.009940847741036589
-2407	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_stairway	1.0845738827033608e+19	0.031171317572654417	0.005897112742468041
-2408	GBM_grid_1_AutoML_20190416_023844_model_25	heat_type_central	4.814050583763747e+18	0.013835876186073048	0.002617525600896616
-2409	GBM_grid_1_AutoML_20190416_023844_model_25	front_door_structure_mixed	2.588692925214884e+18	0.007440061996405921	0.0014075402588130436
-2410	XRT_1_AutoML_20190416_023844	supply_area	1.258150643175149e+21	1.0	0.26783701138475424
-2411	XRT_1_AutoML_20190416_023844	exclusive_use_area	7.197991398123021e+20	0.5721088676597352	0.15323192930069937
-2412	XRT_1_AutoML_20190416_023844	city	6.813685168170661e+20	0.5415635405133372	0.14505076016603852
-2413	XRT_1_AutoML_20190416_023844	apartment_building_count_in_sites	3.528997094478221e+20	0.2804908230680723	0.07512582377140238
-2414	XRT_1_AutoML_20190416_023844	floor	2.538531511507836e+20	0.20176689693544458	0.054040642671565206
-2415	XRT_1_AutoML_20190416_023844	total_parking_capacity_in_site	2.327517637951577e+20	0.18499514748708512	0.04954854742362271
-2416	XRT_1_AutoML_20190416_023844	total_household_count_in_sites	2.0446154071871377e+20	0.16250958645359162	0.04352608195710232
-2417	XRT_1_AutoML_20190416_023844	bathroom_count	1.7657607865877974e+20	0.1403457365114571	0.03758978262782085
-2418	XRT_1_AutoML_20190416_023844	total_household_count_of_area_type	1.5845822050317055e+20	0.12594534793009787	0.033732825587410455
-2419	XRT_1_AutoML_20190416_023844	heat_fuel_gas	1.5151597445413706e+20	0.1204275301022473	0.03225494975103345
-2420	XRT_1_AutoML_20190416_023844	heat_type_individual	1.513698361646661e+20	0.12031137684964302	0.032223839610993295
-2421	XRT_1_AutoML_20190416_023844	heat_fuel_cogeneration	1.0700881688511329e+20	0.08505246765606624	0.022780198747899254
-2422	XRT_1_AutoML_20190416_023844	heat_type_district	7.298689246963119e+19	0.058011250771558505	0.015537560033345749
-2423	XRT_1_AutoML_20190416_023844	room_count	5.835088417397932e+19	0.04637829697938342	0.01242182445607263
-2424	XRT_1_AutoML_20190416_023844	front_door_structure_stairway	4.1030449025437925e+19	0.032611714064613814	0.008734624031200322
-2425	XRT_1_AutoML_20190416_023844	front_door_structure_corridor	3.3131882946936963e+19	0.02633379645486906	0.007053165340886565
-2426	XRT_1_AutoML_20190416_023844	front_door_structure_mixed	2.4455089135365915e+19	0.019437329915954656	0.005206036353988771
-2427	XRT_1_AutoML_20190416_023844	heat_type_central	1.928019367877306e+19	0.015324233058544036	0.004104396784163886
-2428	GBM_grid_1_AutoML_20190416_015849_model_8	supply_area	5.779296576168857e+21	1.0	0.23762301109248513
-2429	GBM_grid_1_AutoML_20190416_015849_model_8	exclusive_use_area	4.382943689753613e+21	0.7583870514323219	0.18021021473489973
-2430	GBM_grid_1_AutoML_20190416_015849_model_8	city	3.793231939971582e+21	0.656348379076636	0.15596347816186212
-2431	GBM_grid_1_AutoML_20190416_015849_model_8	apartment_building_count_in_sites	1.6539638516504173e+21	0.286187744451565	0.06800479357434752
-2432	GBM_grid_1_AutoML_20190416_015849_model_8	total_parking_capacity_in_site	1.437249793156419e+21	0.24868939917064847	0.05909432385771046
-2433	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_in_sites	1.19553428280605e+21	0.20686501671083635	0.049155888160526184
-2434	GBM_grid_1_AutoML_20190416_015849_model_8	floor	8.546248092317762e+20	0.14787696010546564	0.03513896853146404
-2435	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_gas	8.0250486185045e+20	0.13885857063636575	0.03299599167061177
-2436	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_cogeneration	7.748274977592354e+20	0.13406951651421822	0.03185800220982219
-2437	GBM_grid_1_AutoML_20190416_015849_model_8	room_count	7.32855778819491e+20	0.12680708961042922	0.030132282461104776
-2438	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_of_area_type	6.827010897255586e+20	0.11812875160978963	0.02807010965411446
-2439	GBM_grid_1_AutoML_20190416_015849_model_8	bathroom_count	6.614504326713458e+20	0.1144517198509696	0.027196362295700948
-2440	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_district	5.2482543446324884e+20	0.09081129987815229	0.021578854518269176
-2441	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_individual	4.557220258590155e+20	0.078854237683216	0.018737581395688294
-2442	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_corridor	2.0854276955134388e+20	0.03608445540090081	0.008574496945994539
-2443	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_stairway	1.8326548980998288e+20	0.03171069132629132	0.007535189956777694
-2444	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_central	1.0623596576390303e+20	0.018382161974862296	0.004368024678856562
-2445	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_mixed	9.150703114351804e+19	0.015833593230160686	0.00376242609976437
-2446	GBM_grid_1_AutoML_20190416_030706_model_17	supply_area	6.55615104560413e+20	1.0	0.2363405589714341
-2447	GBM_grid_1_AutoML_20190416_030706_model_17	exclusive_use_area	5.783595824963136e+20	0.8821632974488912	0.20849096682315443
-2448	GBM_grid_1_AutoML_20190416_030706_model_17	city	4.672324876347606e+20	0.712662787029652	0.16843112144472805
-2449	GBM_grid_1_AutoML_20190416_030706_model_17	apartment_building_count_in_sites	1.5420819464544426e+20	0.23521147327568082	0.05559001107046894
-2450	GBM_grid_1_AutoML_20190416_030706_model_17	total_household_count_in_sites	1.474865722015938e+20	0.22495908220492095	0.05316695523401181
-2451	GBM_grid_1_AutoML_20190416_030706_model_17	total_parking_capacity_in_site	1.4141761106389814e+20	0.2157021857492408	0.05097917515133568
-2452	GBM_grid_1_AutoML_20190416_030706_model_17	bathroom_count	1.1133016146506364e+20	0.16981024489926907	0.04013304819856937
-2453	GBM_grid_1_AutoML_20190416_030706_model_17	total_household_count_of_area_type	1.0437142274161351e+20	0.159196183882301	0.037624515084862226
-2454	GBM_grid_1_AutoML_20190416_030706_model_17	floor	9.959908488022852e+19	0.15191700768854197	0.03590415051437766
-2455	GBM_grid_1_AutoML_20190416_030706_model_17	heat_type_individual	7.961615593674847e+19	0.121437342402492	0.028700569383410396
-2456	GBM_grid_1_AutoML_20190416_030706_model_17	heat_fuel_cogeneration	6.077120833387705e+19	0.09269342318558062	0.021907215448655815
-2457	GBM_grid_1_AutoML_20190416_030706_model_17	heat_fuel_gas	5.696526202846996e+19	0.08688826970614857	0.020535222230411876
-2458	GBM_grid_1_AutoML_20190416_030706_model_17	heat_type_district	4.308086668742623e+19	0.06571060731785879	0.015530081663855154
-2459	GBM_grid_1_AutoML_20190416_030706_model_17	room_count	2.852104575148622e+19	0.04350272828233488	0.01028145911902944
-2460	GBM_grid_1_AutoML_20190416_030706_model_17	front_door_structure_stairway	2.05458569066688e+19	0.03133829096333085	0.007406509203483055
-2461	GBM_grid_1_AutoML_20190416_030706_model_17	front_door_structure_corridor	1.7477124351592497e+19	0.02665759868865564	0.006300271774913043
-2462	GBM_grid_1_AutoML_20190416_030706_model_17	heat_type_central	5.640892123944321e+18	0.008603969134796725	0.002033466874690824
-2463	GBM_grid_1_AutoML_20190416_030706_model_17	front_door_structure_mixed	1.7884202588857958e+18	0.002727850908933716	0.000644701808608129
-2464	XGBoost_grid_1_AutoML_20190416_023643_model_2	supply_area	7.142137614806884e+20	1.0	0.26569619004551365
-2465	XGBoost_grid_1_AutoML_20190416_023643_model_2	exclusive_use_area	5.59679530851283e+20	0.7836302813473808	0.208207580158293
-2466	XGBoost_grid_1_AutoML_20190416_023643_model_2	city	4.8290656245038186e+20	0.6761372973957169	0.17964710386571237
-2467	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_parking_capacity_in_site	1.7632519649360033e+20	0.2468801442974828	0.06559511373772782
-2468	XGBoost_grid_1_AutoML_20190416_023643_model_2	apartment_building_count_in_sites	1.7487313745749423e+20	0.2448470568460513	0.06505493014785312
-2469	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_household_count_in_sites	1.2350279312352058e+20	0.17292132941750937	0.045944538403837436
-2470	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_fuel_cogeneration	1.034583003249781e+20	0.144856212390099	0.038487743736473026
-2471	XGBoost_grid_1_AutoML_20190416_023643_model_2	total_household_count_of_area_type	9.73705067521219e+19	0.13633244275531184	0.03622301061968444
-2472	XGBoost_grid_1_AutoML_20190416_023643_model_2	floor	7.082437300012135e+19	0.09916411139053131	0.026347526585713092
-2473	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_district	6.3988647637586805e+19	0.08959313176061925	0.023804553763042236
-2474	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_individual	5.421125807977477e+19	0.07590340735998348	0.02016724614702021
-2475	XGBoost_grid_1_AutoML_20190416_023643_model_2	bathroom_count	1.9241185205242823e+19	0.026940373096917825	0.007157954490255721
-2476	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_fuel_gas	1.394646936950145e+19	0.019527024151128104	0.005188255919881467
-2477	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_stairway	1.3233753837749142e+19	0.018529121884060713	0.004923117089483881
-2478	XGBoost_grid_1_AutoML_20190416_023643_model_2	room_count	7.004711503630696e+18	0.009807584061540232	0.002605837718702344
-2479	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_corridor	6.156046856662024e+18	0.008619333858674855	0.0022901241669802046
-2480	XGBoost_grid_1_AutoML_20190416_023643_model_2	front_door_structure_mixed	3.67726193839335e+18	0.005148685361046183	0.0013679860841730805
-2481	XGBoost_grid_1_AutoML_20190416_023643_model_2	heat_type_central	3.470820383941198e+18	0.004859638067944236	0.0012911873196529244
-2482	XGBoost_grid_1_AutoML_20190416_020809_model_1	supply_area	9.936604998779116e+20	1.0	0.26723330202346696
-2483	XGBoost_grid_1_AutoML_20190416_020809_model_1	city	7.252614432103491e+20	0.7298885719010266	0.19505053317830404
-2484	XGBoost_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	6.638427588671538e+20	0.6680780396812779	0.17853270055339268
-2485	XGBoost_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.965087115423588e+20	0.1977624264691042	0.0528487062415118
-2486	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.9485905707260183e+20	0.19610224729325926	0.052405051078400156
-2487	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	1.6926956880551058e+20	0.17034949947825065	0.04552305924361778
-2488	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.610068884563553e+20	0.16203410367639431	0.04330090856585564
-2489	XGBoost_grid_1_AutoML_20190416_020809_model_1	bathroom_count	1.073079368244265e+20	0.10799255564411701	0.028859207238730384
-2490	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	1.0565271442778646e+20	0.10632677301831735	0.02841405464718462
-2491	XGBoost_grid_1_AutoML_20190416_020809_model_1	room_count	7.641980526605946e+19	0.07690735948087798	0.02055220762398081
-2492	XGBoost_grid_1_AutoML_20190416_020809_model_1	floor	7.612403663818772e+19	0.07660970386519428	0.020472664130935826
-2493	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	7.118637620845032e+19	0.07164054142958969	0.01914473844497824
-2494	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_district	6.712478465349229e+19	0.06755303714069316	0.018052421176821334
-2495	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	3.829922695767025e+19	0.038543573949428374	0.010300126538291427
-2496	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	3.527826158575105e+19	0.03550333498220529	0.009487673440139986
-2497	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	2.034182053390241e+19	0.020471600246162302	0.005470693331486371
-2498	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_central	1.0963398665833546e+19	0.011033344554986928	0.002948477097791797
-2499	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	5.218579053564396e+18	0.00525187330502278	0.0014034754451101364
-2500	GBM_grid_1_AutoML_20190416_030706_model_22	supply_area	1.4692813464389288e+20	1.0	0.2951966734254329
-2501	GBM_grid_1_AutoML_20190416_030706_model_22	exclusive_use_area	9.654569710942945e+19	0.6570946901587333	0.19397216666037362
-2502	GBM_grid_1_AutoML_20190416_030706_model_22	city	7.7197124802525e+19	0.5254073700018469	0.15509850781775078
-2503	GBM_grid_1_AutoML_20190416_030706_model_22	heat_type_individual	5.223425261014981e+19	0.35550885292833156	0.10494503075773494
-2504	GBM_grid_1_AutoML_20190416_030706_model_22	total_household_count_in_sites	3.1965597978006127e+19	0.21755940790700556	0.06422281348655486
-2505	GBM_grid_1_AutoML_20190416_030706_model_22	apartment_building_count_in_sites	1.945289616917109e+19	0.13239735341579564	0.03908325829867424
-2506	GBM_grid_1_AutoML_20190416_030706_model_22	total_parking_capacity_in_site	1.4160243017243427e+19	0.0963752997447586	0.02844966788503171
-2507	GBM_grid_1_AutoML_20190416_030706_model_22	floor	1.2597206974011015e+19	0.08573720073791614	0.025309336446641417
-2508	GBM_grid_1_AutoML_20190416_030706_model_22	bathroom_count	8.788605348022845e+18	0.05981567362386811	0.017657387872467272
-2509	GBM_grid_1_AutoML_20190416_030706_model_22	total_household_count_of_area_type	7.654640523390484e+18	0.052097854110398266	0.015379113225993083
-2510	GBM_grid_1_AutoML_20190416_030706_model_22	heat_type_district	6.865344556519391e+18	0.046725867534892516	0.013793320659217704
-2511	GBM_grid_1_AutoML_20190416_030706_model_22	room_count	5.983046398612865e+18	0.04072090354317687	0.012020675264823734
-2512	GBM_grid_1_AutoML_20190416_030706_model_22	heat_fuel_cogeneration	4.717544249170592e+18	0.032107834626801876	0.009478125972725838
-2513	GBM_grid_1_AutoML_20190416_030706_model_22	front_door_structure_corridor	3.331749755213578e+18	0.0226760501879962	0.00669389458192464
-2514	GBM_grid_1_AutoML_20190416_030706_model_22	front_door_structure_mixed	3.0194279797856666e+18	0.020550373058936606	0.006066401764649724
-2515	GBM_grid_1_AutoML_20190416_030706_model_22	front_door_structure_stairway	2.850498188660441e+18	0.019400628719401788	0.005727001060329324
-2516	GBM_grid_1_AutoML_20190416_030706_model_22	heat_fuel_gas	1.9232372894424105e+18	0.01308964613280994	0.003864019994721576
-2517	GBM_grid_1_AutoML_20190416_030706_model_22	heat_type_central	1.5143946108922757e+18	0.010307043062669292	0.0030426048249526604
-2518	GBM_grid_1_AutoML_20190416_020809_model_9	supply_area	5.161849126606688e+21	1.0	0.31039952214470196
-2519	GBM_grid_1_AutoML_20190416_020809_model_9	city	3.194050809023051e+21	0.6187803499639993	0.19206912494135683
-2520	GBM_grid_1_AutoML_20190416_020809_model_9	exclusive_use_area	2.7288827292362306e+21	0.5286637912701163	0.16409698818545057
-2521	GBM_grid_1_AutoML_20190416_020809_model_9	apartment_building_count_in_sites	9.757618579526019e+20	0.18903339365791405	0.05867587506080785
-2522	GBM_grid_1_AutoML_20190416_020809_model_9	total_parking_capacity_in_site	8.490965703204348e+20	0.1644946509466495	0.05105906104919954
-2523	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_in_sites	5.399238225827526e+20	0.10459891588069126	0.03246745350622044
-2524	GBM_grid_1_AutoML_20190416_020809_model_9	floor	5.247033446921006e+20	0.10165026753446234	0.03155219446857822
-2525	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_gas	4.407400276423816e+20	0.08538413596216761	0.026503195001395086
-2526	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_cogeneration	4.2792376826530365e+20	0.0829012545251615	0.02573250978980644
-2527	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_of_area_type	3.6741671100293e+20	0.0711792812984566	0.02209401490164425
-2528	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_district	3.6620587602186496e+20	0.07094470741778586	0.02202120328117642
-2529	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_individual	3.303614451126465e+20	0.06400060075560954	0.01986575589151505
-2530	GBM_grid_1_AutoML_20190416_020809_model_9	bathroom_count	2.828930476433243e+20	0.05480459438172176	0.01701131990742065
-2531	GBM_grid_1_AutoML_20190416_020809_model_9	room_count	1.566226166269241e+20	0.0303423468577597	0.009418249965397408
-2532	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_stairway	1.4503402795295572e+20	0.028097300869446104	0.00872138876343199
-2533	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_corridor	5.13218822594678e+19	0.009942538226258839	0.0030861591143361757
-2534	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_central	4.594623357182909e+19	0.008901119045692326	0.002762903098336003
-2535	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_mixed	4.096028259139977e+19	0.007935195622101874	0.0024630809292251524
-2536	XGBoost_3_AutoML_20190416_023844	supply_area	8.528507428223131e+20	1.0	0.2782607124437403
-2537	XGBoost_3_AutoML_20190416_023844	city	5.908162575906437e+20	0.6927545793481674	0.1927663827980847
-2538	XGBoost_3_AutoML_20190416_023844	exclusive_use_area	5.6943942937812035e+20	0.6676894335504613	0.18579173747090874
-2539	XGBoost_3_AutoML_20190416_023844	heat_fuel_cogeneration	1.6062893793137708e+20	0.18834355165103403	0.05240861086660113
-2540	XGBoost_3_AutoML_20190416_023844	apartment_building_count_in_sites	1.5872280698127856e+20	0.18610854046514866	0.05178669506169694
-2541	XGBoost_3_AutoML_20190416_023844	total_parking_capacity_in_site	1.4746580462596837e+20	0.1729092761741219	0.04811385837634261
-2542	XGBoost_3_AutoML_20190416_023844	total_household_count_in_sites	1.1213017492152648e+20	0.13147690362613448	0.036584856872905164
-2543	XGBoost_3_AutoML_20190416_023844	heat_type_individual	8.040615064325902e+19	0.09427927608666128	0.026234218532554456
-2544	XGBoost_3_AutoML_20190416_023844	bathroom_count	7.619415029566774e+19	0.08934054515039846	0.024859963743662027
-2545	XGBoost_3_AutoML_20190416_023844	floor	7.396804386970036e+19	0.08673035052407899	0.024133649127325543
-2546	XGBoost_3_AutoML_20190416_023844	room_count	5.458682046549747e+19	0.06400512742107131	0.017810112356239683
-2547	XGBoost_3_AutoML_20190416_023844	heat_type_district	4.577500442701228e+19	0.053672937278017065	0.014935069765929216
-2548	XGBoost_3_AutoML_20190416_023844	total_household_count_of_area_type	4.359891258596917e+19	0.0511213866586885	0.014225073472758582
-2549	XGBoost_3_AutoML_20190416_023844	heat_fuel_gas	3.1259315688787935e+19	0.03665273900722937	0.010199017269166114
-2550	XGBoost_3_AutoML_20190416_023844	front_door_structure_stairway	2.728452837781956e+19	0.03199214939712393	0.008902158283850282
-2551	XGBoost_3_AutoML_20190416_023844	front_door_structure_mixed	1.6491135100361114e+19	0.019336484419052623	0.005380583930602867
-2552	XGBoost_3_AutoML_20190416_023844	front_door_structure_corridor	1.2761907218782093e+19	0.014963822598722844	0.00416384393720236
-2553	XGBoost_3_AutoML_20190416_023844	heat_type_central	1.0553964724905574e+19	0.012374925875047795	0.0034434556904292756
-2554	XGBoost_3_AutoML_20190416_023643	supply_area	7.678731658783894e+20	1.0	0.2515687703512406
-2555	XGBoost_3_AutoML_20190416_023643	city	5.765088141556968e+20	0.7507865097697664	0.1888744390590798
-2556	XGBoost_3_AutoML_20190416_023643	exclusive_use_area	5.4235713857204414e+20	0.7063108370919932	0.17768574877298815
-2557	XGBoost_3_AutoML_20190416_023643	apartment_building_count_in_sites	1.9678531348353516e+20	0.25627320009083465	0.06447033382082872
-2558	XGBoost_3_AutoML_20190416_023643	heat_fuel_cogeneration	1.515664464358985e+20	0.19738474160966132	0.04965583673283985
-2559	XGBoost_3_AutoML_20190416_023643	total_parking_capacity_in_site	1.5051802251639547e+20	0.1960193808103896	0.04931235459548128
-2560	XGBoost_3_AutoML_20190416_023643	bathroom_count	1.1053788857046034e+20	0.1439533160974746	0.036214158718625135
-2561	XGBoost_3_AutoML_20190416_023643	total_household_count_in_sites	1.0999466825368784e+20	0.143245881144788	0.036036190177474274
-2562	XGBoost_3_AutoML_20190416_023643	room_count	9.893387154933101e+19	0.1288414232266576	0.03241247841143402
-2563	XGBoost_3_AutoML_20190416_023643	heat_type_individual	8.06185586975593e+19	0.1049894204928202	0.026412059413268116
-2564	XGBoost_3_AutoML_20190416_023643	floor	6.969083808453545e+19	0.09075826735632095	0.0228319457180388
-2565	XGBoost_3_AutoML_20190416_023643	heat_type_district	6.750715081716767e+19	0.08791445490863657	0.02211653131746529
-2566	XGBoost_3_AutoML_20190416_023643	total_household_count_of_area_type	4.660924348142453e+19	0.06069914349475547	0.015270008890349138
-2567	XGBoost_3_AutoML_20190416_023643	front_door_structure_corridor	1.971480203793059e+19	0.025674555270307348	0.006458916298666183
-2568	XGBoost_3_AutoML_20190416_023643	front_door_structure_stairway	1.8862214333474013e+19	0.024564231661744623	0.006179593553768106
-2569	XGBoost_3_AutoML_20190416_023643	front_door_structure_mixed	1.7985420880531948e+19	0.023422384945511115	0.005892340579435641
-2570	XGBoost_3_AutoML_20190416_023643	heat_fuel_gas	1.7920539798888514e+19	0.023337890416301705	0.005871084394621023
-2571	XGBoost_3_AutoML_20190416_023643	heat_type_central	8.354890342062883e+18	0.010880560375495755	0.0027372091943958995
-2572	XGBoost_grid_1_AutoML_20190416_030706_model_6	supply_area	5.3463659662021965e+20	1.0	0.19984928004780614
-2573	XGBoost_grid_1_AutoML_20190416_030706_model_6	exclusive_use_area	4.623232121972059e+20	0.8647429209295567	0.17281825017420888
-2574	XGBoost_grid_1_AutoML_20190416_030706_model_6	city	4.541021725524178e+20	0.8493660468121496	0.1697451929524593
-2575	XGBoost_grid_1_AutoML_20190416_030706_model_6	apartment_building_count_in_sites	2.2551634396569403e+20	0.42181239629184997	0.08429890371416612
-2576	XGBoost_grid_1_AutoML_20190416_030706_model_6	total_parking_capacity_in_site	1.8805422358876127e+20	0.3517421455575104	0.07029541455213908
-2577	XGBoost_grid_1_AutoML_20190416_030706_model_6	total_household_count_in_sites	1.5332406415141005e+20	0.2867818348400945	0.05731314322358173
-2578	XGBoost_grid_1_AutoML_20190416_030706_model_6	room_count	1.3865807437269198e+20	0.259350136614737	0.05183093808275535
-2579	XGBoost_grid_1_AutoML_20190416_030706_model_6	total_household_count_of_area_type	9.151183381030817e+19	0.17116642292879516	0.03420748639067801
-2580	XGBoost_grid_1_AutoML_20190416_030706_model_6	floor	8.609324699458155e+19	0.16103133892971808	0.032181997150238416
-2581	XGBoost_grid_1_AutoML_20190416_030706_model_6	heat_type_individual	6.366280516767213e+19	0.11907678144392939	0.023797409041979252
-2582	XGBoost_grid_1_AutoML_20190416_030706_model_6	heat_fuel_cogeneration	6.034632185653232e+19	0.11287353360772545	0.02255769442795578
-2583	XGBoost_grid_1_AutoML_20190416_030706_model_6	heat_type_district	5.781147256548544e+19	0.10813227701012011	0.021610157710402447
-2584	XGBoost_grid_1_AutoML_20190416_030706_model_6	bathroom_count	5.344072472907586e+19	0.09995710182750098	0.01997635483589132
-2585	XGBoost_grid_1_AutoML_20190416_030706_model_6	heat_fuel_gas	4.87239297970796e+19	0.09113466998910057	0.018213198184716155
-2586	XGBoost_grid_1_AutoML_20190416_030706_model_6	front_door_structure_corridor	2.615953226953497e+19	0.048929557824709584	0.00977853690432571
-2587	XGBoost_grid_1_AutoML_20190416_030706_model_6	front_door_structure_stairway	2.2501967257319506e+19	0.04208834075252022	0.008411324597797906
-2588	XGBoost_grid_1_AutoML_20190416_030706_model_6	heat_type_central	4.2325230070016246e+18	0.007916635400116853	0.0015821338851143287
-2589	XGBoost_grid_1_AutoML_20190416_030706_model_6	front_door_structure_mixed	4.0999675344243917e+18	0.007668699749218277	0.0015325841237840644
-2590	DRF_1_AutoML_20190416_023643	supply_area	9.420495296232224e+20	1.0	0.2552046759557806
-2591	DRF_1_AutoML_20190416_023643	exclusive_use_area	6.239361514627913e+20	0.66231777825136	0.16902659397839087
-2592	DRF_1_AutoML_20190416_023643	city	5.895874785798133e+20	0.6258561360522327	0.15972141239614698
-2593	DRF_1_AutoML_20190416_023643	apartment_building_count_in_sites	2.1898886888702974e+20	0.23246003739805005	0.059324888516838
-2594	DRF_1_AutoML_20190416_023643	total_parking_capacity_in_site	2.100119106000991e+20	0.22293085872469406	0.05689299756137946
-2595	DRF_1_AutoML_20190416_023643	floor	2.0796896521913316e+20	0.22076224092199423	0.056339556157769505
-2596	DRF_1_AutoML_20190416_023643	total_household_count_in_sites	1.629814881945387e+20	0.1730073452292089	0.04415228347719012
-2597	DRF_1_AutoML_20190416_023643	room_count	1.5701237150873813e+20	0.1666710364703818	0.04253522785363788
-2598	DRF_1_AutoML_20190416_023643	heat_fuel_cogeneration	1.4121180887545754e+20	0.14989849730293472	0.03825479743045391
-2599	DRF_1_AutoML_20190416_023643	total_household_count_of_area_type	1.3200979375246069e+20	0.1401304173521096	0.03576193775189342
-2600	DRF_1_AutoML_20190416_023643	heat_fuel_gas	7.893278746985313e+19	0.08378836248814084	0.021383181897651465
-2601	DRF_1_AutoML_20190416_023643	bathroom_count	7.0413300786867995e+19	0.07474479692700463	0.019075221679136844
-2602	DRF_1_AutoML_20190416_023643	heat_type_individual	4.0361699665145496e+19	0.0428445621975825	0.01093413261210133
-2603	DRF_1_AutoML_20190416_023643	heat_type_district	3.601724774882581e+19	0.03823285996780986	0.009757204638947652
-2604	DRF_1_AutoML_20190416_023643	front_door_structure_stairway	3.3039451402436346e+19	0.03507188355122967	0.00895050867685044
-2605	DRF_1_AutoML_20190416_023643	front_door_structure_corridor	1.870319636479528e+19	0.01985372931747625	0.005066764556980307
-2606	DRF_1_AutoML_20190416_023643	front_door_structure_mixed	1.5643190633508635e+19	0.016605486380068795	0.004237797770713585
-2607	DRF_1_AutoML_20190416_023643	heat_type_central	1.2479775833629655e+19	0.013247473132990158	0.003380817088137663
-2608	XGBoost_grid_1_AutoML_20190416_023844_model_2	city	5.1678703689397384e+20	1.0	0.22795148050995037
-2609	XGBoost_grid_1_AutoML_20190416_023844_model_2	supply_area	5.157405481149357e+20	0.997975009618415	0.22748988095444966
-2610	XGBoost_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	4.987945230639311e+20	0.9651838909540331	0.22001509690732635
-2611	XGBoost_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	1.4163427642722117e+20	0.27406700694057745	0.06247397999103547
-2612	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	1.2155751955947323e+20	0.23521781871709851	0.05361825001888372
-2613	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	7.160015761835452e+19	0.13854867190301506	0.031582374882979644
-2614	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	6.39412762786157e+19	0.12372848332829633	0.028204090955935863
-2615	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	6.3299900359808385e+19	0.12248739972321568	0.0279211841107211
-2616	XGBoost_grid_1_AutoML_20190416_023844_model_2	bathroom_count	5.8767361586394825e+19	0.11371678736293801	0.025921910038216936
-2617	XGBoost_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	5.122437756831662e+19	0.09912086393689094	0.02259474768383964
-2618	XGBoost_grid_1_AutoML_20190416_023844_model_2	floor	4.721263347251544e+19	0.09135800649388537	0.020825192836718832
-2619	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_district	3.4037698009294176e+19	0.06586407084409412	0.015013812461323512
-2620	XGBoost_grid_1_AutoML_20190416_023844_model_2	room_count	2.7640994445591052e+19	0.05348623799025747	0.012192267136786743
-2621	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	2.370678131271087e+19	0.04587340552347224	0.01045691070510883
-2622	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	1.0293849960587723e+19	0.019918939961142353	0.004540551854331213
-2623	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	8.781315585930691e+18	0.01699213594580218	0.003873382545871953
-2624	XGBoost_grid_1_AutoML_20190416_023844_model_2	heat_type_central	8.595572887627235e+18	0.016632717684423533	0.003791452621068378
-2625	XGBoost_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	3.476435864702157e+18	0.006727018319957195	0.0015334337854518015
-2626	GBM_grid_1_AutoML_20190416_023844_model_51	supply_area	5.00439392459084e+20	1.0	0.3307831805305442
-2627	GBM_grid_1_AutoML_20190416_023844_model_51	city	2.587335050344813e+20	0.5170126671345829	0.17101909440935686
-2628	GBM_grid_1_AutoML_20190416_023844_model_51	exclusive_use_area	2.1050774636376097e+20	0.42064583551138435	0.13914256734738384
-2629	GBM_grid_1_AutoML_20190416_023844_model_51	total_parking_capacity_in_site	8.090046468282804e+19	0.16165886599233387	0.05347403385390522
-2630	GBM_grid_1_AutoML_20190416_023844_model_51	apartment_building_count_in_sites	7.620444172450372e+19	0.15227506641722696	0.05037003078499019
-2631	GBM_grid_1_AutoML_20190416_023844_model_51	room_count	6.839419281799224e+19	0.1366682836095565	0.04520756953001953
-2632	GBM_grid_1_AutoML_20190416_023844_model_51	total_household_count_in_sites	6.534581442216932e+19	0.13057687985166355	0.043192635621088
-2633	GBM_grid_1_AutoML_20190416_023844_model_51	floor	3.9624266012489155e+19	0.0791789507572165	0.026191065162543412
-2634	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_individual	3.77753536475001e+19	0.0754843727666555	0.024968960904107496
-2635	GBM_grid_1_AutoML_20190416_023844_model_51	heat_fuel_cogeneration	3.752031093032118e+19	0.07497473519411013	0.024800381366943076
-2636	GBM_grid_1_AutoML_20190416_023844_model_51	heat_fuel_gas	3.417262347918508e+19	0.06828523892027352	0.022587608513336178
-2637	GBM_grid_1_AutoML_20190416_023844_model_51	total_household_count_of_area_type	2.986119429509402e+19	0.05966995153670976	0.019737816351416287
-2638	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_district	2.5304670775032152e+19	0.050564905873394184	0.01672602038802892
-2639	GBM_grid_1_AutoML_20190416_023844_model_51	bathroom_count	2.109097058246433e+19	0.042144904858161684	0.013940825672139905
-2640	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_stairway	1.3733553340829139e+19	0.027442990195764808	0.009077679580223624
-2641	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_mixed	5.288045648451469e+18	0.010566805347730137	0.0034953214809693373
-2642	GBM_grid_1_AutoML_20190416_023844_model_51	heat_type_central	4.425180533932163e+18	0.008842590332842286	0.0029249801544262146
-2643	GBM_grid_1_AutoML_20190416_023844_model_51	front_door_structure_corridor	3.570771763342082e+18	0.007135273156247445	0.002360228348577744
-2644	XGBoost_3_AutoML_20190416_022142	supply_area	9.343426040233963e+20	1.0	0.30631707650558293
-2645	XGBoost_3_AutoML_20190416_022142	city	6.131125941833365e+20	0.6561967650230193	0.2010042746742722
-2646	XGBoost_3_AutoML_20190416_022142	exclusive_use_area	4.944941131853736e+20	0.5292428184865167	0.16211611292036465
-2647	XGBoost_3_AutoML_20190416_022142	apartment_building_count_in_sites	1.755396877945311e+20	0.187875076057364	0.057549344046155776
-2648	XGBoost_3_AutoML_20190416_022142	heat_fuel_cogeneration	1.4261622827175536e+20	0.1526380448217089	0.046755639653313995
-2649	XGBoost_3_AutoML_20190416_022142	total_parking_capacity_in_site	1.4002265626369222e+20	0.14986221934088964	0.04590535690713975
-2650	XGBoost_3_AutoML_20190416_022142	room_count	8.698132693438274e+19	0.09309361101573475	0.0285161627676878
-2651	XGBoost_3_AutoML_20190416_022142	heat_type_individual	7.436779990928065e+19	0.0795937160406082	0.02438091440577463
-2652	XGBoost_3_AutoML_20190416_022142	total_household_count_in_sites	7.193606721673311e+19	0.07699110252167395	0.023583689441380777
-2653	XGBoost_3_AutoML_20190416_022142	floor	6.644806603292174e+19	0.07111745279171477	0.021784490227681877
-2654	XGBoost_3_AutoML_20190416_022142	bathroom_count	6.327441807832305e+19	0.06772078871910098	0.02074403401908727
-2655	XGBoost_3_AutoML_20190416_022142	heat_fuel_gas	4.9812798152298725e+19	0.053313204319056604	0.016330744886158235
-2656	XGBoost_3_AutoML_20190416_022142	total_household_count_of_area_type	4.5199071440290185e+19	0.04837526539585942	0.014818169871241349
-2657	XGBoost_3_AutoML_20190416_022142	heat_type_district	4.380590664501428e+19	0.04688420120882914	0.014361431448588058
-2658	XGBoost_3_AutoML_20190416_022142	front_door_structure_stairway	2.1839309191444955e+19	0.023373984122528668	0.007159850482700895
-2659	XGBoost_3_AutoML_20190416_022142	front_door_structure_mixed	1.4788885491889471e+19	0.01582811853832489	0.004848422997243501
-2660	XGBoost_3_AutoML_20190416_022142	heat_type_central	6.117621124294509e+18	0.006547513832668301	0.0020056152956028184
-2661	XGBoost_3_AutoML_20190416_022142	front_door_structure_corridor	5.547390204874064e+18	0.005937212090068789	0.0018186694500234733
-2662	DRF_1_AutoML_20190416_022142	city	6.907008196699079e+20	1.0	0.18703113875544292
-2663	DRF_1_AutoML_20190416_022142	supply_area	6.894123679640149e+20	0.9981345733649067	0.1866822458876167
-2664	DRF_1_AutoML_20190416_022142	exclusive_use_area	6.538627117241566e+20	0.9466656084708911	0.17705594677292505
-2665	DRF_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.8671213531170655e+20	0.41510322146241097	0.07763722821116753
-2666	DRF_1_AutoML_20190416_022142	total_parking_capacity_in_site	1.930921506828588e+20	0.27955975320130544	0.05228637899143073
-2667	DRF_1_AutoML_20190416_022142	floor	1.8870745664096253e+20	0.2732115718802064	0.05109907140991955
-2668	DRF_1_AutoML_20190416_022142	total_household_count_in_sites	1.8712062386757016e+20	0.27091414768697797	0.05066938154685573
-2669	DRF_1_AutoML_20190416_022142	room_count	1.7962591280799783e+20	0.2600632686288727	0.04863992928012072
-2670	DRF_1_AutoML_20190416_022142	total_household_count_of_area_type	1.3600847125207738e+20	0.1969137249859889	0.03682899822070562
-2671	DRF_1_AutoML_20190416_022142	bathroom_count	1.174380189261035e+20	0.17002733395079533	0.03180040588836923
-2672	DRF_1_AutoML_20190416_022142	heat_fuel_gas	1.0129650213509608e+20	0.14665756757536003	0.027429531870722907
-2673	DRF_1_AutoML_20190416_022142	heat_type_district	1.0004770321654717e+20	0.14484955043829376	0.02709137636668805
-2674	DRF_1_AutoML_20190416_022142	heat_type_individual	5.821088995548437e+19	0.08427800908547332	0.01576261201129764
-2675	DRF_1_AutoML_20190416_022142	heat_fuel_cogeneration	4.5106725657696535e+19	0.06530573639575735	0.01221420624536127
-2676	DRF_1_AutoML_20190416_022142	front_door_structure_corridor	2.1063397029862965e+19	0.030495688480476034	0.005703643343634675
-2677	DRF_1_AutoML_20190416_022142	front_door_structure_stairway	1.9367923711553307e+19	0.028040973978877583	0.005244535295081218
-2678	DRF_1_AutoML_20190416_022142	heat_type_central	1.4095186013739549e+19	0.020407078741380043	0.0038167591756723004
-2679	DRF_1_AutoML_20190416_022142	front_door_structure_mixed	1.1103330212165714e+19	0.01607545538670722	0.0030066107269881705
-2680	XGBoost_3_AutoML_20190416_015849	supply_area	7.189425410894274e+20	1.0	0.23538451872135874
-2681	XGBoost_3_AutoML_20190416_015849	exclusive_use_area	6.47428193756551e+20	0.9005284243932633	0.21197044977071178
-2682	XGBoost_3_AutoML_20190416_015849	city	5.821097439797738e+20	0.8096749193582171	0.1905849412138889
-2683	XGBoost_3_AutoML_20190416_015849	apartment_building_count_in_sites	1.942425916892334e+20	0.27017818613834405	0.0635957623131838
-2684	XGBoost_3_AutoML_20190416_015849	heat_fuel_cogeneration	1.4375684404222414e+20	0.19995595729303572	0.04706653677288978
-2685	XGBoost_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.3955547817109671e+20	0.1941121441494137	0.045690993628580756
-2686	XGBoost_3_AutoML_20190416_015849	total_household_count_in_sites	1.1722167022212927e+20	0.16304734178687078	0.03837882007529946
-2687	XGBoost_3_AutoML_20190416_015849	heat_type_individual	1.0065613776698632e+20	0.14000581689666067	0.03295520182841115
-2688	XGBoost_3_AutoML_20190416_015849	bathroom_count	8.239188623520852e+19	0.11460148972455922	0.02697541650356611
-2689	XGBoost_3_AutoML_20190416_015849	room_count	7.511650575514495e+19	0.10448193209059442	0.024593429300222257
-2690	XGBoost_3_AutoML_20190416_015849	floor	7.289777045513018e+19	0.10139582273802686	0.023867006935546657
-2691	XGBoost_3_AutoML_20190416_015849	total_household_count_of_area_type	4.758216613647142e+19	0.06618354516116023	0.015578581925033015
-2692	XGBoost_3_AutoML_20190416_015849	heat_type_district	3.993024250631317e+19	0.055540241708059324	0.01307331306411948
-2693	XGBoost_3_AutoML_20190416_015849	heat_fuel_gas	2.8084708960049824e+19	0.03906391311535484	0.009195040388030774
-2694	XGBoost_3_AutoML_20190416_015849	front_door_structure_stairway	2.4306268037523177e+19	0.03380835970659272	0.007957964478294903
-2695	XGBoost_3_AutoML_20190416_015849	heat_type_central	1.6046617942414066e+19	0.02231975022384726	0.0052537236644212264
-2696	XGBoost_3_AutoML_20190416_015849	front_door_structure_corridor	1.534276007633512e+19	0.02134073197711453	0.0050232779255946144
-2697	XGBoost_3_AutoML_20190416_015849	front_door_structure_mixed	8.720184388693787e+18	0.012129181249283043	0.002855021490846618
-2698	XGBoost_3_AutoML_20190416_030706	supply_area	7.972628829904233e+20	1.0	0.26118794989476907
-2699	XGBoost_3_AutoML_20190416_030706	city	5.713157063885015e+20	0.7165963932066861	0.18716634284364014
-2700	XGBoost_3_AutoML_20190416_030706	exclusive_use_area	5.39323929038638e+20	0.6764693811101656	0.17668565081874738
-2701	XGBoost_3_AutoML_20190416_030706	total_parking_capacity_in_site	1.668677252370525e+20	0.2093007573752269	0.05466683573025798
-2702	XGBoost_3_AutoML_20190416_030706	apartment_building_count_in_sites	1.5646824519438434e+20	0.19625677870201796	0.05125990568213144
-2703	XGBoost_3_AutoML_20190416_030706	room_count	1.5432986220412744e+20	0.1935746232475509	0.050559358997680125
-2704	XGBoost_3_AutoML_20190416_030706	heat_fuel_cogeneration	1.1529497400654483e+20	0.14461349758826003	0.03777130296218977
-2705	XGBoost_3_AutoML_20190416_030706	total_household_count_in_sites	1.076592615758265e+20	0.13503608893971264	0.03526979923197124
-2706	XGBoost_3_AutoML_20190416_030706	heat_type_individual	8.915909882919308e+19	0.11183149338994634	0.029209038492190503
-2707	XGBoost_3_AutoML_20190416_030706	heat_fuel_gas	7.090093859183316e+19	0.08893043951311706	0.023227559179671807
-2708	XGBoost_3_AutoML_20190416_030706	heat_type_district	6.331541666789956e+19	0.07941598438699686	0.0207424981509147
-2709	XGBoost_3_AutoML_20190416_030706	bathroom_count	6.113524343969415e+19	0.07668141179529676	0.020028260741850126
-2710	XGBoost_3_AutoML_20190416_030706	floor	5.692380164400978e+19	0.0713990364514355	0.018648567955212324
-2711	XGBoost_3_AutoML_20190416_030706	total_household_count_of_area_type	3.8429347561747775e+19	0.04820160123045561	0.012589677407027879
-2712	XGBoost_3_AutoML_20190416_030706	front_door_structure_stairway	2.023469731503145e+19	0.025380207390483158	0.006629004336224362
-2713	XGBoost_3_AutoML_20190416_030706	front_door_structure_corridor	1.7316905716216234e+19	0.0217204463993895	0.0056731188658557625
-2714	XGBoost_3_AutoML_20190416_030706	front_door_structure_mixed	1.4678436250344489e+19	0.018411036765298414	0.004808740948165513
-2715	XGBoost_3_AutoML_20190416_030706	heat_type_central	1.183247574617188e+19	0.014841372900479065	0.0038763877614999094
-2716	GBM_grid_1_AutoML_20190416_023844_model_26	supply_area	8.67518263121217e+20	1.0	0.2538077963087307
-2717	GBM_grid_1_AutoML_20190416_023844_model_26	city	6.974125201208293e+20	0.8039168162427273	0.2040403555460974
-2718	GBM_grid_1_AutoML_20190416_023844_model_26	exclusive_use_area	6.523628019420097e+20	0.7519873986224727	0.1908602644963048
-2719	GBM_grid_1_AutoML_20190416_023844_model_26	apartment_building_count_in_sites	1.6972805635820015e+20	0.1956478192718858	0.04965694186200615
-2720	GBM_grid_1_AutoML_20190416_023844_model_26	total_parking_capacity_in_site	1.6800178791821974e+20	0.1936579263631538	0.04915189152795051
-2721	GBM_grid_1_AutoML_20190416_023844_model_26	heat_fuel_gas	1.5791514971997943e+20	0.18203092249818628	0.04620086729931001
-2722	GBM_grid_1_AutoML_20190416_023844_model_26	total_household_count_in_sites	1.2938608632970346e+20	0.14914508642641053	0.03785418571616244
-2723	GBM_grid_1_AutoML_20190416_023844_model_26	bathroom_count	1.1731778513058293e+20	0.13523379289847906	0.034323390962034246
-2724	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_individual	8.277569495813954e+19	0.09541665977189163	0.024217492147843734
-2725	GBM_grid_1_AutoML_20190416_023844_model_26	room_count	7.855861046878142e+19	0.09055556961548894	0.0229837095675891
-2726	GBM_grid_1_AutoML_20190416_023844_model_26	floor	7.572237184642161e+19	0.08728619911007111	0.02215391784429224
-2727	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_district	6.837210143036696e+19	0.07881344328633855	0.020003466360008715
-2728	GBM_grid_1_AutoML_20190416_023844_model_26	heat_fuel_cogeneration	5.048285373240495e+19	0.05819226623630292	0.014769650855646998
-2729	GBM_grid_1_AutoML_20190416_023844_model_26	total_household_count_of_area_type	4.077926339504924e+19	0.04700680680580809	0.011930694046892397
-2730	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_stairway	3.1385669366028698e+19	0.036178684300094355	0.009182432135556222
-2731	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_corridor	1.7336842061051068e+19	0.019984411623422637	0.005072199474667483
-2732	GBM_grid_1_AutoML_20190416_023844_model_26	heat_type_central	7.161506259798065e+18	0.00825516483541442	0.0020952251950418594
-2733	GBM_grid_1_AutoML_20190416_023844_model_26	front_door_structure_mixed	5.795304238414299e+18	0.006680325342735211	0.00169551865386499
-2734	XGBoost_grid_1_AutoML_20190416_030706_model_5	city	5.708318157191638e+20	1.0	0.2293953285073597
-2735	XGBoost_grid_1_AutoML_20190416_030706_model_5	supply_area	5.543192269479215e+20	0.9710727602832738	0.22275955484973017
-2736	XGBoost_grid_1_AutoML_20190416_030706_model_5	exclusive_use_area	5.054543969347657e+20	0.8854699107791807	0.20312266106657265
-2737	XGBoost_grid_1_AutoML_20190416_030706_model_5	total_parking_capacity_in_site	1.6124098767604836e+20	0.2824667147764154	0.06479654482853049
-2738	XGBoost_grid_1_AutoML_20190416_030706_model_5	apartment_building_count_in_sites	1.5844106812177724e+20	0.27756173317383315	0.06367136496248357
-2739	XGBoost_grid_1_AutoML_20190416_030706_model_5	total_household_count_in_sites	1.2823849525746808e+20	0.22465197581166094	0.051534113791143386
-2740	XGBoost_grid_1_AutoML_20190416_030706_model_5	total_household_count_of_area_type	9.555240710098964e+19	0.16739152315924738	0.03839883344446286
-2741	XGBoost_grid_1_AutoML_20190416_030706_model_5	floor	7.028942101078973e+19	0.12313507950189398	0.028246612013116824
-2742	XGBoost_grid_1_AutoML_20190416_030706_model_5	room_count	5.3418756486752895e+19	0.09358055212716752	0.021466941497111692
-2743	XGBoost_grid_1_AutoML_20190416_030706_model_5	heat_type_individual	4.477321739271301e+19	0.07843504191563913	0.017992632206726568
-2744	XGBoost_grid_1_AutoML_20190416_030706_model_5	bathroom_count	4.042533500011466e+19	0.07081829338679153	0.016245385675793624
-2745	XGBoost_grid_1_AutoML_20190416_030706_model_5	heat_fuel_cogeneration	3.441717685543502e+19	0.06029302485894984	0.013830938244221203
-2746	XGBoost_grid_1_AutoML_20190416_030706_model_5	heat_fuel_gas	2.542196887450655e+19	0.04453495438490692	0.010216110491186002
-2747	XGBoost_grid_1_AutoML_20190416_030706_model_5	heat_type_district	1.2571324470293168e+19	0.02202281674586613	0.005051931282075343
-2748	XGBoost_grid_1_AutoML_20190416_030706_model_5	front_door_structure_corridor	1.1843758934496117e+19	0.02074824599531953	0.004759550706047834
-2749	XGBoost_grid_1_AutoML_20190416_030706_model_5	heat_type_central	1.003145151061898e+19	0.017573392432551842	0.004031254130053979
-2750	XGBoost_grid_1_AutoML_20190416_030706_model_5	front_door_structure_stairway	7.246040012276367e+18	0.012693826469968965	0.002911904493093949
-2751	XGBoost_grid_1_AutoML_20190416_030706_model_5	front_door_structure_mixed	3.902682437930451e+18	0.006836834126026503	0.0015683378102901771
-2752	GBM_grid_1_AutoML_20190416_030706_model_40	supply_area	4.124301892784981e+20	1.0	0.2342537649969173
-2753	GBM_grid_1_AutoML_20190416_030706_model_40	city	3.811489251385965e+20	0.9241537963197486	0.21648650622409538
-2754	GBM_grid_1_AutoML_20190416_030706_model_40	exclusive_use_area	2.1197468838926064e+20	0.5139650149279502	0.12039823982356915
-2755	GBM_grid_1_AutoML_20190416_030706_model_40	total_parking_capacity_in_site	1.5527802825536333e+20	0.3764953010035599	0.08819544176373156
-2756	GBM_grid_1_AutoML_20190416_030706_model_40	room_count	8.404038841677958e+19	0.20376876039021083	0.0477335993101616
-2757	GBM_grid_1_AutoML_20190416_030706_model_40	apartment_building_count_in_sites	7.506887491142969e+19	0.18201595533720397	0.04263792282725077
-2758	GBM_grid_1_AutoML_20190416_030706_model_40	total_household_count_in_sites	6.808630317393589e+19	0.16508564344682305	0.03867193352435697
-2759	GBM_grid_1_AutoML_20190416_030706_model_40	bathroom_count	6.709713853312349e+19	0.16268726266256758	0.03811010379574887
-2760	GBM_grid_1_AutoML_20190416_030706_model_40	heat_fuel_gas	5.378017475489589e+19	0.1303982495776521	0.030546280912572683
-2761	GBM_grid_1_AutoML_20190416_030706_model_40	floor	4.763725606706951e+19	0.11550380477822374	0.027057201140767834
-2762	GBM_grid_1_AutoML_20190416_030706_model_40	total_household_count_of_area_type	4.574825990617825e+19	0.11092364500816458	0.025984281470344064
-2763	GBM_grid_1_AutoML_20190416_030706_model_40	front_door_structure_stairway	4.1962003655001375e+19	0.1017432883087665	0.023833748349495393
-2764	GBM_grid_1_AutoML_20190416_030706_model_40	heat_type_individual	3.674761154171555e+19	0.08910019803836744	0.020872056852458517
-2765	GBM_grid_1_AutoML_20190416_030706_model_40	heat_type_district	3.2457154442412687e+19	0.07869732935698272	0.01843514569707563
-2766	GBM_grid_1_AutoML_20190416_030706_model_40	heat_fuel_cogeneration	2.3360773799542784e+19	0.05664176485336809	0.013268546672971539
-2767	GBM_grid_1_AutoML_20190416_030706_model_40	front_door_structure_corridor	1.2306413636254958e+19	0.029838779886078887	0.006989846531228266
-2768	GBM_grid_1_AutoML_20190416_030706_model_40	front_door_structure_mixed	7.158055992310104e+18	0.017355800274544274	0.004065661558846527
-2769	GBM_grid_1_AutoML_20190416_030706_model_40	heat_type_central	4.330612088582963e+18	0.010500230587287752	0.002459718548407948
-2770	GBM_grid_1_AutoML_20190416_030706_model_35	supply_area	6.882892405856929e+21	1.0	0.2854635497255805
-2771	GBM_grid_1_AutoML_20190416_030706_model_35	city	5.282163916551798e+21	0.7674337480645481	0.21907436190171276
-2772	GBM_grid_1_AutoML_20190416_030706_model_35	exclusive_use_area	4.509182683533552e+21	0.6551290384397855	0.18701546084132747
-2773	GBM_grid_1_AutoML_20190416_030706_model_35	heat_type_district	1.29211313239008e+21	0.18772821892298786	0.053589563757417004
-2774	GBM_grid_1_AutoML_20190416_030706_model_35	apartment_building_count_in_sites	1.2457976916097368e+21	0.18099915241296488	0.051668660545126324
-2775	GBM_grid_1_AutoML_20190416_030706_model_35	total_parking_capacity_in_site	1.244811966241296e+21	0.18085593858506865	0.051627778217445276
-2776	GBM_grid_1_AutoML_20190416_030706_model_35	total_household_count_in_sites	6.855258318543383e+20	0.09959851054347399	0.02843174436712074
-2777	GBM_grid_1_AutoML_20190416_030706_model_35	total_household_count_of_area_type	6.512490054591657e+20	0.094618507316051	0.02701013496817573
-2778	GBM_grid_1_AutoML_20190416_030706_model_35	floor	6.403168692074447e+20	0.09303020175973889	0.02655673162602201
-2779	GBM_grid_1_AutoML_20190416_030706_model_35	heat_type_individual	4.879578420136871e+20	0.07089430042498765	0.020237738654628704
-2780	GBM_grid_1_AutoML_20190416_030706_model_35	bathroom_count	3.889567595175734e+20	0.05651065519876419	0.016131732230357555
-2781	GBM_grid_1_AutoML_20190416_030706_model_35	heat_fuel_cogeneration	3.62501383853376e+20	0.052667013005304145	0.015034512485937436
-2782	GBM_grid_1_AutoML_20190416_030706_model_35	room_count	2.0376920023693577e+20	0.029605170068260897	0.008451196937915262
-2783	GBM_grid_1_AutoML_20190416_030706_model_35	front_door_structure_stairway	1.3194150088623627e+20	0.0191694847320237	0.005472189158013804
-2784	GBM_grid_1_AutoML_20190416_030706_model_35	heat_type_central	5.921837685806203e+19	0.008603705152745195	0.0024560442136949113
-2785	GBM_grid_1_AutoML_20190416_030706_model_35	front_door_structure_corridor	2.6599418284505825e+19	0.0038645698226913027	0.0011031938197478164
-2786	GBM_grid_1_AutoML_20190416_030706_model_35	front_door_structure_mixed	1.6284918396036841e+19	0.0023659992682987974	0.0006754065497767008
-2787	GBM_grid_1_AutoML_20190416_030706_model_35	heat_fuel_gas	0.0	0.0	0.0
-2788	GBM_grid_1_AutoML_20190416_022142_model_34	city	3.9895869134000987e+20	1.0	0.19327837501244322
-2789	GBM_grid_1_AutoML_20190416_022142_model_34	exclusive_use_area	3.768389099264588e+20	0.944556211222631	0.18256228961302018
-2790	GBM_grid_1_AutoML_20190416_022142_model_34	supply_area	2.9804530303649605e+20	0.7470580526405651	0.14439016645432867
-2791	GBM_grid_1_AutoML_20190416_022142_model_34	room_count	1.8994343085588506e+20	0.4760979895384885	0.09201944576469023
-2792	GBM_grid_1_AutoML_20190416_022142_model_34	apartment_building_count_in_sites	1.5208611961165054e+20	0.381207686191341	0.07367920212931577
-2793	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_in_sites	1.0364171645667718e+20	0.2597805705361842	0.05020996653303907
-2794	GBM_grid_1_AutoML_20190416_022142_model_34	total_parking_capacity_in_site	9.139439717236867e+19	0.22908235653519932	0.04427666561514447
-2795	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_district	7.707526372979533e+19	0.19319108820744665	0.037339659595620876
-2796	GBM_grid_1_AutoML_20190416_022142_model_34	bathroom_count	7.038451997049933e+19	0.17642057059615376	0.03409828120359262
-2797	GBM_grid_1_AutoML_20190416_022142_model_34	floor	6.524578525232077e+19	0.16354020270413283	0.03160878462786036
-2798	GBM_grid_1_AutoML_20190416_022142_model_34	total_household_count_of_area_type	5.372384017713516e+19	0.1346601574130124	0.026026896403706846
-2799	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_gas	4.528168434595476e+19	0.1134996813676726	0.02193703397917384
-2800	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_individual	4.111756553072987e+19	0.10306221276349561	0.019919697008115116
-2801	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_corridor	3.4866811140497736e+19	0.08739453957849168	0.016891474594691525
-2802	GBM_grid_1_AutoML_20190416_022142_model_34	heat_fuel_cogeneration	2.9559809361827594e+19	0.07409240606475583	0.014320459844958099
-2803	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_stairway	1.7376999524232331e+19	0.04355588661539623	0.008418410987250009
-2804	GBM_grid_1_AutoML_20190416_022142_model_34	heat_type_central	1.0127109022235492e+19	0.025383853622090242	0.0049061499796313225
-2805	GBM_grid_1_AutoML_20190416_022142_model_34	front_door_structure_mixed	8.498256212964409e+18	0.021301093064098275	0.00411704065341774
-2806	XGBoost_grid_1_AutoML_20190416_022142_model_12	supply_area	6.338901621704428e+20	1.0	0.27969038090802445
-2807	XGBoost_grid_1_AutoML_20190416_022142_model_12	city	4.91786288725045e+20	0.7758225605539713	0.2169901074783791
-2808	XGBoost_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4533447331848546e+20	0.7025420173641096	0.19649424444045974
-2809	XGBoost_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	1.4415544779361852e+20	0.22741392183786163	0.06360548642261922
-2810	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	1.0960470226564127e+20	0.1729080348720893	0.048360714135432636
-2811	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	9.521712642326213e+19	0.15021076537493225	0.04201250618420069
-2812	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	7.912573856638829e+19	0.12482562956248035	0.03491252787941409
-2813	XGBoost_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	5.968109093344877e+19	0.0941505240105012	0.02633299592318718
-2814	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	4.928988361626799e+19	0.07775776713034827	0.021748099507244573
-2815	XGBoost_grid_1_AutoML_20190416_022142_model_12	floor	4.649545282404273e+19	0.07334938385041676	0.020515117108491958
-2816	XGBoost_grid_1_AutoML_20190416_022142_model_12	room_count	2.619830764660012e+19	0.041329411955056995	0.011559438972414552
-2817	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_district	2.604518086122301e+19	0.041087845206564166	0.011491875076513879
-2818	XGBoost_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.5431835911347765e+19	0.024344652799956838	0.006808965214693532
-2819	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.2569823636921254e+19	0.019829655651827944	0.0055461639425347185
-2820	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	1.2484096914326815e+19	0.01969441657144703	0.00550833887262933
-2821	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	1.2315206430742282e+19	0.019427981637347012	0.00543381958442369
-2822	XGBoost_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	4.0105398556908585e+18	0.0063268687464067145	0.0017695643296375691
-2823	XGBoost_grid_1_AutoML_20190416_022142_model_12	heat_type_central	2.7642233595195556e+18	0.004360729231157086	0.0012196540196990821
-2824	XRT_1_AutoML_20190416_022142	supply_area	1.031970088633162e+21	1.0	0.2345458123006512
-2825	XRT_1_AutoML_20190416_022142	exclusive_use_area	7.63839770199614e+20	0.7401762692669853	0.17360524432089058
-2826	XRT_1_AutoML_20190416_022142	city	7.005793247150568e+20	0.6788756112524247	0.15922743169230105
-2827	XRT_1_AutoML_20190416_022142	apartment_building_count_in_sites	2.7749762973661816e+20	0.26890084586091256	0.06306956732077994
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-2829	XRT_1_AutoML_20190416_022142	total_parking_capacity_in_site	2.362810026062722e+20	0.22896109607132598	0.05370186626329659
-2830	XRT_1_AutoML_20190416_022142	total_household_count_in_sites	2.1958524399393545e+20	0.2127825664838549	0.04990725989937307
-2831	XRT_1_AutoML_20190416_022142	room_count	1.9452716289068787e+20	0.18850077636294468	0.04421206771135025
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-2834	XRT_1_AutoML_20190416_022142	bathroom_count	1.0739049695353294e+20	0.10406357522994779	0.02440767578321803
-2835	XRT_1_AutoML_20190416_022142	heat_fuel_gas	1.0064608383266193e+20	0.09752810177470071	0.022874807852887757
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-2837	XRT_1_AutoML_20190416_022142	heat_type_individual	4.260708272897104e+19	0.041287129538225144	0.009683723335105227
-2838	XRT_1_AutoML_20190416_022142	front_door_structure_stairway	3.8776287460776215e+19	0.03757501102782462	0.008813061483727052
-2839	XRT_1_AutoML_20190416_022142	front_door_structure_mixed	3.02973881500188e+19	0.029358785185477135	0.006885980119488059
-2840	XRT_1_AutoML_20190416_022142	front_door_structure_corridor	2.27317300031526e+19	0.02202750860081675	0.005166459897738146
-2841	XRT_1_AutoML_20190416_022142	heat_type_central	1.494011891824355e+19	0.014477279024658209	0.0033955851687416387
-2842	GBM_grid_1_AutoML_20190416_021340_model_14	exclusive_use_area	7.65498924449835e+20	1.0	0.20264853791401577
-2843	GBM_grid_1_AutoML_20190416_021340_model_14	supply_area	6.75052992395865e+20	0.8818470814717687	0.17870502172399588
-2844	GBM_grid_1_AutoML_20190416_021340_model_14	city	6.54089017605432e+20	0.8544610537180396	0.17315528324043
-2845	GBM_grid_1_AutoML_20190416_021340_model_14	apartment_building_count_in_sites	2.7845066882338836e+20	0.36375056832837643	0.07371352083713777
-2846	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_in_sites	1.9984239561340355e+20	0.26106162821460593	0.05290375726314226
-2847	GBM_grid_1_AutoML_20190416_021340_model_14	bathroom_count	1.819686994079048e+20	0.23771254745875173	0.04817210018633212
-2848	GBM_grid_1_AutoML_20190416_021340_model_14	total_parking_capacity_in_site	1.6458390764476642e+20	0.21500214094102493	0.04356986951008185
-2849	GBM_grid_1_AutoML_20190416_021340_model_14	room_count	1.470508489376457e+20	0.1920980477449153	0.038928388511643874
-2850	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_district	1.2541370914822318e+20	0.16383263926642114	0.03320044480993461
-2851	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_individual	1.2219295811549056e+20	0.15962525120895601	0.03234782377165241
-2852	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_cogeneration	1.1697978646011157e+20	0.15281508924938736	0.03096775440758818
-2853	GBM_grid_1_AutoML_20190416_021340_model_14	floor	1.1015358726632007e+20	0.14389776882506738	0.029160672461488943
-2854	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_of_area_type	1.0095728080769463e+20	0.131884288250637	0.026726158187822195
-2855	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_gas	6.789740707628397e+19	0.08869693334328578	0.017974303859473777
-2856	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_stairway	3.137398595547195e+19	0.04098501637741748	0.008305553645265642
-2857	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_corridor	1.5780108418469069e+19	0.020614148386701198	0.004177427030907565
-2858	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_central	1.4619032935630635e+19	0.019097391869149067	0.003870058540254071
-2859	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_mixed	5.565438688244007e+18	0.007270341617062225	0.0014733240988330809
-2860	XGBoost_grid_1_AutoML_20190416_021340_model_12	supply_area	8.449281370215825e+20	1.0	0.2766229284564075
-2861	XGBoost_grid_1_AutoML_20190416_021340_model_12	city	7.002564025480255e+20	0.8287762850654581	0.22925852301002939
-2862	XGBoost_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	6.122282701752558e+20	0.7245921201457365	0.20043879421115068
-2863	XGBoost_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	1.756448890670767e+20	0.20788145331061464	0.05750477638655617
-2864	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	1.4995802805022962e+20	0.17748021574809877	0.0490950970233141
-2865	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_district	1.1544001278438801e+20	0.13662701918215236	0.03779416615243675
-2866	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	1.1098303245003522e+20	0.13135203763157471	0.03633498530836244
-2867	XGBoost_grid_1_AutoML_20190416_021340_model_12	floor	7.086515608541882e+19	0.08387122286544077	0.02320070328225823
-2868	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	5.816776271139648e+19	0.06884344379445216	0.019043675027445448
-2869	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	5.198342761957504e+19	0.06152408156606009	0.01701897161339442
-2870	XGBoost_grid_1_AutoML_20190416_021340_model_12	bathroom_count	5.118968137939052e+19	0.060584657009810236	0.016759105241580724
-2871	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	3.1641283829254062e+19	0.0374484911116717	0.010359111277584373
-2872	XGBoost_grid_1_AutoML_20190416_021340_model_12	room_count	2.70076449616665e+19	0.03196442842685996	0.00884209379787324
-2873	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.968197501877171e+19	0.02329425918771239	0.006443726192727577
-2874	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	1.621753482592859e+19	0.0191939812575023	0.0053094953041876855
-2875	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	1.319639902970708e+19	0.015618368535133771	0.004320398841900115
-2876	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_central	5.050360371584434e+18	0.005977266172466724	0.0016534488727911673
-2877	GBM_grid_1_AutoML_20190416_030706_model_9	supply_area	2.85280011740826e+21	1.0	0.15981234591048676
-2878	GBM_grid_1_AutoML_20190416_030706_model_9	exclusive_use_area	2.3599928837583132e+21	0.8272549027733296	0.13220554667815745
-2879	GBM_grid_1_AutoML_20190416_030706_model_9	total_parking_capacity_in_site	1.86005124461117e+21	0.652008962443891	0.10419908184282069
-2880	GBM_grid_1_AutoML_20190416_030706_model_9	city	1.7459251042415091e+21	0.6120040074268029	0.09780579613349635
-2881	GBM_grid_1_AutoML_20190416_030706_model_9	total_household_count_in_sites	1.587657213599153e+21	0.5565259212908066	0.08893971304147871
-2882	GBM_grid_1_AutoML_20190416_030706_model_9	apartment_building_count_in_sites	1.4894203356648089e+21	0.5220906738527241	0.08343653536639067
-2883	GBM_grid_1_AutoML_20190416_030706_model_9	total_household_count_of_area_type	1.1225720281929739e+21	0.393498311130476	0.06288588821357598
-2884	GBM_grid_1_AutoML_20190416_030706_model_9	room_count	9.744964871947991e+20	0.34159297780740394	0.05459077512995007
-2885	GBM_grid_1_AutoML_20190416_030706_model_9	floor	9.253444823366542e+20	0.32436358814276844	0.05183730594903877
-2886	GBM_grid_1_AutoML_20190416_030706_model_9	bathroom_count	8.90600055636421e+20	0.3121845271254132	0.04989094163686828
-2887	GBM_grid_1_AutoML_20190416_030706_model_9	heat_fuel_gas	3.6664659546664967e+20	0.12852165604919577	0.020539347353522676
-2888	GBM_grid_1_AutoML_20190416_030706_model_9	heat_fuel_cogeneration	3.574894404180661e+20	0.12531177289169548	0.020026368396023998
-2889	GBM_grid_1_AutoML_20190416_030706_model_9	heat_type_individual	3.550102440075707e+20	0.12444273324346815	0.01988748513115156
-2890	GBM_grid_1_AutoML_20190416_030706_model_9	heat_type_district	3.1340796097475903e+20	0.10985976867509631	0.01755694735315055
-2891	GBM_grid_1_AutoML_20190416_030706_model_9	front_door_structure_stairway	2.3515830447728964e+20	0.08243069784045319	0.01317344319692132
-2892	GBM_grid_1_AutoML_20190416_030706_model_9	front_door_structure_corridor	2.2630581090662325e+20	0.07932760852247153	0.012677531213444898
-2893	GBM_grid_1_AutoML_20190416_030706_model_9	heat_type_central	1.0520376183993296e+20	0.036877368729047	0.005893458807595026
-2894	GBM_grid_1_AutoML_20190416_030706_model_9	front_door_structure_mixed	8.285492136799057e+19	0.02904336720347005	0.004641488645926242
-2895	GBM_grid_1_AutoML_20190416_022142_model_20	supply_area	1.6819621675838262e+20	1.0	0.2991790988893515
-2896	GBM_grid_1_AutoML_20190416_022142_model_20	city	1.1309807060941118e+20	0.6724174466532675	0.2011732457672032
-2897	GBM_grid_1_AutoML_20190416_022142_model_20	exclusive_use_area	8.156116561800515e+19	0.4849167667972548	0.1450769613267405
-2898	GBM_grid_1_AutoML_20190416_022142_model_20	total_parking_capacity_in_site	3.701067409670747e+19	0.22004462888647533	0.06583275378569746
-2899	GBM_grid_1_AutoML_20190416_022142_model_20	apartment_building_count_in_sites	3.0300699879041663e+19	0.18015090031762873	0.05389738402113356
-2900	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_district	2.904752930226071e+19	0.17270025368042669	0.05166830627407247
-2901	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_in_sites	2.618917510301981e+19	0.15570608904147415	0.046584007411013366
-2902	GBM_grid_1_AutoML_20190416_022142_model_20	total_household_count_of_area_type	1.8931648492768068e+19	0.11255692225208475	0.033674678573137516
-2903	GBM_grid_1_AutoML_20190416_022142_model_20	floor	1.7687705017567412e+19	0.10516113476545176	0.03146201353730952
-2904	GBM_grid_1_AutoML_20190416_022142_model_20	bathroom_count	1.129794706881695e+19	0.06717123183006361	0.020096228610206157
-2905	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_gas	9.82818039794552e+18	0.058432826774361436	0.017481880459911028
-2906	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_individual	7.08418200506309e+18	0.042118557370643274	0.01260099204066851
-2907	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_corridor	3.570898482057183e+18	0.021230551738193097	0.0063517373379563665
-2908	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_stairway	3.0000391917414646e+18	0.01783654382697016	0.0053363211094533585
-2909	GBM_grid_1_AutoML_20190416_022142_model_20	room_count	2.474509467304067e+18	0.014712039991117943	0.00440153486736677
-2910	GBM_grid_1_AutoML_20190416_022142_model_20	heat_fuel_cogeneration	1.908413261359874e+18	0.01134635069765778	0.00339459097740782
-2911	GBM_grid_1_AutoML_20190416_022142_model_20	heat_type_central	6.535104040093614e+17	0.0038854048955699327	0.0011624319354768874
-2912	GBM_grid_1_AutoML_20190416_022142_model_20	front_door_structure_mixed	3.518386012873032e+17	0.0020918342164183553	0.0006258330758939563
-2913	XGBoost_grid_1_AutoML_20190416_030706_model_14	supply_area	7.539199587016329e+20	1.0	0.24963193954925916
-2914	XGBoost_grid_1_AutoML_20190416_030706_model_14	city	6.275445199267336e+20	0.8323755230030819	0.20778751624058833
-2915	XGBoost_grid_1_AutoML_20190416_030706_model_14	exclusive_use_area	5.953399123101048e+20	0.7896593072497675	0.19712418445188384
-2916	XGBoost_grid_1_AutoML_20190416_030706_model_14	apartment_building_count_in_sites	1.6507671755242865e+20	0.21895788226208568	0.05465888082868278
-2917	XGBoost_grid_1_AutoML_20190416_030706_model_14	total_parking_capacity_in_site	1.364047528349139e+20	0.18092736670590873	0.045165249468336055
-2918	XGBoost_grid_1_AutoML_20190416_030706_model_14	heat_fuel_cogeneration	1.2390962122189072e+20	0.16435381474086758	0.041027961546082396
-2919	XGBoost_grid_1_AutoML_20190416_030706_model_14	bathroom_count	1.2362647498750584e+20	0.16397824936271724	0.040934208432307176
-2920	XGBoost_grid_1_AutoML_20190416_030706_model_14	total_household_count_in_sites	1.0693066359861097e+20	0.14183291258499398	0.035406025060512575
-2921	XGBoost_grid_1_AutoML_20190416_030706_model_14	heat_type_district	7.580462411227228e+19	0.10054731041053694	0.025099820114243755
-2922	XGBoost_grid_1_AutoML_20190416_030706_model_14	floor	7.0980266156753945e+19	0.09414827839150587	0.023502417340095217
-2923	XGBoost_grid_1_AutoML_20190416_030706_model_14	heat_type_individual	6.692174883630717e+19	0.08876505796657354	0.022158593584398173
-2924	XGBoost_grid_1_AutoML_20190416_030706_model_14	heat_fuel_gas	4.789438345829469e+19	0.06352714622488076	0.015858404726146382
-2925	XGBoost_grid_1_AutoML_20190416_030706_model_14	room_count	4.526871890484003e+19	0.0600444627872696	0.014989015704779425
-2926	XGBoost_grid_1_AutoML_20190416_030706_model_14	total_household_count_of_area_type	3.677370075361942e+19	0.048776664325148565	0.012176213320229994
-2927	XGBoost_grid_1_AutoML_20190416_030706_model_14	front_door_structure_stairway	1.7837145140456587e+19	0.023659202723820865	0.005906092664136518
-2928	XGBoost_grid_1_AutoML_20190416_030706_model_14	front_door_structure_corridor	1.6219748142835302e+19	0.021513886130257412	0.005370553121938064
-2929	XGBoost_grid_1_AutoML_20190416_030706_model_14	front_door_structure_mixed	5.100678421717975e+18	0.006765543693129088	0.001688895794221072
-2930	XGBoost_grid_1_AutoML_20190416_030706_model_14	heat_type_central	4.572555773984375e+18	0.006065041416145853	0.0015140280521590747
-2931	GBM_grid_1_AutoML_20190416_023844_model_61	exclusive_use_area	4.835739396201628e+20	1.0	0.19251829467948417
-2932	GBM_grid_1_AutoML_20190416_023844_model_61	supply_area	3.791947499284107e+20	0.7841505070067676	0.1509633183809958
-2933	GBM_grid_1_AutoML_20190416_023844_model_61	city	3.2735026099616796e+20	0.6769394174824531	0.13032322225504525
-2934	GBM_grid_1_AutoML_20190416_023844_model_61	total_household_count_in_sites	3.1300147592401676e+20	0.6472670470411884	0.12461074809859507
-2935	GBM_grid_1_AutoML_20190416_023844_model_61	floor	1.9609197024715263e+20	0.4055056614530939	0.07806725842582589
-2936	GBM_grid_1_AutoML_20190416_023844_model_61	apartment_building_count_in_sites	1.907150417279792e+20	0.3943865169363383	0.07592661968516536
-2937	GBM_grid_1_AutoML_20190416_023844_model_61	total_household_count_of_area_type	1.875338643177535e+20	0.38780804537369695	0.07466014355832816
-2938	GBM_grid_1_AutoML_20190416_023844_model_61	total_parking_capacity_in_site	9.985948441805796e+19	0.20650303135957965	0.03975561144349032
-2939	GBM_grid_1_AutoML_20190416_023844_model_61	bathroom_count	8.95672639337026e+19	0.185219377214694	0.035658118642969
-2940	GBM_grid_1_AutoML_20190416_023844_model_61	room_count	5.989067544188892e+19	0.1238500889624693	0.023843407922956993
-2941	GBM_grid_1_AutoML_20190416_023844_model_61	heat_fuel_gas	5.2589223342107525e+19	0.10875115268497565	0.02093658645933972
-2942	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_district	4.338777116906409e+19	0.08972313769254041	0.017273345461860427
-2943	GBM_grid_1_AutoML_20190416_023844_model_61	heat_fuel_cogeneration	3.5839845945730662e+19	0.07411451074861915	0.014268399220328458
-2944	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_stairway	2.082809274542588e+19	0.04307116459126376	0.008291987156969481
-2945	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_corridor	1.6011497341999645e+19	0.033110753144754534	0.00637442573098151
-2946	GBM_grid_1_AutoML_20190416_023844_model_61	front_door_structure_mixed	5.716920054470148e+18	0.01182222528153744	0.0022759946505182724
-2947	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_central	5.397269484287295e+18	0.011161208332539047	0.0021487367947428666
-2948	GBM_grid_1_AutoML_20190416_023844_model_61	heat_type_individual	5.284349090358886e+18	0.010927696175086755	0.002103781432403224
-2949	XGBoost_grid_1_AutoML_20190416_022142_model_8	supply_area	8.495716297123782e+20	1.0	0.2969625084116821
-2950	XGBoost_grid_1_AutoML_20190416_022142_model_8	city	7.310119769845478e+20	0.8604477261464479	0.25552071511357727
-2951	XGBoost_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	5.153091877131266e+20	0.6065517840886285	0.1801231392845401
-2952	XGBoost_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.574594065483128e+20	0.1853397654081511	0.05503896164403725
-2953	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2567563920623849e+20	0.14792824384776818	0.043929142357968215
-2954	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	8.830277278520207e+19	0.10393799615824849	0.030865688058437247
-2955	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.373431076788581e+19	0.09856062495428902	0.029268810417048693
-2956	XGBoost_grid_1_AutoML_20190416_022142_model_8	bathroom_count	6.221623049556538e+19	0.07323247189484028	0.021747298551079774
-2957	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	5.263508177307881e+19	0.06195484869345081	0.018398267276273375
-2958	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_district	4.87952265290711e+19	0.057435094137489845	0.01705606962593008
-2959	XGBoost_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.641796364256359e+19	0.05463690408103477	0.01622511208775255
-2960	XGBoost_grid_1_AutoML_20190416_022142_model_8	floor	4.322693900619953e+19	0.05088086453738336	0.015109709163176362
-2961	XGBoost_grid_1_AutoML_20190416_022142_model_8	heat_type_central	1.8099362171006747e+19	0.021304103783614185	0.006326520099044876
-2962	XGBoost_grid_1_AutoML_20190416_022142_model_8	room_count	1.632507256068322e+19	0.019215651735228097	0.005706328140058626
-2963	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	9.235728348527722e+18	0.01087104138782797	0.003228291719576608
-2964	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	9.111644613042504e+18	0.010724986916202986	0.0031849190173181092
-2965	XGBoost_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	3.7435050400656916e+18	0.004406344220007738	0.0013085190324988146
-2966	XGBoost_3_AutoML_20190416_020809	supply_area	8.28011490921272e+20	1.0	0.2693616527510137
-2967	XGBoost_3_AutoML_20190416_020809	city	5.786949599310643e+20	0.6988972571952955	0.1882561203012751
-2968	XGBoost_3_AutoML_20190416_020809	exclusive_use_area	5.528853934165574e+20	0.6677267157263717	0.17985997173406176
-2969	XGBoost_3_AutoML_20190416_020809	apartment_building_count_in_sites	1.6580531552964418e+20	0.20024518662798252	0.05393837442554856
-2970	XGBoost_3_AutoML_20190416_020809	total_parking_capacity_in_site	1.4269337880365315e+20	0.17233260693627322	0.04641979582724536
-2971	XGBoost_3_AutoML_20190416_020809	heat_fuel_cogeneration	1.1569833644426422e+20	0.1397303512243949	0.03763799834528264
-2972	XGBoost_3_AutoML_20190416_020809	room_count	1.0444717469472077e+20	0.1261421801991051	0.033977866140047136
-2973	XGBoost_3_AutoML_20190416_020809	bathroom_count	1.0057123787713597e+20	0.12146116204889523	0.03271697935454912
-2974	XGBoost_3_AutoML_20190416_020809	total_household_count_in_sites	1.0006645648687052e+20	0.1208515311490827	0.03255276816780753
-2975	XGBoost_3_AutoML_20190416_020809	heat_type_district	8.756043531068585e+19	0.10574785044741747	0.028484415771383394
-2976	XGBoost_3_AutoML_20190416_020809	floor	7.668573754639988e+19	0.0926143397612476	0.024946751626533578
-2977	XGBoost_3_AutoML_20190416_020809	heat_type_individual	6.510214945131463e+19	0.07862469321395515	0.02117847731115237
-2978	XGBoost_3_AutoML_20190416_020809	heat_fuel_gas	5.770909483879996e+19	0.06969600720708716	0.01877343169144756
-2979	XGBoost_3_AutoML_20190416_020809	total_household_count_of_area_type	4.5264641915724235e+19	0.05466668326711426	0.014725108155246082
-2980	XGBoost_3_AutoML_20190416_020809	front_door_structure_stairway	2.2444238498814755e+19	0.027106192057603666	0.007301368692422524
-2981	XGBoost_3_AutoML_20190416_020809	front_door_structure_corridor	1.1824823145242558e+19	0.014280989182995373	0.0038467508492509824
-2982	XGBoost_3_AutoML_20190416_020809	front_door_structure_mixed	1.1634848426683793e+19	0.014051554301183053	0.0037849498902872824
-2983	XGBoost_3_AutoML_20190416_020809	heat_type_central	6.877159358715658e+18	0.008305632752830411	0.0022372189654453513
-2984	XGBoost_grid_1_AutoML_20190416_022142_model_4	supply_area	1.2621511062816492e+21	1.0	0.2751538337195414
-2985	XGBoost_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	8.487698482412179e+20	0.6724787895973326	0.18503511705278292
-2986	XGBoost_grid_1_AutoML_20190416_022142_model_4	city	8.298262304648698e+20	0.6574697960766149	0.18090533494528568
-2987	XGBoost_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	2.9426458392587665e+20	0.2331452885960641	0.06415081997085591
-2988	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	2.9254690047268592e+20	0.23178437115548037	0.0637763583197035
-2989	XGBoost_grid_1_AutoML_20190416_022142_model_4	floor	2.5173807780703555e+20	0.19945161601820136	0.05487987678896599
-2990	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_district	1.9058800855255246e+20	0.15100252862276756	0.04154892465189927
-2991	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	1.627776651270281e+20	0.12896844467900362	0.03548616198227443
-2992	XGBoost_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.2690779591678938e+20	0.10054881328010332	0.02766639144997076
-2993	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	1.1953000252566825e+20	0.09470340114648294	0.02605800389173439
-2994	XGBoost_grid_1_AutoML_20190416_022142_model_4	bathroom_count	5.37539184172246e+19	0.042589130691004125	0.011718562584412366
-2995	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	3.5016689968526393e+19	0.02774365905496613	0.0076337741503817984
-2996	XGBoost_grid_1_AutoML_20190416_022142_model_4	room_count	2.954546513313163e+19	0.023408817681247234	0.006441025927836962
-2997	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	2.47664202508172e+19	0.019622389211209526	0.005399175618201268
-2998	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	2.2411642377097708e+19	0.017756703033065	0.004885824913767244
-2999	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.6351073811656868e+19	0.012954925706025664	0.0035645974735647977
-3000	XGBoost_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	1.3163683061222605e+19	0.01042956187710628	0.002869733934500969
-3001	XGBoost_grid_1_AutoML_20190416_022142_model_4	heat_type_central	1.2965286083595076e+19	0.010272372316648645	0.0028264826243203614
-3002	GBM_grid_1_AutoML_20190416_030706_model_57	supply_area	6.601669067775452e+21	1.0	0.4116801052555115
-3003	GBM_grid_1_AutoML_20190416_030706_model_57	city	2.545306438275401e+21	0.3855549880104921	0.15872531804594686
-3004	GBM_grid_1_AutoML_20190416_030706_model_57	exclusive_use_area	1.9191077909498094e+21	0.2907003927715035	0.1196755682939911
-3005	GBM_grid_1_AutoML_20190416_030706_model_57	apartment_building_count_in_sites	8.442977034424948e+20	0.12789155208699302	0.05265040762446401
-3006	GBM_grid_1_AutoML_20190416_030706_model_57	total_parking_capacity_in_site	7.525693010258868e+20	0.11399682312150164	0.04693022414145372
-3007	GBM_grid_1_AutoML_20190416_030706_model_57	floor	5.426682739744257e+20	0.08220167784891515	0.03384079538902104
-3008	GBM_grid_1_AutoML_20190416_030706_model_57	heat_fuel_cogeneration	5.19478043224444e+20	0.07868889486753555	0.03239465252150692
-3009	GBM_grid_1_AutoML_20190416_030706_model_57	total_household_count_in_sites	4.6850774520112035e+20	0.07096807495062642	0.029216144565454915
-3010	GBM_grid_1_AutoML_20190416_030706_model_57	heat_type_district	4.23322672742875e+20	0.06412358274807026	0.026398403295086064
-3011	GBM_grid_1_AutoML_20190416_030706_model_57	total_household_count_of_area_type	3.915959392679567e+20	0.05931771726932562	0.024419924088952646
-3012	GBM_grid_1_AutoML_20190416_030706_model_57	heat_type_individual	3.530206733190635e+20	0.053474457700743244	0.02201437037472338
-3013	GBM_grid_1_AutoML_20190416_030706_model_57	bathroom_count	2.7933891588895696e+20	0.042313377574844886	0.017419575733728345
-3014	GBM_grid_1_AutoML_20190416_030706_model_57	room_count	1.4713467570414735e+20	0.02228749641849693	0.009175318871448651
-3015	GBM_grid_1_AutoML_20190416_030706_model_57	front_door_structure_stairway	1.199726043343597e+20	0.018173071552462196	0.00748149200953358
-3016	GBM_grid_1_AutoML_20190416_030706_model_57	front_door_structure_corridor	6.723393976985138e+19	0.010184385051658917	0.004192708710029602
-3017	GBM_grid_1_AutoML_20190416_030706_model_57	heat_type_central	3.325876878780557e+19	0.005037933353877233	0.0020740169333944313
-3018	GBM_grid_1_AutoML_20190416_030706_model_57	front_door_structure_mixed	2.7437043834731626e+19	0.004156076827397987	0.0017109741457531956
-3019	GBM_grid_1_AutoML_20190416_030706_model_57	heat_fuel_gas	0.0	0.0	0.0
-3020	GBM_grid_1_AutoML_20190416_030706_model_59	supply_area	1.1228018806589558e+22	1.0	0.27885351365524114
-3021	GBM_grid_1_AutoML_20190416_030706_model_59	city	8.273104634180253e+21	0.7368267524921575	0.2054667288876188
-3022	GBM_grid_1_AutoML_20190416_030706_model_59	exclusive_use_area	7.346713064930235e+21	0.6543196258825785	0.1824593267309399
-3023	GBM_grid_1_AutoML_20190416_030706_model_59	heat_type_district	2.336516463325761e+21	0.208096949566427	0.058028565567535675
-3024	GBM_grid_1_AutoML_20190416_030706_model_59	total_parking_capacity_in_site	2.3012691815796341e+21	0.20495772417383673	0.05715318153665613
-3025	GBM_grid_1_AutoML_20190416_030706_model_59	apartment_building_count_in_sites	2.2840814750767514e+21	0.20342693706001433	0.05672631617130859
-3026	GBM_grid_1_AutoML_20190416_030706_model_59	floor	1.412032309255423e+21	0.1257597028984955	0.03506853502948468
-3027	GBM_grid_1_AutoML_20190416_030706_model_59	total_household_count_of_area_type	1.3723012718677836e+21	0.1222211411921042	0.034081794664371584
-3028	GBM_grid_1_AutoML_20190416_030706_model_59	total_household_count_in_sites	1.358520679220495e+21	0.12099380154432937	0.03373954669114119
-3029	GBM_grid_1_AutoML_20190416_030706_model_59	heat_type_individual	7.03509619960103e+20	0.06265661218408573	0.017472016461266098
-3030	GBM_grid_1_AutoML_20190416_030706_model_59	bathroom_count	6.81029409838874e+20	0.06065445931023805	0.016913709097518735
-3031	GBM_grid_1_AutoML_20190416_030706_model_59	room_count	3.57485042371555e+20	0.03183865724928714	0.008878321444028633
-3032	GBM_grid_1_AutoML_20190416_030706_model_59	heat_fuel_cogeneration	2.9208552780148507e+20	0.026013986334798834	0.0072540914936380825
-3033	GBM_grid_1_AutoML_20190416_030706_model_59	front_door_structure_stairway	1.49225032026503e+20	0.013290415219016647	0.0037060789817598833
-3034	GBM_grid_1_AutoML_20190416_030706_model_59	heat_type_central	8.343595608866554e+19	0.007431048836478454	0.0020721740781957086
-3035	GBM_grid_1_AutoML_20190416_030706_model_59	front_door_structure_corridor	8.324323369054896e+19	0.007413884419368334	0.002067387720174707
-3036	GBM_grid_1_AutoML_20190416_030706_model_59	front_door_structure_mixed	2.3640264157765304e+18	0.00021054706591594932	5.871178912046413e-05
-3037	GBM_grid_1_AutoML_20190416_030706_model_59	heat_fuel_gas	0.0	0.0	0.0
-3038	XGBoost_grid_1_AutoML_20190416_021340_model_4	supply_area	5.974870738011978e+20	1.0	0.2504935394855415
-3039	XGBoost_grid_1_AutoML_20190416_021340_model_4	city	4.719177089908537e+20	0.7898375206488151	0.19784919616580612
-3040	XGBoost_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	3.791151628787458e+20	0.6345160916483508	0.1589421816575276
-3041	XGBoost_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	1.3955051717463219e+20	0.23356240376350784	0.05850587320947223
-3042	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	1.2662685750175308e+20	0.21193237988590477	0.05308769196921466
-3043	XGBoost_grid_1_AutoML_20190416_021340_model_4	bathroom_count	9.849286183347657e+19	0.1648451759916201	0.041292651601257925
-3044	XGBoost_grid_1_AutoML_20190416_021340_model_4	room_count	8.332246010039999e+19	0.13945483300635206	0.03493253471812624
-3045	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	8.099554165230508e+19	0.135560324572402	0.03395698551594979
-3046	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	7.15585213120339e+19	0.11976580657516216	0.0300005607983531
-3047	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	6.764091300375639e+19	0.11320899810171053	0.028358122636109415
-3048	XGBoost_grid_1_AutoML_20190416_021340_model_4	floor	6.6385860063068684e+19	0.11110844564506392	0.027831947816368954
-3049	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_district	6.286731730106922e+19	0.10521954374863529	0.02635681593664943
-3050	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	5.260035039978062e+19	0.08803596379941495	0.022052440174136444
-3051	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	4.1147129199377514e+19	0.06886697805460544	0.017250733086571227
-3052	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	2.712240099025748e+19	0.045394121780251144	0.011370934236572818
-3053	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	9.468408098709307e+18	0.015847050947013015	0.003969583882124992
-3054	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_central	5.358026265024528e+18	0.008967601978293688	0.0022463263602403296
-3055	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	3.582345222736052e+18	0.005995686567652855	0.0015018807499772812
-3056	GBM_grid_1_AutoML_20190416_015849_model_11	supply_area	7.250339410604227e+20	1.0	0.22929535214592975
-3057	GBM_grid_1_AutoML_20190416_015849_model_11	city	6.507494577442484e+20	0.8975434402318779	0.2058025391942377
-3058	GBM_grid_1_AutoML_20190416_015849_model_11	exclusive_use_area	3.6456888792605996e+20	0.5028300983990452	0.11529660448198159
-3059	GBM_grid_1_AutoML_20190416_015849_model_11	room_count	2.5428357916673232e+20	0.3507195522389219	0.08041836323508639
-3060	GBM_grid_1_AutoML_20190416_015849_model_11	total_parking_capacity_in_site	2.141653729486276e+20	0.29538668580865723	0.06773079414171516
-3061	GBM_grid_1_AutoML_20190416_015849_model_11	apartment_building_count_in_sites	1.5889482337642086e+20	0.21915501382462718	0.050251226069463986
-3062	GBM_grid_1_AutoML_20190416_015849_model_11	bathroom_count	1.5658845260162584e+20	0.2159739616777142	0.04952182559724302
-3063	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_in_sites	1.1984002082423597e+20	0.16528884240779118	0.03789996332568756
-3064	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_individual	9.47844378114067e+19	0.13073103539508307	0.02997601879731758
-3065	GBM_grid_1_AutoML_20190416_015849_model_11	floor	8.186427898355044e+19	0.11291096091834968	0.0258899585449083
-3066	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_gas	7.837225644201293e+19	0.10809460358143641	0.02478559019328014
-3067	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_cogeneration	7.42396496300401e+19	0.10239472309594004	0.023478634090168538
-3068	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_district	6.916833696487676e+19	0.09540013652838417	0.02187480790004562
-3069	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_of_area_type	3.989291628557343e+19	0.055022136242651905	0.012616320105580192
-3070	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_stairway	3.870596269706366e+19	0.05338503552047916	0.012240940518991238
-3071	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_corridor	2.6205634792087618e+19	0.036144011070377874	0.008287653746348678
-3072	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_central	1.1035133003452908e+19	0.015220160572501066	0.0034899120781892276
-3073	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_mixed	3.615743987941376e+18	0.004986999619153068	0.0011434958338253202
-3074	GBM_grid_1_AutoML_20190416_015849_model_6	city	3.13386568876529e+20	1.0	0.1722129584283133
-3075	GBM_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	2.6401988657208413e+20	0.8424735224568771	0.14508485769982085
-3076	GBM_grid_1_AutoML_20190416_015849_model_6	supply_area	2.5835020648494557e+20	0.8243818725579551	0.1419692411478782
-3077	GBM_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	2.038479956382287e+20	0.6504681945017965	0.11201905213867788
-3078	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.3700349409084257e+20	0.43717091827512394	0.07528649717498147
-3079	GBM_grid_1_AutoML_20190416_015849_model_6	bathroom_count	1.1405957153766873e+20	0.3639580724424951	0.06267829639918845
-3080	GBM_grid_1_AutoML_20190416_015849_model_6	room_count	9.973965524281642e+19	0.3182639753847038	0.054809180762155726
-3081	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	7.9341093311851e+19	0.25317324094738264	0.04359971281843295
-3082	GBM_grid_1_AutoML_20190416_015849_model_6	floor	6.44932882903639e+19	0.2057946788261164	0.03544051046945007
-3083	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	6.350695159345814e+19	0.20264733048747602	0.03489849630084837
-3084	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	6.120100303112818e+19	0.19528917033850524	0.033631325773004796
-3085	GBM_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	6.0147604921021104e+19	0.19192783256999957	0.03305245985161361
-3086	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	4.762394757832691e+19	0.15196550301774495	0.026170428853732632
-3087	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.9031822798151483e+19	0.06072954200423892	0.010458414092546504
-3088	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.3096180743858553e+19	0.04178922150622961	0.007196645466003895
-3089	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_district	1.2248977347843195e+19	0.03908584018694548	0.006731088171250139
-3090	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_central	4.5371440778665e+18	0.014477787271266519	0.0024932625774805846
-3091	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	4.1264407507642614e+18	0.013167254632377163	0.0022675718746205838
-3092	GBM_grid_1_AutoML_20190416_030706_model_7	supply_area	3.156621111044998e+21	1.0	0.17363601731345826
-3093	GBM_grid_1_AutoML_20190416_030706_model_7	exclusive_use_area	3.096511566818484e+21	0.9809576309249814	0.17032957618705907
-3094	GBM_grid_1_AutoML_20190416_030706_model_7	city	2.4167264171141596e+21	0.7656054788007495	0.13293668617232543
-3095	GBM_grid_1_AutoML_20190416_030706_model_7	total_parking_capacity_in_site	1.4167057790312382e+21	0.4488045062089312	0.07792862701045206
-3096	GBM_grid_1_AutoML_20190416_030706_model_7	apartment_building_count_in_sites	1.377870676494469e+21	0.4365017618596378	0.0757924274796151
-3097	GBM_grid_1_AutoML_20190416_030706_model_7	total_household_count_in_sites	1.3757462441077454e+21	0.43582875350292044	0.07567556898893603
-3098	GBM_grid_1_AutoML_20190416_030706_model_7	room_count	9.258718257055216e+20	0.29331104150127546	0.05092936108034393
-3099	GBM_grid_1_AutoML_20190416_030706_model_7	bathroom_count	8.306032421380796e+20	0.2631304844385042	0.045688929351662765
-3100	GBM_grid_1_AutoML_20190416_030706_model_7	floor	6.693678311850073e+20	0.21205200359425252	0.036819865367445144
-3101	GBM_grid_1_AutoML_20190416_030706_model_7	total_household_count_of_area_type	6.294381428325545e+20	0.1994025005504	0.034623456037916125
-3102	GBM_grid_1_AutoML_20190416_030706_model_7	heat_fuel_gas	5.655919831058345e+20	0.17917639248081804	0.03111147518696231
-3103	GBM_grid_1_AutoML_20190416_030706_model_7	heat_type_district	3.989362788949893e+20	0.12638079289880996	0.021944257543866346
-3104	GBM_grid_1_AutoML_20190416_030706_model_7	heat_type_individual	3.9349920269173e+20	0.12465835741732786	0.021645180706782407
-3105	GBM_grid_1_AutoML_20190416_030706_model_7	heat_fuel_cogeneration	3.799495602628324e+20	0.12036590610554786	0.020899856556493
-3106	GBM_grid_1_AutoML_20190416_030706_model_7	front_door_structure_stairway	2.0810407320795428e+20	0.06592621220196475	0.011447164923311074
-3107	GBM_grid_1_AutoML_20190416_030706_model_7	front_door_structure_corridor	1.8972903488456176e+20	0.060105102326250374	0.01043641058814799
-3108	GBM_grid_1_AutoML_20190416_030706_model_7	heat_type_central	9.919483403711388e+19	0.031424371360259794	0.005456402689574611
-3109	GBM_grid_1_AutoML_20190416_030706_model_7	front_door_structure_mixed	4.906176573983005e+19	0.015542494336163193	0.002698736815648359
-3110	GBM_grid_1_AutoML_20190416_020809_model_1	supply_area	6.618927705972466e+20	1.0	0.30478842669730877
-3111	GBM_grid_1_AutoML_20190416_020809_model_1	city	4.3800964999954406e+20	0.6617531864025561	0.20169471254556598
-3112	GBM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	2.824971003120226e+20	0.426801912426263	0.13008428339980324
-3113	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.1627837720642768e+20	0.1756755510435717	0.05354387481175297
-3114	GBM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.1524839869399224e+20	0.17411944020781492	0.05306959023835603
-3115	GBM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.0962663972163866e+20	0.1656259814149641	0.0504808822956646
-3116	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	8.450987988183994e+19	0.127679110025003	0.038915115066633255
-3117	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	7.423613119283121e+19	0.11215733800181202	0.03418425859213056
-3118	GBM_grid_1_AutoML_20190416_020809_model_1	room_count	6.925587128458727e+19	0.10463306801507369	0.03189094818082681
-3119	GBM_grid_1_AutoML_20190416_020809_model_1	floor	5.113443311911803e+19	0.07725485968516899	0.023546387138164003
-3120	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	4.3680865784657084e+19	0.06599387049543157	0.02011416795996853
-3121	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	3.990330007338615e+19	0.06028665343690059	0.01837467425187883
-3122	GBM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	2.323173071686048e+19	0.03509893407038993	0.010697748894066713
-3123	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	1.9975414881015824e+19	0.03017923109054565	0.009198280363021914
-3124	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	1.9898132407722705e+19	0.030062471281818045	0.009162693324618349
-3125	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	1.6666805172642513e+19	0.025180521548231343	0.007674731546103112
-3126	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	3.946716504233345e+18	0.00596277324599285	0.0018173842763989656
-3127	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	1.654448203015127e+18	0.0024995713452531996	0.0007618404177373982
-3128	GBM_grid_1_AutoML_20190416_023844_model_16	supply_area	3.991279985385013e+21	1.0	0.25453237014573105
-3129	GBM_grid_1_AutoML_20190416_023844_model_16	exclusive_use_area	2.4166613963945395e+21	0.6054853092851665	0.15411561086077444
-3130	GBM_grid_1_AutoML_20190416_023844_model_16	city	2.3205651356580797e+21	0.5814087571293823	0.14798734897562538
-3131	GBM_grid_1_AutoML_20190416_023844_model_16	apartment_building_count_in_sites	9.752143891228996e+20	0.24433625120108604	0.06219148513073516
-3132	GBM_grid_1_AutoML_20190416_023844_model_16	total_parking_capacity_in_site	9.216095205019364e+20	0.2309057555161805	0.058772989231824134
-3133	GBM_grid_1_AutoML_20190416_023844_model_16	total_household_count_in_sites	8.968368374328873e+20	0.22469905411719074	0.05719318281395245
-3134	GBM_grid_1_AutoML_20190416_023844_model_16	total_household_count_of_area_type	6.227880854015328e+20	0.15603718297939861	0.039716514014609454
-3135	GBM_grid_1_AutoML_20190416_023844_model_16	bathroom_count	5.8981223634871674e+20	0.1477752095840055	0.03761357434419907
-3136	GBM_grid_1_AutoML_20190416_023844_model_16	floor	5.6463500336939034e+20	0.14146714974567828	0.03600796892252855
-3137	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_individual	4.804449230415588e+20	0.120373645747935	0.0306389893553045
-3138	GBM_grid_1_AutoML_20190416_023844_model_16	heat_fuel_gas	4.590033555843921e+20	0.11500154267932546	0.029271615228584152
-3139	GBM_grid_1_AutoML_20190416_023844_model_16	room_count	4.2896842745699317e+20	0.10747640582163101	0.027356224308524187
-3140	GBM_grid_1_AutoML_20190416_023844_model_16	heat_fuel_cogeneration	3.500929817175518e+20	0.08771446327982439	0.022326170234674397
-3141	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_district	3.2339367280166253e+20	0.08102505311224535	0.02062349880984355
-3142	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_corridor	1.3034945202968173e+20	0.03265855878489761	0.008312660373063675
-3143	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_stairway	1.1836193414887716e+20	0.0296551318329675	0.007548190992429335
-3144	GBM_grid_1_AutoML_20190416_023844_model_16	heat_type_central	6.822102413466403e+19	0.017092517784888794	0.004350599063545806
-3145	GBM_grid_1_AutoML_20190416_023844_model_16	front_door_structure_mixed	2.259619540381991e+19	0.005661390703373619	0.0014410071940506948
-3146	XGBoost_grid_1_AutoML_20190416_022142_model_17	supply_area	8.151869280323811e+20	1.0	0.302734832980139
-3147	XGBoost_grid_1_AutoML_20190416_022142_model_17	city	6.275493050013377e+20	0.7698225810809493	0.23305211050788066
-3148	XGBoost_grid_1_AutoML_20190416_022142_model_17	exclusive_use_area	4.9336518742253135e+20	0.6052172458326438	0.18322034183384514
-3149	XGBoost_grid_1_AutoML_20190416_022142_model_17	apartment_building_count_in_sites	1.6876898315161672e+20	0.20703102239258775	0.06267550198572747
-3150	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_cogeneration	1.312959468232434e+20	0.16106238006067244	0.048759192727051336
-3151	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_parking_capacity_in_site	9.696870122286744e+19	0.11895271855857778	0.03601113138536452
-3152	XGBoost_grid_1_AutoML_20190416_022142_model_17	bathroom_count	7.080279618393788e+19	0.08685467559549166	0.026293935709945322
-3153	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_individual	6.640892341897291e+19	0.08146465692140613	0.024662189306886205
-3154	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_in_sites	6.377099271379878e+19	0.07822867433328819	0.023682544658545683
-3155	XGBoost_grid_1_AutoML_20190416_022142_model_17	floor	4.067378944361995e+19	0.049895046209578436	0.015104968480793044
-3156	XGBoost_grid_1_AutoML_20190416_022142_model_17	room_count	2.9052430925097337e+19	0.03563898036886002	0.01078916076954929
-3157	XGBoost_grid_1_AutoML_20190416_022142_model_17	total_household_count_of_area_type	2.8737112980483736e+19	0.035252175902582956	0.010672061584054933
-3158	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_stairway	1.738404519474312e+19	0.021325225659227676	0.006455888628210065
-3159	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_district	1.466189849595111e+19	0.017985934258465813	0.005444968803728408
-3160	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_fuel_gas	1.3499810362903495e+19	0.01656038621164844	0.0050134057538699876
-3161	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_corridor	6.315300670584914e+18	0.0077470583168306835	0.0023453044056331333
-3162	XGBoost_grid_1_AutoML_20190416_022142_model_17	heat_type_central	4.995715743195595e+18	0.006128306982612892	0.0018552519908323335
-3163	XGBoost_grid_1_AutoML_20190416_022142_model_17	front_door_structure_mixed	3.3045563587575153e+18	0.004053740614724689	0.0012272084879434845
-3164	GBM_grid_1_AutoML_20190416_030706_model_15	supply_area	1.4180269522031739e+20	1.0	0.24891200051873844
-3165	GBM_grid_1_AutoML_20190416_030706_model_15	exclusive_use_area	1.1831214826237146e+20	0.8343434381028589	0.20767809429786485
-3166	GBM_grid_1_AutoML_20190416_030706_model_15	city	1.0012261954081731e+20	0.7060699331931444	0.17574927957723757
-3167	GBM_grid_1_AutoML_20190416_030706_model_15	total_household_count_in_sites	4.0057816641460765e+19	0.2824898114892904	0.07031510410396058
-3168	GBM_grid_1_AutoML_20190416_030706_model_15	heat_fuel_gas	2.900013815208031e+19	0.20451048625714127	0.050905114261325
-3169	GBM_grid_1_AutoML_20190416_030706_model_15	total_parking_capacity_in_site	2.8745596812203655e+19	0.20271544745705938	0.05045830756258786
-3170	GBM_grid_1_AutoML_20190416_030706_model_15	apartment_building_count_in_sites	2.8343490016763183e+19	0.19987976937057644	0.049752473257254244
-3171	GBM_grid_1_AutoML_20190416_030706_model_15	floor	2.4486704492710986e+19	0.17268151676994747	0.0429825017918177
-3172	GBM_grid_1_AutoML_20190416_030706_model_15	total_household_count_of_area_type	1.948723611632979e+19	0.1374250051175168	0.034206732945098975
-3173	GBM_grid_1_AutoML_20190416_030706_model_15	heat_type_district	1.1486076806864306e+19	0.08100041250286891	0.020161974718932135
-3174	GBM_grid_1_AutoML_20190416_030706_model_15	room_count	5.996280120564777e+18	0.04228608004416572	0.010525512777888792
-3175	GBM_grid_1_AutoML_20190416_030706_model_15	heat_fuel_cogeneration	5.740240146339463e+18	0.04048047279652133	0.010076075465726494
-3176	GBM_grid_1_AutoML_20190416_030706_model_15	bathroom_count	4.749638443829559e+18	0.033494697942448096	0.008337232271625628
-3177	GBM_grid_1_AutoML_20190416_030706_model_15	heat_type_central	3.35110528303104e+18	0.02363216917580066	0.005882330506145808
-3178	GBM_grid_1_AutoML_20190416_030706_model_15	front_door_structure_stairway	3.315680117895725e+18	0.02338234906426981	0.00582014728241485
-3179	GBM_grid_1_AutoML_20190416_030706_model_15	front_door_structure_corridor	2.4892231319069655e+18	0.017554131309277902	0.004369433941560984
-3180	GBM_grid_1_AutoML_20190416_030706_model_15	heat_type_individual	1.6048680626227773e+18	0.01131761325219743	0.002817089755701848
-3181	GBM_grid_1_AutoML_20190416_030706_model_15	front_door_structure_mixed	5.985135195827732e+17	0.00422074854538462	0.0010505949641182412
-3182	GBM_grid_1_AutoML_20190416_023844_model_50	supply_area	4.325399226989863e+21	1.0	0.22256140389040807
-3183	GBM_grid_1_AutoML_20190416_023844_model_50	exclusive_use_area	2.7648743715582687e+21	0.6392183071347158	0.14226532382835239
-3184	GBM_grid_1_AutoML_20190416_023844_model_50	city	2.1274189769640646e+21	0.4918433803033207	0.10946535321451092
-3185	GBM_grid_1_AutoML_20190416_023844_model_50	apartment_building_count_in_sites	1.4852266399867968e+21	0.34337330776756936	0.0764216454352434
-3186	GBM_grid_1_AutoML_20190416_023844_model_50	total_household_count_in_sites	1.4377343523288263e+21	0.33239344552465183	0.07397795187993639
-3187	GBM_grid_1_AutoML_20190416_023844_model_50	total_parking_capacity_in_site	1.4377216859548743e+21	0.33239051715358425	0.07397730013756049
-3188	GBM_grid_1_AutoML_20190416_023844_model_50	room_count	8.546462716987504e+20	0.19758783567673516	0.043975426099881434
-3189	GBM_grid_1_AutoML_20190416_023844_model_50	bathroom_count	7.744520101403034e+20	0.17904752128030987	0.03984906769924348
-3190	GBM_grid_1_AutoML_20190416_023844_model_50	total_household_count_of_area_type	7.397668339226677e+20	0.17102856756126233	0.03806435810180005
-3191	GBM_grid_1_AutoML_20190416_023844_model_50	floor	6.828360569768913e+20	0.15786659707989345	0.03513501147350248
-3192	GBM_grid_1_AutoML_20190416_023844_model_50	heat_fuel_gas	6.694274335113258e+20	0.1547666234677705	0.03444507699436518
-3193	GBM_grid_1_AutoML_20190416_023844_model_50	heat_fuel_cogeneration	5.7876230281924234e+20	0.1338055223221592	0.02977994489630909
-3194	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_individual	5.230738860519226e+20	0.12093077623633386	0.02691452333271526
-3195	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_district	5.058112368364906e+20	0.11693978065199205	0.02602628175254373
-3196	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_corridor	2.1271816935586975e+20	0.04917885221519883	0.010945314390733556
-3197	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_stairway	1.8140659387941362e+20	0.04193984979408671	0.00933419184912478
-3198	GBM_grid_1_AutoML_20190416_023844_model_50	heat_type_central	1.0162360244631293e+20	0.02349461797935238	0.005228995161353488
-3199	GBM_grid_1_AutoML_20190416_023844_model_50	front_door_structure_mixed	3.1733449291940758e+19	0.0073365364967766765	0.0016328298624158335
-3200	GBM_grid_1_AutoML_20190416_030706_model_8	supply_area	1.518287283376347e+20	1.0	0.2930124432509224
-3201	GBM_grid_1_AutoML_20190416_030706_model_8	city	1.029028006623466e+20	0.6777557962121156	0.19859088177558626
-3202	GBM_grid_1_AutoML_20190416_030706_model_8	exclusive_use_area	7.907173935132495e+19	0.5207956374072124	0.1525996021511088
-3203	GBM_grid_1_AutoML_20190416_030706_model_8	total_parking_capacity_in_site	3.0218078177284063e+19	0.1990274074487768	0.05831750693046292
-3204	GBM_grid_1_AutoML_20190416_030706_model_8	apartment_building_count_in_sites	2.7445096657893458e+19	0.18076352847309252	0.05296596312855852
-3205	GBM_grid_1_AutoML_20190416_030706_model_8	heat_type_district	2.5267008103734313e+19	0.16641783396582155	0.048762496130851714
-3206	GBM_grid_1_AutoML_20190416_030706_model_8	total_household_count_in_sites	2.0538131737972048e+19	0.13527171018846726	0.03963629430505349
-3207	GBM_grid_1_AutoML_20190416_030706_model_8	floor	1.920195682938703e+19	0.12647116945276637	0.0370576263621565
-3208	GBM_grid_1_AutoML_20190416_030706_model_8	heat_fuel_cogeneration	1.7576030920069087e+19	0.1157622217646699	0.033919771435421034
-3209	GBM_grid_1_AutoML_20190416_030706_model_8	total_household_count_of_area_type	1.5452331907601138e+19	0.10177475683810279	0.029821270162401024
-3210	GBM_grid_1_AutoML_20190416_030706_model_8	bathroom_count	1.0337723773070868e+19	0.06808806137190307	0.01995064921880007
-3211	GBM_grid_1_AutoML_20190416_030706_model_8	heat_type_individual	7.743446978054324e+18	0.051001197618111845	0.014943985522806074
-3212	GBM_grid_1_AutoML_20190416_030706_model_8	front_door_structure_stairway	4.826230973576249e+18	0.03178733712926675	0.009314085316687211
-3213	GBM_grid_1_AutoML_20190416_030706_model_8	room_count	4.3829120084255703e+18	0.02886747492660881	0.00845852935873039
-3214	GBM_grid_1_AutoML_20190416_030706_model_8	heat_type_central	5.78945717301674e+17	0.0038131500121256516	0.0011173004015352216
-3215	GBM_grid_1_AutoML_20190416_030706_model_8	front_door_structure_corridor	4.5685378148990976e+17	0.0030090074947737456	0.0008816766378039923
-3216	GBM_grid_1_AutoML_20190416_030706_model_8	front_door_structure_mixed	3.3676457174840115e+17	0.002218055669935591	0.000649917911114389
-3217	GBM_grid_1_AutoML_20190416_030706_model_8	heat_fuel_gas	0.0	0.0	0.0
-3218	GBM_grid_1_AutoML_20190416_023844_model_37	supply_area	9.40633865301605e+21	1.0	0.3381584866555476
-3219	GBM_grid_1_AutoML_20190416_023844_model_37	city	5.16849193605706e+21	0.5494690470664517	0.18580762142005716
-3220	GBM_grid_1_AutoML_20190416_023844_model_37	exclusive_use_area	3.985572798757228e+21	0.4237113871590508	0.14328160146042745
-3221	GBM_grid_1_AutoML_20190416_023844_model_37	apartment_building_count_in_sites	1.5118966755051082e+21	0.1607316865016691	0.05435278386499833
-3222	GBM_grid_1_AutoML_20190416_023844_model_37	total_parking_capacity_in_site	1.3060907575210662e+21	0.13885219379192573	0.04695404772148042
-3223	GBM_grid_1_AutoML_20190416_023844_model_37	total_household_count_in_sites	9.689900625941527e+20	0.10301458392458107	0.034835255803387234
-3224	GBM_grid_1_AutoML_20190416_023844_model_37	floor	9.54424436236818e+20	0.10146609339126773	0.034311620588041554
-3225	GBM_grid_1_AutoML_20190416_023844_model_37	total_household_count_of_area_type	7.242205487464731e+20	0.07699282106053655	0.026035775853172412
-3226	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_district	7.137784604292054e+20	0.07588270917721417	0.025660382098689778
-3227	GBM_grid_1_AutoML_20190416_023844_model_37	heat_fuel_gas	6.20277047134297e+20	0.06594245327701563	0.02229900020650976
-3228	GBM_grid_1_AutoML_20190416_023844_model_37	heat_fuel_cogeneration	5.862938695085777e+20	0.06232965781224434	0.021077302759546675
-3229	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_individual	5.3130840131122076e+20	0.056484081735762505	0.019100571599893704
-3230	GBM_grid_1_AutoML_20190416_023844_model_37	bathroom_count	5.206977446672754e+20	0.055356049136113	0.018719117803098106
-3231	GBM_grid_1_AutoML_20190416_023844_model_37	room_count	4.01953479539095e+20	0.04273219308452312	0.014450253744934995
-3232	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_stairway	2.093987877320791e+20	0.022261455328842265	0.007527900044751376
-3233	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_corridor	1.0221352122094033e+20	0.010866451335787976	0.003674582739026216
-3234	GBM_grid_1_AutoML_20190416_023844_model_37	heat_type_central	6.245380857004871e+19	0.006639544978536735	0.0022452184820234227
-3235	GBM_grid_1_AutoML_20190416_023844_model_37	front_door_structure_mixed	4.196034559146669e+19	0.004460858484827411	0.0015084771544137965
-3236	XGBoost_grid_1_AutoML_20190416_030706_model_18	supply_area	6.407318336918604e+20	1.0	0.2644133251912088
-3237	XGBoost_grid_1_AutoML_20190416_030706_model_18	exclusive_use_area	4.3581790990901445e+20	0.6801876963063571	0.179850690534512
-3238	XGBoost_grid_1_AutoML_20190416_030706_model_18	city	4.0244317562982734e+20	0.6280992366353528	0.16607780770881356
-3239	XGBoost_grid_1_AutoML_20190416_030706_model_18	apartment_building_count_in_sites	1.8629134580962243e+20	0.2907477606290018	0.076877582179812
-3240	XGBoost_grid_1_AutoML_20190416_030706_model_18	total_parking_capacity_in_site	1.2665879611551672e+20	0.19767832571345167	0.05226878342012459
-3241	XGBoost_grid_1_AutoML_20190416_030706_model_18	heat_fuel_cogeneration	1.2137180764749536e+20	0.18942684172278113	0.050086981100389366
-3242	XGBoost_grid_1_AutoML_20190416_030706_model_18	total_household_count_in_sites	1.0124453481752088e+20	0.1580138983171097	0.04178098028045253
-3243	XGBoost_grid_1_AutoML_20190416_030706_model_18	room_count	7.197148468528703e+19	0.11232700000340459	0.02970075557965313
-3244	XGBoost_grid_1_AutoML_20190416_030706_model_18	floor	6.694906070514113e+19	0.1044884258666913	0.02762813212740696
-3245	XGBoost_grid_1_AutoML_20190416_030706_model_18	heat_type_individual	6.01699030168324e+19	0.09390809048792978	0.02483055046827044
-3246	XGBoost_grid_1_AutoML_20190416_030706_model_18	total_household_count_of_area_type	5.187173922842555e+19	0.08095701899114882	0.021406114589017502
-3247	XGBoost_grid_1_AutoML_20190416_030706_model_18	bathroom_count	4.852580659784738e+19	0.07573497061671565	0.02002533541402428
-3248	XGBoost_grid_1_AutoML_20190416_030706_model_18	heat_fuel_gas	3.986651481236727e+19	0.06222028111613978	0.016451871424250294
-3249	XGBoost_grid_1_AutoML_20190416_030706_model_18	heat_type_district	2.8573769533061333e+19	0.044595520357433936	0.01179164982634135
-3250	XGBoost_grid_1_AutoML_20190416_030706_model_18	front_door_structure_stairway	2.3881205638318e+19	0.037271763915202795	0.009855151032560478
-3251	XGBoost_grid_1_AutoML_20190416_030706_model_18	front_door_structure_corridor	1.2236855232146964e+19	0.01909824764229194	0.005049831164423576
-3252	XGBoost_grid_1_AutoML_20190416_030706_model_18	heat_type_central	2.4482407601269637e+18	0.0038210069039653293	0.0010103251410560387
-3253	XGBoost_grid_1_AutoML_20190416_030706_model_18	front_door_structure_mixed	2.166681121020969e+18	0.0033815724568212503	0.0008941328176831121
-3254	GBM_grid_1_AutoML_20190416_022142_model_38	supply_area	4.364130746735203e+21	1.0	0.17287070069403654
-3255	GBM_grid_1_AutoML_20190416_022142_model_38	exclusive_use_area	3.424121136636947e+21	0.7846055343778425	0.1356353084963166
-3256	GBM_grid_1_AutoML_20190416_022142_model_38	city	2.923857349378958e+21	0.6699747370232411	0.11581900223651055
-3257	GBM_grid_1_AutoML_20190416_022142_model_38	total_parking_capacity_in_site	2.180451536588631e+21	0.4996302043012396	0.08637142350545993
-3258	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_in_sites	2.1168205996659782e+21	0.48504976649692894	0.08385089300580291
-3259	GBM_grid_1_AutoML_20190416_022142_model_38	apartment_building_count_in_sites	1.9684382509431888e+21	0.4510493303656801	0.0779732137878911
-3260	GBM_grid_1_AutoML_20190416_022142_model_38	room_count	1.4711070107300602e+21	0.3370904989110586	0.058273070744057055
-3261	GBM_grid_1_AutoML_20190416_022142_model_38	bathroom_count	1.2520688133533619e+21	0.28689993174242817	0.04959659222938482
-3262	GBM_grid_1_AutoML_20190416_022142_model_38	total_household_count_of_area_type	1.2440828053141271e+21	0.2850700122228975	0.049280252759829855
-3263	GBM_grid_1_AutoML_20190416_022142_model_38	floor	1.0779789327951232e+21	0.24700885361914443	0.0427005936027722
-3264	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_gas	7.032871139910133e+20	0.16115170575884805	0.027858408292571267
-3265	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_district	5.133140227094573e+20	0.1176211375182713	0.02033324845921319
-3266	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_individual	5.093687638827645e+20	0.11671711812571661	0.020176969993381262
-3267	GBM_grid_1_AutoML_20190416_022142_model_38	heat_fuel_cogeneration	4.9874994446449456e+20	0.11428391434826016	0.019756340351440988
-3268	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_stairway	3.8386199207036636e+20	0.08795840783586346	0.015205431594517552
-3269	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_corridor	3.325166638249479e+20	0.07619310307641514	0.013171555116872836
-3270	GBM_grid_1_AutoML_20190416_022142_model_38	heat_type_central	1.5303873648595567e+20	0.035067404110301605	0.006062126720068776
-3271	GBM_grid_1_AutoML_20190416_022142_model_38	front_door_structure_mixed	1.2786289328932677e+20	0.029298593628291437	0.005064868409872575
-3272	GBM_grid_1_AutoML_20190416_022142_model_14	exclusive_use_area	1.5362337760476974e+20	1.0	0.2965614964954262
-3273	GBM_grid_1_AutoML_20190416_022142_model_14	city	9.501268762923998e+19	0.6184780539956699	0.18341677724253488
-3274	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_in_sites	4.212734381553982e+19	0.2742248248435324	0.08132452443179408
-3275	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_gas	3.922261001681607e+19	0.2553166752896486	0.07571709530413498
-3276	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_corridor	3.685509979844693e+19	0.23990554284820415	0.07114674680461101
-3277	GBM_grid_1_AutoML_20190416_022142_model_14	supply_area	3.1943572561078518e+19	0.20793432001775441	0.0616653131172241
-3278	GBM_grid_1_AutoML_20190416_022142_model_14	total_parking_capacity_in_site	2.8919992550508462e+19	0.1882525498489661	0.05582845790228921
-3279	GBM_grid_1_AutoML_20190416_022142_model_14	total_household_count_of_area_type	2.3446157474509357e+19	0.1526210257844337	0.045261519803298685
-3280	GBM_grid_1_AutoML_20190416_022142_model_14	floor	2.0559145604202103e+19	0.1338282358111867	0.039688301885508315
-3281	GBM_grid_1_AutoML_20190416_022142_model_14	apartment_building_count_in_sites	1.99412838410664e+19	0.12980631041956248	0.038495553672575275
-3282	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_district	7.179226538947117e+18	0.04673264350050467	0.013859102691696917
-3283	GBM_grid_1_AutoML_20190416_022142_model_14	heat_fuel_cogeneration	6.122773985538081e+18	0.03985574383926303	0.011819679036910209
-3284	GBM_grid_1_AutoML_20190416_022142_model_14	bathroom_count	3.9588520889470157e+18	0.025769854501780595	0.007642346615517448
-3285	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_individual	3.7044825477622006e+18	0.02411405481067344	0.0071513001812260465
-3286	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_stairway	2.3315418944897024e+18	0.015176999300771214	0.004500913624946748
-3287	GBM_grid_1_AutoML_20190416_022142_model_14	heat_type_central	1.8799598245783798e+18	0.012237459258414393	0.0036291592309771804
-3288	GBM_grid_1_AutoML_20190416_022142_model_14	room_count	1.187141742437073e+18	0.007727611259083619	0.0022917119593287424
-3289	GBM_grid_1_AutoML_20190416_022142_model_14	front_door_structure_mixed	0.0	0.0	0.0
-3290	GBM_grid_1_AutoML_20190416_020809_model_4	supply_area	1.4804033903389993e+20	1.0	0.30652195180708497
-3291	GBM_grid_1_AutoML_20190416_020809_model_4	city	8.878568708821431e+19	0.5997398254261169	0.18383342186605375
-3292	GBM_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	8.174683354951791e+19	0.5521929636407994	0.1692592649893165
-3293	GBM_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.6455657139174113e+19	0.17870573190943587	0.05477722974399394
-3294	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	2.5314531195310047e+19	0.1709975224355116	0.05241449433110881
-3295	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_district	2.2009060592634036e+19	0.14866934739722634	0.045570418538083385
-3296	GBM_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	2.1505288554042884e+19	0.14526640977982605	0.044527343457720095
-3297	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.376985591624342e+19	0.09301421495049565	0.028510898712429667
-3298	GBM_grid_1_AutoML_20190416_020809_model_4	floor	1.3402826840263885e+19	0.09053496450852329	0.027750954027937723
-3299	GBM_grid_1_AutoML_20190416_020809_model_4	bathroom_count	1.3291099966207427e+19	0.08978025890067627	0.0275196201919807
-3300	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.0658871328334938e+19	0.07199977653316608	0.022069512032620017
-3301	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	6.227876851793002e+18	0.04206878268744625	0.012895005379504129
-3302	GBM_grid_1_AutoML_20190416_020809_model_4	room_count	5.074132362732765e+18	0.03427533600534942	0.010506142891203359
-3303	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.8940795310505984e+18	0.019549263058549735	0.005992278269096808
-3304	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_central	1.9068949732408689e+18	0.012880914659376772	0.00394828310245266
-3305	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.14657120648115e+18	0.00774499176348546	0.00237400999207336
-3306	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.38540723426558e+17	0.0049887802760127335	0.0015291706673401112
-3307	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.0	0.0	0.0
-3308	GBM_grid_1_AutoML_20190416_023844_model_7	supply_area	1.922263160623108e+20	1.0	0.3430496961888292
-3309	GBM_grid_1_AutoML_20190416_023844_model_7	exclusive_use_area	5.742025753222971e+19	0.2987117409752406	0.10247297198959253
-3310	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_district	5.7124629641846325e+19	0.2971738251662129	0.10194539043854157
-3311	GBM_grid_1_AutoML_20190416_023844_model_7	total_parking_capacity_in_site	5.5929746375477035e+19	0.29095780183056325	0.0998129855217443
-3312	GBM_grid_1_AutoML_20190416_023844_model_7	city	4.227708850314989e+19	0.21993392668174336	0.0754482667297883
-3313	GBM_grid_1_AutoML_20190416_023844_model_7	apartment_building_count_in_sites	3.689370804974466e+19	0.19192849764537673	0.0658410128072249
-3314	GBM_grid_1_AutoML_20190416_023844_model_7	total_household_count_in_sites	3.501096151294568e+19	0.18213407107899193	0.062481037749282806
-3315	GBM_grid_1_AutoML_20190416_023844_model_7	heat_fuel_cogeneration	2.300253531902732e+19	0.11966382017939194	0.0410506371573351
-3316	GBM_grid_1_AutoML_20190416_023844_model_7	total_household_count_of_area_type	2.16596467924431e+19	0.1126778436799572	0.03865410004162171
-3317	GBM_grid_1_AutoML_20190416_023844_model_7	floor	1.6082431235153986e+19	0.08366404540542104	0.0287009253582581
-3318	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_central	7.083464023970152e+18	0.0368496060740925	0.012641246168395468
-3319	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_corridor	3.3489483160952504e+18	0.01742190343495777	0.005976578680393383
-3320	GBM_grid_1_AutoML_20190416_023844_model_7	room_count	3.160329845129347e+18	0.016440672171571535	0.0056399675935977535
-3321	GBM_grid_1_AutoML_20190416_023844_model_7	bathroom_count	3.1164480611869e+18	0.01621239029611686	0.005561655565577611
-3322	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_stairway	2.1921214836254966e+18	0.011403857330933362	0.003912089792757443
-3323	GBM_grid_1_AutoML_20190416_023844_model_7	heat_fuel_gas	1.6450072464232284e+18	0.008557658910187895	0.0029357022892275847
-3324	GBM_grid_1_AutoML_20190416_023844_model_7	heat_type_individual	1.4664836665898435e+18	0.0076289433030307776	0.0026171066823465114
-3325	GBM_grid_1_AutoML_20190416_023844_model_7	front_door_structure_mixed	7.052670963883704e+17	0.0036689414375488307	0.0012586292454857327
-3326	GBM_grid_1_AutoML_20190416_023844_model_40	supply_area	9.03911851709998e+20	1.0	0.3046876998639892
-3327	GBM_grid_1_AutoML_20190416_023844_model_40	city	6.434261121689348e+20	0.7118239582230471	0.21688400453906054
-3328	GBM_grid_1_AutoML_20190416_023844_model_40	exclusive_use_area	5.310587330068784e+20	0.5875116384437649	0.17900756976075435
-3329	GBM_grid_1_AutoML_20190416_023844_model_40	apartment_building_count_in_sites	1.6691527691593056e+20	0.18465879897488277	0.05626326471930379
-3330	GBM_grid_1_AutoML_20190416_023844_model_40	total_parking_capacity_in_site	1.1888700812574484e+20	0.1315250020240772	0.040074050341322595
-3331	GBM_grid_1_AutoML_20190416_023844_model_40	heat_fuel_cogeneration	1.0748116708040586e+20	0.1189066908206543	0.036229406124583675
-3332	GBM_grid_1_AutoML_20190416_023844_model_40	floor	8.409207425937808e+19	0.09303127744181557	0.028345485939155406
-3333	GBM_grid_1_AutoML_20190416_023844_model_40	total_household_count_in_sites	7.80346272074485e+19	0.08632990823145478	0.02630366116851122
-3334	GBM_grid_1_AutoML_20190416_023844_model_40	bathroom_count	5.4736459599991276e+19	0.06055508564960421	0.018450389761644766
-3335	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_individual	5.327292606053771e+19	0.05893597474107382	0.017957066583099947
-3336	GBM_grid_1_AutoML_20190416_023844_model_40	room_count	5.2476923622492996e+19	0.05805535520218974	0.01768875264134207
-3337	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_district	4.849805052631581e+19	0.05365351769043452	0.01634756689471035
-3338	GBM_grid_1_AutoML_20190416_023844_model_40	heat_fuel_gas	3.49162275910965e+19	0.038627912141037696	0.011769449700801037
-3339	GBM_grid_1_AutoML_20190416_023844_model_40	total_household_count_of_area_type	2.571036857544894e+19	0.02844344669982001	0.008666368351172134
-3340	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_stairway	2.554224884951548e+19	0.028257455415807733	0.00860969909465168
-3341	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_mixed	1.765317375538548e+19	0.019529751404398166	0.005950475034321589
-3342	GBM_grid_1_AutoML_20190416_023844_model_40	heat_type_central	1.6361700591539323e+19	0.018100991330721756	0.00551514941381562
-3343	GBM_grid_1_AutoML_20190416_023844_model_40	front_door_structure_corridor	3.708176082197807e+18	0.004102364710876145	0.0012499400677600516
-3344	GBM_grid_1_AutoML_20190416_030706_model_16	supply_area	8.07557619157383e+20	1.0	0.21771645564461561
-3345	GBM_grid_1_AutoML_20190416_030706_model_16	city	7.865037834806352e+20	0.9739289987769347	0.2120403696632234
-3346	GBM_grid_1_AutoML_20190416_030706_model_16	exclusive_use_area	7.306746292249601e+20	0.9047956602618106	0.1969889042348312
-3347	GBM_grid_1_AutoML_20190416_030706_model_16	apartment_building_count_in_sites	2.7614406935017475e+20	0.34194967987337843	0.0744480723108429
-3348	GBM_grid_1_AutoML_20190416_030706_model_16	total_parking_capacity_in_site	1.8020601514281245e+20	0.2231494210045866	0.048583301020266735
-3349	GBM_grid_1_AutoML_20190416_030706_model_16	room_count	1.635331087801474e+20	0.20250333214709826	0.044088307731290584
-3350	GBM_grid_1_AutoML_20190416_030706_model_16	total_household_count_in_sites	1.4303148302724078e+20	0.17711613343018404	0.03856109680789848
-3351	GBM_grid_1_AutoML_20190416_030706_model_16	heat_fuel_gas	1.0123368043873147e+20	0.12535784201300723	0.02729246505032962
-3352	GBM_grid_1_AutoML_20190416_030706_model_16	heat_type_individual	9.656689569361297e+19	0.11957895437154346	0.026034306115461658
-3353	GBM_grid_1_AutoML_20190416_030706_model_16	floor	8.675897049887434e+19	0.10743378359726193	0.023390102581286508
-3354	GBM_grid_1_AutoML_20190416_030706_model_16	heat_type_district	8.140925709151162e+19	0.10080922420923374	0.02194782699111775
-3355	GBM_grid_1_AutoML_20190416_030706_model_16	heat_fuel_cogeneration	7.694696391697341e+19	0.09528355883418071	0.020744798710583028
-3356	GBM_grid_1_AutoML_20190416_030706_model_16	total_household_count_of_area_type	7.0102169782532964e+19	0.08680763838954124	0.01889945135305039
-3357	GBM_grid_1_AutoML_20190416_030706_model_16	bathroom_count	4.203471215992295e+19	0.05205165695022797	0.011332502261633057
-3358	GBM_grid_1_AutoML_20190416_030706_model_16	front_door_structure_stairway	3.019693017063542e+19	0.03739291098775506	0.008141052046488633
-3359	GBM_grid_1_AutoML_20190416_030706_model_16	front_door_structure_corridor	2.3909229990686753e+19	0.029606840952889506	0.006445896475096957
-3360	GBM_grid_1_AutoML_20190416_030706_model_16	heat_type_central	9.331040613493113e+18	0.011554643770470833	0.0025156360879430473
-3361	GBM_grid_1_AutoML_20190416_030706_model_16	front_door_structure_mixed	3.0766284229532713e+18	0.0038097943106071724	0.0008294549140404154
-3362	GBM_grid_1_AutoML_20190416_015849_model_9	supply_area	7.163329162115988e+20	1.0	0.3747607999901005
-3363	GBM_grid_1_AutoML_20190416_015849_model_9	city	3.756479541156239e+20	0.5244041501014323	0.19652611881014145
-3364	GBM_grid_1_AutoML_20190416_015849_model_9	exclusive_use_area	2.772239480983252e+20	0.3870043408928532	0.1450340563926472
-3365	GBM_grid_1_AutoML_20190416_015849_model_9	apartment_building_count_in_sites	1.0191358324497606e+20	0.14227125535980764	0.05331768947423738
-3366	GBM_grid_1_AutoML_20190416_015849_model_9	total_parking_capacity_in_site	8.53385773976482e+19	0.11913256457482109	0.044646215204932255
-3367	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_district	7.365051370769167e+19	0.102816039917864	0.03853142137143282
-3368	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_in_sites	5.8549055751723155e+19	0.08173442044428998	0.030630856792429335
-3369	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_cogeneration	5.526431314225398e+19	0.07714892320532338	0.028912392178801816
-3370	GBM_grid_1_AutoML_20190416_015849_model_9	floor	4.81876803840272e+19	0.06726995129425682	0.025210140762330777
-3371	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_individual	4.150278602659096e+19	0.05793784577998003	0.021712833434208382
-3372	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_of_area_type	3.408171145975405e+19	0.04757803346521996	0.017830381883381603
-3373	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_stairway	1.3284114768836166e+19	0.01854461028971081	0.006949792987676672
-3374	GBM_grid_1_AutoML_20190416_015849_model_9	bathroom_count	1.2627982304472465e+19	0.017628650057373973	0.006606526998247
-3375	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_corridor	1.0749710779998536e+19	0.015006584978461553	0.005623879791647676
-3376	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_mixed	2.611355784008696e+18	0.0036454499366287995	0.00136617173457487
-3377	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_central	2.3921719893022474e+18	0.0033394695890194438	0.0012515022947235388
-3378	GBM_grid_1_AutoML_20190416_015849_model_9	room_count	2.08197886838571e+18	0.0029064403174385344	0.0010892198984867466
-3379	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_gas	0.0	0.0	0.0
-3380	GBM_grid_1_AutoML_20190416_022142_model_10	supply_area	3.1538570267736995e+21	1.0	0.23678048877278532
-3381	GBM_grid_1_AutoML_20190416_022142_model_10	city	2.659844517273478e+21	0.8433624272418012	0.19969176773491631
-3382	GBM_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	2.5078578814739085e+21	0.7951717088581441	0.18828114588172232
-3383	GBM_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	8.686405742221066e+20	0.2754216715748525	0.06521447801411112
-3384	GBM_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	5.884325515659974e+20	0.18657553166509458	0.04417744558070338
-3385	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	5.7302879828113464e+20	0.1816914316078956	0.04302098598194462
-3386	GBM_grid_1_AutoML_20190416_022142_model_10	bathroom_count	5.324320494182497e+20	0.16881933610126632	0.03997312491635496
-3387	GBM_grid_1_AutoML_20190416_022142_model_10	room_count	4.099946214893929e+20	0.12999784644924284	0.030780953621661212
-3388	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	3.988744599532292e+20	0.1264719537274858	0.02994609101964317
-3389	GBM_grid_1_AutoML_20190416_022142_model_10	floor	3.42327966719407e+20	0.10854263963563314	0.025700779265613514
-3390	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	2.7652112267366472e+20	0.08767712687234192	0.02076023295502663
-3391	GBM_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	2.7326336647758768e+20	0.08664418334686777	0.020515652082190177
-3392	GBM_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.6568278795793256e+20	0.08424059356606854	0.019946528919083262
-3393	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_district	2.601050798194342e+20	0.08247205805822905	0.019527774217125003
-3394	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	1.0941671216557064e+20	0.034692984252840606	0.008214621768374142
-3395	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	6.2397025391543845e+19	0.019784354478292288	0.004684549123424093
-3396	GBM_grid_1_AutoML_20190416_022142_model_10	heat_type_central	2.422907792320679e+19	0.007682364075962063	0.0018190339208367845
-3397	GBM_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.2844851077446631e+19	0.00407274361786353	0.0009643462244839686
-3398	XGBoost_grid_1_AutoML_20190416_021340_model_9	supply_area	4.466805922102321e+20	1.0	0.2471254641630362
-3399	XGBoost_grid_1_AutoML_20190416_021340_model_9	city	4.2314646940745413e+20	0.947313307958315	0.2341052409370199
-3400	XGBoost_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.379215463277459e+20	0.7565171897343185	0.1869546616604092
-3401	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.2051537605038807e+20	0.2698021318859249	0.0666749770744859
-3402	XGBoost_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.185503640535989e+20	0.26540298844639004	0.06558783671007108
-3403	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	8.682208246630869e+19	0.19437173671840552	0.04803420565671143
-3404	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	6.8561103081135145e+19	0.153490221596345	0.03793134225648405
-3405	XGBoost_grid_1_AutoML_20190416_021340_model_9	floor	4.3786586026691e+19	0.09802661407344661	0.024224872503231312
-3406	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	4.363233773945356e+19	0.09768129285303226	0.024139534836351072
-3407	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	2.6982785003762483e+19	0.060407336862898495	0.01492819116109668
-3408	XGBoost_grid_1_AutoML_20190416_021340_model_9	room_count	2.1885172020462748e+19	0.048995126276187975	0.012107943322729527
-3409	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_district	1.900404913443386e+19	0.04254505224952672	0.010513965785004919
-3410	XGBoost_grid_1_AutoML_20190416_021340_model_9	bathroom_count	1.863090347526901e+19	0.04170967756418729	0.010307523428140362
-3411	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	1.2860395972840129e+19	0.02879103367622323	0.007114997560970273
-3412	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	7.577715391376392e+18	0.01696450556286965	0.004192361311520573
-3413	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	5.336907395434021e+18	0.011947927643389044	0.002952637164658889
-3414	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_central	4.308044337544954e+18	0.009644574697611565	0.002383419998802333
-3415	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	1.3028940660017725e+18	0.0029168360764341423	0.0007208244692762769
-3416	GBM_grid_1_AutoML_20190416_030706_model_46	supply_area	1.6988323703129794e+20	1.0	0.3133307553323601
-3417	GBM_grid_1_AutoML_20190416_030706_model_46	city	1.019895638965019e+20	0.6003509568028312	0.1881084187595362
-3418	GBM_grid_1_AutoML_20190416_030706_model_46	exclusive_use_area	8.038243637647114e+19	0.47316284867860225	0.14825647277167764
-3419	GBM_grid_1_AutoML_20190416_030706_model_46	apartment_building_count_in_sites	3.5292214388307526e+19	0.20774394816720831	0.06509256819495805
-3420	GBM_grid_1_AutoML_20190416_030706_model_46	total_parking_capacity_in_site	3.4396853482507207e+19	0.20247349934926306	0.06344117448589072
-3421	GBM_grid_1_AutoML_20190416_030706_model_46	heat_type_district	2.446563565089954e+19	0.14401441883516847	0.0451241466323742
-3422	GBM_grid_1_AutoML_20190416_030706_model_46	total_household_count_in_sites	2.1228589855843287e+19	0.12495988554734391	0.03915377532479453
-3423	GBM_grid_1_AutoML_20190416_030706_model_46	floor	2.11378537582727e+19	0.12442577694924915	0.03898642267432399
-3424	GBM_grid_1_AutoML_20190416_030706_model_46	total_household_count_of_area_type	1.643813863990231e+19	0.09676139286699534	0.03031832031402689
-3425	GBM_grid_1_AutoML_20190416_030706_model_46	bathroom_count	1.09337437377208e+19	0.06436034495685088	0.020166075498781338
-3426	GBM_grid_1_AutoML_20190416_030706_model_46	heat_fuel_cogeneration	1.0658579957753577e+19	0.06274062199432852	0.019658566479505042
-3427	GBM_grid_1_AutoML_20190416_030706_model_46	heat_type_individual	7.289803323840922e+18	0.04291066882895518	0.013445232275993287
-3428	GBM_grid_1_AutoML_20190416_030706_model_46	room_count	3.179989387911889e+18	0.018718676683362426	0.005865137104020186
-3429	GBM_grid_1_AutoML_20190416_030706_model_46	front_door_structure_stairway	2.992202972370305e+18	0.01761329148572231	0.005518785925110398
-3430	GBM_grid_1_AutoML_20190416_030706_model_46	front_door_structure_corridor	7.616563061331067e+17	0.004483410602735249	0.0014047904306201473
-3431	GBM_grid_1_AutoML_20190416_030706_model_46	heat_type_central	7.128167555415409e+17	0.0041959216694830055	0.0013147113060145276
-3432	GBM_grid_1_AutoML_20190416_030706_model_46	front_door_structure_mixed	4.4168911096119296e+17	0.0025999569979928017	0.00081464649001274
-3433	GBM_grid_1_AutoML_20190416_030706_model_46	heat_fuel_gas	0.0	0.0	0.0
-3434	XGBoost_grid_1_AutoML_20190416_030706_model_2	supply_area	1.2831370361202656e+21	1.0	0.28685853131990274
-3435	XGBoost_grid_1_AutoML_20190416_030706_model_2	exclusive_use_area	6.083369489909751e+20	0.4741013094208256	0.13600000531730083
-3436	XGBoost_grid_1_AutoML_20190416_030706_model_2	city	6.039595205219152e+20	0.4706898043782343	0.13502138599119265
-3437	XGBoost_grid_1_AutoML_20190416_030706_model_2	apartment_building_count_in_sites	3.473600356155518e+20	0.2707115653569168	0.07765592204959702
-3438	XGBoost_grid_1_AutoML_20190416_030706_model_2	total_parking_capacity_in_site	2.7525408065818775e+20	0.2145165114167812	0.06153589140888701
-3439	XGBoost_grid_1_AutoML_20190416_030706_model_2	total_household_count_in_sites	2.4579068747099983e+20	0.1915545109773937	0.05494904568667735
-3440	XGBoost_grid_1_AutoML_20190416_030706_model_2	heat_fuel_cogeneration	2.3794290123751608e+20	0.18543841736262862	0.0531945920549308
-3441	XGBoost_grid_1_AutoML_20190416_030706_model_2	total_household_count_of_area_type	1.9911606702818774e+20	0.15517911292642717	0.04451445242560023
-3442	XGBoost_grid_1_AutoML_20190416_030706_model_2	floor	1.848452505245854e+20	0.14405729498969919	0.04132406406666309
-3443	XGBoost_grid_1_AutoML_20190416_030706_model_2	room_count	1.5056645380457575e+20	0.11734245802758006	0.033660685171258954
-3444	XGBoost_grid_1_AutoML_20190416_030706_model_2	bathroom_count	8.857845113661109e+19	0.06903272888485842	0.019802627220915518
-3445	XGBoost_grid_1_AutoML_20190416_030706_model_2	heat_fuel_gas	7.924866396637364e+19	0.06176165268052152	0.01771685697982434
-3446	XGBoost_grid_1_AutoML_20190416_030706_model_2	heat_type_district	6.0604544361338765e+19	0.047231544765151984	0.013548771563301741
-3447	XGBoost_grid_1_AutoML_20190416_030706_model_2	heat_type_individual	4.649031150767125e+19	0.0362317587280006	0.010393389095851321
-3448	XGBoost_grid_1_AutoML_20190416_030706_model_2	front_door_structure_stairway	2.0202105591360913e+19	0.01574430869242513	0.004516389268156251
-3449	XGBoost_grid_1_AutoML_20190416_030706_model_2	heat_type_central	2.0035881423473738e+19	0.015614763551720768	0.004479228139354168
-3450	XGBoost_grid_1_AutoML_20190416_030706_model_2	front_door_structure_corridor	1.2862759922839847e+19	0.010024463140532599	0.002875602773763681
-3451	XGBoost_grid_1_AutoML_20190416_030706_model_2	front_door_structure_mixed	8.733926634773545e+18	0.006806698262861874	0.0019525594668222904
-3452	GBM_grid_1_AutoML_20190416_023844_model_15	supply_area	3.451881606215035e+21	1.0	0.17505504057509033
-3453	GBM_grid_1_AutoML_20190416_023844_model_15	exclusive_use_area	3.117989233441414e+21	0.9032723566844079	0.1581223790497465
-3454	GBM_grid_1_AutoML_20190416_023844_model_15	city	2.296974014172518e+21	0.6654266502179182	0.11648628925364411
-3455	GBM_grid_1_AutoML_20190416_023844_model_15	total_parking_capacity_in_site	1.710240832594039e+21	0.4954517644854299	0.08673132873499702
-3456	GBM_grid_1_AutoML_20190416_023844_model_15	total_household_count_in_sites	1.6509310995138483e+21	0.47826990837153394	0.08372355821582361
-3457	GBM_grid_1_AutoML_20190416_023844_model_15	apartment_building_count_in_sites	1.4939805117624982e+21	0.4328017823880807	0.07576413357691689
-3458	GBM_grid_1_AutoML_20190416_023844_model_15	total_household_count_of_area_type	1.0951605875860067e+21	0.31726481743006324	0.055538805488268346
-3459	GBM_grid_1_AutoML_20190416_023844_model_15	room_count	9.08862785444106e+20	0.2632948893170956	0.046091097532618086
-3460	GBM_grid_1_AutoML_20190416_023844_model_15	bathroom_count	8.389263868306695e+20	0.24303451929527403	0.04254441763638177
-3461	GBM_grid_1_AutoML_20190416_023844_model_15	floor	7.691233369874498e+20	0.22281278002196264	0.039004500247393346
-3462	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_individual	5.714977503296891e+20	0.16556122588350664	0.028982327114698947
-3463	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_district	3.8480144998951027e+20	0.11147585400863225	0.019514410146623962
-3464	GBM_grid_1_AutoML_20190416_023844_model_15	heat_fuel_gas	3.8447736673820004e+20	0.11138196803909994	0.019497974934418055
-3465	GBM_grid_1_AutoML_20190416_023844_model_15	heat_fuel_cogeneration	3.640416149259367e+20	0.10546179054069757	0.01846161802222349
-3466	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_stairway	2.7089679524214866e+20	0.0784780088501312	0.013737971023512015
-3467	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_corridor	2.519626772462646e+20	0.07299285027406835	0.012777766366418527
-3468	GBM_grid_1_AutoML_20190416_023844_model_15	heat_type_central	8.320620213892547e+19	0.024104593271424654	0.004219630553175292
-3469	GBM_grid_1_AutoML_20190416_023844_model_15	front_door_structure_mixed	7.388157827529205e+19	0.02140327702499122	0.0037467515280497367
-3470	GBM_grid_1_AutoML_20190416_023844_model_1	supply_area	5.413133097315359e+21	1.0	0.30409204077406266
-3471	GBM_grid_1_AutoML_20190416_023844_model_1	city	3.8902335649706316e+21	0.7186657883767888	0.21854054622199837
-3472	GBM_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	3.021741116955019e+21	0.5582240566842241	0.16975149260628178
-3473	GBM_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	9.542894689854853e+20	0.17629152134810147	0.053608848497908416
-3474	GBM_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	8.097149137476376e+20	0.1495834111578035	0.04548712476492216
-3475	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_district	6.310145434396226e+20	0.11657103789902634	0.035448324809865525
-3476	GBM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	5.215824908878212e+20	0.09635500947621255	0.02930079147042562
-3477	GBM_grid_1_AutoML_20190416_023844_model_1	bathroom_count	5.0142656038678036e+20	0.0926314855689513	0.02816849748659554
-3478	GBM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	4.5643141316907054e+20	0.08431926667301742	0.025640817879170278
-3479	GBM_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	4.292556726707264e+20	0.07929893186694699	0.024114174022623263
-3480	GBM_grid_1_AutoML_20190416_023844_model_1	floor	3.4488949456059027e+20	0.06371347025101563	0.019374759193428875
-3481	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	2.865152963420556e+20	0.05292966036326591	0.016095488437343545
-3482	GBM_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	1.6738310591940972e+20	0.03092166826683484	0.00940303320740038
-3483	GBM_grid_1_AutoML_20190416_023844_model_1	room_count	1.472562113214352e+20	0.027203508333180804	0.00827237036525117
-3484	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	1.202613009034416e+20	0.02221657933426487	0.006755884948775471
-3485	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	4.1683224680802025e+19	0.007700387914251508	0.002341626675596669
-3486	GBM_grid_1_AutoML_20190416_023844_model_1	heat_type_central	3.2317564844196758e+19	0.005970214340420456	0.0018154946626370311
-3487	GBM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	3.184030862802105e+19	0.005882047985077669	0.001788683975713232
-3488	GBM_grid_1_AutoML_20190416_022142_model_44	supply_area	6.078077760347591e+20	1.0	0.3058106416810628
-3489	GBM_grid_1_AutoML_20190416_022142_model_44	city	3.940894557178922e+20	0.648378436828941	0.19828102581882293
-3490	GBM_grid_1_AutoML_20190416_022142_model_44	exclusive_use_area	3.281963395917881e+20	0.5399673260728722	0.16512775447315275
-3491	GBM_grid_1_AutoML_20190416_022142_model_44	apartment_building_count_in_sites	1.1541483836615845e+20	0.189887071072217	0.05806948705153226
-3492	GBM_grid_1_AutoML_20190416_022142_model_44	total_parking_capacity_in_site	1.1297736182486742e+20	0.18587679572300586	0.05684310217367226
-3493	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_district	7.639983813489905e+19	0.12569736871962942	0.03843959298577102
-3494	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_of_area_type	7.3745062911587385e+19	0.12132958119208083	0.03710387707924485
-3495	GBM_grid_1_AutoML_20190416_022142_model_44	total_household_count_in_sites	6.401148669311897e+19	0.10531534675439608	0.0322065537698255
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-3498	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_individual	3.719031670450002e+19	0.0611876290019251	0.018711828088021524
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-3500	GBM_grid_1_AutoML_20190416_022142_model_44	room_count	1.5625802956626985e+19	0.025708461741913255	0.007861921181927547
-3501	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_stairway	1.0224991945386623e+19	0.016822739603782035	0.005144572793066012
-3502	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_corridor	6.308215967411339e+18	0.010378636496829859	0.0031738974868700367
-3503	GBM_grid_1_AutoML_20190416_022142_model_44	heat_type_central	3.8849440168395407e+18	0.0063917313499743215	0.001954659465588613
-3504	GBM_grid_1_AutoML_20190416_022142_model_44	front_door_structure_mixed	1.4238939462489866e+18	0.002342671486597693	0.0007164138705643698
-3505	GBM_grid_1_AutoML_20190416_022142_model_44	heat_fuel_gas	0.0	0.0	0.0
-3506	GBM_grid_1_AutoML_20190416_030706_model_51	city	1.0541206211879187e+20	1.0	0.19111459291813207
-3507	GBM_grid_1_AutoML_20190416_030706_model_51	total_parking_capacity_in_site	8.641067160347397e+19	0.8197417816008126	0.15666461688862363
-3508	GBM_grid_1_AutoML_20190416_030706_model_51	supply_area	6.291500092134261e+19	0.5968482131621891	0.11406640329240628
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-3510	GBM_grid_1_AutoML_20190416_030706_model_51	bathroom_count	5.739853118246486e+19	0.5445157795867878	0.10406491155322828
-3511	GBM_grid_1_AutoML_20190416_030706_model_51	room_count	5.183891660731318e+19	0.49177404905421945	0.09398519719269867
-3512	GBM_grid_1_AutoML_20190416_030706_model_51	heat_type_individual	3.2731377040426533e+19	0.3105088391453779	0.05934277039075066
-3513	GBM_grid_1_AutoML_20190416_030706_model_51	total_household_count_of_area_type	2.2579245332566114e+19	0.214199825700411	0.040936712491868886
-3514	GBM_grid_1_AutoML_20190416_030706_model_51	apartment_building_count_in_sites	1.3805543864657773e+19	0.13096740152089908	0.025029781627212182
-3515	GBM_grid_1_AutoML_20190416_030706_model_51	floor	1.2026392213916221e+19	0.11408933638318673	0.021804137079172566
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-3517	GBM_grid_1_AutoML_20190416_030706_model_51	heat_fuel_gas	1.0578688343367746e+19	0.10035557725306918	0.01917941529378447
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-3520	GBM_grid_1_AutoML_20190416_030706_model_51	front_door_structure_corridor	3.5657478198368666e+18	0.0338267532971561	0.00646478618612807
-3521	GBM_grid_1_AutoML_20190416_030706_model_51	heat_type_central	1.0809887738581484e+18	0.010254886889888855	0.0019598585333825977
-3522	GBM_grid_1_AutoML_20190416_030706_model_51	heat_fuel_cogeneration	9.147813048038195e+17	0.008678146375439713	0.001658520411826124
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-3524	GBM_grid_1_AutoML_20190416_023844_model_43	supply_area	4.538082071236156e+20	1.0	0.251803110147332
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-3526	GBM_grid_1_AutoML_20190416_023844_model_43	city	3.800725296432829e+20	0.8375179727407456	0.2108896303404081
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-3530	GBM_grid_1_AutoML_20190416_023844_model_43	total_household_count_in_sites	5.6981411655258735e+19	0.1255627614503173	0.031617093851877415
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-3535	GBM_grid_1_AutoML_20190416_023844_model_43	total_household_count_of_area_type	2.0004411201663533e+19	0.04408120189905338	0.011099783737214116
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-3539	GBM_grid_1_AutoML_20190416_023844_model_43	heat_type_central	6.4012192579584e+18	0.014105560801844937	0.0035518240802768484
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-3543	GBM_grid_1_AutoML_20190416_030706_model_28	city	2.316882457800286e+20	0.8064602786247751	0.18336929267188481
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-3545	GBM_grid_1_AutoML_20190416_030706_model_28	bathroom_count	1.0141503828466336e+20	0.3530053920363441	0.08026477033369571
-3546	GBM_grid_1_AutoML_20190416_030706_model_28	room_count	8.772048022322492e+19	0.3053373842239996	0.06942623419335049
-3547	GBM_grid_1_AutoML_20190416_030706_model_28	apartment_building_count_in_sites	7.023145035972687e+19	0.24446158170277635	0.05558456939594045
-3548	GBM_grid_1_AutoML_20190416_030706_model_28	total_parking_capacity_in_site	5.874417068714177e+19	0.20447666691262673	0.04649298021672098
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-3550	GBM_grid_1_AutoML_20190416_030706_model_28	total_household_count_in_sites	4.7372876297147515e+19	0.16489547361037415	0.03749318740445757
-3551	GBM_grid_1_AutoML_20190416_030706_model_28	heat_type_individual	2.9555908294572245e+19	0.10287818425143282	0.023391976489805927
-3552	GBM_grid_1_AutoML_20190416_030706_model_28	floor	2.8767765165642875e+19	0.1001348162173201	0.022768201867189995
-3553	GBM_grid_1_AutoML_20190416_030706_model_28	heat_fuel_cogeneration	2.7878451573795324e+19	0.0970392941089301	0.022064356043024168
-3554	GBM_grid_1_AutoML_20190416_030706_model_28	heat_type_district	1.7722047163749368e+19	0.06168688897169204	0.014026085968123915
-3555	GBM_grid_1_AutoML_20190416_030706_model_28	total_household_count_of_area_type	1.7601672630740451e+19	0.061267889384108876	0.013930815735923573
-3556	GBM_grid_1_AutoML_20190416_030706_model_28	front_door_structure_stairway	1.5057202612950532e+19	0.05241109998337473	0.011916998997762683
-3557	GBM_grid_1_AutoML_20190416_030706_model_28	heat_type_central	3.9610420412316385e+18	0.013787592277119622	0.0031349604072441637
-3558	GBM_grid_1_AutoML_20190416_030706_model_28	front_door_structure_corridor	3.589457963456135e+18	0.012494182687494278	0.002840870781417742
-3559	GBM_grid_1_AutoML_20190416_030706_model_28	front_door_structure_mixed	1.3923143230318182e+18	0.0048463666903135316	0.0011019449507752544
-3560	XGBoost_grid_1_AutoML_20190416_020809_model_6	supply_area	4.02468789852708e+20	1.0	0.23586783743966896
-3561	XGBoost_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	3.326278112563765e+20	0.8264685850003641	0.1949373578558591
-3562	XGBoost_grid_1_AutoML_20190416_020809_model_6	city	3.205536958397683e+20	0.7964684564909535	0.18786129242143226
-3563	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	1.1452951160347322e+20	0.28456743601258555	0.06712030573803993
-3564	XGBoost_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	1.103971071016399e+20	0.2742997963694081	0.06469849977979385
-3565	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	9.079971971141625e+19	0.2256068594651683	0.05321340205360456
-3566	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	7.390730684738201e+19	0.1836348773141638	0.04331356139059074
-3567	XGBoost_grid_1_AutoML_20190416_020809_model_6	bathroom_count	5.738292691344346e+19	0.142577333597579	0.03362940734357521
-3568	XGBoost_grid_1_AutoML_20190416_020809_model_6	floor	4.332637443976908e+19	0.10765151368786953	0.025391529730664705
-3569	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	3.81922268841016e+19	0.09489487842791204	0.022382649758891905
-3570	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	3.4066546995383763e+19	0.08464394719364733	0.019964784776923133
-3571	XGBoost_grid_1_AutoML_20190416_020809_model_6	room_count	3.1194893103493284e+19	0.07750885010216498	0.018281844856033118
-3572	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_district	1.786216012950012e+19	0.04438147896147961	0.01046816346501836
-3573	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	1.6769837108746519e+19	0.041667422497242076	0.009828004836109499
-3574	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	6.987595955876921e+18	0.017361833096261155	0.00409509802640359
-3575	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_central	6.431847253861728e+18	0.0159809839073872	0.00376940011439357
-3576	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	6.187235603495518e+18	0.015373205971473883	0.00362604484700615
-3577	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	2.646205904562684e+18	0.006574934432881414	0.0015508155659913554
-3578	GBM_grid_1_AutoML_20190416_030706_model_34	supply_area	1.538903214358077e+20	1.0	0.28497428031299316
-3579	GBM_grid_1_AutoML_20190416_030706_model_34	city	1.0756142263314049e+20	0.6989485864321078	0.1991823703942738
-3580	GBM_grid_1_AutoML_20190416_030706_model_34	exclusive_use_area	9.423472597798381e+19	0.6123499197270308	0.17450397767392972
-3581	GBM_grid_1_AutoML_20190416_030706_model_34	heat_fuel_gas	4.558828976042987e+19	0.29623883643290794	0.08442044921322645
-3582	GBM_grid_1_AutoML_20190416_030706_model_34	apartment_building_count_in_sites	3.446209630347618e+19	0.2239393353782249	0.06381695093317966
-3583	GBM_grid_1_AutoML_20190416_030706_model_34	total_parking_capacity_in_site	2.9635376596981383e+19	0.19257466174923282	0.05487882563850572
-3584	GBM_grid_1_AutoML_20190416_030706_model_34	total_household_count_in_sites	2.562997228522596e+19	0.16654700598514893	0.04746161316890158
-3585	GBM_grid_1_AutoML_20190416_030706_model_34	floor	1.3622246480214491e+19	0.08851918920642933	0.025225692237991874
-3586	GBM_grid_1_AutoML_20190416_030706_model_34	total_household_count_of_area_type	1.2882441180977037e+19	0.08371183490152558	0.023855719904742355
-3587	GBM_grid_1_AutoML_20190416_030706_model_34	bathroom_count	6.354794578498814e+18	0.04129430960445157	0.011767816160550509
-3588	GBM_grid_1_AutoML_20190416_030706_model_34	heat_type_individual	5.914736489958212e+18	0.03843475297714175	0.010952916068668642
-3589	GBM_grid_1_AutoML_20190416_030706_model_34	heat_type_district	2.8428983642892534e+18	0.01847353581281011	0.0052644825730918665
-3590	GBM_grid_1_AutoML_20190416_030706_model_34	room_count	2.563825820485288e+18	0.016660084900496728	0.004747695704472419
-3591	GBM_grid_1_AutoML_20190416_030706_model_34	front_door_structure_corridor	1.4123439889160602e+18	0.009177601136567848	0.0026153802788931304
-3592	GBM_grid_1_AutoML_20190416_030706_model_34	heat_type_central	1.070190813759144e+18	0.006954243800222048	0.001981780622089373
-3593	GBM_grid_1_AutoML_20190416_030706_model_34	front_door_structure_mixed	1.001255282988286e+18	0.006506291452552068	0.0018541257241976045
-3594	GBM_grid_1_AutoML_20190416_030706_model_34	front_door_structure_stairway	7.907403815526072e+17	0.005138337318259803	0.0014642939792764826
-3595	GBM_grid_1_AutoML_20190416_030706_model_34	heat_fuel_cogeneration	5.5709512272288154e+17	0.0036200790116307784	0.0010316294110156526
-3596	GBM_grid_1_AutoML_20190416_022142_model_32	supply_area	4.037022483850262e+21	1.0	0.17886540845789153
-3597	GBM_grid_1_AutoML_20190416_022142_model_32	exclusive_use_area	3.1950407565161424e+21	0.7914349670574315	0.14156033865058543
-3598	GBM_grid_1_AutoML_20190416_022142_model_32	total_parking_capacity_in_site	2.1499098127656645e+21	0.5325483871754941	0.09525448479573613
-3599	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_in_sites	1.982413483536873e+21	0.49105832119274445	0.08783334719678673
-3600	GBM_grid_1_AutoML_20190416_022142_model_32	city	1.7754013045401374e+21	0.4397798901647111	0.07866140968587773
-3601	GBM_grid_1_AutoML_20190416_022142_model_32	total_household_count_of_area_type	1.75029261071764e+21	0.43356028303521343	0.07754893711621252
-3602	GBM_grid_1_AutoML_20190416_022142_model_32	apartment_building_count_in_sites	1.6366401927337833e+21	0.40540774773512217	0.07251342239063648
-3603	GBM_grid_1_AutoML_20190416_022142_model_32	floor	1.4618297362351653e+21	0.3621059189249208	0.06476822309352612
-3604	GBM_grid_1_AutoML_20190416_022142_model_32	room_count	1.1778126886410912e+21	0.2917528186560325	0.0521844870776524
-3605	GBM_grid_1_AutoML_20190416_022142_model_32	bathroom_count	9.555284514642214e+20	0.23669138710193596	0.0423359016324527
-3606	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_cogeneration	4.9030551924131444e+20	0.12145226369254486	0.021723608753502585
-3607	GBM_grid_1_AutoML_20190416_022142_model_32	heat_fuel_gas	4.5046913984364125e+20	0.11158450111330856	0.019958607369201988
-3608	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_individual	4.3354862346240105e+20	0.10739316543238799	0.019208922400649996
-3609	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_district	3.2470481842755286e+20	0.08043175873468743	0.014386459379066453
-3610	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_corridor	2.884018647812727e+20	0.07143925156102002	0.01277801091038791
-3611	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_stairway	2.1420092675662335e+20	0.05305913643372424	0.00949044411064108
-3612	GBM_grid_1_AutoML_20190416_022142_model_32	front_door_structure_mixed	1.3724838611667386e+20	0.03399742921069264	0.0060809640622887925
-3613	GBM_grid_1_AutoML_20190416_022142_model_32	heat_type_central	1.0939812602101472e+20	0.02709871606082252	0.004847022916903446
-3614	XGBoost_grid_1_AutoML_20190416_030706_model_26	supply_area	4.290244761617307e+20	1.0	0.2543896575139779
-3615	XGBoost_grid_1_AutoML_20190416_030706_model_26	city	3.762528790249472e+20	0.8769963019152082	0.223098788885235
-3616	XGBoost_grid_1_AutoML_20190416_030706_model_26	exclusive_use_area	3.149534697031331e+20	0.7341153878232441	0.18675136208409615
-3617	XGBoost_grid_1_AutoML_20190416_030706_model_26	apartment_building_count_in_sites	1.0644406373262243e+20	0.24810720517608856	0.06311590695149542
-3618	XGBoost_grid_1_AutoML_20190416_030706_model_26	total_parking_capacity_in_site	1.0467421944781e+20	0.2439819293861235	0.062066479456135505
-3619	XGBoost_grid_1_AutoML_20190416_030706_model_26	total_household_count_in_sites	8.43488234186033e+19	0.19660608684434608	0.0500145550974966
-3620	XGBoost_grid_1_AutoML_20190416_030706_model_26	total_household_count_of_area_type	6.131125326106853e+19	0.14290852076690339	0.036354449653721754
-3621	XGBoost_grid_1_AutoML_20190416_030706_model_26	floor	4.420403100933895e+19	0.10303382083188005	0.026210738393778528
-3622	XGBoost_grid_1_AutoML_20190416_030706_model_26	heat_fuel_gas	3.696762161941027e+19	0.08616669601264072	0.02191991628776672
-3623	XGBoost_grid_1_AutoML_20190416_030706_model_26	heat_fuel_cogeneration	3.0660690981091803e+19	0.07146606472292165	0.01818022772873582
-3624	XGBoost_grid_1_AutoML_20190416_030706_model_26	bathroom_count	2.882280231968283e+19	0.06718218638140686	0.01709045338460632
-3625	XGBoost_grid_1_AutoML_20190416_030706_model_26	room_count	2.1995600371286802e+19	0.05126887064362979	0.01304227044416142
-3626	XGBoost_grid_1_AutoML_20190416_030706_model_26	heat_type_individual	2.112657276897172e+19	0.04924328084490818	0.01252698134900082
-3627	XGBoost_grid_1_AutoML_20190416_030706_model_26	heat_type_district	8.807962799985656e+18	0.02053021048772353	0.005222673214661866
-3628	XGBoost_grid_1_AutoML_20190416_030706_model_26	front_door_structure_corridor	6.784447438749958e+18	0.015813660561856624	0.004022831694373006
-3629	XGBoost_grid_1_AutoML_20190416_030706_model_26	front_door_structure_stairway	6.480001465111806e+18	0.01510403677451032	0.003842310742146208
-3630	XGBoost_grid_1_AutoML_20190416_030706_model_26	heat_type_central	2.1217565877385298e+18	0.004945537389197079	0.0012580935626604174
-3631	XGBoost_grid_1_AutoML_20190416_030706_model_26	front_door_structure_mixed	1.5048570347160863e+18	0.003507625131739094	0.0008923035559505298
-3632	GBM_grid_1_AutoML_20190416_030706_model_12	supply_area	1.101546691857618e+20	1.0	0.20456527182065948
-3633	GBM_grid_1_AutoML_20190416_030706_model_12	exclusive_use_area	7.729995992604764e+19	0.7017402030928994	0.14355167539318375
-3634	GBM_grid_1_AutoML_20190416_030706_model_12	room_count	5.956806553615991e+19	0.540767504241749	0.11062225149699302
-3635	GBM_grid_1_AutoML_20190416_030706_model_12	total_parking_capacity_in_site	5.364825534979532e+19	0.4870266121840408	0.09962873130532321
-3636	GBM_grid_1_AutoML_20190416_030706_model_12	city	4.946483790647971e+19	0.44904894428999254	0.0918598193494625
-3637	GBM_grid_1_AutoML_20190416_030706_model_12	total_household_count_in_sites	3.3709995165705306e+19	0.306024205917751	0.06260192486726619
-3638	GBM_grid_1_AutoML_20190416_030706_model_12	heat_fuel_gas	2.800071066973425e+19	0.254194496490336	0.05199936626986125
-3639	GBM_grid_1_AutoML_20190416_030706_model_12	total_household_count_of_area_type	2.4827223243833213e+19	0.2253851191905925	0.046105968171555295
-3640	GBM_grid_1_AutoML_20190416_030706_model_12	apartment_building_count_in_sites	2.4600200480976536e+19	0.22332417375328353	0.04568437030796463
-3641	GBM_grid_1_AutoML_20190416_030706_model_12	floor	2.4127782115963044e+19	0.21903549158932714	0.04480705487534248
-3642	GBM_grid_1_AutoML_20190416_030706_model_12	heat_fuel_cogeneration	1.6538592221239181e+19	0.15013972937768943	0.030713374551227288
-3643	GBM_grid_1_AutoML_20190416_030706_model_12	heat_type_district	1.0893766594446492e+19	0.098895186876514	0.020230520785149003
-3644	GBM_grid_1_AutoML_20190416_030706_model_12	bathroom_count	8.717752268973146e+18	0.07914101447912089	0.01618950313908411
-3645	GBM_grid_1_AutoML_20190416_030706_model_12	heat_type_individual	8.408514073905332e+18	0.07633370547121743	0.015615225208797755
-3646	GBM_grid_1_AutoML_20190416_030706_model_12	front_door_structure_stairway	3.7170485912781455e+18	0.03374390408281121	0.006902830910990535
-3647	GBM_grid_1_AutoML_20190416_030706_model_12	heat_type_central	2.1293025360399565e+18	0.01933011602485192	0.003954270438948719
-3648	GBM_grid_1_AutoML_20190416_030706_model_12	front_door_structure_corridor	1.3798851687135314e+18	0.012526796902149749	0.0025625476133304586
-3649	GBM_grid_1_AutoML_20190416_030706_model_12	front_door_structure_mixed	1.2952066930172232e+18	0.011758073466981434	0.002405293494860341
-3650	GBM_grid_1_AutoML_20190416_022142_model_23	city	4.0621933836426124e+20	1.0	0.24225899348114338
-3651	GBM_grid_1_AutoML_20190416_022142_model_23	supply_area	3.997210311300586e+20	0.9840029594347487	0.23838356653512857
-3652	GBM_grid_1_AutoML_20190416_022142_model_23	exclusive_use_area	2.863508973634705e+20	0.7049169508190587	0.17077247099322182
-3653	GBM_grid_1_AutoML_20190416_022142_model_23	apartment_building_count_in_sites	1.1289979787659759e+20	0.277928171345105	0.0673305990501199
-3654	GBM_grid_1_AutoML_20190416_022142_model_23	total_parking_capacity_in_site	8.128371925189866e+19	0.20009810359892488	0.04847556517536109
-3655	GBM_grid_1_AutoML_20190416_022142_model_23	room_count	6.486166866613397e+19	0.15967154327835525	0.038681867362195164
-3656	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_cogeneration	6.348830827429757e+19	0.15629070868449627	0.03786282977636066
-3657	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_in_sites	5.997628781527407e+19	0.1476450827200469	0.035768349132198715
-3658	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_individual	5.5692317834575086e+19	0.1370991298908453	0.03321349721449672
-3659	GBM_grid_1_AutoML_20190416_022142_model_23	floor	3.4295164050100716e+19	0.08442523733163061	0.020452773020367482
-3660	GBM_grid_1_AutoML_20190416_022142_model_23	bathroom_count	3.137879521933184e+19	0.07724594143076995	0.01871352402152168
-3661	GBM_grid_1_AutoML_20190416_022142_model_23	heat_fuel_gas	2.2481243662159184e+19	0.05534262291077834	0.013407248122971628
-3662	GBM_grid_1_AutoML_20190416_022142_model_23	total_household_count_of_area_type	2.1889132461345997e+19	0.05388500840331185	0.013054127899509282
-3663	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_stairway	1.4118081144364728e+19	0.03475482285312792	0.008419668403014209
-3664	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_district	9.737019888886612e+18	0.023969858077399854	0.005806913691716743
-3665	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_corridor	8.8855272980113e+18	0.021873718109509478	0.005299104932900025
-3666	GBM_grid_1_AutoML_20190416_022142_model_23	front_door_structure_mixed	2.0045347668833075e+18	0.0049346118649964904	0.0011954541036341576
-3667	GBM_grid_1_AutoML_20190416_022142_model_23	heat_type_central	1.5148980497788436e+18	0.003729261280073324	0.0009034470841387638
-3668	XGBoost_grid_1_AutoML_20190416_023844_model_7	supply_area	5.0741905708783396e+20	1.0	0.24651873543601543
-3669	XGBoost_grid_1_AutoML_20190416_023844_model_7	exclusive_use_area	4.830507480072019e+20	0.9519759679100623	0.23467991177466535
-3670	XGBoost_grid_1_AutoML_20190416_023844_model_7	city	4.59557052047954e+20	0.9056755863396848	0.2232660002597309
-3671	XGBoost_grid_1_AutoML_20190416_023844_model_7	apartment_building_count_in_sites	1.1931675004643783e+20	0.2351444006285798	0.05796750028781728
-3672	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_parking_capacity_in_site	8.179398940420997e+19	0.16119613219424567	0.03973786666570221
-3673	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_fuel_cogeneration	7.481482615276228e+19	0.14744189266784252	0.036347188930769256
-3674	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_household_count_in_sites	6.8413306728129495e+19	0.13482604914518848	0.03323714713910593
-3675	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_fuel_gas	5.079497869525149e+19	0.10010459399529197	0.024677657923055117
-3676	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_individual	4.111683545500903e+19	0.0810313189476676	0.019975738277691453
-3677	XGBoost_grid_1_AutoML_20190416_023844_model_7	floor	3.801831493091302e+19	0.07492488585097044	0.018470388112669038
-3678	XGBoost_grid_1_AutoML_20190416_023844_model_7	total_household_count_of_area_type	3.798693486905629e+19	0.07486304335329837	0.01845514277834671
-3679	XGBoost_grid_1_AutoML_20190416_023844_model_7	room_count	3.669044133511771e+19	0.07230796877375974	0.017825269024054142
-3680	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_district	2.0195088508152447e+19	0.039799625627101126	0.009811353380419802
-3681	XGBoost_grid_1_AutoML_20190416_023844_model_7	bathroom_count	1.7385332722859246e+19	0.03426227785498773	0.008446293409968969
-3682	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_stairway	1.4638619635767837e+19	0.02884917196405948	0.007111861390956093
-3683	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_mixed	4.50948091506747e+18	0.008887094112996393	0.002190835202436728
-3684	XGBoost_grid_1_AutoML_20190416_023844_model_7	heat_type_central	1.338712169105064e+18	0.0026382772787213894	0.0006503847784799689
-3685	XGBoost_grid_1_AutoML_20190416_023844_model_7	front_door_structure_corridor	1.2982461554732564e+18	0.0025585285718753184	0.0006307252281156179
-3686	XGBoost_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	8.919500799934695e+20	1.0	0.2344245425879374
-3687	XGBoost_grid_1_AutoML_20190416_020809_model_8	supply_area	8.217264361662998e+20	0.9212695358156324	0.21596818953378105
-3688	XGBoost_grid_1_AutoML_20190416_020809_model_8	city	5.816057982183455e+20	0.6520609294890178	0.1528590851349283
-3689	XGBoost_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	2.7776256805844707e+20	0.311410441333758	0.07300225026677393
-3690	XGBoost_grid_1_AutoML_20190416_020809_model_8	floor	2.4548120573410646e+20	0.2752185478092045	0.06451798218188914
-3691	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.4231440113987905e+20	0.27166811974685084	0.06368567470738051
-3692	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.6774045599452994e+20	0.18806036319404565	0.04408596462068553
-3693	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	1.437580139225961e+20	0.16117271262944294	0.037782839435814244
-3694	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	1.4110833163714429e+20	0.1582020505432069	0.03708644333506503
-3695	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_district	7.256588506930925e+19	0.08135644213389223	0.019071946733819685
-3696	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	6.70569799704306e+19	0.07518019390829761	0.017624082568625105
-3697	XGBoost_grid_1_AutoML_20190416_020809_model_8	bathroom_count	4.857790585681792e+19	0.05446258366519076	0.012767366263869616
-3698	XGBoost_grid_1_AutoML_20190416_020809_model_8	room_count	2.890357904092902e+19	0.03240492903049086	0.007596510665567394
-3699	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	2.026429177000467e+19	0.022719087339678288	0.005325911657619482
-3700	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	1.9697423157141963e+19	0.022083548843099134	0.0051769258362618885
-3701	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	1.4714697044316914e+19	0.01649722038751838	0.0038673533433163914
-3702	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_central	1.0503291532516262e+19	0.011775649521319806	0.0027605012527112597
-3703	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	9.118054765832438e+18	0.01022260659015715	0.0023964298739540244
-3704	GBM_grid_1_AutoML_20190416_030706_model_61	supply_area	5.786628014149751e+20	1.0	0.24397188380454995
-3705	GBM_grid_1_AutoML_20190416_030706_model_61	city	4.92096016752543e+20	0.8504020226446997	0.20747418345582694
-3706	GBM_grid_1_AutoML_20190416_030706_model_61	exclusive_use_area	2.9366618571757584e+20	0.5074910379576649	0.12381354454445788
-3707	GBM_grid_1_AutoML_20190416_030706_model_61	room_count	1.7379929282915703e+20	0.3003464062389605	0.07327607852404583
-3708	GBM_grid_1_AutoML_20190416_030706_model_61	bathroom_count	1.4387966388909323e+20	0.24864163298085085	0.060661567590577704
-3709	GBM_grid_1_AutoML_20190416_030706_model_61	apartment_building_count_in_sites	1.3475698072906367e+20	0.2328765222156136	0.05681532381879539
-3710	GBM_grid_1_AutoML_20190416_030706_model_61	total_parking_capacity_in_site	1.1465507583136524e+20	0.19813797526124874	0.048340095077706174
-3711	GBM_grid_1_AutoML_20190416_030706_model_61	heat_fuel_cogeneration	9.804774434218076e+19	0.16943847799172423	0.04133822466461674
-3712	GBM_grid_1_AutoML_20190416_030706_model_61	heat_type_individual	6.351879993075905e+19	0.10976824460711786	0.026780365418717176
-3713	GBM_grid_1_AutoML_20190416_030706_model_61	total_household_count_in_sites	6.339320491654146e+19	0.10955120108209691	0.026727412901050237
-3714	GBM_grid_1_AutoML_20190416_030706_model_61	floor	5.558679550463417e+19	0.09606077212620297	0.023436127535349342
-3715	GBM_grid_1_AutoML_20190416_030706_model_61	heat_type_district	4.933778713886694e+19	0.08526172240244875	0.020801463030946023
-3716	GBM_grid_1_AutoML_20190416_030706_model_61	total_household_count_of_area_type	3.4253699267594027e+19	0.059194576157021284	0.01444181225604038
-3717	GBM_grid_1_AutoML_20190416_030706_model_61	heat_fuel_gas	2.839136275303655e+19	0.04906374262111298	0.011970173713774521
-3718	GBM_grid_1_AutoML_20190416_030706_model_61	front_door_structure_corridor	2.2420200975608316e+19	0.03874484573880561	0.009452653002613096
-3719	GBM_grid_1_AutoML_20190416_030706_model_61	front_door_structure_stairway	1.7705671037565272e+19	0.030597562162749156	0.007464944880672732
-3720	GBM_grid_1_AutoML_20190416_030706_model_61	front_door_structure_mixed	4.021170208986104e+18	0.006949073275754615	0.0016953784977817084
-3721	GBM_grid_1_AutoML_20190416_030706_model_61	heat_type_central	3.6497131248036086e+18	0.00630715006369711	0.0015387672824781712
-3722	XGBoost_grid_1_AutoML_20190416_022142_model_7	supply_area	8.01618426780044e+20	1.0	0.3076070107898263
-3723	XGBoost_grid_1_AutoML_20190416_022142_model_7	city	6.984931025564216e+20	0.871353600692716	0.26803447645003825
-3724	XGBoost_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	5.0634663742656637e+20	0.6316554366900835	0.19430164072937892
-3725	XGBoost_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	1.4029362870533436e+20	0.17501297876705313	0.05383521924795655
-3726	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	8.754314219180419e+19	0.10920799630748151	0.03359314529849077
-3727	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	8.595042483217996e+19	0.10722111912699818	0.03298196794819578
-3728	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	5.181748492666457e+19	0.06464108507935132	0.019884050955470096
-3729	XGBoost_grid_1_AutoML_20190416_022142_model_7	floor	4.804464711539307e+19	0.05993455927451633	0.018436290621439626
-3730	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	4.765965971599707e+19	0.059454296612712974	0.018288558459648333
-3731	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_district	4.181808637901852e+19	0.05216707224033534	0.01604695715350648
-3732	XGBoost_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	2.6831718703175827e+19	0.03347193353694972	0.01029620142065684
-3733	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	2.156222786319889e+19	0.02689836852904	0.008274126738341131
-3734	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	1.1763382435482436e+19	0.01467454095676644	0.004513991678423802
-3735	XGBoost_grid_1_AutoML_20190416_022142_model_7	bathroom_count	1.1524361801743466e+19	0.014376368377701522	0.004422271702678149
-3736	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.019384717901824e+19	0.012716582900876017	0.003911710053599489
-3737	XGBoost_grid_1_AutoML_20190416_022142_model_7	room_count	8.699353041393943e+18	0.01085223686328877	0.0033382241418994187
-3738	XGBoost_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	4.3515055582897766e+18	0.0054284001127182	0.0016698139320444013
-3739	XGBoost_grid_1_AutoML_20190416_022142_model_7	heat_type_central	1.4706670334556242e+18	0.0018346222895137619	0.0005643426784057155
-3740	GBM_grid_1_AutoML_20190416_022142_model_8	supply_area	8.113334652324681e+20	1.0	0.2870514655600605
-3741	GBM_grid_1_AutoML_20190416_022142_model_8	city	6.77219927504072e+20	0.8346998571173578	0.23960181728831068
-3742	GBM_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	4.553644119011046e+20	0.5612543194808696	0.16110887495889803
-3743	GBM_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	1.4455165900771086e+20	0.17816553267193663	0.05114267726576825
-3744	GBM_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	1.2514889397169658e+20	0.15425087135514395	0.044277938686410424
-3745	GBM_grid_1_AutoML_20190416_022142_model_8	room_count	1.0008172650435707e+20	0.1233546140928392	0.035409122758945186
-3746	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	8.919663175811885e+19	0.10993831214956935	0.03155795362373329
-3747	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_district	7.751929930164942e+19	0.09554554646582725	0.02742648914075257
-3748	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	7.10787516122771e+19	0.08760732135203025	0.025147809987891463
-3749	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	6.246313242865225e+19	0.0769882361634805	0.022099586021611127
-3750	GBM_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	5.186779418070509e+19	0.06392907035560726	0.01835093333746928
-3751	GBM_grid_1_AutoML_20190416_022142_model_8	floor	4.780194971477082e+19	0.05891775917448977	0.016912429118551987
-3752	GBM_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	4.6102342232740725e+19	0.05682292695708195	0.016311104460442642
-3753	GBM_grid_1_AutoML_20190416_022142_model_8	bathroom_count	2.318537310761019e+19	0.028576872643811112	0.008203033173529179
-3754	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	1.9921046230045557e+19	0.024553463013309403	0.007048107542545204
-3755	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	1.916535188827511e+19	0.023622040393445058	0.0067807413144573515
-3756	GBM_grid_1_AutoML_20190416_022142_model_8	heat_type_central	2.48303975339026e+18	0.003060442912556066	0.0008785046233121187
-3757	GBM_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	1.9542314227177882e+18	0.0024086661113600807	0.0006914111373107631
-3758	GBM_grid_1_AutoML_20190416_020809_model_2	supply_area	9.227605420504504e+20	1.0	0.3750408415936733
-3759	GBM_grid_1_AutoML_20190416_020809_model_2	city	5.000138726630417e+20	0.5418674183358224	0.20322241260485788
-3760	GBM_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	3.5065997787376334e+20	0.3800118902944937	0.1425199791516496
-3761	GBM_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	1.4065483146919831e+20	0.15242831163613868	0.05716684227872016
-3762	GBM_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	9.855741636016656e+19	0.10680714212287817	0.04005704046997931
-3763	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	7.791729612262526e+19	0.08443934539017736	0.03166820315875098
-3764	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	6.634194996670182e+19	0.07189508755899392	0.02696359414457591
-3765	GBM_grid_1_AutoML_20190416_020809_model_2	floor	6.3154769222988464e+19	0.06844112458759163	0.025668216964947813
-3766	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_district	5.039330070934585e+19	0.05461146030081408	0.02048152803187679
-3767	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	4.895837206440051e+19	0.05305642128521333	0.01989832489075489
-3768	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	4.354993154197501e+19	0.047195268498589515	0.01770015321695039
-3769	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	4.273192127918873e+19	0.04630878687577479	0.01736768640307263
-3770	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	1.7028642354715689e+19	0.01845402092819946	0.006921011539699186
-3771	GBM_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.470746555634103e+19	0.015938550562272443	0.005977607416657972
-3772	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.110714881604898e+19	0.012036870141161405	0.004514317907894931
-3773	GBM_grid_1_AutoML_20190416_020809_model_2	room_count	7.004443772549333e+18	0.0075907491200099195	0.0028468409382949554
-3774	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.8832754549181645e+18	0.0031246193606320524	0.0011718598746713303
-3775	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_central	2.001654183857488e+18	0.0021692021847939513	0.0008135394129719584
-3776	GBM_grid_1_AutoML_20190416_023844_model_2	supply_area	1.756430594797281e+20	1.0	0.35647342668643767
-3777	GBM_grid_1_AutoML_20190416_023844_model_2	city	1.0395650223766294e+20	0.5918622833466478	0.21098317627103885
-3778	GBM_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	5.176742636127519e+19	0.29473083943433553	0.10506371228332784
-3779	GBM_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	3.667750887935181e+19	0.2088184354565115	0.07443822324248336
-3780	GBM_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	2.8541217391809397e+19	0.1624955604642237	0.057925349260015045
-3781	GBM_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	2.748426126207484e+19	0.15647792371350117	0.055780221666930745
-3782	GBM_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	1.8548347744209076e+19	0.10560250885603505	0.03764448819859569
-3783	GBM_grid_1_AutoML_20190416_023844_model_2	floor	1.3121314480157884e+19	0.07470442907920473	0.026630143822518066
-3784	GBM_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	1.2753804917597012e+19	0.07261206309759707	0.025884270951172256
-3785	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	8.309842251161272e+18	0.04731096278882774	0.016865101025167965
-3786	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	4.341701487982805e+18	0.02471889012206545	0.008811627465698206
-3787	GBM_grid_1_AutoML_20190416_023844_model_2	bathroom_count	3.551937404036186e+18	0.020222475141103622	0.00720877500963051
-3788	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	3.49761630694382e+18	0.019913205322795568	0.007098528537727545
-3789	GBM_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	1.5119681261687276e+18	0.008608186003177837	0.0030685895621070333
-3790	GBM_grid_1_AutoML_20190416_023844_model_2	room_count	1.359219985108435e+18	0.007738535124214856	0.002758582133262227
-3791	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_district	1.2455421651074417e+18	0.007091325833180425	0.0025278692195038837
-3792	GBM_grid_1_AutoML_20190416_023844_model_2	heat_type_central	4.1286077507436544e+17	0.0023505669754176417	0.0008379146643831023
-3793	GBM_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	0.0	0.0	0.0
-3794	GBM_grid_1_AutoML_20190416_030706_model_52	supply_area	2.9692819922267564e+20	1.0	0.1906863620309596
-3795	GBM_grid_1_AutoML_20190416_030706_model_52	exclusive_use_area	2.8130306586862997e+20	0.9473774016918888	0.18065195019896935
-3796	GBM_grid_1_AutoML_20190416_030706_model_52	city	2.804311971282687e+20	0.9444411068480724	0.1800920388173517
-3797	GBM_grid_1_AutoML_20190416_030706_model_52	apartment_building_count_in_sites	1.4436164580624512e+20	0.4861836840831135	0.09270859799661826
-3798	GBM_grid_1_AutoML_20190416_030706_model_52	total_parking_capacity_in_site	1.1959203257366086e+20	0.4027641459677432	0.07680162975109532
-3799	GBM_grid_1_AutoML_20190416_030706_model_52	total_household_count_in_sites	1.0675197096886482e+20	0.35952116117071187	0.06855578229678934
-3800	GBM_grid_1_AutoML_20190416_030706_model_52	heat_fuel_gas	5.384980462725969e+19	0.18135631700940621	0.03458217632185711
-3801	GBM_grid_1_AutoML_20190416_030706_model_52	total_household_count_of_area_type	4.7104454722481816e+19	0.15863920922901878	0.030250333683349822
-3802	GBM_grid_1_AutoML_20190416_030706_model_52	heat_type_district	4.17871065393943e+19	0.14073135070629267	0.026835549289886063
-3803	GBM_grid_1_AutoML_20190416_030706_model_52	floor	4.00845259779227e+19	0.13499737001355697	0.02574215737163253
-3804	GBM_grid_1_AutoML_20190416_030706_model_52	room_count	3.5072965172659225e+19	0.1181193475879902	0.022523748677024252
-3805	GBM_grid_1_AutoML_20190416_030706_model_52	bathroom_count	2.4373613124724457e+19	0.08208588200289435	0.01565265821323454
-3806	GBM_grid_1_AutoML_20190416_030706_model_52	front_door_structure_stairway	2.214095580847879e+19	0.07456669951335475	0.01421885265885734
-3807	GBM_grid_1_AutoML_20190416_030706_model_52	front_door_structure_corridor	2.07259723044613e+19	0.06980129323762292	0.013310154672538535
-3808	GBM_grid_1_AutoML_20190416_030706_model_52	heat_fuel_cogeneration	1.9073230406053528e+19	0.06423516006894961	0.012248768988024364
-3809	GBM_grid_1_AutoML_20190416_030706_model_52	heat_type_individual	1.5504273936408904e+19	0.052215565840487144	0.009956796291510538
-3810	GBM_grid_1_AutoML_20190416_030706_model_52	heat_type_central	5.824256028841083e+18	0.019615031661150154	0.003740319028586813
-3811	GBM_grid_1_AutoML_20190416_030706_model_52	front_door_structure_mixed	2.2456099755377295e+18	0.007562804682803728	0.0014421237117145482
-3812	GBM_grid_1_AutoML_20190416_023844_model_47	supply_area	4.3931693941825345e+21	1.0	0.2676027990831945
-3813	GBM_grid_1_AutoML_20190416_023844_model_47	city	3.7427615063225244e+21	0.8519501914218731	0.2279842559039566
-3814	GBM_grid_1_AutoML_20190416_023844_model_47	exclusive_use_area	2.763776619149097e+21	0.6291076831248322	0.1683509769289485
-3815	GBM_grid_1_AutoML_20190416_023844_model_47	total_parking_capacity_in_site	8.590317925733908e+20	0.19553805362272775	0.05232653047672173
-3816	GBM_grid_1_AutoML_20190416_023844_model_47	apartment_building_count_in_sites	7.550592990386135e+20	0.17187120078694626	0.04599321441237657
-3817	GBM_grid_1_AutoML_20190416_023844_model_47	total_household_count_in_sites	6.206922930936894e+20	0.141285763739412	0.03780846584727356
-3818	GBM_grid_1_AutoML_20190416_023844_model_47	bathroom_count	4.934623314738686e+20	0.11232490423139951	0.03005845877907427
-3819	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_individual	4.5699056321030626e+20	0.10402297799293976	0.027836840079880222
-3820	GBM_grid_1_AutoML_20190416_023844_model_47	heat_fuel_gas	3.762059078882086e+20	0.08563428225335064	0.022915973628476964
-3821	GBM_grid_1_AutoML_20190416_023844_model_47	total_household_count_of_area_type	3.759287254048928e+20	0.08557118828668438	0.022899089506391808
-3822	GBM_grid_1_AutoML_20190416_023844_model_47	heat_fuel_cogeneration	3.7099643938799197e+20	0.08444847127435333	0.0225986472913137
-3823	GBM_grid_1_AutoML_20190416_023844_model_47	floor	3.595409707858217e+20	0.08184090767406518	0.021900855973089137
-3824	GBM_grid_1_AutoML_20190416_023844_model_47	room_count	2.9775577083857705e+20	0.06777698379508591	0.018137310576981307
-3825	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_district	2.9138734671394033e+20	0.06632736427140676	0.01774938833483912
-3826	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_stairway	1.324886970370548e+20	0.030157884923011906	0.008070334419826856
-3827	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_corridor	9.311371669886154e+19	0.02119511185299692	0.00567187125874337
-3828	GBM_grid_1_AutoML_20190416_023844_model_47	heat_type_central	3.1302796975619965e+19	0.007125333481807314	0.0019067591841328414
-3829	GBM_grid_1_AutoML_20190416_023844_model_47	front_door_structure_mixed	3.090097990149341e+18	0.0007033869429759003	0.00018822831477892228
-3830	GBM_grid_1_AutoML_20190416_030706_model_14	supply_area	1.0114321965887248e+21	1.0	0.2922274065983218
-3831	GBM_grid_1_AutoML_20190416_030706_model_14	city	7.084081993485428e+20	0.7004010765504634	0.2046763901790146
-3832	GBM_grid_1_AutoML_20190416_030706_model_14	exclusive_use_area	4.715540785053156e+20	0.466224112793457	0.1362434633752354
-3833	GBM_grid_1_AutoML_20190416_030706_model_14	total_parking_capacity_in_site	1.6592603311028096e+20	0.16405057468993237	0.04794007399260323
-3834	GBM_grid_1_AutoML_20190416_030706_model_14	apartment_building_count_in_sites	1.5995955525238705e+20	0.15815153580426397	0.04621621315762169
-3835	GBM_grid_1_AutoML_20190416_030706_model_14	total_household_count_in_sites	1.5237493052994172e+20	0.1506526399336103	0.04402483026498971
-3836	GBM_grid_1_AutoML_20190416_030706_model_14	heat_type_individual	1.2971707451403613e+20	0.128250885181958	0.03747842357066273
-3837	GBM_grid_1_AutoML_20190416_030706_model_14	heat_fuel_gas	1.2287228037959569e+20	0.12148345760992105	0.03550079576194439
-3838	GBM_grid_1_AutoML_20190416_030706_model_14	room_count	1.1895277651327189e+20	0.11760825581236786	0.034368355590600266
-3839	GBM_grid_1_AutoML_20190416_030706_model_14	bathroom_count	8.781269846246975e+19	0.08682015340092711	0.0253712282688214
-3840	GBM_grid_1_AutoML_20190416_030706_model_14	heat_fuel_cogeneration	8.42870308651223e+19	0.08333433634938521	0.0243525769919731
-3841	GBM_grid_1_AutoML_20190416_030706_model_14	floor	6.352840086629279e+19	0.06281034070356485	0.01835490297135977
-3842	GBM_grid_1_AutoML_20190416_030706_model_14	total_household_count_of_area_type	5.541068013014352e+19	0.0547843743921027	0.016009495650715685
-3843	GBM_grid_1_AutoML_20190416_030706_model_14	heat_type_district	4.928538441468713e+19	0.048728312763735245	0.014239748466858253
-3844	GBM_grid_1_AutoML_20190416_030706_model_14	front_door_structure_stairway	3.52130275608751e+19	0.03481501545989805	0.010173901678526488
-3845	GBM_grid_1_AutoML_20190416_030706_model_14	front_door_structure_corridor	3.334013484728425e+19	0.03296329201278258	0.009632777337838627
-3846	GBM_grid_1_AutoML_20190416_030706_model_14	heat_type_central	8.298257796651024e+18	0.008204462765411962	0.0023975688764688334
-3847	GBM_grid_1_AutoML_20190416_030706_model_14	front_door_structure_mixed	2.7406731948421284e+18	0.002709695424058721	0.0007918472664440199
-3848	XGBoost_grid_1_AutoML_20190416_015849_model_6	supply_area	8.201676277452762e+20	1.0	0.246840765793381
-3849	XGBoost_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	7.98374146198477e+20	0.9734280154330015	0.24028171677421317
-3850	XGBoost_grid_1_AutoML_20190416_015849_model_6	city	7.341820185410074e+20	0.8951609326002637	0.22096221011136621
-3851	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.4838437182418452e+20	0.1809195666892001	0.04465832438856881
-3852	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	1.4519613994735501e+20	0.1770322736908233	0.043698782007986235
-3853	XGBoost_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	1.3768471631104049e+20	0.16787387316120939	0.04143811540781383
-3854	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	1.055048345118971e+20	0.12863813559910986	0.031753135901517064
-3855	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	8.880615559667699e+19	0.10827805511028775	0.02672743804204134
-3856	XGBoost_grid_1_AutoML_20190416_015849_model_6	bathroom_count	7.72755067874459e+19	0.09421916224599608	0.02325713016121248
-3857	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	6.181341341561337e+19	0.07536680469277322	0.018603599785764324
-3858	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_district	5.311751229097483e+19	0.06476421464841309	0.01598644833982119
-3859	XGBoost_grid_1_AutoML_20190416_015849_model_6	floor	4.616552896696576e+19	0.05628791896344344	0.013894153021852151
-3860	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	3.356776893860597e+19	0.04092793692782921	0.010102683293608559
-3861	XGBoost_grid_1_AutoML_20190416_015849_model_6	room_count	2.918491547917458e+19	0.03558408609640795	0.008783603062094941
-3862	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_central	1.6313958697149661e+19	0.019891005381422314	0.004909911000750546
-3863	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.3081196599395222e+19	0.015949418334586987	0.0039369666356684424
-3864	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.2826370486006972e+19	0.01563871829624386	0.003860273200271792
-3865	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	1.0125572317296722e+18	0.0012345735157985869	0.00030474307206794987
-3866	GBM_grid_1_AutoML_20190416_030706_model_5	city	3.2306096937919054e+20	1.0	0.17731333932134136
-3867	GBM_grid_1_AutoML_20190416_030706_model_5	supply_area	3.206439789385482e+20	0.9925184696706417	0.17598676419540893
-3868	GBM_grid_1_AutoML_20190416_030706_model_5	exclusive_use_area	2.677571881675459e+20	0.8288131762932581	0.1469596319620852
-3869	GBM_grid_1_AutoML_20190416_030706_model_5	total_parking_capacity_in_site	1.3545237345512037e+20	0.41927805056553924	0.07434359124991798
-3870	GBM_grid_1_AutoML_20190416_030706_model_5	heat_fuel_gas	1.1052764112208947e+20	0.342126259741264	0.06066354958424411
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-3872	GBM_grid_1_AutoML_20190416_030706_model_5	apartment_building_count_in_sites	1.0382261690577191e+20	0.3213715884815254	0.0569834695166632
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-3874	GBM_grid_1_AutoML_20190416_030706_model_5	total_household_count_of_area_type	6.840436110152591e+19	0.21173824010054515	0.03754401441425161
-3875	GBM_grid_1_AutoML_20190416_030706_model_5	bathroom_count	5.848994160856741e+19	0.18104923575560516	0.032102444573403145
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-3879	GBM_grid_1_AutoML_20190416_030706_model_5	front_door_structure_stairway	2.7172369395693388e+19	0.08410910624056232	0.014913666494847577
-3880	GBM_grid_1_AutoML_20190416_030706_model_5	heat_type_individual	2.004239712937994e+19	0.062039054633849365	0.011000351945466967
-3881	GBM_grid_1_AutoML_20190416_030706_model_5	heat_fuel_cogeneration	1.6778041664512983e+19	0.05193459827955842	0.009208697047260893
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-3884	GBM_grid_1_AutoML_20190416_030706_model_64	supply_area	1.5440756688988563e+20	1.0	0.3207337858864588
-3885	GBM_grid_1_AutoML_20190416_030706_model_64	city	9.627732831132189e+19	0.623527267805348	0.19998626120664909
-3886	GBM_grid_1_AutoML_20190416_030706_model_64	exclusive_use_area	7.576812032623011e+19	0.49070211941273234	0.15738474850175482
-3887	GBM_grid_1_AutoML_20190416_030706_model_64	heat_fuel_cogeneration	3.2333617713962287e+19	0.2094043599367168	0.06716305314363387
-3888	GBM_grid_1_AutoML_20190416_030706_model_64	total_household_count_in_sites	2.7795988201712124e+19	0.1800170079846837	0.05773753649488048
-3889	GBM_grid_1_AutoML_20190416_030706_model_64	total_parking_capacity_in_site	2.7394092512504185e+19	0.1774141841898204	0.056902722965158616
-3890	GBM_grid_1_AutoML_20190416_030706_model_64	apartment_building_count_in_sites	2.141605878740235e+19	0.1386982465870667	0.044485213723683505
-3891	GBM_grid_1_AutoML_20190416_030706_model_64	floor	1.2409332322661302e+19	0.08036738466004653	0.025776535543810035
-3892	GBM_grid_1_AutoML_20190416_030706_model_64	total_household_count_of_area_type	1.1715757089325318e+19	0.07587553722467698	0.02433584831023958
-3893	GBM_grid_1_AutoML_20190416_030706_model_64	heat_type_individual	5.257491319827202e+18	0.034049440877314874	0.010920806079898345
-3894	GBM_grid_1_AutoML_20190416_030706_model_64	heat_type_district	4.874237300512391e+18	0.03156734736962995	0.010124714832254359
-3895	GBM_grid_1_AutoML_20190416_030706_model_64	heat_fuel_gas	4.791991081975677e+18	0.03103469071171261	0.009953873845782902
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-3898	GBM_grid_1_AutoML_20190416_030706_model_64	room_count	8.683235712759235e+17	0.005623581724431683	0.001803672656718874
-3899	GBM_grid_1_AutoML_20190416_030706_model_64	front_door_structure_stairway	7.957697538964849e+17	0.005153696609078627	0.001652964624739993
-3900	GBM_grid_1_AutoML_20190416_030706_model_64	heat_type_central	3.8522887963725005e+17	0.0024948834270018165	0.0008001934068876751
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-3902	GBM_grid_1_AutoML_20190416_023844_model_60	supply_area	8.220839797554665e+20	1.0	0.3502008565238317
-3903	GBM_grid_1_AutoML_20190416_023844_model_60	city	4.7748088598367935e+20	0.580817650923825	0.2034028388376834
-3904	GBM_grid_1_AutoML_20190416_023844_model_60	exclusive_use_area	4.3450095886172946e+20	0.5285359763256476	0.18509375161290145
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-3906	GBM_grid_1_AutoML_20190416_023844_model_60	total_parking_capacity_in_site	7.305948662534347e+19	0.08887107451853693	0.031122726416584905
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-3910	GBM_grid_1_AutoML_20190416_023844_model_60	total_household_count_in_sites	5.841022701555365e+19	0.07105141135693716	0.024882265114426493
-3911	GBM_grid_1_AutoML_20190416_023844_model_60	floor	5.0982740096903545e+19	0.0620164622500838	0.02171821819855722
-3912	GBM_grid_1_AutoML_20190416_023844_model_60	heat_type_individual	4.10927033738026e+19	0.049986016496788875	0.017505145791389846
-3913	GBM_grid_1_AutoML_20190416_023844_model_60	heat_fuel_cogeneration	3.3703708158217683e+19	0.04099788949572164	0.014357496017071121
-3914	GBM_grid_1_AutoML_20190416_023844_model_60	total_household_count_of_area_type	2.038547554357163e+19	0.024797315171663364	0.008684041012607916
-3915	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_stairway	1.4418486412770804e+19	0.017538945859350844	0.006142153862469777
-3916	GBM_grid_1_AutoML_20190416_023844_model_60	room_count	7.661301914587365e+18	0.009319366516382259	0.0032636501362965846
-3917	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_corridor	7.486398201910526e+18	0.00910661001341663	0.0031891426267270065
-3918	GBM_grid_1_AutoML_20190416_023844_model_60	heat_type_central	4.462304719410299e+18	0.0054280399926265885	0.0019009042546634443
-3919	GBM_grid_1_AutoML_20190416_023844_model_60	front_door_structure_mixed	1.4200965079645553e+18	0.0017274348399137652	0.0006049491605269086
-3920	GBM_grid_1_AutoML_20190416_023844_model_41	supply_area	6.823421809827548e+21	1.0	0.16227066001026658
-3921	GBM_grid_1_AutoML_20190416_023844_model_41	exclusive_use_area	6.540519192035016e+21	0.9585394797980865	0.15554283403273306
-3922	GBM_grid_1_AutoML_20190416_023844_model_41	total_household_count_in_sites	4.442030916864714e+21	0.6509975552833337	0.10563780296089655
-3923	GBM_grid_1_AutoML_20190416_023844_model_41	city	3.988324779604528e+21	0.5845050900796249	0.09484802674658105
-3924	GBM_grid_1_AutoML_20190416_023844_model_41	total_parking_capacity_in_site	3.9355012151501694e+21	0.5767635835559803	0.09359180737351545
-3925	GBM_grid_1_AutoML_20190416_023844_model_41	apartment_building_count_in_sites	3.0660731443119705e+21	0.44934539147147656	0.0729155732466481
-3926	GBM_grid_1_AutoML_20190416_023844_model_41	total_household_count_of_area_type	2.3806112072773455e+21	0.3488881786332819	0.05661431501660244
-3927	GBM_grid_1_AutoML_20190416_023844_model_41	floor	2.1635308091011582e+21	0.3170741703209813	0.0514518348901933
-3928	GBM_grid_1_AutoML_20190416_023844_model_41	room_count	1.8485700210486306e+21	0.2709153959068156	0.043961620100741644
-3929	GBM_grid_1_AutoML_20190416_023844_model_41	bathroom_count	1.6841054587939895e+21	0.2468124506634528	0.04005041926790984
-3930	GBM_grid_1_AutoML_20190416_023844_model_41	heat_fuel_cogeneration	1.225761036130077e+21	0.17964022601748791	0.029150338040251224
-3931	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_district	1.001223380658406e+21	0.14673332655712082	0.023810513745925972
-3932	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_individual	9.186037195943874e+20	0.13462508184256658	0.02184570088452943
-3933	GBM_grid_1_AutoML_20190416_023844_model_41	heat_fuel_gas	7.716603413212871e+20	0.11308993681291846	0.01835117868715162
-3934	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_corridor	4.637768193456839e+20	0.06796836430040445	0.01102927133484487
-3935	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_stairway	3.2873276052865443e+20	0.04817711255299966	0.007817731851364154
-3936	GBM_grid_1_AutoML_20190416_023844_model_41	heat_type_central	2.6662268568172757e+20	0.03907463045853618	0.006340666074163931
-3937	GBM_grid_1_AutoML_20190416_023844_model_41	front_door_structure_mixed	2.0056437892866638e+20	0.029393519046382294	0.004769705735680796
-3938	GBM_grid_1_AutoML_20190416_030706_model_38	supply_area	2.214035441959886e+21	1.0	0.1912591263043213
-3939	GBM_grid_1_AutoML_20190416_030706_model_38	city	2.126043549490368e+21	0.9602572340072267	0.18365795960362638
-3940	GBM_grid_1_AutoML_20190416_030706_model_38	exclusive_use_area	2.106730425438343e+21	0.9515341920513452	0.18198959822042854
-3941	GBM_grid_1_AutoML_20190416_030706_model_38	bathroom_count	7.909439808695016e+20	0.3572408850733438	0.06832557955931019
-3942	GBM_grid_1_AutoML_20190416_030706_model_38	apartment_building_count_in_sites	7.509877635004938e+20	0.3391941019858797	0.06487396759339821
-3943	GBM_grid_1_AutoML_20190416_030706_model_38	total_household_count_in_sites	6.220414730258077e+20	0.28095371069361497	0.053734961239217845
-3944	GBM_grid_1_AutoML_20190416_030706_model_38	total_parking_capacity_in_site	5.588471389764054e+20	0.25241110796388533	0.048275927978678426
-3945	GBM_grid_1_AutoML_20190416_030706_model_38	room_count	4.632969396947643e+20	0.20925452723767118	0.04002183805470079
-3946	GBM_grid_1_AutoML_20190416_030706_model_38	floor	3.36884662882288e+20	0.15215865857326763	0.029101732098360693
-3947	GBM_grid_1_AutoML_20190416_030706_model_38	heat_fuel_cogeneration	3.310213280111725e+20	0.14951040156708112	0.028595228777128168
-3948	GBM_grid_1_AutoML_20190416_030706_model_38	heat_fuel_gas	3.081045853854373e+20	0.13915973500076406	0.026615569332987015
-3949	GBM_grid_1_AutoML_20190416_030706_model_38	total_household_count_of_area_type	2.8957802556364423e+20	0.13079195575446925	0.02501515518523324
-3950	GBM_grid_1_AutoML_20190416_030706_model_38	heat_type_individual	2.6533400527741596e+20	0.11984180571316405	0.022920839055431977
-3951	GBM_grid_1_AutoML_20190416_030706_model_38	heat_type_district	2.0925922892018876e+20	0.09451485055494434	0.01807682773992215
-3952	GBM_grid_1_AutoML_20190416_030706_model_38	front_door_structure_stairway	9.910773512400798e+19	0.04476339142804183	0.008561407134945626
-3953	GBM_grid_1_AutoML_20190416_030706_model_38	front_door_structure_corridor	6.3016499038725865e+19	0.028462281065809423	0.005443671009274737
-3954	GBM_grid_1_AutoML_20190416_030706_model_38	heat_type_central	3.0814956860515287e+19	0.013918005229960357	0.0026619455201811926
-3955	GBM_grid_1_AutoML_20190416_030706_model_38	front_door_structure_mixed	1.0055762812220735e+19	0.004541825583116806	0.000868665592853535
-3956	XGBoost_grid_1_AutoML_20190416_021340_model_1	city	6.979421152895104e+20	1.0	0.27559463882157853
-3957	XGBoost_grid_1_AutoML_20190416_021340_model_1	supply_area	6.038627634986709e+20	0.8652046498844466	0.23844576299165438
-3958	XGBoost_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	5.196257120341008e+20	0.7445111860294561	0.20518329141241304
-3959	XGBoost_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.5555913379616706e+20	0.22288257204774098	0.061425241943121635
-3960	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.1332631163115143e+20	0.16237207806859888	0.044748874210024665
-3961	XGBoost_grid_1_AutoML_20190416_021340_model_1	bathroom_count	7.860599502189206e+19	0.11262537866666182	0.031038950555782183
-3962	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	7.361560201448653e+19	0.10547522552633229	0.02906840668355409
-3963	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	6.60869468319415e+19	0.0946882920291008	0.02609558564239219
-3964	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	5.8005351649834435e+19	0.08310911518181344	0.022904426581312844
-3965	XGBoost_grid_1_AutoML_20190416_021340_model_1	floor	4.069683520733813e+19	0.05830975709275955	0.016069856445753046
-3966	XGBoost_grid_1_AutoML_20190416_021340_model_1	room_count	3.4860513137893835e+19	0.049947570685619815	0.013765282703118657
-3967	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	3.288500300408265e+19	0.047117092211066476	0.012985218010231876
-3968	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	1.952716817962736e+19	0.02797820585956097	0.007710643538741478
-3969	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_district	1.5964942920167981e+19	0.022874308012700493	0.006304036655053733
-3970	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	1.0854998913962738e+19	0.015552864164759596	0.004286285982127993
-3971	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	5.686477876031914e+18	0.008147492107813454	0.0022454051447545107
-3972	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_central	3.3667667266570813e+18	0.00482384807121222	0.0013294266669159
-3973	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	2.0226178848695255e+18	0.002897973686586504	0.0007986660114692461
-3974	GBM_grid_1_AutoML_20190416_022142_model_43	exclusive_use_area	1.44828973432422e+20	1.0	0.33558676010427274
-3975	GBM_grid_1_AutoML_20190416_022142_model_43	city	9.556208280331407e+19	0.6598271087511633	0.22142924165477254
-3976	GBM_grid_1_AutoML_20190416_022142_model_43	apartment_building_count_in_sites	4.85659343742147e+19	0.3353330015618444	0.11253331555018041
-3977	GBM_grid_1_AutoML_20190416_022142_model_43	supply_area	2.796369451127354e+19	0.19308080316071255	0.06479536117103435
-3978	GBM_grid_1_AutoML_20190416_022142_model_43	total_parking_capacity_in_site	2.5310443211077976e+19	0.1747609101357607	0.058647447625333894
-3979	GBM_grid_1_AutoML_20190416_022142_model_43	bathroom_count	2.4273141951201542e+19	0.16759866051613992	0.05624389148042729
-3980	GBM_grid_1_AutoML_20190416_022142_model_43	room_count	1.295917279894464e+19	0.08947914558678731	0.03002801656436849
-3981	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_district	1.116663349462329e+19	0.07710220703755594	0.025874479856622255
-3982	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_in_sites	8.428780821984313e+18	0.058198167274293555	0.01953053439958669
-3983	GBM_grid_1_AutoML_20190416_022142_model_43	total_household_count_of_area_type	7.398227264967541e+18	0.05108250849005427	0.017142613522176317
-3984	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_mixed	6.640980412778676e+18	0.04585394935411452	0.015387978301732701
-3985	GBM_grid_1_AutoML_20190416_022142_model_43	floor	6.496816296435384e+18	0.044858539990044424	0.015053932098266965
-3986	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_cogeneration	4.984632116231799e+18	0.03441736827995716	0.011550013112386388
-3987	GBM_grid_1_AutoML_20190416_022142_model_43	heat_fuel_gas	2.1051301852201615e+18	0.014535283481812614	0.004877848690858648
-3988	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_central	1.8668761859636593e+18	0.012890212101342788	0.004325784516146515
-3989	GBM_grid_1_AutoML_20190416_022142_model_43	heat_type_individual	1.316900194872197e+18	0.0090927952029341	0.003051421682444328
-3990	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_stairway	9.346563518654054e+17	0.006453517757629631	0.002165715115558319
-3991	GBM_grid_1_AutoML_20190416_022142_model_43	front_door_structure_corridor	7.663138373883658e+17	0.005291163910278851	0.0017756445538311344
-3992	GBM_grid_1_AutoML_20190416_030706_model_29	exclusive_use_area	1.3769621280462052e+20	1.0	0.3226708568049371
-3993	GBM_grid_1_AutoML_20190416_030706_model_29	city	7.414687723693487e+19	0.5384816018298421	0.17375231983613015
-3994	GBM_grid_1_AutoML_20190416_030706_model_29	apartment_building_count_in_sites	6.0486782267957445e+19	0.4392770217564601	0.141741892984878
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-3996	GBM_grid_1_AutoML_20190416_030706_model_29	supply_area	2.1479322487441326e+19	0.15599065544321614	0.050333638445426286
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-3999	GBM_grid_1_AutoML_20190416_030706_model_29	heat_type_individual	1.3015496381589094e+19	0.09452327058593109	0.030499904707967297
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-4001	GBM_grid_1_AutoML_20190416_030706_model_29	total_household_count_in_sites	1.0101404639401345e+19	0.07336007602281988	0.023671158585558613
-4002	GBM_grid_1_AutoML_20190416_030706_model_29	heat_fuel_gas	9.394862865438999e+18	0.06822891257560967	0.022015481679641125
-4003	GBM_grid_1_AutoML_20190416_030706_model_29	room_count	7.221543992721146e+18	0.052445480130727466	0.016922628009328138
-4004	GBM_grid_1_AutoML_20190416_030706_model_29	front_door_structure_stairway	7.001069371363688e+18	0.05084431320778317	0.016405978106413976
-4005	GBM_grid_1_AutoML_20190416_030706_model_29	front_door_structure_mixed	6.067157388870287e+18	0.04406190457452217	0.014217492501518448
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-4010	GBM_grid_1_AutoML_20190416_030706_model_23	supply_area	5.268792729258135e+21	1.0	0.32661877145670687
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-4032	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_cogeneration	7.384009590059932e+19	0.12480673841405787	0.038739041362029686
-4033	GBM_grid_1_AutoML_20190416_022142_model_24	total_parking_capacity_in_site	7.046318782844345e+19	0.11909898739789948	0.03696739981840113
-4034	GBM_grid_1_AutoML_20190416_022142_model_24	heat_fuel_gas	6.672980489242306e+19	0.11278871190580574	0.035008739361439084
-4035	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_in_sites	5.5733347210477175e+19	0.09420217026263951	0.02923962132629778
-4036	GBM_grid_1_AutoML_20190416_022142_model_24	total_household_count_of_area_type	3.0609645054260675e+19	0.051737337508025436	0.016058867358871177
-4037	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_individual	2.769177429060826e+19	0.046805465079048286	0.01452805249706016
-4038	GBM_grid_1_AutoML_20190416_022142_model_24	floor	2.6597272037808407e+19	0.04495550463827806	0.013953839157750236
-4039	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_district	1.899390943820251e+19	0.032104073779985504	0.009964854925753164
-4040	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_stairway	1.3526861647481668e+19	0.022863506102064717	0.007096654554263548
-4041	GBM_grid_1_AutoML_20190416_022142_model_24	room_count	7.25852166827488e+18	0.012268570403059311	0.0038080688778223412
-4042	GBM_grid_1_AutoML_20190416_022142_model_24	bathroom_count	4.4861118949307187e+18	0.0075825604901776315	0.002353567829683763
-4043	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_corridor	2.897473448567636e+18	0.00489739627700191	0.00152011373225388
-4044	GBM_grid_1_AutoML_20190416_022142_model_24	front_door_structure_mixed	2.366095421782098e+18	0.003999245244299059	0.0012413346338866526
-4045	GBM_grid_1_AutoML_20190416_022142_model_24	heat_type_central	1.9890848418066596e+18	0.0033620106868349356	0.0010435419810811628
-4046	GBM_grid_1_AutoML_20190416_023844_model_17	supply_area	6.760620801873727e+21	1.0	0.15998715416099046
-4047	GBM_grid_1_AutoML_20190416_023844_model_17	exclusive_use_area	6.343704007019577e+21	0.9383315812153523	0.1501209993380265
-4048	GBM_grid_1_AutoML_20190416_023844_model_17	total_parking_capacity_in_site	4.1491705588210886e+21	0.6137262657404381	0.09818831868966447
-4049	GBM_grid_1_AutoML_20190416_023844_model_17	apartment_building_count_in_sites	3.7716537867819664e+21	0.5578857174975176	0.08925454828949012
-4050	GBM_grid_1_AutoML_20190416_023844_model_17	city	3.589308667369269e+21	0.5309140643377722	0.08493943025744517
-4051	GBM_grid_1_AutoML_20190416_023844_model_17	total_household_count_in_sites	3.4108571913094106e+21	0.5045183410322438	0.08071645360377275
-4052	GBM_grid_1_AutoML_20190416_023844_model_17	floor	2.5698772334174043e+21	0.3801244454806806	0.060815028259478654
-4053	GBM_grid_1_AutoML_20190416_023844_model_17	total_household_count_of_area_type	2.5056269108085e+21	0.3706208326480991	0.05929457228814607
-4054	GBM_grid_1_AutoML_20190416_023844_model_17	bathroom_count	2.3606961489876248e+21	0.3491833395438109	0.055864848774045156
-4055	GBM_grid_1_AutoML_20190416_023844_model_17	room_count	1.9698853137984583e+21	0.2913763944950882	0.04661648014495924
-4056	GBM_grid_1_AutoML_20190416_023844_model_17	heat_fuel_gas	1.0111688063792678e+21	0.14956744890928053	0.02392887050611513
-4057	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_district	9.750832217837525e+20	0.1442298348568086	0.02307492082385043
-4058	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_individual	9.348839507723551e+20	0.13828374319015926	0.022123622539722828
-4059	GBM_grid_1_AutoML_20190416_023844_model_17	heat_fuel_cogeneration	6.917330587782501e+20	0.1023179792285546	0.016369562316279784
-4060	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_corridor	4.759719690022777e+20	0.07040358910092408	0.011263669862976567
-4061	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_stairway	3.244293247940973e+20	0.04798809670025876	0.007677479024676815
-4062	GBM_grid_1_AutoML_20190416_023844_model_17	front_door_structure_mixed	2.1672976831613606e+20	0.03205767261137746	0.005128815810119007
-4063	GBM_grid_1_AutoML_20190416_023844_model_17	heat_type_central	1.958719799606672e+20	0.02897248428818559	0.004635225310240822
-4064	XGBoost_grid_1_AutoML_20190416_030706_model_11	supply_area	3.992483994597893e+20	1.0	0.25578871020682525
-4065	XGBoost_grid_1_AutoML_20190416_030706_model_11	city	3.654738651605568e+20	0.9154047095869845	0.23415018998250822
-4066	XGBoost_grid_1_AutoML_20190416_030706_model_11	exclusive_use_area	3.578132773787717e+20	0.8962171867512	0.2292422382642789
-4067	XGBoost_grid_1_AutoML_20190416_030706_model_11	apartment_building_count_in_sites	1.0484532104927799e+20	0.26260674104427456	0.06717183958333275
-4068	XGBoost_grid_1_AutoML_20190416_030706_model_11	total_parking_capacity_in_site	8.16270131703694e+19	0.2044516979424749	0.05229643611630108
-4069	XGBoost_grid_1_AutoML_20190416_030706_model_11	total_household_count_in_sites	5.748213804664095e+19	0.14397587598201583	0.03682740361833767
-4070	XGBoost_grid_1_AutoML_20190416_030706_model_11	heat_fuel_cogeneration	4.086401814936473e+19	0.10235236560661626	0.026180579585133795
-4071	XGBoost_grid_1_AutoML_20190416_030706_model_11	floor	3.447249328542843e+19	0.0863434727154125	0.022085685520653573
-4072	XGBoost_grid_1_AutoML_20190416_030706_model_11	heat_type_individual	3.2484301384502477e+19	0.08136363584288875	0.02081189946999033
-4073	XGBoost_grid_1_AutoML_20190416_030706_model_11	total_household_count_of_area_type	3.1514802608664478e+19	0.07893532610601867	0.02019076525441366
-4074	XGBoost_grid_1_AutoML_20190416_030706_model_11	heat_fuel_gas	1.7477398129987813e+19	0.04377575001837438	0.01119734263553639
-4075	XGBoost_grid_1_AutoML_20190416_030706_model_11	bathroom_count	1.3413167747123118e+19	0.033596046384336324	0.008593489372698063
-4076	XGBoost_grid_1_AutoML_20190416_030706_model_11	front_door_structure_stairway	6.915610379850613e+18	0.01732157320907964	0.004430662869903581
-4077	XGBoost_grid_1_AutoML_20190416_030706_model_11	room_count	5.320582396540617e+18	0.013326496496265815	0.0034087673503556087
-4078	XGBoost_grid_1_AutoML_20190416_030706_model_11	heat_type_district	4.855783647107613e+18	0.012162312118665532	0.003110982129966297
-4079	XGBoost_grid_1_AutoML_20190416_030706_model_11	front_door_structure_corridor	3.4827149007304786e+18	0.008723178115285703	0.002231290479013335
-4080	XGBoost_grid_1_AutoML_20190416_030706_model_11	heat_type_central	2.365534945729839e+18	0.005924970391692419	0.001515540534504632
-4081	XGBoost_grid_1_AutoML_20190416_030706_model_11	front_door_structure_mixed	1.1958891820697518e+18	0.0029953512241698965	0.000766177026246853
-4082	XGBoost_grid_1_AutoML_20190416_021340_model_11	supply_area	5.833331045973025e+20	1.0	0.22215747515498302
-4083	XGBoost_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	4.694895299198871e+20	0.8048395097411691	0.1788011133890725
-4084	XGBoost_grid_1_AutoML_20190416_021340_model_11	city	4.013980590413007e+20	0.6881112281779402	0.1528690530778056
-4085	XGBoost_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	1.989336536510932e+20	0.34102925426875064	0.07576219808233235
-4086	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	1.9162350221531283e+20	0.32849756117921336	0.07297818878614361
-4087	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	1.5471924765003455e+20	0.26523309997440186	0.058923515817842304
-4088	XGBoost_grid_1_AutoML_20190416_021340_model_11	room_count	1.2481269850029477e+20	0.21396470990011415	0.047533859723677754
-4089	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.0920121668261957e+20	0.18720215914714014	0.04158835901968996
-4090	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	8.284773495999142e+19	0.14202474419343034	0.03155185857954482
-4091	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	8.140171004369856e+19	0.1395458433649044	0.0310011522303199
-4092	XGBoost_grid_1_AutoML_20190416_021340_model_11	floor	7.971951002975941e+19	0.13666207078165551	0.030360500594304167
-4093	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.510540184569669e+19	0.0773235763412308	0.017178010489921413
-4094	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.140972776046251e+19	0.07098813256801062	0.015770544297276458
-4095	XGBoost_grid_1_AutoML_20190416_021340_model_11	bathroom_count	3.2763111145027404e+19	0.05616535541497349	0.012477553550172766
-4096	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.2286682900094517e+19	0.021062893230749336	0.0046792791796022555
-4097	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.085014786866099e+19	0.01860026078264711	0.00413218697269713
-4098	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.019711157056045e+18	0.006890936114162435	0.0015308729685766164
-4099	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.8492680570006405e+18	0.003170175055086685	0.0007042780860373671
-4100	XGBoost_grid_1_AutoML_20190416_021340_model_3	supply_area	3.8940120850579954e+20	1.0	0.2460347170556068
-4101	XGBoost_grid_1_AutoML_20190416_021340_model_3	city	3.768731443205012e+20	0.9678273618272252	0.23811913112583574
-4102	XGBoost_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	3.584030378237247e+20	0.9203952889591168	0.22644919449836978
-4103	XGBoost_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	1.013224506095116e+20	0.26020065782102614	0.06401839522467893
-4104	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	9.173163937884013e+19	0.23557101872084693	0.05795864893748463
-4105	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	6.337633840817137e+19	0.16275331720555633	0.040042966348530475
-4106	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	5.3898640535718986e+19	0.138414158349784	0.034054688286079056
-4107	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	3.829109936771773e+19	0.09833328333686321	0.024193401542933955
-4108	XGBoost_grid_1_AutoML_20190416_021340_model_3	floor	3.4073487112778285e+19	0.08750226339441577	0.021528594615970266
-4109	XGBoost_grid_1_AutoML_20190416_021340_model_3	room_count	2.3667816819645743e+19	0.06078002919010778	0.014953997284419691
-4110	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	2.1376718261360525e+19	0.05489638397216775	0.01350641629796824
-4111	XGBoost_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.1481962434353168e+19	0.029486201335664736	0.0072546292026649285
-4112	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	4.5061496697132155e+18	0.0115719971363317	0.0028471130412056622
-4113	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	4.3261137116358246e+18	0.011109656614153507	0.002733361221648209
-4114	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	3.771517572684448e+18	0.009685428525392665	0.0023829516668072877
-4115	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_central	3.120272712384119e+18	0.008013002127952171	0.0019714767113166876
-4116	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_district	2.2971711610054246e+18	0.005899239937698374	0.0014514178289147552
-4117	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	7.896118015861719e+17	0.0020277589908260694	0.0004988991095648548
-4118	GBM_grid_1_AutoML_20190416_020809_model_7	supply_area	1.6696219527611102e+20	1.0	0.3696646400715778
-4119	GBM_grid_1_AutoML_20190416_020809_model_7	city	6.963670253003027e+19	0.4170806595760777	0.15417997190300703
-4120	GBM_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	6.681896209129616e+19	0.400204141906468	0.14794132007300914
-4121	GBM_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.983806057044561e+19	0.17871147729641074	0.06606331393143762
-4122	GBM_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.655430312339492e+19	0.1590438067700366	0.05879287158525915
-4123	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	1.8172245498277134e+19	0.10884048013518915	0.040234476914392414
-4124	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	1.785933658363999e+19	0.10696634980215373	0.039541677199383646
-4125	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.629967164305834e+19	0.09762492410993412	0.0360884824331139
-4126	GBM_grid_1_AutoML_20190416_020809_model_7	floor	1.6101817824174932e+19	0.09643990244346519	0.035650421825301634
-4127	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_district	7.067212692355809e+18	0.04232822095246484	0.015647246563263134
-4128	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	4.576211100390916e+18	0.027408666332058473	0.010132014774482367
-4129	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	4.313869825026818e+18	0.02583740479629431	0.009551174944405794
-4130	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	2.315139654904447e+18	0.013866250686724754	0.005125862569250374
-4131	GBM_grid_1_AutoML_20190416_020809_model_7	bathroom_count	2.0969580650467164e+18	0.012559478279372802	0.004642795017631146
-4132	GBM_grid_1_AutoML_20190416_020809_model_7	room_count	1.7897447580804055e+18	0.010719461103878301	0.00396260573072645
-4133	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	6.368449688282071e+17	0.003814306392983364	0.0014100141998849135
-4134	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_central	6.192736735047188e+17	0.00370906523168676	0.0013711102638734895
-4135	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	0.0	0.0	0.0
-4136	GBM_grid_1_AutoML_20190416_023844_model_13	supply_area	1.0956556844778547e+20	1.0	0.2057439385914162
-4137	GBM_grid_1_AutoML_20190416_023844_model_13	total_parking_capacity_in_site	6.19737573953152e+19	0.5656316877035087	0.11637529122022981
-4138	GBM_grid_1_AutoML_20190416_023844_model_13	exclusive_use_area	6.004865767061429e+19	0.5480613893700652	0.11276030883888095
-4139	GBM_grid_1_AutoML_20190416_023844_model_13	total_household_count_in_sites	4.894401684058826e+19	0.4467098335177534	0.09190784055545842
-4140	GBM_grid_1_AutoML_20190416_023844_model_13	city	3.5404923126247588e+19	0.32313913602447236	0.06648391855870234
-4141	GBM_grid_1_AutoML_20190416_023844_model_13	apartment_building_count_in_sites	3.3678824011057857e+19	0.307385107275812	0.06324262263527054
-4142	GBM_grid_1_AutoML_20190416_023844_model_13	heat_fuel_cogeneration	2.955520900517698e+19	0.26974905916051356	0.055499233863012996
-4143	GBM_grid_1_AutoML_20190416_023844_model_13	heat_fuel_gas	2.84079389903369e+19	0.2592779774959592	0.05334487228003523
-4144	GBM_grid_1_AutoML_20190416_023844_model_13	floor	2.4790193891232973e+19	0.22625898119669757	0.04655141393308974
-4145	GBM_grid_1_AutoML_20190416_023844_model_13	bathroom_count	2.331323531480426e+19	0.21277884690494175	0.04377795801116269
-4146	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_stairway	2.1182236644639506e+19	0.19332931818570454	0.03977633536871996
-4147	GBM_grid_1_AutoML_20190416_023844_model_13	room_count	2.054231867825062e+19	0.18748881577737864	0.038574687399878335
-4148	GBM_grid_1_AutoML_20190416_023844_model_13	total_household_count_of_area_type	1.8292313267541901e+19	0.16695311790637293	0.03434959203817426
-4149	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_individual	5.683998477311279e+18	0.05187759765988933	0.010673501267206467
-4150	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_mixed	4.241257802250584e+18	0.03870976861012496	0.007964300255809482
-4151	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_central	2.780428236767625e+18	0.025376843073585342	0.0052211316429757485
-4152	GBM_grid_1_AutoML_20190416_023844_model_13	heat_type_district	2.243249461511848e+18	0.020474036627491147	0.004212408934604945
-4153	GBM_grid_1_AutoML_20190416_023844_model_13	front_door_structure_corridor	1.8855123582986486e+18	0.017208986226336313	0.003540644605371866
-4154	GBM_grid_1_AutoML_20190416_030706_model_24	supply_area	3.43294375867571e+20	1.0	0.26010489829822336
-4155	GBM_grid_1_AutoML_20190416_030706_model_24	city	3.2139650228878416e+20	0.9362125478361052	0.2435134695404307
-4156	GBM_grid_1_AutoML_20190416_030706_model_24	exclusive_use_area	2.164612763727262e+20	0.6305412834850174	0.16400687641370168
-4157	GBM_grid_1_AutoML_20190416_030706_model_24	apartment_building_count_in_sites	8.330417302300682e+19	0.24266104800721286	0.0631173272128564
-4158	GBM_grid_1_AutoML_20190416_030706_model_24	room_count	6.037923243857491e+19	0.17588179907108867	0.045747717459894074
-4159	GBM_grid_1_AutoML_20190416_030706_model_24	total_parking_capacity_in_site	5.724155610639054e+19	0.1667418988782735	0.04337038464978597
-4160	GBM_grid_1_AutoML_20190416_030706_model_24	heat_fuel_gas	5.514966926384903e+19	0.16064833315277943	0.0417854183564828
-4161	GBM_grid_1_AutoML_20190416_030706_model_24	heat_type_district	3.574779263323e+19	0.10413160000914214	0.027085139230009193
-4162	GBM_grid_1_AutoML_20190416_030706_model_24	total_household_count_in_sites	3.0667516749277037e+19	0.08933300078620372	0.02323595108417063
-4163	GBM_grid_1_AutoML_20190416_030706_model_24	bathroom_count	2.742207288440783e+19	0.07987917895569065	0.0207769657184155
-4164	GBM_grid_1_AutoML_20190416_030706_model_24	floor	2.23682490511959e+19	0.06515763328387489	0.016947819578655213
-4165	GBM_grid_1_AutoML_20190416_030706_model_24	heat_type_individual	2.010399177076795e+19	0.058561960766066415	0.015232252849202252
-4166	GBM_grid_1_AutoML_20190416_030706_model_24	total_household_count_of_area_type	1.9927544343765713e+19	0.05804797790061364	0.015098563388256629
-4167	GBM_grid_1_AutoML_20190416_030706_model_24	heat_fuel_cogeneration	9.786630953043493e+18	0.02850798510261286	0.007415066565802385
-4168	GBM_grid_1_AutoML_20190416_030706_model_24	front_door_structure_stairway	7.581920473596822e+18	0.022085769551091098	0.005744616842924548
-4169	GBM_grid_1_AutoML_20190416_030706_model_24	front_door_structure_corridor	5.82205260753902e+18	0.016959359129684465	0.004411212381629623
-4170	GBM_grid_1_AutoML_20190416_030706_model_24	front_door_structure_mixed	2.117763024067494e+18	0.006168941797300055	0.00160457197879439
-4171	GBM_grid_1_AutoML_20190416_030706_model_24	heat_type_central	1.0581720521559245e+18	0.003082404276160132	0.00080174845076464
-4172	GBM_grid_1_AutoML_20190416_021340_model_3	supply_area	1.4549672883420293e+20	1.0	0.35852996467509546
-4173	GBM_grid_1_AutoML_20190416_021340_model_3	city	6.571094464156769e+19	0.45163176635020374	0.1619235212356895
-4174	GBM_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	5.560374557588796e+19	0.38216491890515136	0.13701757487512464
-4175	GBM_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	2.404833140573995e+19	0.16528434418029844	0.05925939008030872
-4176	GBM_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	2.18659437611162e+19	0.15028477915838903	0.05388159656286174
-4177	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	1.764710774973504e+19	0.12128869075705714	0.04348563001261627
-4178	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_district	1.594692302410036e+19	0.1096033096542828	0.03929607073862356
-4179	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	1.328268870225494e+19	0.0912920091653118	0.03273092082115773
-4180	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	1.2950930859782832e+19	0.08901183527322276	0.03191341015617397
-4181	GBM_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.0684248056704008e+19	0.07343290905790033	0.0263278982905185
-4182	GBM_grid_1_AutoML_20190416_021340_model_3	floor	1.0611175613433643e+19	0.07293068166175294	0.02614783471991891
-4183	GBM_grid_1_AutoML_20190416_021340_model_3	room_count	4.930154063854567e+18	0.033884982180407634	0.012148781464157786
-4184	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	3.6304081745210245e+18	0.024951819904198418	0.008945975108831602
-4185	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	2.2657337871050998e+18	0.015572403622125131	0.0055831733205468515
-4186	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	5.121100819411763e+17	0.0035197360521055992	0.0012619308424270804
-4187	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_central	4.760054529796342e+17	0.0032715886933929214	0.0011729625786736058
-4188	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	1.5151680829626778e+17	0.0010413760468039447	0.00037336451727410885
-4189	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.0	0.0	0.0
-4190	GBM_grid_1_AutoML_20190416_023844_model_44	supply_area	3.983097789287011e+21	1.0	0.2654410458989889
-4191	GBM_grid_1_AutoML_20190416_023844_model_44	city	3.0823376128912424e+21	0.7738543656099872	0.20541271218101356
-4192	GBM_grid_1_AutoML_20190416_023844_model_44	exclusive_use_area	3.0466443340445175e+21	0.7648931799361818	0.2030340456832636
-4193	GBM_grid_1_AutoML_20190416_023844_model_44	apartment_building_count_in_sites	9.164181367689734e+20	0.23007673555838445	0.061071809323642666
-4194	GBM_grid_1_AutoML_20190416_023844_model_44	total_parking_capacity_in_site	7.21860662541731e+20	0.18123096663186536	0.048106137332047105
-4195	GBM_grid_1_AutoML_20190416_023844_model_44	total_household_count_in_sites	5.70790298160099e+20	0.14330310937765664	0.03803852723378239
-4196	GBM_grid_1_AutoML_20190416_023844_model_44	heat_fuel_gas	4.26145901943655e+20	0.1069885612876044	0.028399155607409788
-4197	GBM_grid_1_AutoML_20190416_023844_model_44	heat_type_district	4.067714163467071e+20	0.10212438605970571	0.02710800384748041
-4198	GBM_grid_1_AutoML_20190416_023844_model_44	heat_fuel_cogeneration	3.848436008672727e+20	0.09661916960772411	0.025646693434566093
-4199	GBM_grid_1_AutoML_20190416_023844_model_44	heat_type_individual	3.3092671723462564e+20	0.08308274984477916	0.02205357201496224
-4200	GBM_grid_1_AutoML_20190416_023844_model_44	floor	2.832839812016033e+20	0.0711215230425744	0.01887857146234999
-4201	GBM_grid_1_AutoML_20190416_023844_model_44	total_household_count_of_area_type	2.7882770455469228e+20	0.070002726346471	0.018581596897187972
-4202	GBM_grid_1_AutoML_20190416_023844_model_44	room_count	1.766497371417477e+20	0.04434983685734933	0.011772267080864334
-4203	GBM_grid_1_AutoML_20190416_023844_model_44	bathroom_count	1.4834683009916574e+20	0.037244084365229795	0.009886108707456778
-4204	GBM_grid_1_AutoML_20190416_023844_model_44	front_door_structure_stairway	1.3723871041434943e+20	0.0344552701627031	0.009145842948720137
-4205	GBM_grid_1_AutoML_20190416_023844_model_44	front_door_structure_corridor	8.212045639672922e+19	0.020617233304590567	0.005472659971913987
-4206	GBM_grid_1_AutoML_20190416_023844_model_44	heat_type_central	2.563420980303941e+19	0.006435747038896583	0.00170831142514603
-4207	GBM_grid_1_AutoML_20190416_023844_model_44	front_door_structure_mixed	3.645440697495978e+18	0.0009152275164573665	0.00024293894920397746
-4208	GBM_grid_1_AutoML_20190416_030706_model_36	supply_area	1.2605140830014721e+20	1.0	0.31793789303819725
-4209	GBM_grid_1_AutoML_20190416_030706_model_36	city	8.294663822993313e+19	0.6580381714770279	0.2092152697781142
-4210	GBM_grid_1_AutoML_20190416_030706_model_36	exclusive_use_area	6.785884500447461e+19	0.5383426168701946	0.17115951734037912
-4211	GBM_grid_1_AutoML_20190416_030706_model_36	total_parking_capacity_in_site	3.0553928402034754e+19	0.24239259849664901	0.07706579205407829
-4212	GBM_grid_1_AutoML_20190416_030706_model_36	heat_fuel_gas	2.757761639634279e+19	0.21878070834937732	0.06955867745000537
-4213	GBM_grid_1_AutoML_20190416_030706_model_36	apartment_building_count_in_sites	1.685535492413168e+19	0.1337181008243602	0.04251405123716631
-4214	GBM_grid_1_AutoML_20190416_030706_model_36	total_household_count_in_sites	1.4982072983424598e+19	0.11885684726147641	0.03778909559147664
-4215	GBM_grid_1_AutoML_20190416_030706_model_36	total_household_count_of_area_type	8.936572675086615e+18	0.0708962541204403	0.0225406056593534
-4216	GBM_grid_1_AutoML_20190416_030706_model_36	floor	6.701474992783098e+18	0.05316461817567231	0.0169030466869535
-4217	GBM_grid_1_AutoML_20190416_030706_model_36	heat_fuel_cogeneration	3.335401783085236e+18	0.026460646716006113	0.008412842265315077
-4218	GBM_grid_1_AutoML_20190416_030706_model_36	front_door_structure_corridor	2.84934425120709e+18	0.022604620524527393	0.007186865422496229
-4219	GBM_grid_1_AutoML_20190416_030706_model_36	heat_type_individual	2.615002039444308e+18	0.020745520218366762	0.006595786988208851
-4220	GBM_grid_1_AutoML_20190416_030706_model_36	heat_type_district	1.8073263613254042e+18	0.01433801006825636	0.004558596711461887
-4221	GBM_grid_1_AutoML_20190416_030706_model_36	bathroom_count	1.3908534843953644e+18	0.01103401781187192	0.003508132374852498
-4222	GBM_grid_1_AutoML_20190416_030706_model_36	front_door_structure_stairway	9.311102894268744e+17	0.007386750390045321	0.002348527855410091
-4223	GBM_grid_1_AutoML_20190416_030706_model_36	heat_type_central	5.540997438111744e+17	0.00439582350791179	0.0013975988642732516
-4224	GBM_grid_1_AutoML_20190416_030706_model_36	room_count	5.1845821540335616e+17	0.004113069599102215	0.001307700682258021
-4225	GBM_grid_1_AutoML_20190416_030706_model_36	front_door_structure_mixed	0.0	0.0	0.0
-4226	GBM_grid_1_AutoML_20190416_023844_model_22	exclusive_use_area	2.2599763802837158e+21	1.0	0.17226214310627214
-4227	GBM_grid_1_AutoML_20190416_023844_model_22	supply_area	2.089859096809283e+21	0.9247260790163319	0.15929529615761326
-4228	GBM_grid_1_AutoML_20190416_023844_model_22	city	1.7437231254987017e+21	0.771566968890089	0.1329117796110171
-4229	GBM_grid_1_AutoML_20190416_023844_model_22	apartment_building_count_in_sites	1.1051181870996112e+21	0.4889954588644309	0.0842354057132218
-4230	GBM_grid_1_AutoML_20190416_023844_model_22	total_parking_capacity_in_site	1.0039683950000325e+21	0.4442384459230477	0.07652546674490397
-4231	GBM_grid_1_AutoML_20190416_023844_model_22	total_household_count_in_sites	9.390043925876782e+20	0.4154930116879346	0.071573716639043
-4232	GBM_grid_1_AutoML_20190416_023844_model_22	bathroom_count	7.225194547247223e+20	0.3197022150443969	0.05507258871937008
-4233	GBM_grid_1_AutoML_20190416_023844_model_22	room_count	6.50061673638656e+20	0.2876409148829457	0.04954964044278502
-4234	GBM_grid_1_AutoML_20190416_023844_model_22	total_household_count_of_area_type	5.6190793305752915e+20	0.2486344273151154	0.042830299299302425
-4235	GBM_grid_1_AutoML_20190416_023844_model_22	heat_fuel_cogeneration	4.258080967872301e+20	0.18841263143368536	0.03245636367905881
-4236	GBM_grid_1_AutoML_20190416_023844_model_22	floor	4.2276616152954595e+20	0.18706662831426238	0.03222449829707928
-4237	GBM_grid_1_AutoML_20190416_023844_model_22	heat_type_individual	3.33367879338893e+20	0.14750945286297293	0.025410294478609347
-4238	GBM_grid_1_AutoML_20190416_023844_model_22	heat_fuel_gas	2.7755680985047158e+20	0.12281403127568408	0.021156208231070072
-4239	GBM_grid_1_AutoML_20190416_023844_model_22	heat_type_district	2.117873316078876e+20	0.09371218808105418	0.016143062354020445
-4240	GBM_grid_1_AutoML_20190416_023844_model_22	front_door_structure_corridor	1.724945155746148e+20	0.07632580458781607	0.013148046672607733
-4241	GBM_grid_1_AutoML_20190416_023844_model_22	front_door_structure_stairway	1.3055202605198318e+20	0.05776698694328556	0.009951064971642411
-4242	GBM_grid_1_AutoML_20190416_023844_model_22	heat_type_central	5.0060782004827324e+19	0.022151020002493447	0.0038157821776194224
-4243	GBM_grid_1_AutoML_20190416_023844_model_22	front_door_structure_mixed	1.8870196787891667e+19	0.008349731861145697	0.00143834270476368
-4244	GBM_grid_1_AutoML_20190416_023844_model_19	exclusive_use_area	9.198757050141429e+19	1.0	0.1996423542541305
-4245	GBM_grid_1_AutoML_20190416_023844_model_19	city	8.179948696234885e+19	0.8892449981716954	0.17753096494370724
-4246	GBM_grid_1_AutoML_20190416_023844_model_19	room_count	5.792990755998296e+19	0.6297579906090932	0.12572636785554997
-4247	GBM_grid_1_AutoML_20190416_023844_model_19	supply_area	4.630216307792622e+19	0.50335238582276	0.10049045532508923
-4248	GBM_grid_1_AutoML_20190416_023844_model_19	total_parking_capacity_in_site	4.009863930917683e+19	0.43591366845111235	0.08702683102113457
-4249	GBM_grid_1_AutoML_20190416_023844_model_19	floor	2.3668340187180564e+19	0.2572993292264053	0.05136784383476816
-4250	GBM_grid_1_AutoML_20190416_023844_model_19	total_household_count_in_sites	2.172519747666785e+19	0.23617535889083874	0.047150604665781234
-4251	GBM_grid_1_AutoML_20190416_023844_model_19	bathroom_count	2.092840778829765e+19	0.22751343115400444	0.04542131702002049
-4252	GBM_grid_1_AutoML_20190416_023844_model_19	apartment_building_count_in_sites	2.002451467226579e+19	0.2176871784211098	0.04345958079092931
-4253	GBM_grid_1_AutoML_20190416_023844_model_19	total_household_count_of_area_type	1.688592794445362e+19	0.18356749561283392	0.03664784698868094
-4254	GBM_grid_1_AutoML_20190416_023844_model_19	heat_type_individual	1.2961715969339687e+19	0.14090725408538107	0.02813105593709042
-4255	GBM_grid_1_AutoML_20190416_023844_model_19	heat_fuel_gas	1.1189539620364747e+19	0.12164186486687036	0.024284868277884803
-4256	GBM_grid_1_AutoML_20190416_023844_model_19	front_door_structure_corridor	4.301927204603822e+18	0.04676639660287235	0.009336553517779806
-4257	GBM_grid_1_AutoML_20190416_023844_model_19	heat_fuel_cogeneration	3.9176357960682045e+18	0.042588751661921234	0.008502518646530469
-4258	GBM_grid_1_AutoML_20190416_023844_model_19	heat_type_district	3.4488172321240515e+18	0.03749220914657189	0.007485032900209857
-4259	GBM_grid_1_AutoML_20190416_023844_model_19	heat_type_central	1.295718515679953e+18	0.014085799946852945	0.002812122262942428
-4260	GBM_grid_1_AutoML_20190416_023844_model_19	front_door_structure_mixed	1.2658412113404887e+18	0.013761002757660902	0.0027472789874370047
-4261	GBM_grid_1_AutoML_20190416_023844_model_19	front_door_structure_stairway	1.0304489659731804e+18	0.01120204567156535	0.0022364027703335987
-4262	GBM_grid_1_AutoML_20190416_015849_model_3	supply_area	1.2313319009082042e+20	1.0	0.282753227274686
-4263	GBM_grid_1_AutoML_20190416_015849_model_3	city	5.441833570170359e+19	0.4419469329233311	0.12496192156822104
-4264	GBM_grid_1_AutoML_20190416_015849_model_3	bathroom_count	5.125683515156857e+19	0.41627147898761185	0.11770210410615388
-4265	GBM_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	3.296467801467781e+19	0.2677156174575171	0.07569745482794822
-4266	GBM_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	3.1993270486653993e+19	0.25982653793876725	0.07346679213379508
-4267	GBM_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.5673103927360356e+19	0.20849865018866498	0.05895366622326084
-4268	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	2.336827466786747e+19	0.18978046983621175	0.05366104031989507
-4269	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	2.336039116949632e+19	0.189716445681836	0.05364293728362179
-4270	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	1.968415425081796e+19	0.15986066986731481	0.04520112031927641
-4271	GBM_grid_1_AutoML_20190416_015849_model_3	floor	1.6627149086763516e+19	0.1350338529725388	0.038181257719320794
-4272	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1109054269699916e+19	0.09021982019231463	0.025509945323518843
-4273	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	7.891200450106491e+18	0.06408670517093003	0.01812072271248177
-4274	GBM_grid_1_AutoML_20190416_015849_model_3	room_count	6.535213991256392e+18	0.05307434970568176	0.0150069436647868
-4275	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.9221648532884685e+18	0.015610452810251408	0.0044139059113177765
-4276	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.6144177334268723e+18	0.013111150066331524	0.0037072199945379514
-4277	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_district	1.5314195863757128e+18	0.012437098277452003	0.0035166296758819917
-4278	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.202133720920752e+18	0.009762873194742084	0.002760483903286848
-4279	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.1943574249333064e+18	0.00969971966171244	0.002742627038008918
-4280	GBM_grid_1_AutoML_20190416_022142_model_17	supply_area	1.8852558862163535e+20	1.0	0.42474741493821905
-4281	GBM_grid_1_AutoML_20190416_022142_model_17	city	6.7710059091003965e+19	0.3591558025944999	0.15255049871207516
-4282	GBM_grid_1_AutoML_20190416_022142_model_17	total_household_count_in_sites	4.077886317281673e+19	0.2163041286382538	0.0918746194795623
-4283	GBM_grid_1_AutoML_20190416_022142_model_17	total_parking_capacity_in_site	2.1782919638102835e+19	0.11554357049016002	0.04907683287842736
-4284	GBM_grid_1_AutoML_20190416_022142_model_17	floor	2.1336860964853645e+19	0.11317753266733474	0.04807186442953627
-4285	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_district	1.847774810258958e+19	0.09801188389165467	0.0416302943162052
-4286	GBM_grid_1_AutoML_20190416_022142_model_17	exclusive_use_area	1.6694354535988068e+19	0.08855219420369023	0.03761231557512457
-4287	GBM_grid_1_AutoML_20190416_022142_model_17	total_household_count_of_area_type	1.2793966778824786e+19	0.06786329045497297	0.028824757189951283
-4288	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_individual	1.1290717779864322e+19	0.05988957712538652	0.02543794306575102
-4289	GBM_grid_1_AutoML_20190416_022142_model_17	apartment_building_count_in_sites	9.860230062383563e+18	0.05230181289698938	0.022215059824578647
-4290	GBM_grid_1_AutoML_20190416_022142_model_17	bathroom_count	8.438688521262203e+18	0.04476150204839499	0.01901233228380757
-4291	GBM_grid_1_AutoML_20190416_022142_model_17	heat_fuel_cogeneration	8.28874812058239e+18	0.04396617022221654	0.01867451714662018
-4292	GBM_grid_1_AutoML_20190416_022142_model_17	room_count	5.733274190421688e+18	0.030411119425958567	0.012917044361553357
-4293	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_stairway	3.572558194859311e+18	0.018949990932155727	0.008048959661535838
-4294	GBM_grid_1_AutoML_20190416_022142_model_17	heat_type_central	3.1216875089711596e+18	0.01655842865573163	0.007033149766960939
-4295	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_mixed	2.9519264870553354e+18	0.015657961917200293	0.006650678847531905
-4296	GBM_grid_1_AutoML_20190416_022142_model_17	front_door_structure_corridor	1.267047100718252e+18	0.00672082293964441	0.0028546521698714455
-4297	GBM_grid_1_AutoML_20190416_022142_model_17	heat_fuel_gas	1.228171393217069e+18	0.006514613757191172	0.002767065352687909
-4298	GBM_grid_1_AutoML_20190416_030706_model_10	supply_area	4.782899365461132e+21	1.0	0.285722861842732
-4299	GBM_grid_1_AutoML_20190416_030706_model_10	city	3.3968760477412156e+21	0.7102127367076045	0.20292401564925547
-4300	GBM_grid_1_AutoML_20190416_030706_model_10	exclusive_use_area	2.9403751454372696e+21	0.6147683488117421	0.17565337199282188
-4301	GBM_grid_1_AutoML_20190416_030706_model_10	apartment_building_count_in_sites	8.358032108578323e+20	0.17474823260832925	0.049929565122811256
-4302	GBM_grid_1_AutoML_20190416_030706_model_10	total_parking_capacity_in_site	8.13266705741261e+20	0.17003634063767342	0.048583269864261674
-4303	GBM_grid_1_AutoML_20190416_030706_model_10	heat_fuel_gas	7.784009633260655e+20	0.16274667389975866	0.0465004454220249
-4304	GBM_grid_1_AutoML_20190416_030706_model_10	total_household_count_in_sites	5.561607066143068e+20	0.1162810805994631	0.03322416312704398
-4305	GBM_grid_1_AutoML_20190416_030706_model_10	heat_fuel_cogeneration	5.344511749793115e+20	0.11174209075749258	0.031927269959521075
-4306	GBM_grid_1_AutoML_20190416_030706_model_10	room_count	3.3689053867242684e+20	0.0704364681191544	0.020125309249099152
-4307	GBM_grid_1_AutoML_20190416_030706_model_10	heat_type_individual	3.317021807954635e+20	0.06935169558255659	0.019815364935494025
-4308	GBM_grid_1_AutoML_20190416_030706_model_10	heat_type_district	3.1697583222642704e+20	0.06627273710072437	0.01893563610656997
-4309	GBM_grid_1_AutoML_20190416_030706_model_10	bathroom_count	2.8362013269254e+20	0.05929878741347831	0.0169430192435828
-4310	GBM_grid_1_AutoML_20190416_030706_model_10	floor	2.6830328480673667e+20	0.05609636839617445	0.01602801491713915
-4311	GBM_grid_1_AutoML_20190416_030706_model_10	total_household_count_of_area_type	2.5877127545791866e+20	0.05410343301943377	0.01545858771782918
-4312	GBM_grid_1_AutoML_20190416_030706_model_10	front_door_structure_stairway	1.372105365283993e+20	0.028687732282063283	0.00819674096740925
-4313	GBM_grid_1_AutoML_20190416_030706_model_10	front_door_structure_corridor	1.307071803368019e+20	0.027328022262120097	0.007808240729234845
-4314	GBM_grid_1_AutoML_20190416_030706_model_10	heat_type_central	3.624295769479892e+19	0.0075776124324339915	0.0021650971101301055
-4315	GBM_grid_1_AutoML_20190416_030706_model_10	front_door_structure_mixed	9.880750247892746e+17	0.00020658494969065936	5.902604303925201e-05
-4316	GBM_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	8.419353719238925e+19	1.0	0.17703441568926814
-4317	GBM_grid_1_AutoML_20190416_021340_model_8	city	8.405487558198716e+19	0.9983530611134055	0.17674285082580393
-4318	GBM_grid_1_AutoML_20190416_021340_model_8	supply_area	6.876083156734391e+19	0.8166996406175415	0.14458394367036173
-4319	GBM_grid_1_AutoML_20190416_021340_model_8	room_count	5.534113821870994e+19	0.6573086256282454	0.11636624846561233
-4320	GBM_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	3.85428347539203e+19	0.4577885196324121	0.08104432308237913
-4321	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	3.03469959156408e+19	0.3604432944335785	0.0638108680191634
-4322	GBM_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	2.2657673496975376e+19	0.26911416544004685	0.04764246903238373
-4323	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	1.6950898086538904e+19	0.20133253277867028	0.03564278729971232
-4324	GBM_grid_1_AutoML_20190416_021340_model_8	floor	1.5991216850025316e+19	0.18993401849222766	0.03362485798328617
-4325	GBM_grid_1_AutoML_20190416_021340_model_8	bathroom_count	1.5523714401499611e+19	0.18438130667947386	0.032641836892024406
-4326	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	1.3437988122608534e+19	0.15960830926846095	0.028256163770493985
-4327	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_gas	1.1374016780784632e+19	0.1350937038646334	0.023916234926974398
-4328	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_district	7.244579311078867e+18	0.08604673889071081	0.015233234141484012
-4329	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	5.445378615560634e+18	0.0646769193592317	0.011450040627343498
-4330	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	3.123575645313958e+18	0.037099945547795755	0.006567967182157687
-4331	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_central	1.298653936848208e+18	0.015424627354480611	0.0027306898909251766
-4332	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	8.865362254757888e+17	0.010529742009175594	0.0018641267239531414
-4333	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.027862249069609e+17	0.004784051583277239	0.0008469417766728041
-4334	GBM_grid_1_AutoML_20190416_030706_model_3	supply_area	5.221912508937022e+20	1.0	0.3230996676256096
-4335	GBM_grid_1_AutoML_20190416_030706_model_3	city	3.792145587298967e+20	0.7261986065084228	0.23463452839305227
-4336	GBM_grid_1_AutoML_20190416_030706_model_3	exclusive_use_area	2.9527759477487226e+20	0.5654587170304377	0.18269952352853808
-4337	GBM_grid_1_AutoML_20190416_030706_model_3	apartment_building_count_in_sites	7.977862857096167e+19	0.1527766473192051	0.049362083969790145
-4338	GBM_grid_1_AutoML_20190416_030706_model_3	total_parking_capacity_in_site	6.1575021702525485e+19	0.11791660928279277	0.038098817266809214
-4339	GBM_grid_1_AutoML_20190416_030706_model_3	total_household_count_in_sites	5.5437473029489164e+19	0.10616315944514758	0.03430128153081178
-4340	GBM_grid_1_AutoML_20190416_030706_model_3	heat_fuel_gas	5.474137221794418e+19	0.10483012138609613	0.03387057737699997
-4341	GBM_grid_1_AutoML_20190416_030706_model_3	heat_fuel_cogeneration	4.529209452204655e+19	0.08673468665844472	0.028023948430954883
-4342	GBM_grid_1_AutoML_20190416_030706_model_3	heat_type_individual	3.1001306489237275e+19	0.05936772482530148	0.01918169215874356
-4343	GBM_grid_1_AutoML_20190416_030706_model_3	floor	2.738564606417961e+19	0.05244370911483207	0.016944544984056394
-4344	GBM_grid_1_AutoML_20190416_030706_model_3	total_household_count_of_area_type	1.827788327693897e+19	0.03500227789274017	0.011309224353283574
-4345	GBM_grid_1_AutoML_20190416_030706_model_3	bathroom_count	1.3099457288509325e+19	0.025085554892178508	0.008105134447866862
-4346	GBM_grid_1_AutoML_20190416_030706_model_3	front_door_structure_stairway	1.2693443928255365e+19	0.02430803638806897	0.007853918477616307
-4347	GBM_grid_1_AutoML_20190416_030706_model_3	heat_type_district	9.986268179787153e+18	0.019123775365244428	0.006178885464257295
-4348	GBM_grid_1_AutoML_20190416_030706_model_3	room_count	3.9230511657129083e+18	0.007512671188953889	0.002427341564131495
-4349	GBM_grid_1_AutoML_20190416_030706_model_3	front_door_structure_corridor	2.453103350300803e+18	0.004697710553561457	0.0015178287184570251
-4350	GBM_grid_1_AutoML_20190416_030706_model_3	front_door_structure_mixed	2.098216181226799e+18	0.00401809907315723	0.001298246475023871
-4351	GBM_grid_1_AutoML_20190416_030706_model_3	heat_type_central	1.766102784182059e+18	0.003382099529931743	0.0010927552339976766
-4352	GBM_grid_1_AutoML_20190416_022142_model_45	supply_area	1.3217046318760434e+20	1.0	0.35414021774565685
-4353	GBM_grid_1_AutoML_20190416_022142_model_45	city	8.109362688559573e+19	0.6135533229575693	0.2172839073907649
-4354	GBM_grid_1_AutoML_20190416_022142_model_45	exclusive_use_area	6.5510837923358966e+19	0.49565414498375554	0.17553106683108455
-4355	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_district	2.2525806868432945e+19	0.1704299608639454	0.060356103450741404
-4356	GBM_grid_1_AutoML_20190416_022142_model_45	bathroom_count	1.2082783966281597e+19	0.09141818584028981	0.03237485623939316
-4357	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_in_sites	1.1277597307610071e+19	0.08532615408635222	0.030217422787540242
-4358	GBM_grid_1_AutoML_20190416_022142_model_45	apartment_building_count_in_sites	1.0771183142577373e+19	0.08149463112108964	0.028860526410324668
-4359	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_gas	9.291353741288538e+18	0.0702982611788254	0.024895441521010284
-4360	GBM_grid_1_AutoML_20190416_022142_model_45	total_parking_capacity_in_site	8.069358717201547e+18	0.06105266277040887	0.021621203287464752
-4361	GBM_grid_1_AutoML_20190416_022142_model_45	floor	7.6623404033198e+18	0.057973167518099576	0.020530630168265226
-4362	GBM_grid_1_AutoML_20190416_022142_model_45	total_household_count_of_area_type	3.828066555212595e+18	0.028963101610523914	0.010256999110940523
-4363	GBM_grid_1_AutoML_20190416_022142_model_45	room_count	3.310714173628875e+18	0.025048820241551303	0.008870794654614794
-4364	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_individual	3.1193854065005036e+18	0.023601229285795954	0.008358144478336953
-4365	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_stairway	1.3288538104114708e+18	0.01005409059152104	0.003560557831315821
-4366	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_mixed	6.61906274799059e+17	0.005007974238991212	0.0017735250874609883
-4367	GBM_grid_1_AutoML_20190416_022142_model_45	front_door_structure_corridor	4.220790805616394e+17	0.0031934448165059034	0.00113092724267614
-4368	GBM_grid_1_AutoML_20190416_022142_model_45	heat_fuel_cogeneration	8.87041743126528e+16	0.0006711346254930274	0.00023767576240875057
-4369	GBM_grid_1_AutoML_20190416_022142_model_45	heat_type_central	0.0	0.0	0.0
-4370	GBM_grid_1_AutoML_20190416_021340_model_17	supply_area	9.12655238542817e+20	1.0	0.39783364222079587
-4371	GBM_grid_1_AutoML_20190416_021340_model_17	city	5.15447567848552e+20	0.5647779644277688	0.22468767463434638
-4372	GBM_grid_1_AutoML_20190416_021340_model_17	exclusive_use_area	2.94736054511867e+20	0.32294347532859696	0.12847777902141747
-4373	GBM_grid_1_AutoML_20190416_021340_model_17	apartment_building_count_in_sites	1.1683838926477958e+20	0.1280202910480507	0.050930778665812367
-4374	GBM_grid_1_AutoML_20190416_021340_model_17	total_parking_capacity_in_site	7.743644890147324e+19	0.08484742718960499	0.03375516099190434
-4375	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_cogeneration	6.623068818606391e+19	0.07256923029534193	0.028870481201555605
-4376	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_individual	5.494863895587298e+19	0.06020744376990181	0.023952546643783806
-4377	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_in_sites	5.34557528540043e+19	0.05857168248916641	0.023301785775665083
-4378	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_district	4.221253837450641e+19	0.04625244735559147	0.01840077959310057
-4379	GBM_grid_1_AutoML_20190416_021340_model_17	floor	4.2195012159159665e+19	0.046233243811244606	0.018393139777109515
-4380	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_gas	3.79120405350187e+19	0.0415403746496329	0.016526158546079875
-4381	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_of_area_type	3.1622304059535393e+19	0.0346486852034344	0.013784412632644105
-4382	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_stairway	2.088606779453525e+19	0.022884948129901505	0.009104402266552708
-4383	GBM_grid_1_AutoML_20190416_021340_model_17	bathroom_count	1.126640537875094e+19	0.012344645494764647	0.004911115279106758
-4384	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_corridor	1.0532548437419753e+19	0.01154055550509572	0.004591221229843487
-4385	GBM_grid_1_AutoML_20190416_021340_model_17	room_count	4.706574421660271e+18	0.005157012443357013	0.0020516330433186865
-4386	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_mixed	6.160255787173151e+17	0.0006749816937454793	0.00026853042565512584
-4387	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_central	3.642008915547259e+17	0.0003990563754788983	0.00015875805130819963
-4388	GBM_grid_1_AutoML_20190416_030706_model_39	supply_area	1.157355175294691e+20	1.0	0.31183726344279955
-4389	GBM_grid_1_AutoML_20190416_030706_model_39	exclusive_use_area	7.436276854407194e+19	0.6425233163634263	0.20036271267296302
-4390	GBM_grid_1_AutoML_20190416_030706_model_39	city	7.415574369870125e+19	0.6407345409745923	0.19980490585079516
-4391	GBM_grid_1_AutoML_20190416_030706_model_39	heat_type_district	2.1360471877548507e+19	0.18456280607298972	0.05755356037912522
-4392	GBM_grid_1_AutoML_20190416_030706_model_39	total_parking_capacity_in_site	1.9858255320006525e+19	0.1715830692591851	0.05350599477090062
-4393	GBM_grid_1_AutoML_20190416_030706_model_39	apartment_building_count_in_sites	1.937725636624987e+19	0.16742705074365738	0.052209993330200856
-4394	GBM_grid_1_AutoML_20190416_030706_model_39	total_household_count_in_sites	1.640499056334812e+19	0.1417455152362455	0.044201533576560446
-4395	GBM_grid_1_AutoML_20190416_030706_model_39	total_household_count_of_area_type	9.092475727323857e+18	0.07856253569703604	0.024498726140890974
-4396	GBM_grid_1_AutoML_20190416_030706_model_39	floor	7.885567102281581e+18	0.06813437456892801	0.021246836911961185
-4397	GBM_grid_1_AutoML_20190416_030706_model_39	heat_fuel_cogeneration	3.6840882563343974e+18	0.0318319590647386	0.009926391004771303
-4398	GBM_grid_1_AutoML_20190416_030706_model_39	front_door_structure_corridor	3.0304670765285376e+18	0.026184417205866874	0.008165277006322082
-4399	GBM_grid_1_AutoML_20190416_030706_model_39	heat_type_central	1.515098160895099e+18	0.013091038889676351	0.004082273742979938
-4400	GBM_grid_1_AutoML_20190416_030706_model_39	front_door_structure_mixed	1.2609668014166508e+18	0.010895244850791614	0.00339754333881011
-4401	GBM_grid_1_AutoML_20190416_030706_model_39	bathroom_count	8.771339579492925e+17	0.00757877941597274	0.0023633458333135577
-4402	GBM_grid_1_AutoML_20190416_030706_model_39	front_door_structure_stairway	8.233413823525028e+17	0.0071139905875727385	0.0022184073569865162
-4403	GBM_grid_1_AutoML_20190416_030706_model_39	heat_type_individual	6.808608931892429e+17	0.005882903604037361	0.0018345085609807934
-4404	GBM_grid_1_AutoML_20190416_030706_model_39	room_count	5.2681202987329126e+17	0.0045518613569870804	0.0014194399891338794
-4405	GBM_grid_1_AutoML_20190416_030706_model_39	heat_fuel_gas	5.0894015555855974e+17	0.0043974413941594995	0.0013712860905047875
-4406	GBM_grid_1_AutoML_20190416_020809_model_5	supply_area	3.9641258129067596e+21	1.0	0.27325422040645136
-4407	GBM_grid_1_AutoML_20190416_020809_model_5	city	3.317715714140971e+21	0.8369350194029795	0.22869602625781943
-4408	GBM_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	2.7087876676989034e+21	0.6833253523082914	0.18672153642896588
-4409	GBM_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	7.742977618530659e+20	0.1953262329192573	0.053373717501280594
-4410	GBM_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	5.606837983838145e+20	0.14143945597243393	0.03864892827646004
-4411	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.9203071455794613e+20	0.12412086239945967	0.03391654949114078
-4412	GBM_grid_1_AutoML_20190416_020809_model_5	bathroom_count	4.050766906963043e+20	0.1021856292697419	0.02792265446284598
-4413	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	3.705549810713934e+20	0.09347709900248548	0.025543011813780842
-4414	GBM_grid_1_AutoML_20190416_020809_model_5	room_count	3.3157882438692005e+20	0.08364487910735217	0.02285631623147139
-4415	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	3.301669459037394e+20	0.0832887152140207	0.022758992944462174
-4416	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.165123133085288e+20	0.07984416445058311	0.02181775491094859
-4417	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	3.047464833601629e+20	0.07687608762767865	0.021006715392599372
-4418	GBM_grid_1_AutoML_20190416_020809_model_5	floor	2.7754484716396138e+20	0.07001413685214171	0.01913165838296258
-4419	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	1.4485865145027894e+20	0.036542395041710085	0.009985363668907064
-4420	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	1.0121932521491923e+20	0.025533832676389884	0.006977227541975692
-4421	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	6.231621128690231e+19	0.01572003872430273	0.004295566926368569
-4422	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_central	3.2976062358071804e+19	0.008318621535851702	0.002273098442635474
-4423	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	1.1905408551465517e+19	0.0030032872601325647	0.0008206609189241513
-4424	GBM_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	1.0635831062174892e+20	1.0	0.2803815802909958
-4425	GBM_grid_1_AutoML_20190416_022142_model_2	city	9.45463539615746e+19	0.8889418552144722	0.24924292215184335
-4426	GBM_grid_1_AutoML_20190416_022142_model_2	supply_area	7.072291006711018e+19	0.6649495432343605	0.18643960374582585
-4427	GBM_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	2.270298217213277e+19	0.21345752898307413	0.05984955930128536
-4428	GBM_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	1.5746948247286972e+19	0.1480556446904199	0.04151207562930212
-4429	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	1.2065174188051137e+19	0.11343894160710712	0.03180618971433869
-4430	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	1.2008193097453273e+19	0.11290319512650994	0.031655976269473515
-4431	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_district	9.246517856131088e+18	0.08693742691170851	0.024375653143937782
-4432	GBM_grid_1_AutoML_20190416_022142_model_2	bathroom_count	8.167983810701427e+18	0.07679685548739036	0.02153242370293374
-4433	GBM_grid_1_AutoML_20190416_022142_model_2	floor	7.933620708217717e+18	0.07459333137052848	0.02091459612883869
-4434	GBM_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	6.922281666652144e+18	0.06508453947966926	0.018248506031821373
-4435	GBM_grid_1_AutoML_20190416_022142_model_2	room_count	4.974849211523662e+18	0.046774428650114046	0.013114688222127408
-4436	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	4.530557453460308e+18	0.0425971174887566	0.01194344711733879
-4437	GBM_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	1.4744511401615688e+18	0.013863055284934755	0.0038869453484514484
-4438	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	8.272072652357632e+17	0.007777551753126566	0.002180682251336632
-4439	GBM_grid_1_AutoML_20190416_022142_model_2	heat_type_central	7.945705990274417e+17	0.0074706959369939645	0.0020946455326878895
-4440	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	3.11245731501441e+17	0.0029263884475219863	0.0008205054174615285
-4441	GBM_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.0	0.0	0.0
-4442	GBM_grid_1_AutoML_20190416_030706_model_2	supply_area	1.3179090297760304e+20	1.0	0.26221994612454314
-4443	GBM_grid_1_AutoML_20190416_030706_model_2	apartment_building_count_in_sites	8.4108285458818e+19	0.6381949251316051	0.16734743888496634
-4444	GBM_grid_1_AutoML_20190416_030706_model_2	total_parking_capacity_in_site	5.008241159756893e+19	0.38001417750419464	0.09964729715171249
-4445	GBM_grid_1_AutoML_20190416_030706_model_2	city	4.586264869788556e+19	0.3479955570657225	0.09125137622535413
-4446	GBM_grid_1_AutoML_20190416_030706_model_2	total_household_count_of_area_type	3.2888378504779923e+19	0.24954968637227623	0.0654369053159349
-4447	GBM_grid_1_AutoML_20190416_030706_model_2	floor	2.5806184416739852e+19	0.19581157601693824	0.05134570091372344
-4448	GBM_grid_1_AutoML_20190416_030706_model_2	total_household_count_in_sites	2.4141875656007877e+19	0.18318317205938428	0.048034281508334664
-4449	GBM_grid_1_AutoML_20190416_030706_model_2	front_door_structure_corridor	1.9909083543535354e+19	0.1510656888580448	0.039612436793623515
-4450	GBM_grid_1_AutoML_20190416_030706_model_2	heat_fuel_cogeneration	1.8196903146041639e+19	0.138074045589733	0.036205768795737496
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-4455	GBM_grid_1_AutoML_20190416_030706_model_2	heat_type_district	4.440471442139644e+18	0.0336933076700618	0.008835057322001263
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-4460	GBM_grid_1_AutoML_20190416_022142_model_36	exclusive_use_area	1.3160031803009086e+20	1.0	0.3366393711841253
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-4465	GBM_grid_1_AutoML_20190416_022142_model_36	heat_type_individual	1.6109036118011281e+19	0.12240879322440464	0.04120761917847119
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-4482	GBM_grid_1_AutoML_20190416_030706_model_43	heat_fuel_gas	3.3137222175401443e+19	0.23417209134292036	0.0755072286047586
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-4484	GBM_grid_1_AutoML_20190416_030706_model_43	total_household_count_of_area_type	2.6629314005665055e+19	0.18818240463025054	0.060678160938494305
-4485	GBM_grid_1_AutoML_20190416_030706_model_43	total_household_count_in_sites	2.655836691837118e+19	0.18768104010070866	0.06051649929073202
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-4496	GBM_grid_1_AutoML_20190416_023844_model_34	exclusive_use_area	4.1108238153689124e+21	1.0	0.19610481120058654
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-4514	GBM_grid_1_AutoML_20190416_023844_model_56	supply_area	5.043273711280162e+20	1.0	0.28987117865992196
-4515	GBM_grid_1_AutoML_20190416_023844_model_56	city	4.348835537238234e+20	0.8623040878212309	0.24995710230000906
-4516	GBM_grid_1_AutoML_20190416_023844_model_56	exclusive_use_area	3.502172177353975e+20	0.6944243715189908	0.20129361106238539
-4517	GBM_grid_1_AutoML_20190416_023844_model_56	heat_fuel_cogeneration	1.0111845162014055e+20	0.2005016134539188	0.0581196390151035
-4518	GBM_grid_1_AutoML_20190416_023844_model_56	apartment_building_count_in_sites	8.516788921255225e+19	0.16887421561526475	0.048951767925666585
-4519	GBM_grid_1_AutoML_20190416_023844_model_56	total_parking_capacity_in_site	7.914732417866478e+19	0.15693640422814645	0.04549134046826277
-4520	GBM_grid_1_AutoML_20190416_023844_model_56	total_household_count_in_sites	4.4614892116359774e+19	0.08846414981715305	0.025643207376646073
-4521	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_individual	3.1231284739349414e+19	0.0619266106249502	0.01795073961226836
-4522	GBM_grid_1_AutoML_20190416_023844_model_56	floor	3.081815424032886e+19	0.06110743934321605	0.017713285467307723
-4523	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_district	2.83546852441572e+19	0.05622277684579561	0.01629736259182454
-4524	GBM_grid_1_AutoML_20190416_023844_model_56	total_household_count_of_area_type	1.8850986120731165e+19	0.037378471207239146	0.010834941505348366
-4525	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_stairway	1.5583690561771536e+19	0.030899950020392294	0.008957004932943793
-4526	GBM_grid_1_AutoML_20190416_023844_model_56	bathroom_count	1.4206574238214652e+19	0.028169350012550713	0.008165482690221963
-4527	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_corridor	5.422108276592476e+17	0.0010751167965492303	0.00031164537301280493
-4528	GBM_grid_1_AutoML_20190416_023844_model_56	heat_type_central	3.850159866983219e+17	0.0007634247291341068	0.00022129482605223519
-4529	GBM_grid_1_AutoML_20190416_023844_model_56	room_count	3.834525155233628e+17	0.0007603246174517641	0.00022039619302489713
-4530	GBM_grid_1_AutoML_20190416_023844_model_56	heat_fuel_gas	0.0	0.0	0.0
-4531	GBM_grid_1_AutoML_20190416_023844_model_56	front_door_structure_mixed	0.0	0.0	0.0
-4532	DeepLearning_grid_1_AutoML_20190416_022142_model_1	city	1.0	1.0	0.178505869673454
-4533	DeepLearning_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	0.5029036402702332	0.5029036402702332	0.08977125166838384
-4534	DeepLearning_grid_1_AutoML_20190416_022142_model_1	supply_area	0.4551074504852295	0.4551074504852295	0.0812393512437343
-4535	DeepLearning_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.45126479864120483	0.45126479864120483	0.08055341533446438
-4536	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_district	0.3303416669368744	0.3303416669368744	0.05896792654594525
-4537	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.2992936670780182	0.2992936670780182	0.05342567632951885
-4538	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.2988487482070923	0.2988487482070923	0.05334625569953009
-4539	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.2968520224094391	0.2968520224094391	0.05298982842452058
-4540	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.27437475323677063	0.27437475323677063	0.04897750394296908
-4541	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	0.2586391866207123	0.2586391866207123	0.046168612939365014
-4542	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.24984988570213318	0.24984988570213318	0.044599671135072363
-4543	DeepLearning_grid_1_AutoML_20190416_022142_model_1	bathroom_count	0.2481069415807724	0.2481069415807724	0.04428854537889663
-4544	DeepLearning_grid_1_AutoML_20190416_022142_model_1	room_count	0.2393413633108139	0.2393413633108139	0.04272383820662695
-4545	DeepLearning_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.20646235346794128	0.20646235346794128	0.036854741960622925
-4546	DeepLearning_grid_1_AutoML_20190416_022142_model_1	floor	0.15503717958927155	0.15503717958927155	0.027675046574302392
-4547	DeepLearning_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.1292830854654312	0.1292830854654312	0.02307778960507428
-4548	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.11427837610244751	0.11427837610244751	0.020399360911037456
-4549	DeepLearning_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.09207156300544739	0.09207156300544739	0.0164353144264816
-4550	DeepLearning_grid_1_AutoML_20190416_023844_model_5	city	1.0	1.0	0.10632014354942076
-4551	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	0.7564743757247925	0.7564743757247925	0.0804284642185184
-4552	DeepLearning_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	0.7161544561386108	0.7161544561386108	0.07614164458021447
-4553	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	0.6053639650344849	0.6053639650344849	0.06436238366211297
-4554	DeepLearning_grid_1_AutoML_20190416_023844_model_5	supply_area	0.536789059638977	0.536789059638977	0.05707148987657463
-4555	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_district	0.5233915448188782	0.5233915448188782	0.05564706417769622
-4556	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	0.518665075302124	0.518665075302124	0.05514454526019296
-4557	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_central	0.5103742480278015	0.5103742480278015	0.054263063314243534
-4558	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	0.4918748438358307	0.4918748438358307	0.05229620400497444
-4559	DeepLearning_grid_1_AutoML_20190416_023844_model_5	bathroom_count	0.4806511402130127	0.4806511402130127	0.05110289822464028
-4560	DeepLearning_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	0.4253925085067749	0.4253925085067749	0.0452277925692885
-4561	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	0.42453324794769287	0.42453324794769287	0.045136435863300545
-4562	DeepLearning_grid_1_AutoML_20190416_023844_model_5	floor	0.4228358268737793	0.4228358268737793	0.04495596581105824
-4563	DeepLearning_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	0.4222497344017029	0.4222497344017029	0.044893652375293844
-4564	DeepLearning_grid_1_AutoML_20190416_023844_model_5	room_count	0.4203960597515106	0.4203960597515106	0.04469656942039148
-4565	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	0.41089701652526855	0.41089701652526855	0.04368662978099527
-4566	DeepLearning_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	0.37567612528800964	0.37567612528800964	0.039941939568711365
-4567	DeepLearning_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	0.3638361692428589	0.3638361692428589	0.038683113742372106
-4568	GBM_grid_1_AutoML_20190416_015849_model_13	supply_area	5.887218022889397e+19	1.0	0.15785894400040468
-4569	GBM_grid_1_AutoML_20190416_015849_model_13	city	5.384655007284147e+19	0.9146348897473656	0.14438329784144568
-4570	GBM_grid_1_AutoML_20190416_015849_model_13	apartment_building_count_in_sites	5.13968997388077e+19	0.8730252479010882	0.1378148437193573
-4571	GBM_grid_1_AutoML_20190416_015849_model_13	exclusive_use_area	4.813182519333618e+19	0.8175648499206334	0.12905992386032053
-4572	GBM_grid_1_AutoML_20190416_015849_model_13	total_parking_capacity_in_site	3.728260971053554e+19	0.6332806015605577	0.09996900701829066
-4573	GBM_grid_1_AutoML_20190416_015849_model_13	room_count	3.6345638886693667e+19	0.6173652605591042	0.09745662809439488
-4574	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_cogeneration	3.1538127648336118e+19	0.5357051076708295	0.08456584259254023
-4575	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_in_sites	1.5218002889977889e+19	0.2584922595156247	0.04080531511941508
-4576	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_of_area_type	1.3149295951573156e+19	0.22335330372425366	0.03525831666491234
-4577	GBM_grid_1_AutoML_20190416_015849_model_13	floor	1.2506363124300906e+19	0.21243247788134215	0.033534366629738
-4578	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_corridor	5.943842212012884e+18	0.10096181573203733	0.015937725615822858
-4579	GBM_grid_1_AutoML_20190416_015849_model_13	bathroom_count	4.553891564102877e+18	0.0773521813936129	0.012210733670923485
-4580	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_district	1.1428838567984497e+18	0.019412969799231794	0.003064510912418479
-4581	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_individual	8.670292399316009e+17	0.01472731664702423	0.0023248386538588257
-4582	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_mixed	8.405722413882409e+17	0.014277919352062575	0.0022538972714395405
-4583	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_gas	6.605454917207327e+17	0.01121999370759744	0.0017711763583725172
-4584	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_stairway	4.2647643987797606e+17	0.007244108137661004	0.0011435472608359043
-4585	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_central	2.1894836177915085e+17	0.00371904626137309	0.000587084715509009
-4586	GBM_grid_1_AutoML_20190416_021340_model_11	supply_area	4.1106076425867986e+21	1.0	0.23381469056908838
-4587	GBM_grid_1_AutoML_20190416_021340_model_11	city	3.668224680689729e+21	0.8923801538940654	0.20865158955273638
-4588	GBM_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	2.96656864382001e+21	0.7216861597506186	0.16874082613008456
-4589	GBM_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	9.823395059458648e+20	0.23897671375117674	0.055876266378949005
-4590	GBM_grid_1_AutoML_20190416_021340_model_11	room_count	8.620887515579569e+20	0.20972294767968802	0.049036306116963364
-4591	GBM_grid_1_AutoML_20190416_021340_model_11	bathroom_count	8.507928792675815e+20	0.20697496653613454	0.04839378775619372
-4592	GBM_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	7.126995668434734e+20	0.17338058720558713	0.0405389283481612
-4593	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	5.643181680987304e+20	0.13728339388373392	0.03209887426119953
-4594	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	5.627724834484959e+20	0.13690737048655516	0.03201095446694144
-4595	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	4.8593674612778834e+20	0.11821530741425595	0.027640475523593916
-4596	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.46412029898078e+20	0.10860000970979358	0.02539227766609538
-4597	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.271788447394389e+20	0.10392109436905926	0.024298278523502623
-4598	GBM_grid_1_AutoML_20190416_021340_model_11	floor	3.7823527210154826e+20	0.09201444287286087	0.021514328488205024
-4599	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.7966537208129546e+20	0.04370774048584027	0.01021951181717076
-4600	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.6962155326388725e+20	0.04126435019158012	0.009648211271578808
-4601	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.5649285666266048e+20	0.03807049231392461	0.008901440380193141
-4602	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.392744666034864e+19	0.010686363301924183	0.0024986287287482646
-4603	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.2739340842133619e+19	0.003099138120153149	0.0007246240205944748
-4604	GBM_grid_1_AutoML_20190416_030706_model_21	supply_area	6.597719973852202e+21	1.0	0.3991630354769587
-4605	GBM_grid_1_AutoML_20190416_030706_model_21	city	3.5223395779603165e+21	0.5338722455514785	0.2131020660912284
-4606	GBM_grid_1_AutoML_20190416_030706_model_21	exclusive_use_area	2.33703339212049e+21	0.3542183362407801	0.1413908663154678
-4607	GBM_grid_1_AutoML_20190416_030706_model_21	apartment_building_count_in_sites	7.34924127317105e+20	0.1113906213403607	0.04446301853788287
-4608	GBM_grid_1_AutoML_20190416_030706_model_21	heat_type_district	6.980034768344334e+20	0.10579465021260838	0.04222931371608783
-4609	GBM_grid_1_AutoML_20190416_030706_model_21	total_parking_capacity_in_site	5.991855641794141e+20	0.09081706507006669	0.0362508153664763
-4610	GBM_grid_1_AutoML_20190416_030706_model_21	heat_fuel_cogeneration	5.5247384181623436e+20	0.0837370855395159	0.033424749245946905
-4611	GBM_grid_1_AutoML_20190416_030706_model_21	total_household_count_in_sites	3.6999371996783234e+20	0.05607902751771452	0.022384674850566822
-4612	GBM_grid_1_AutoML_20190416_030706_model_21	floor	2.8898800123590056e+20	0.04380119228782144	0.01748381687111676
-4613	GBM_grid_1_AutoML_20190416_030706_model_21	heat_type_individual	2.793964071529501e+20	0.04234741823845842	0.016903524008675383
-4614	GBM_grid_1_AutoML_20190416_030706_model_21	total_household_count_of_area_type	2.2120968886109078e+20	0.033528202127065025	0.013383218935124298
-4615	GBM_grid_1_AutoML_20190416_030706_model_21	front_door_structure_stairway	1.5209027136755702e+20	0.02305194400039932	0.009201483940844258
-4616	GBM_grid_1_AutoML_20190416_030706_model_21	bathroom_count	1.1039451225419835e+20	0.016732221538911792	0.00667888433974498
-4617	GBM_grid_1_AutoML_20190416_030706_model_21	front_door_structure_corridor	4.1944121197887226e+19	0.006357366084665362	0.002537625543993294
-4618	GBM_grid_1_AutoML_20190416_030706_model_21	room_count	1.5064735367112425e+19	0.002283324455541662	0.0009114187206527838
-4619	GBM_grid_1_AutoML_20190416_030706_model_21	heat_type_central	8.12374935840437e+18	0.0012312964767525847	0.0004914880392326462
-4620	GBM_grid_1_AutoML_20190416_030706_model_21	heat_fuel_gas	0.0	0.0	0.0
-4621	GBM_grid_1_AutoML_20190416_030706_model_21	front_door_structure_mixed	0.0	0.0	0.0
-4622	GBM_grid_1_AutoML_20190416_022142_model_15	supply_area	1.5642454620425e+20	1.0	0.3513246477359584
-4623	GBM_grid_1_AutoML_20190416_022142_model_15	city	6.582203489839166e+19	0.4207909595751366	0.1478342356432108
-4624	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	4.888866742524602e+19	0.312538336287772	0.109802420900284
-4625	GBM_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	4.205468368912987e+19	0.2688496448263134	0.09445350676254209
-4626	GBM_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	3.1189430729726493e+19	0.19938961938237723	0.0700504877917205
-4627	GBM_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	2.5240927687923466e+19	0.16136168076182456	0.056690335651730185
-4628	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	1.8699196341493432e+19	0.11954131749295355	0.04199781125810426
-4629	GBM_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	1.8047171652571103e+19	0.1153730158756936	0.040533384160763186
-4630	GBM_grid_1_AutoML_20190416_022142_model_15	floor	1.4200918350401372e+19	0.09078446250921926	0.03189481931094978
-4631	GBM_grid_1_AutoML_20190416_022142_model_15	bathroom_count	6.746669868487016e+18	0.04313050625493016	0.015152809916686888
-4632	GBM_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	6.029074704130638e+18	0.03854302186217133	0.013541113578406686
-4633	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	2.9123822764844646e+18	0.018618447981186063	0.006541119678380459
-4634	GBM_grid_1_AutoML_20190416_022142_model_15	room_count	2.8597236409732956e+18	0.01828180877212989	0.006422850026844689
-4635	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	2.1272148383367168e+18	0.013598983599154088	0.004777658122539886
-4636	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.7464508005419581e+18	0.011164812958840519	0.003922473979802508
-4637	GBM_grid_1_AutoML_20190416_022142_model_15	heat_type_district	1.6198873914581975e+18	0.010355710985046064	0.003638216513876703
-4638	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	3.4170560520493466e+17	0.002184475604990763	0.0007674601224111745
-4639	GBM_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	2.9147726834827264e+17	0.0018633729515039072	0.0006546488457878232
-4640	GBM_grid_1_AutoML_20190416_022142_model_35	supply_area	1.1541299998271681e+20	1.0	0.27843526478003516
-4641	GBM_grid_1_AutoML_20190416_022142_model_35	exclusive_use_area	8.80727461565783e+19	0.7631094085568114	0.21247657022765182
-4642	GBM_grid_1_AutoML_20190416_022142_model_35	city	5.592035654617583e+19	0.4845238972607067	0.13490853962603944
-4643	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_cogeneration	3.924810549244094e+19	0.34006659127064	0.09468653138328464
-4644	GBM_grid_1_AutoML_20190416_022142_model_35	apartment_building_count_in_sites	2.8124674008696226e+19	0.24368722772051604	0.0678511177738746
-4645	GBM_grid_1_AutoML_20190416_022142_model_35	total_parking_capacity_in_site	2.2710656763294646e+19	0.19677728476597597	0.054789735386510906
-4646	GBM_grid_1_AutoML_20190416_022142_model_35	floor	1.5685395387340816e+19	0.1359066603388675	0.03784120695682288
-4647	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_in_sites	1.2602998101754511e+19	0.1091991205812328	0.03040488605278254
-4648	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_mixed	8.970038510501233e+18	0.07772121435058878	0.021640326896732058
-4649	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_district	7.016822074454835e+18	0.060797501802271926	0.01692816851228025
-4650	GBM_grid_1_AutoML_20190416_022142_model_35	total_household_count_of_area_type	5.974175538799968e+18	0.05176345420095315	0.014412771076371613
-4651	GBM_grid_1_AutoML_20190416_022142_model_35	bathroom_count	5.450413279304221e+18	0.047225297671149906	0.013149188261382604
-4652	GBM_grid_1_AutoML_20190416_022142_model_35	room_count	5.060962962211078e+18	0.043850891693041176	0.012209634639392565
-4653	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_central	1.6930697858913403e+18	0.014669662742887533	0.004084551430049707
-4654	GBM_grid_1_AutoML_20190416_022142_model_35	heat_type_individual	1.673915331262808e+18	0.014503698296669164	0.004038341075522824
-4655	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_corridor	7.733709840517693e+17	0.006700900108025805	0.0018657668958427314
-4656	GBM_grid_1_AutoML_20190416_022142_model_35	front_door_structure_stairway	1.149834728791081e+17	0.0009962783472947324	0.0002773990254236247
-4657	GBM_grid_1_AutoML_20190416_022142_model_35	heat_fuel_gas	0.0	0.0	0.0
-4658	GBM_grid_1_AutoML_20190416_023844_model_30	supply_area	5.807159784113445e+21	1.0	0.3549883664704233
-4659	GBM_grid_1_AutoML_20190416_023844_model_30	city	3.6194217048027053e+21	0.6232688335361979	0.22125318508894104
-4660	GBM_grid_1_AutoML_20190416_023844_model_30	exclusive_use_area	2.4899642357294354e+21	0.4287748793379495	0.15221009399973157
-4661	GBM_grid_1_AutoML_20190416_023844_model_30	apartment_building_count_in_sites	7.824591288027914e+20	0.1347404166393617	0.047831280400351256
-4662	GBM_grid_1_AutoML_20190416_023844_model_30	total_parking_capacity_in_site	6.384533641241318e+20	0.10994244826373446	0.03902829011490212
-4663	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_district	5.050570598207665e+20	0.08697144190907974	0.030873850092881527
-4664	GBM_grid_1_AutoML_20190416_023844_model_30	heat_fuel_gas	4.034620798611478e+20	0.06947666240644741	0.024663406895481833
-4665	GBM_grid_1_AutoML_20190416_023844_model_30	heat_fuel_cogeneration	3.933719056335126e+20	0.06773912209367028	0.02404660029817257
-4666	GBM_grid_1_AutoML_20190416_023844_model_30	total_household_count_in_sites	3.770269352109015e+20	0.06492449824479225	0.023047441575830666
-4667	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_individual	3.587492872294509e+20	0.06177706496226875	0.021930139376293005
-4668	GBM_grid_1_AutoML_20190416_023844_model_30	floor	2.5683251100270776e+20	0.044226871749821726	0.015700024956566125
-4669	GBM_grid_1_AutoML_20190416_023844_model_30	total_household_count_of_area_type	2.1467253808010206e+20	0.03696687297418237	0.01312280985062464
-4670	GBM_grid_1_AutoML_20190416_023844_model_30	room_count	1.7095933345944882e+20	0.029439405805078683	0.010450646576604779
-4671	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_stairway	1.4969416285174943e+20	0.025777517481310807	0.009150718822353304
-4672	GBM_grid_1_AutoML_20190416_023844_model_30	bathroom_count	1.1717687172036716e+20	0.020178000274923738	0.007162955356234929
-4673	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_corridor	6.53885018616061e+19	0.01125997979950343	0.003997161835515688
-4674	GBM_grid_1_AutoML_20190416_023844_model_30	heat_type_central	7.97062367253889e+18	0.0013725511211769993	0.000487239680403771
-4675	GBM_grid_1_AutoML_20190416_023844_model_30	front_door_structure_mixed	9.126309349377966e+17	0.00015715616047529235	5.578860868788773e-05
-4676	GBM_5_AutoML_20190416_023643	supply_area	3.930071140636956e+20	1.0	0.2619130187495667
-4677	GBM_5_AutoML_20190416_023643	city	3.622584709484747e+20	0.9217605941091506	0.24142109976752163
-4678	GBM_5_AutoML_20190416_023643	exclusive_use_area	2.6121190979660467e+20	0.6646493166387555	0.174080308930693
-4679	GBM_5_AutoML_20190416_023643	total_parking_capacity_in_site	6.616217101946742e+19	0.16834853276662154	0.04409267241896619
-4680	GBM_5_AutoML_20190416_023643	room_count	6.553324597033304e+19	0.1667482435437846	0.043673535837740564
-4681	GBM_5_AutoML_20190416_023643	apartment_building_count_in_sites	6.4652699884205375e+19	0.16450770881904941	0.04308671062437194
-4682	GBM_5_AutoML_20190416_023643	total_household_count_in_sites	5.852180985358687e+19	0.14890776212285586	0.03900088149283956
-4683	GBM_5_AutoML_20190416_023643	heat_fuel_cogeneration	4.11132598431955e+19	0.10461199905030773	0.027399244468692897
-4684	GBM_5_AutoML_20190416_023643	heat_fuel_gas	4.082772107150859e+19	0.1038854504422318	0.027208951929483433
-4685	GBM_5_AutoML_20190416_023643	heat_type_district	4.0706968306499715e+19	0.10357819706007215	0.02712847826864099
-4686	GBM_5_AutoML_20190416_023643	heat_type_individual	3.152068059782657e+19	0.08020384229665099	0.02100643045123004
-4687	GBM_5_AutoML_20190416_023643	floor	2.7458965897566224e+19	0.06986887747053833	0.01829956861495228
-4688	GBM_5_AutoML_20190416_023643	total_household_count_of_area_type	1.850072129854033e+19	0.04707477456894553	0.012329496314307855
-4689	GBM_5_AutoML_20190416_023643	bathroom_count	1.0859023126520398e+19	0.027630601935517255	0.007236814362798944
-4690	GBM_5_AutoML_20190416_023643	front_door_structure_corridor	1.0299232070005686e+19	0.026206222995587978	0.006863750974798759
-4691	GBM_5_AutoML_20190416_023643	front_door_structure_stairway	7.334315952579805e+18	0.01866204373947062	0.004887832211841201
-4692	GBM_5_AutoML_20190416_023643	heat_type_central	5.570018703929508e+17	0.0014172819026952175	0.00037120458155403397
-4693	GBM_5_AutoML_20190416_023643	front_door_structure_mixed	0.0	0.0	0.0
-4694	XGBoost_grid_1_AutoML_20190416_015849_model_5	supply_area	1.1865486163870273e+21	1.0	0.29599679028309933
-4695	XGBoost_grid_1_AutoML_20190416_015849_model_5	city	9.36165647078807e+20	0.7889821235722966	0.2335361761681434
-4696	XGBoost_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	8.118613715512889e+20	0.6842209078826963	0.20252719257786628
-4697	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_district	2.35696713331179e+20	0.19864058672021548	0.05879697608913543
-4698	XGBoost_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	1.956698633352029e+20	0.1649067392881098	0.04881186552533237
-4699	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	1.7378611628180976e+20	0.14646354467209152	0.04335273911642443
-4700	XGBoost_grid_1_AutoML_20190416_015849_model_5	floor	1.163797785667877e+20	0.09808260442050615	0.029032136091076747
-4701	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	9.999475073655348e+19	0.08427362297301545	0.024944721905540635
-4702	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	8.639559510003391e+19	0.07281252020090298	0.02155227227189061
-4703	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	7.088789398588123e+19	0.059742932575093985	0.017683716284327435
-4704	XGBoost_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.1397229631283134e+19	0.02646097192956653	0.007832362758922882
-4705	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	1.842518924775863e+19	0.015528389644802148	0.004596353493126752
-4706	XGBoost_grid_1_AutoML_20190416_015849_model_5	room_count	1.6191205920489865e+19	0.013645632127397495	0.004039063311093599
-4707	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	1.063577718610513e+19	0.00896362529037408	0.002653204315251142
-4708	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_central	7.834079171776086e+18	0.006602408922468267	0.0019542918491871034
-4709	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.161861074149704e+18	0.0051930961690488655	0.0015371397976699237
-4710	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	4.621970300437791e+18	0.003895306299805419	0.0011529981619119401
-4711	GBM_grid_1_AutoML_20190416_023844_model_14	supply_area	7.523607702893907e+21	1.0	0.23357276308892766
-4712	GBM_grid_1_AutoML_20190416_023844_model_14	exclusive_use_area	5.335643036226916e+21	0.7091867687591679	0.16564671312518725
-4713	GBM_grid_1_AutoML_20190416_023844_model_14	city	4.947102859674874e+21	0.6575439676063921	0.15358436136628137
-4714	GBM_grid_1_AutoML_20190416_023844_model_14	apartment_building_count_in_sites	2.1664501268221128e+21	0.28795362708621847	0.06725812432000672
-4715	GBM_grid_1_AutoML_20190416_023844_model_14	total_parking_capacity_in_site	1.929195291165166e+21	0.2564189106275588	0.05989247346353171
-4716	GBM_grid_1_AutoML_20190416_023844_model_14	room_count	1.5905901828564782e+21	0.2114132269608725	0.04938037157479756
-4717	GBM_grid_1_AutoML_20190416_023844_model_14	total_household_count_in_sites	1.3934192134704773e+21	0.18520625589429757	0.04325913693058608
-4718	GBM_grid_1_AutoML_20190416_023844_model_14	bathroom_count	1.222189118675619e+21	0.16244721507814816	0.03794324488190438
-4719	GBM_grid_1_AutoML_20190416_023844_model_14	heat_fuel_gas	1.1541991898948808e+21	0.15341033656644876	0.03583247619822779
-4720	GBM_grid_1_AutoML_20190416_023844_model_14	heat_fuel_cogeneration	8.945967188307356e+20	0.11890528509170337	0.027773035984745835
-4721	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_individual	8.812947040125992e+20	0.11713724835408615	0.027360070758697844
-4722	GBM_grid_1_AutoML_20190416_023844_model_14	total_household_count_of_area_type	8.317948664519842e+20	0.11055797953580696	0.02582333276170755
-4723	GBM_grid_1_AutoML_20190416_023844_model_14	floor	7.758329263760458e+20	0.10311980063469108	0.024085976763424152
-4724	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_district	7.49773832294685e+20	0.09965615724571728	0.02327696400670684
-4725	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_stairway	2.957617317348146e+20	0.03931115807926186	0.009182015812798814
-4726	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_corridor	2.5921503835088906e+20	0.034453555872029806	0.00804741224326875
-4727	GBM_grid_1_AutoML_20190416_023844_model_14	heat_type_central	1.6581743654582878e+20	0.022039617573634013	0.005147854374096984
-4728	GBM_grid_1_AutoML_20190416_023844_model_14	front_door_structure_mixed	9.449646252195263e+19	0.012559993324160851	0.0029336723451027355
-4729	DeepLearning_grid_1_AutoML_20190416_030706_model_1	city	1.0	1.0	0.11567832473631118
-4730	DeepLearning_grid_1_AutoML_20190416_030706_model_1	total_parking_capacity_in_site	0.6321730613708496	0.6321730613708496	0.07312872068280513
-4731	DeepLearning_grid_1_AutoML_20190416_030706_model_1	apartment_building_count_in_sites	0.623866856098175	0.623866856098175	0.07216787277194621
-4732	DeepLearning_grid_1_AutoML_20190416_030706_model_1	exclusive_use_area	0.6048742532730103	0.6048742532730103	0.06997084029474902
-4733	DeepLearning_grid_1_AutoML_20190416_030706_model_1	supply_area	0.5577837824821472	0.5577837824821472	0.06452349352261778
-4734	DeepLearning_grid_1_AutoML_20190416_030706_model_1	total_household_count_in_sites	0.5288415551185608	0.5288415551185608	0.06117550514706068
-4735	DeepLearning_grid_1_AutoML_20190416_030706_model_1	bathroom_count	0.45545512437820435	0.45545512437820435	0.05268628578063892
-4736	DeepLearning_grid_1_AutoML_20190416_030706_model_1	heat_fuel_gas	0.4540920853614807	0.4540920853614807	0.0525286117106341
-4737	DeepLearning_grid_1_AutoML_20190416_030706_model_1	heat_type_individual	0.4507891833782196	0.4507891833782196	0.052146537542442216
-4738	DeepLearning_grid_1_AutoML_20190416_030706_model_1	front_door_structure_stairway	0.44480225443840027	0.44480225443840027	0.05145397963236858
-4739	DeepLearning_grid_1_AutoML_20190416_030706_model_1	heat_fuel_cogeneration	0.4017525911331177	0.4017525911331177	0.046474066700751236
-4740	DeepLearning_grid_1_AutoML_20190416_030706_model_1	heat_type_district	0.4002209007740021	0.4002209007740021	0.046296883325993986
-4741	DeepLearning_grid_1_AutoML_20190416_030706_model_1	room_count	0.39963215589523315	0.39963215589523315	0.04622877830472091
-4742	DeepLearning_grid_1_AutoML_20190416_030706_model_1	heat_type_central	0.39219334721565247	0.39219334721565247	0.04536826937863309
-4743	DeepLearning_grid_1_AutoML_20190416_030706_model_1	front_door_structure_corridor	0.37960100173950195	0.37960100173950195	0.043911607949451134
-4744	DeepLearning_grid_1_AutoML_20190416_030706_model_1	floor	0.36026427149772644	0.36026427149772644	0.04167476738920457
-4745	DeepLearning_grid_1_AutoML_20190416_030706_model_1	total_household_count_of_area_type	0.30289849638938904	0.30289849638938904	0.03503879062747212
-4746	DeepLearning_grid_1_AutoML_20190416_030706_model_1	front_door_structure_mixed	0.2554209232330322	0.2554209232330322	0.029546664502199112
-4747	GBM_grid_1_AutoML_20190416_023844_model_8	exclusive_use_area	1.3669938676678577e+20	1.0	0.3184835114618683
-4748	GBM_grid_1_AutoML_20190416_023844_model_8	city	1.1168338617255644e+20	0.8169999062475126	0.260200999005725
-4749	GBM_grid_1_AutoML_20190416_023844_model_8	apartment_building_count_in_sites	5.8309714060588876e+19	0.4265543206866569	0.13585051788151833
-4750	GBM_grid_1_AutoML_20190416_023844_model_8	supply_area	2.555107352984001e+19	0.18691432444705175	0.05952913039241998
-4751	GBM_grid_1_AutoML_20190416_023844_model_8	total_parking_capacity_in_site	2.4262129242737738e+19	0.17748528224292498	0.056526135921527526
-4752	GBM_grid_1_AutoML_20190416_023844_model_8	total_household_count_in_sites	1.605862900743589e+19	0.1174740383790639	0.03741354424857055
-4753	GBM_grid_1_AutoML_20190416_023844_model_8	heat_fuel_cogeneration	1.3148115076084924e+19	0.09618269245432752	0.03063260163471117
-4754	GBM_grid_1_AutoML_20190416_023844_model_8	floor	1.1007956374549168e+19	0.08052674291311307	0.025646439849555367
-4755	GBM_grid_1_AutoML_20190416_023844_model_8	total_household_count_of_area_type	1.0775602079809405e+19	0.0788269964823835	0.02510509863770184
-4756	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_district	5.964370094103462e+18	0.04363128639544593	0.013895845300820064
-4757	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_stairway	3.280054841644155e+18	0.02399465659081595	0.007641902487364725
-4758	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_individual	3.232033121545224e+18	0.023643362256329598	0.007530021034160851
-4759	GBM_grid_1_AutoML_20190416_023844_model_8	heat_fuel_gas	2.868077180565324e+18	0.02098090743785391	0.006682073074464143
-4760	GBM_grid_1_AutoML_20190416_023844_model_8	bathroom_count	2.7244061951870894e+18	0.019929907950757872	0.006347347067269175
-4761	GBM_grid_1_AutoML_20190416_023844_model_8	room_count	1.7758502296402002e+18	0.012990915845656767	0.004137392495630394
-4762	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_mixed	1.1597170362223165e+18	0.00848370328245025	0.0027019196115953335
-4763	GBM_grid_1_AutoML_20190416_023844_model_8	heat_type_central	4.0308972447596544e+17	0.002948731036838164	0.0009391222149688143
-4764	GBM_grid_1_AutoML_20190416_023844_model_8	front_door_structure_corridor	3.1607636711859814e+17	0.0023122003294560214	0.0007363976801284425
-4765	GBM_grid_1_AutoML_20190416_022142_model_26	exclusive_use_area	3.833177602028963e+20	1.0	0.2555406049518385
-4766	GBM_grid_1_AutoML_20190416_022142_model_26	city	3.299694912075769e+20	0.8608249485568283	0.21997572811184715
-4767	GBM_grid_1_AutoML_20190416_022142_model_26	supply_area	2.7063917526971423e+20	0.7060439232621534	0.1804228912729801
-4768	GBM_grid_1_AutoML_20190416_022142_model_26	apartment_building_count_in_sites	1.0317252405877958e+20	0.2691566495749341	0.06878045305918866
-4769	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_cogeneration	8.207622084492054e+19	0.2141205792329483	0.054716502349825676
-4770	GBM_grid_1_AutoML_20190416_022142_model_26	room_count	6.949965940074427e+19	0.18131082515967165	0.04633227794561951
-4771	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_in_sites	6.0688437098538074e+19	0.15832409400079636	0.04045823475941524
-4772	GBM_grid_1_AutoML_20190416_022142_model_26	total_parking_capacity_in_site	5.959312560518018e+19	0.15546664358478085	0.03972804015148676
-4773	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_individual	4.229169441561326e+19	0.11033064158891981	0.02819395889635704
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-4775	GBM_grid_1_AutoML_20190416_022142_model_26	total_household_count_of_area_type	2.1555206381943914e+19	0.05623325767774077	0.014369880685382492
-4776	GBM_grid_1_AutoML_20190416_022142_model_26	heat_fuel_gas	1.4444286453116568e+19	0.03768227813256284	0.009629352149958545
-4777	GBM_grid_1_AutoML_20190416_022142_model_26	bathroom_count	1.0591664779598758e+19	0.027631552407048444	0.007060983617855589
-4778	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_corridor	7.834715789008568e+18	0.020439219369490016	0.005223050482422814
-4779	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_district	5.931086227863241e+18	0.015473027455664513	0.003953986796456916
-4780	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_stairway	4.418604629764342e+18	0.011527262987828956	0.0029456837573487485
-4781	GBM_grid_1_AutoML_20190416_022142_model_26	heat_type_central	1.3547939010508227e+18	0.003534388545768681	0.0009031797871205774
-4782	GBM_grid_1_AutoML_20190416_022142_model_26	front_door_structure_mixed	0.0	0.0	0.0
-4783	GBM_5_AutoML_20190416_022142	supply_area	4.7630013364075024e+20	1.0	0.3197686003049693
-4784	GBM_5_AutoML_20190416_022142	city	3.275212922288918e+20	0.6876363643347725	0.2198845177421281
-4785	GBM_5_AutoML_20190416_022142	exclusive_use_area	2.4786654783205487e+20	0.5203999124195259	0.16640755159322038
-4786	GBM_5_AutoML_20190416_022142	total_parking_capacity_in_site	7.80893652943257e+19	0.16394991262636233	0.05242603408065388
-4787	GBM_5_AutoML_20190416_022142	heat_fuel_gas	6.867006468344775e+19	0.14417393536832848	0.046102297513189505
-4788	GBM_5_AutoML_20190416_022142	apartment_building_count_in_sites	6.502994672174183e+19	0.13653144756577104	0.04365846988571791
-4789	GBM_5_AutoML_20190416_022142	total_household_count_in_sites	4.153075760240158e+19	0.08719451175658538	0.027882066978678493
-4790	GBM_5_AutoML_20190416_022142	heat_type_district	3.799996628086869e+19	0.07978155704136375	0.025511636825267952
-4791	GBM_5_AutoML_20190416_022142	heat_type_individual	3.5480886185587376e+19	0.07449270676112987	0.02382042857393502
-4792	GBM_5_AutoML_20190416_022142	floor	2.816970560692342e+19	0.059142762341046165	0.01891199833196578
-4793	GBM_5_AutoML_20190416_022142	room_count	2.2868707161740935e+19	0.04801322852239566	0.015353122880729089
-4794	GBM_5_AutoML_20190416_022142	total_household_count_of_area_type	1.744799828857271e+19	0.03663236068233581	0.011713878701257311
-4795	GBM_5_AutoML_20190416_022142	heat_fuel_cogeneration	1.6540450395890123e+19	0.03472694888716066	0.011104587838509573
-4796	GBM_5_AutoML_20190416_022142	bathroom_count	1.3488853729532707e+19	0.028320071267724407	0.00905586954981721
-4797	GBM_5_AutoML_20190416_022142	front_door_structure_stairway	1.0076388550846185e+19	0.02115554424439089	0.006764878771718724
-4798	GBM_5_AutoML_20190416_022142	front_door_structure_corridor	1.5572853225412362e+18	0.0032695462641121574	0.0010454982325074859
-4799	GBM_5_AutoML_20190416_022142	heat_type_central	8.766722317851034e+17	0.0018405878349938363	0.0005885621957343328
-4800	GBM_5_AutoML_20190416_022142	front_door_structure_mixed	0.0	0.0	0.0
-4801	GBM_grid_1_AutoML_20190416_021340_model_2	city	9.068059422361649e+19	1.0	0.23613663539076796
-4802	GBM_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	7.44104785526244e+19	0.820577756351372	0.19376847046131834
-4803	GBM_grid_1_AutoML_20190416_021340_model_2	bathroom_count	6.546431978541102e+19	0.7219220423719032	0.17047224210013262
-4804	GBM_grid_1_AutoML_20190416_021340_model_2	supply_area	3.1454012809788e+19	0.3468659758914134	0.0819077644785336
-4805	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	2.4078260112248013e+19	0.265528256827161	0.06270094916834151
-4806	GBM_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	2.28634251078811e+19	0.25213139926609174	0.05953746029906124
-4807	GBM_grid_1_AutoML_20190416_021340_model_2	floor	1.998969533803738e+19	0.22044071842695692	0.05205412955246527
-4808	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	1.3824367503725298e+19	0.15245122313198223	0.0359993188915935
-4809	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	1.185871229263387e+19	0.13077453223774127	0.03088065803742174
-4810	GBM_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	1.1295708463142797e+19	0.12456588490463363	0.02941456894585384
-4811	GBM_grid_1_AutoML_20190416_021340_model_2	room_count	4.519257772461654e+18	0.04983709922894039	0.011768364929557821
-4812	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	3.904723131511603e+18	0.04306018465078246	0.01016808712274096
-4813	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	2.980058316685705e+18	0.03286324204423432	0.007760215404357915
-4814	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	2.4179813754968474e+18	0.02666481617372461	0.00629653997457666
-4815	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	1.9675623140098048e+18	0.02169772188697657	0.005123627042035272
-4816	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.735726713880445e+18	0.019141104320514028	0.004519915971909874
-4817	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_district	2.924538751919063e+17	0.003225098795346676	0.000761563978335983
-4818	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	2.801362354044928e+17	0.0030892633402212007	0.0007294882509958796
-4819	GBM_grid_1_AutoML_20190416_022142_model_37	supply_area	4.5936592350189307e+21	1.0	0.2261461599960611
-4820	GBM_grid_1_AutoML_20190416_022142_model_37	city	4.084156876075345e+21	0.8890857303781946	0.20106332383232203
-4821	GBM_grid_1_AutoML_20190416_022142_model_37	exclusive_use_area	3.4889248390500644e+21	0.7595088491660149	0.17176000972192185
-4822	GBM_grid_1_AutoML_20190416_022142_model_37	apartment_building_count_in_sites	1.181536954426694e+21	0.2572104054692304	0.05816714550789633
-4823	GBM_grid_1_AutoML_20190416_022142_model_37	total_parking_capacity_in_site	1.0034734212534868e+21	0.2184475099075022	0.049401065526283136
-4824	GBM_grid_1_AutoML_20190416_022142_model_37	room_count	9.495927071553471e+20	0.20671814311264075	0.04674851426643991
-4825	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_cogeneration	8.055912349700823e+20	0.17537026447865423	0.03965931188934129
-4826	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_in_sites	7.933857762924665e+20	0.17271324138373903	0.039058436319405365
-4827	GBM_grid_1_AutoML_20190416_022142_model_37	bathroom_count	6.571631465635774e+20	0.14305874966819762	0.03235218689130068
-4828	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_individual	6.093438553514133e+20	0.13264890236223675	0.02999803989691228
-4829	GBM_grid_1_AutoML_20190416_022142_model_37	heat_fuel_gas	5.400704358612468e+20	0.11756867634937251	0.02658770469223032
-4830	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_district	4.124527424610071e+20	0.08978740506408228	0.0203050768712531
-4831	GBM_grid_1_AutoML_20190416_022142_model_37	floor	4.044935800976761e+20	0.08805476405696191	0.01991324676084112
-4832	GBM_grid_1_AutoML_20190416_022142_model_37	total_household_count_of_area_type	3.7170821923534904e+20	0.08091767373637528	0.018299221191295394
-4833	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_stairway	2.117851853611902e+20	0.046103808429385475	0.010426199237499557
-4834	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_corridor	1.6393176530809992e+20	0.035686531569080214	0.008070372077925698
-4835	GBM_grid_1_AutoML_20190416_022142_model_37	heat_type_central	3.809605040299678e+19	0.008293181634497054	0.0018754711807913661
-4836	GBM_grid_1_AutoML_20190416_022142_model_37	front_door_structure_mixed	3.4229921778887557e+18	0.0007451558774308276	0.00016851414027947725
-4837	GBM_grid_1_AutoML_20190416_023844_model_59	supply_area	2.4802179887389685e+20	1.0	0.42038216504423304
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-4839	GBM_grid_1_AutoML_20190416_023844_model_59	heat_fuel_gas	4.925115881673772e+19	0.19857592776261884	0.08347777843851693
-4840	GBM_grid_1_AutoML_20190416_023844_model_59	apartment_building_count_in_sites	4.482240074684668e+19	0.1807196018670762	0.0759712974988133
-4841	GBM_grid_1_AutoML_20190416_023844_model_59	city	3.975759719051978e+19	0.1602988018433572	0.06738675737290699
-4842	GBM_grid_1_AutoML_20190416_023844_model_59	total_household_count_of_area_type	3.815583304922222e+19	0.15384064313081613	0.0646718626311297
-4843	GBM_grid_1_AutoML_20190416_023844_model_59	total_parking_capacity_in_site	3.710500339827763e+19	0.14960379920937167	0.06289076901047838
-4844	GBM_grid_1_AutoML_20190416_023844_model_59	floor	2.316611186291481e+19	0.09340353133513594	0.03926517872544131
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-4846	GBM_grid_1_AutoML_20190416_023844_model_59	heat_fuel_cogeneration	1.1775668378411205e+19	0.04747836049845915	0.01995905597909285
-4847	GBM_grid_1_AutoML_20190416_023844_model_59	exclusive_use_area	9.530796587492573e+18	0.03842725369610907	0.016154132105474336
-4848	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_individual	8.139010030042087e+18	0.03281570437355086	0.013795136852004815
-4849	GBM_grid_1_AutoML_20190416_023844_model_59	front_door_structure_stairway	6.778901502099456e+18	0.02733187781428072	0.011489833970291768
-4850	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_district	2.9751336041048965e+18	0.011995452083699953	0.005042674117630142
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-4853	GBM_grid_1_AutoML_20190416_023844_model_59	heat_type_central	3.7398101312405504e+17	0.0015078554176369003	0.0006338755250398764
-4854	GBM_grid_1_AutoML_20190416_023844_model_59	front_door_structure_mixed	2.3572017471029248e+17	0.0009504010364433372	0.0003995316453603331
-4855	GBM_grid_1_AutoML_20190416_023844_model_32	city	7.444827360512222e+20	1.0	0.22672076037148203
-4856	GBM_grid_1_AutoML_20190416_023844_model_32	exclusive_use_area	7.059405082277204e+20	0.9482295210390883	0.2149833180166683
-4857	GBM_grid_1_AutoML_20190416_023844_model_32	supply_area	7.059101792989799e+20	0.9481887827824815	0.21497408180815422
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-4859	GBM_grid_1_AutoML_20190416_023844_model_32	apartment_building_count_in_sites	1.700724234000196e+20	0.22844374377583712	0.05179293929096581
-4860	GBM_grid_1_AutoML_20190416_023844_model_32	room_count	1.4753678030056456e+20	0.19817354138137283	0.04493005598749421
-4861	GBM_grid_1_AutoML_20190416_023844_model_32	total_household_count_in_sites	9.673498903126737e+19	0.12993583913625065	0.02945915224847732
-4862	GBM_grid_1_AutoML_20190416_023844_model_32	heat_fuel_gas	8.811377113443389e+19	0.11835569431978264	0.026833693010475817
-4863	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_district	8.201731340995081e+19	0.1101668439552745	0.024977110629266244
-4864	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_individual	7.773889376394884e+19	0.10442000868452672	0.023674183766952656
-4865	GBM_grid_1_AutoML_20190416_023844_model_32	bathroom_count	7.397755244625736e+19	0.09936772051778986	0.02252872515217423
-4866	GBM_grid_1_AutoML_20190416_023844_model_32	heat_fuel_cogeneration	6.973628309913469e+19	0.0936707860668735	0.021237111841675985
-4867	GBM_grid_1_AutoML_20190416_023844_model_32	floor	6.381510072225864e+19	0.08571736808933607	0.019433906870256482
-4868	GBM_grid_1_AutoML_20190416_023844_model_32	total_household_count_of_area_type	3.872216949845708e+19	0.052012179226400355	0.01179224082278729
-4869	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_stairway	2.5266383581129736e+19	0.03393817258294536	0.007694488293623956
-4870	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_corridor	1.4463631260695658e+19	0.019427759114216084	0.00440467631868906
-4871	GBM_grid_1_AutoML_20190416_023844_model_32	heat_type_central	1.2644916982563471e+18	0.0016984835739284989	0.00038508148735954157
-4872	GBM_grid_1_AutoML_20190416_023844_model_32	front_door_structure_mixed	0.0	0.0	0.0
-4873	GBM_5_AutoML_20190416_021340	city	3.510466893073917e+20	1.0	0.23436357978385883
-4874	GBM_5_AutoML_20190416_021340	supply_area	3.444496195407357e+20	0.9812074291893427	0.2299592856153315
-4875	GBM_5_AutoML_20190416_021340	exclusive_use_area	3.1004577756232234e+20	0.8832038216171092	0.2069908093129704
-4876	GBM_5_AutoML_20190416_021340	apartment_building_count_in_sites	1.0590519748189592e+20	0.30168407994630236	0.07070376094001528
-4877	GBM_5_AutoML_20190416_021340	heat_fuel_cogeneration	6.309072047164726e+19	0.1797217361488981	0.0421202294488259
-4878	GBM_5_AutoML_20190416_021340	total_parking_capacity_in_site	5.874645327328104e+19	0.16734655264570833	0.039219937142536195
-4879	GBM_5_AutoML_20190416_021340	room_count	4.96443353787374e+19	0.14141804179006703	0.033143238519943455
-4880	GBM_5_AutoML_20190416_021340	heat_type_individual	4.813595056096359e+19	0.13712122070125454	0.032136220147878584
-4881	GBM_5_AutoML_20190416_021340	total_household_count_in_sites	3.86131375274003e+19	0.10999430760501765	0.02577865968615886
-4882	GBM_5_AutoML_20190416_021340	heat_fuel_gas	3.7726975135877956e+19	0.10746996420992475	0.02518704553148115
-4883	GBM_5_AutoML_20190416_021340	floor	2.7759264513344406e+19	0.07907570519497818	0.01853246534342817
-4884	GBM_5_AutoML_20190416_021340	bathroom_count	2.5544841497933775e+19	0.07276764680029671	0.017054086196564996
-4885	GBM_5_AutoML_20190416_021340	total_household_count_of_area_type	2.0879862150908084e+19	0.05947887499552737	0.013939682065468443
-4886	GBM_5_AutoML_20190416_021340	front_door_structure_stairway	9.028104269319897e+18	0.025717673871621383	0.006027286112266999
-4887	GBM_5_AutoML_20190416_021340	heat_type_district	4.0336738552171725e+18	0.01149041987313862	0.00269293593468836
-4888	GBM_5_AutoML_20190416_021340	front_door_structure_corridor	2.725493337309053e+18	0.007763905543978775	0.0018195766963906134
-4889	GBM_5_AutoML_20190416_021340	heat_type_central	4.9609755050849075e+17	0.0014131953544050837	0.0003312015221922945
-4890	GBM_5_AutoML_20190416_021340	front_door_structure_mixed	0.0	0.0	0.0
-4891	GBM_grid_1_AutoML_20190416_030706_model_18	city	7.170406146717935e+19	1.0	0.1881571402100079
-4892	GBM_grid_1_AutoML_20190416_030706_model_18	supply_area	6.0484833933353026e+19	0.8435342809840467	0.15871699797906347
-4893	GBM_grid_1_AutoML_20190416_030706_model_18	room_count	5.675607334421581e+19	0.791532197519863	0.14893243466948053
-4894	GBM_grid_1_AutoML_20190416_030706_model_18	exclusive_use_area	4.420227618878102e+19	0.6164542884228873	0.11599027597984585
-4895	GBM_grid_1_AutoML_20190416_030706_model_18	total_household_count_in_sites	3.358976796725451e+19	0.46845000520130015	0.08814221331003995
-4896	GBM_grid_1_AutoML_20190416_030706_model_18	total_parking_capacity_in_site	3.3015954838950773e+19	0.4604474860055585	0.08663648218369352
-4897	GBM_grid_1_AutoML_20190416_030706_model_18	apartment_building_count_in_sites	2.071365777423021e+19	0.288877050342697	0.054354279664784344
-4898	GBM_grid_1_AutoML_20190416_030706_model_18	total_household_count_of_area_type	1.408900016132168e+19	0.19648817477055397	0.03697065304991166
-4899	GBM_grid_1_AutoML_20190416_030706_model_18	heat_fuel_gas	1.2508535759277392e+19	0.1744466840975646	0.03282338919891642
-4900	GBM_grid_1_AutoML_20190416_030706_model_18	heat_fuel_cogeneration	1.036601200823029e+19	0.14456659491980184	0.027201237070008568
-4901	GBM_grid_1_AutoML_20190416_030706_model_18	floor	9.248717978898268e+18	0.12898457618236348	0.024269368985673407
-4902	GBM_grid_1_AutoML_20190416_030706_model_18	heat_type_individual	6.409822936445747e+18	0.0893927457565242	0.01681988339706791
-4903	GBM_grid_1_AutoML_20190416_030706_model_18	bathroom_count	2.884039615499469e+18	0.04022142618545481	0.007567948526223103
-4904	GBM_grid_1_AutoML_20190416_030706_model_18	front_door_structure_corridor	1.9560913840751247e+18	0.027280063974764863	0.005132938822237817
-4905	GBM_grid_1_AutoML_20190416_030706_model_18	heat_type_central	1.6567454951224115e+18	0.023105322923454526	0.004347431484905942
-4906	GBM_grid_1_AutoML_20190416_030706_model_18	front_door_structure_stairway	8.361436834294661e+17	0.0116610365761804	0.002194107294058406
-4907	GBM_grid_1_AutoML_20190416_030706_model_18	heat_type_district	6.64316129409237e+17	0.009264693182175047	0.0017432181740812144
-4908	GBM_grid_1_AutoML_20190416_030706_model_18	front_door_structure_mixed	0.0	0.0	0.0
-4909	XGBoost_grid_1_AutoML_20190416_030706_model_28	city	6.182064468368692e+20	1.0	0.2658274959372676
-4910	XGBoost_grid_1_AutoML_20190416_030706_model_28	supply_area	5.806559257250633e+20	0.939258929919062	0.2496808493771018
-4911	XGBoost_grid_1_AutoML_20190416_030706_model_28	exclusive_use_area	5.384302459875817e+20	0.8709554045295508	0.23152389425912046
-4912	XGBoost_grid_1_AutoML_20190416_030706_model_28	apartment_building_count_in_sites	1.2966939089376274e+20	0.20975095222191945	0.05575757039961031
-4913	XGBoost_grid_1_AutoML_20190416_030706_model_28	total_parking_capacity_in_site	9.776589992956317e+19	0.15814441992605327	0.04203913514539447
-4914	XGBoost_grid_1_AutoML_20190416_030706_model_28	heat_type_individual	6.01146503585134e+19	0.09724041324075079	0.02584917555569391
-4915	XGBoost_grid_1_AutoML_20190416_030706_model_28	heat_fuel_cogeneration	5.956698361671818e+19	0.0963545170411925	0.02561367998730498
-4916	XGBoost_grid_1_AutoML_20190416_030706_model_28	total_household_count_in_sites	4.8695839474013176e+19	0.07876954328634317	0.020939110447930814
-4917	XGBoost_grid_1_AutoML_20190416_030706_model_28	room_count	4.344434324133642e+19	0.07027481428513864	0.01868097790887493
-4918	XGBoost_grid_1_AutoML_20190416_030706_model_28	heat_fuel_gas	3.999573381691002e+19	0.064696403639194	0.017198082975553673
-4919	XGBoost_grid_1_AutoML_20190416_030706_model_28	bathroom_count	3.7180724565059305e+19	0.06014289361636253	0.01598763480845913
-4920	XGBoost_grid_1_AutoML_20190416_030706_model_28	floor	3.058331614882195e+19	0.0494710404676388	0.013150762808923655
-4921	XGBoost_grid_1_AutoML_20190416_030706_model_28	total_household_count_of_area_type	2.4513064184475288e+19	0.03965190643012452	0.010540566995458842
-4922	XGBoost_grid_1_AutoML_20190416_030706_model_28	front_door_structure_corridor	8.347924386145108e+18	0.013503457346422557	0.0035895902528952093
-4923	XGBoost_grid_1_AutoML_20190416_030706_model_28	heat_type_district	4.510043865020891e+18	0.007295368542494333	0.0019393095515907823
-4924	XGBoost_grid_1_AutoML_20190416_030706_model_28	front_door_structure_stairway	1.9577013439760957e+18	0.0031667436565777016	0.000841807536503277
-4925	XGBoost_grid_1_AutoML_20190416_030706_model_28	heat_type_central	1.85172546548872e+18	0.002995318918078751	0.0007962381275264
-4926	XGBoost_grid_1_AutoML_20190416_030706_model_28	front_door_structure_mixed	1.026003176605614e+17	0.00016596448999444893	4.411792478973007e-05
-4927	GBM_grid_1_AutoML_20190416_021340_model_15	supply_area	3.385106030852571e+20	1.0	0.23516244512971154
-4928	GBM_grid_1_AutoML_20190416_021340_model_15	exclusive_use_area	3.315208053573456e+20	0.9793513182033146	0.23030665062969763
-4929	GBM_grid_1_AutoML_20190416_021340_model_15	city	3.033644764088857e+20	0.8961742221483102	0.21074652134261393
-4930	GBM_grid_1_AutoML_20190416_021340_model_15	apartment_building_count_in_sites	9.231277965263136e+19	0.2727027715270163	0.06412945054594223
-4931	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_gas	7.214346149801073e+19	0.21312024155367656	0.050117877110397335
-4932	GBM_grid_1_AutoML_20190416_021340_model_15	total_parking_capacity_in_site	4.562937191289009e+19	0.13479451307289744	0.031698607284291434
-4933	GBM_grid_1_AutoML_20190416_021340_model_15	bathroom_count	4.194995300756095e+19	0.12392507834383981	0.029142524436228435
-4934	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_cogeneration	4.0744813496727765e+19	0.12036495496853254	0.028305317118327733
-4935	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_in_sites	3.9014278951631585e+19	0.11525275307788652	0.02710311922172668
-4936	GBM_grid_1_AutoML_20190416_021340_model_15	room_count	3.4210237771971297e+19	0.10106105232796836	0.023765764172826765
-4937	GBM_grid_1_AutoML_20190416_021340_model_15	floor	3.003428821163154e+19	0.08872480784321878	0.020864742756075135
-4938	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_individual	2.310147597236437e+19	0.06824446785953717	0.01604853592842477
-4939	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_of_area_type	1.9494017904049914e+19	0.05758761387790314	0.013542444088713412
-4940	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_district	1.3719628026063356e+19	0.040529389333804525	0.009530990295351522
-4941	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_stairway	7.113431213385187e+18	0.02101390960446105	0.004941682364319791
-4942	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_mixed	3.022983800389894e+18	0.008930248485092584	0.0021000590693702743
-4943	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_corridor	2.2649928537069322e+18	0.006691054380758857	0.0015734847086751208
-4944	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_central	1.3240063385225134e+18	0.003911269917264748	0.0009197837973062627
-4945	GBM_grid_1_AutoML_20190416_023844_model_29	exclusive_use_area	1.0788336843384632e+20	1.0	0.3230367508012214
-4946	GBM_grid_1_AutoML_20190416_023844_model_29	city	7.973502633785059e+19	0.7390854354602749	0.23875175763559303
-4947	GBM_grid_1_AutoML_20190416_023844_model_29	supply_area	3.770066602164853e+19	0.34945762788975615	0.1128876566562091
-4948	GBM_grid_1_AutoML_20190416_023844_model_29	total_parking_capacity_in_site	2.7935368892718776e+19	0.2589404585550055	0.08364728438258733
-4949	GBM_grid_1_AutoML_20190416_023844_model_29	heat_fuel_gas	1.9202774866038096e+19	0.17799569242976657	0.05749915013912535
-4950	GBM_grid_1_AutoML_20190416_023844_model_29	total_household_count_in_sites	1.6575867864444043e+19	0.15364618388429635	0.04963336401499008
-4951	GBM_grid_1_AutoML_20190416_023844_model_29	total_household_count_of_area_type	1.2878902952558854e+19	0.11937802035219311	0.03856348781165454
-4952	GBM_grid_1_AutoML_20190416_023844_model_29	apartment_building_count_in_sites	1.2674172787955335e+19	0.1174803213131697	0.03795046128008982
-4953	GBM_grid_1_AutoML_20190416_023844_model_29	floor	8.038339844914545e+18	0.07450953711964996	0.024069318774834716
-4954	GBM_grid_1_AutoML_20190416_023844_model_29	room_count	2.7403535118363525e+18	0.02540107480530446	0.00820548067196432
-4955	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_stairway	1.9300002480259072e+18	0.017889692137387943	0.005779028020895959
-4956	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_individual	1.678158758951256e+18	0.015555305542580429	0.005024935360195412
-4957	GBM_grid_1_AutoML_20190416_023844_model_29	heat_fuel_cogeneration	1.5941152512199885e+18	0.014776283632611027	0.0047732826535959345
-4958	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_corridor	1.3304298228909343e+18	0.012332112374733173	0.003983725512049338
-4959	GBM_grid_1_AutoML_20190416_023844_model_29	bathroom_count	1.0111854535350682e+18	0.009372950327882313	0.003027807419340345
-4960	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_district	6.358845454213448e+17	0.005894185124663278	0.0019040384112921172
-4961	GBM_grid_1_AutoML_20190416_023844_model_29	heat_type_central	4.2162250835820544e+17	0.003908132592437015	0.0012624704543612072
-4962	GBM_grid_1_AutoML_20190416_023844_model_29	front_door_structure_mixed	0.0	0.0	0.0
-4963	GBM_5_AutoML_20190416_030706	supply_area	5.107656890078074e+20	1.0	0.33854227858892827
-4964	GBM_5_AutoML_20190416_030706	city	3.1308690357944844e+20	0.6129755978472992	0.20751815561463524
-4965	GBM_5_AutoML_20190416_030706	exclusive_use_area	2.0134837469973578e+20	0.3942088887976538	0.13345637545356717
-4966	GBM_5_AutoML_20190416_030706	heat_fuel_cogeneration	8.443973103998783e+19	0.16531989688660764	0.05596777458807882
-4967	GBM_5_AutoML_20190416_030706	heat_type_individual	7.013957077006339e+19	0.137322401013885	0.046489438540543174
-4968	GBM_5_AutoML_20190416_030706	total_parking_capacity_in_site	6.536341100626025e+19	0.12797142097236905	0.04332373645024878
-4969	GBM_5_AutoML_20190416_030706	apartment_building_count_in_sites	6.237280095136068e+19	0.12211627032450739	0.041341520408440253
-4970	GBM_5_AutoML_20190416_030706	heat_fuel_gas	4.4807627708615885e+19	0.08772638545016083	0.02969909042266805
-4971	GBM_5_AutoML_20190416_030706	total_household_count_in_sites	4.441815869982507e+19	0.08696386553707235	0.029440945193821642
-4972	GBM_5_AutoML_20190416_030706	room_count	2.4922553100984648e+19	0.048794493516974846	0.016518999017829352
-4973	GBM_5_AutoML_20190416_030706	floor	2.455090277763357e+19	0.04806685982632301	0.01627266425021801
-4974	GBM_5_AutoML_20190416_030706	total_household_count_of_area_type	2.3886353551759245e+19	0.04676577551275988	0.015832192202068034
-4975	GBM_5_AutoML_20190416_030706	bathroom_count	1.2597758928848159e+19	0.024664458087073255	0.0083499618409589
-4976	GBM_5_AutoML_20190416_030706	front_door_structure_stairway	1.1042810893149667e+19	0.021620111003542507	0.0073193216424848415
-4977	GBM_5_AutoML_20190416_030706	heat_type_district	7.304305882211287e+18	0.014300698029267263	0.0048413908962403355
-4978	GBM_5_AutoML_20190416_030706	front_door_structure_corridor	6.59250404462166e+18	0.012907100430782635	0.004369599189813291
-4979	GBM_5_AutoML_20190416_030706	heat_type_central	1.081082301065986e+18	0.00211659147106387	0.000716555699455854
-4980	GBM_5_AutoML_20190416_030706	front_door_structure_mixed	0.0	0.0	0.0
-4981	GBM_grid_1_AutoML_20190416_021340_model_4	city	3.7603826842895416e+21	1.0	0.2808971970926132
-4982	GBM_grid_1_AutoML_20190416_021340_model_4	supply_area	3.542755239496117e+21	0.9421262506864932	0.2646406231252086
-4983	GBM_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	2.4054986617681483e+21	0.6396951756580661	0.1796885818360176
-4984	GBM_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	5.749995101462022e+20	0.15290983881733258	0.042951945131671984
-4985	GBM_grid_1_AutoML_20190416_021340_model_4	bathroom_count	5.1755127664011536e+20	0.1376326081923488	0.03866061386977661
-4986	GBM_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	4.44863354576216e+20	0.11830268138261708	0.03323089160891761
-4987	GBM_grid_1_AutoML_20190416_021340_model_4	room_count	3.3335415743377834e+20	0.08864899809971329	0.024901255091277857
-4988	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	2.954714606650817e+20	0.07857483811409101	0.022071451788253996
-4989	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	2.9191560487648205e+20	0.07762922802938989	0.02180583256591894
-4990	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	2.5033131864999382e+20	0.06657070294889136	0.018699523866828546
-4991	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_district	2.4747631796121764e+20	0.06581147152792348	0.018486257888734023
-4992	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	2.40780767137085e+20	0.06403092114614826	0.017986106277211183
-4993	GBM_grid_1_AutoML_20190416_021340_model_4	floor	1.6218927687258656e+20	0.04313105619547585	0.012115392792953157
-4994	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	1.18584466506246e+20	0.03153521236061389	0.008858152761816772
-4995	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	1.0724540539913162e+20	0.028519811520032506	0.00801113511758675
-4996	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	7.583189200064112e+19	0.020166003932913075	0.0056645739813138965
-4997	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_central	1.345452257846703e+19	0.0035779663156833797	0.0010050407093672453
-4998	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	4.356471502556627e+18	0.001158518126561288	0.0003254244945320511
-4999	GBM_grid_1_AutoML_20190416_022142_model_13	supply_area	4.58095915443849e+20	1.0	0.2765751415246082
-5000	GBM_grid_1_AutoML_20190416_022142_model_13	city	3.1975011996563145e+20	0.6979981903043725	0.19304894826735225
-5001	GBM_grid_1_AutoML_20190416_022142_model_13	exclusive_use_area	1.7090960034950126e+20	0.3730869335167658	0.1031865714383816
-5002	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_gas	1.3903331570101938e+20	0.3035026312476723	0.08394128319041595
-5003	GBM_grid_1_AutoML_20190416_022142_model_13	room_count	1.0100846527299086e+20	0.2204963237341328	0.06098380194242361
-5004	GBM_grid_1_AutoML_20190416_022142_model_13	total_parking_capacity_in_site	8.416957663499675e+19	0.18373788937507743	0.050817332757344846
-5005	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_in_sites	8.14419697614612e+19	0.17778366280029392	0.049170541699754516
-5006	GBM_grid_1_AutoML_20190416_022142_model_13	apartment_building_count_in_sites	5.4057546354211684e+19	0.11800486433465651	0.032637212053949816
-5007	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_individual	4.408146185112099e+19	0.09622758109163772	0.026614156858990413
-5008	GBM_grid_1_AutoML_20190416_022142_model_13	bathroom_count	4.255359808534951e+19	0.09289233248045736	0.025691710002333456
-5009	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_district	4.12719281671766e+19	0.09009451247166926	0.024917902537442506
-5010	GBM_grid_1_AutoML_20190416_022142_model_13	total_household_count_of_area_type	3.470204492502899e+19	0.07575279271243052	0.02095133936532478
-5011	GBM_grid_1_AutoML_20190416_022142_model_13	heat_fuel_cogeneration	3.210607158357079e+19	0.07008591541896467	0.019384021975881873
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-5013	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_stairway	1.4786541333099053e+19	0.03227826495412511	0.008927365697855955
-5014	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_corridor	6.553079955696124e+18	0.014305039042635529	0.003956418197731968
-5015	GBM_grid_1_AutoML_20190416_022142_model_13	heat_type_central	1.454550529454637e+18	0.0031752095585600745	0.0008781840330290414
-5016	GBM_grid_1_AutoML_20190416_022142_model_13	front_door_structure_mixed	0.0	0.0	0.0
-5017	GBM_grid_1_AutoML_20190416_015849_model_1	supply_area	5.330900745819295e+21	1.0	0.22625258845673918
-5018	GBM_grid_1_AutoML_20190416_015849_model_1	city	5.036137898408082e+21	0.9447067462956654	0.2137423466819383
-5019	GBM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	3.4335207120092225e+21	0.644078904433163	0.14572451929838387
-5020	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.4081338808279803e+21	0.2641455821386836	0.05976362168828939
-5021	GBM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	1.2781668917189972e+21	0.23976565174682474	0.05424759933073618
-5022	GBM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.1527579676453781e+21	0.21624074853567982	0.048925029086020394
-5023	GBM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	1.1291198398387055e+21	0.21180657710129128	0.047921786321329055
-5024	GBM_grid_1_AutoML_20190416_015849_model_1	room_count	9.056522818597442e+20	0.16988729016761248	0.03843743914632346
-5025	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	6.829400619807859e+20	0.12810969375416992	0.0289851498182811
-5026	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	6.53833930907788e+20	0.12264980386673878	0.02774983559856103
-5027	GBM_grid_1_AutoML_20190416_015849_model_1	floor	6.356077224783312e+20	0.11923083035766521	0.02697628399226811
-5028	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	5.228164420013486e+20	0.09807281488243093	0.02218922822438861
-5029	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	4.6438343310486746e+20	0.08711162620483143	0.019709230913519022
-5030	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	4.045058946279072e+20	0.07587946463740428	0.017167925284924324
-5031	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	2.2603390607912075e+20	0.042400696778379446	0.009593267398477672
-5032	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	2.078297582509637e+20	0.038985861519547534	0.008820652082013613
-5033	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	6.840909779761837e+19	0.012832558897531062	0.0029033996670899623
-5034	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	2.0972218928618013e+19	0.003934085425444333	0.0008900970107167124
-5035	GBM_5_AutoML_20190416_020809	supply_area	5.210785099420208e+20	1.0	0.3477745722857248
-5036	GBM_5_AutoML_20190416_020809	city	3.368282623338296e+20	0.646405975121307	0.2248035615207494
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-5038	GBM_5_AutoML_20190416_020809	heat_fuel_gas	7.820231592482387e+19	0.15007779908928745	0.05219324238785988
-5039	GBM_5_AutoML_20190416_020809	total_parking_capacity_in_site	7.530459261223882e+19	0.14451678811436264	0.050259264174579175
-5040	GBM_5_AutoML_20190416_020809	apartment_building_count_in_sites	4.8376857956655825e+19	0.09283986392384251	0.032287343967179215
-5041	GBM_5_AutoML_20190416_020809	total_household_count_in_sites	4.719060365754132e+19	0.09056332732430687	0.03149562242498291
-5042	GBM_5_AutoML_20190416_020809	heat_type_individual	3.273506700144935e+19	0.06282175598662033	0.021847809318485057
-5043	GBM_5_AutoML_20190416_020809	floor	2.5164362096211657e+19	0.04829284189634234	0.016795022434962587
-5044	GBM_5_AutoML_20190416_020809	front_door_structure_stairway	2.1651695124351025e+19	0.041551694631889846	0.014450622828352537
-5045	GBM_5_AutoML_20190416_020809	heat_fuel_cogeneration	2.122593343575058e+19	0.04073461682024143	0.014166463941882352
-5046	GBM_5_AutoML_20190416_020809	heat_type_district	1.977114321276109e+19	0.03794273384055116	0.013195518032748776
-5047	GBM_5_AutoML_20190416_020809	total_household_count_of_area_type	1.6802796069300732e+19	0.03224618891147582	0.011214404556533183
-5048	GBM_5_AutoML_20190416_020809	bathroom_count	1.0432203707734032e+19	0.02002040673082987	0.006962588387800604
-5049	GBM_5_AutoML_20190416_020809	front_door_structure_corridor	3.3114395764253e+18	0.006354972452795561	0.0022100978266585396
-5050	GBM_5_AutoML_20190416_020809	room_count	6.030973148394947e+17	0.0011574020101243476	0.00040251498903363307
-5051	GBM_5_AutoML_20190416_020809	heat_type_central	5.239438163532841e+17	0.0010054987998096144	0.00034968691503759825
-5052	GBM_5_AutoML_20190416_020809	front_door_structure_mixed	0.0	0.0	0.0
-5053	GBM_grid_1_AutoML_20190416_030706_model_56	supply_area	2.9650554343452133e+21	1.0	0.2598647402677103
-5054	GBM_grid_1_AutoML_20190416_030706_model_56	city	2.754238276613303e+21	0.9288994211406824	0.24138820680954984
-5055	GBM_grid_1_AutoML_20190416_030706_model_56	exclusive_use_area	2.2416671367361294e+21	0.7560287442757936	0.19646521326615227
-5056	GBM_grid_1_AutoML_20190416_030706_model_56	apartment_building_count_in_sites	6.080157860425483e+20	0.20506051219134092	0.05328799673976645
-5057	GBM_grid_1_AutoML_20190416_030706_model_56	total_parking_capacity_in_site	4.182755449354762e+20	0.14106837264843444	0.036658696018273984
-5058	GBM_grid_1_AutoML_20190416_030706_model_56	room_count	4.1329206565718616e+20	0.1393876353439764	0.03622193165519274
-5059	GBM_grid_1_AutoML_20190416_030706_model_56	heat_type_district	3.0861254216528377e+20	0.10408322845857217	0.027047561129611607
-5060	GBM_grid_1_AutoML_20190416_030706_model_56	total_household_count_in_sites	3.001144607746682e+20	0.10121715003987566	0.02630276840575015
-5061	GBM_grid_1_AutoML_20190416_030706_model_56	heat_fuel_cogeneration	2.822840061624666e+20	0.09520361841896041	0.024740063572989343
-5062	GBM_grid_1_AutoML_20190416_030706_model_56	heat_fuel_gas	2.5956587931717285e+20	0.08754166155227178	0.022748991141884903
-5063	GBM_grid_1_AutoML_20190416_030706_model_56	heat_type_individual	2.2843694591622984e+20	0.07704306073679752	0.020020774967797316
-5064	GBM_grid_1_AutoML_20190416_030706_model_56	bathroom_count	2.0115721800617715e+20	0.0678426499808762	0.017629912616353573
-5065	GBM_grid_1_AutoML_20190416_030706_model_56	floor	1.57060239846965e+20	0.05297042275422055	0.013765145150896333
-5066	GBM_grid_1_AutoML_20190416_030706_model_56	total_household_count_of_area_type	1.1861235891721942e+20	0.040003420355415084	0.010395478440479975
-5067	GBM_grid_1_AutoML_20190416_030706_model_56	front_door_structure_stairway	9.25189160926068e+19	0.03120309826957356	0.008108585027370573
-5068	GBM_grid_1_AutoML_20190416_030706_model_56	front_door_structure_corridor	4.888744476831593e+19	0.01648786872651235	0.0042846157241832345
-5069	GBM_grid_1_AutoML_20190416_030706_model_56	heat_type_central	1.22009253911745e+19	0.004114906335256726	0.0010693190660374446
-5070	GBM_grid_1_AutoML_20190416_030706_model_56	front_door_structure_mixed	0.0	0.0	0.0
-5071	GBM_5_AutoML_20190416_015849	supply_area	3.5811737590673546e+20	1.0	0.2425989195567782
-5072	GBM_5_AutoML_20190416_015849	city	3.464669155144489e+20	0.9674674808425919	0.23470656555873082
-5073	GBM_5_AutoML_20190416_015849	exclusive_use_area	3.261974098603053e+20	0.9108673072184493	0.22097542459078776
-5074	GBM_5_AutoML_20190416_015849	total_parking_capacity_in_site	7.203043610072187e+19	0.2011363897614417	0.04879547083967678
-5075	GBM_5_AutoML_20190416_015849	apartment_building_count_in_sites	6.176827626426991e+19	0.1724805340926999	0.04184359121546504
-5076	GBM_5_AutoML_20190416_015849	total_household_count_in_sites	5.3229372205938246e+19	0.14863666436503986	0.03605909418148214
-5077	GBM_5_AutoML_20190416_015849	heat_fuel_cogeneration	5.229796271190966e+19	0.14603581459708234	0.035428130837846156
-5078	GBM_5_AutoML_20190416_015849	heat_type_individual	3.7780275061546025e+19	0.1054969057725508	0.025593435357004063
-5079	GBM_5_AutoML_20190416_015849	heat_fuel_gas	3.3768698091512267e+19	0.09429505621170041	0.022875878756504188
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-5083	GBM_5_AutoML_20190416_015849	heat_type_district	1.8176799675439383e+19	0.05075654212370072	0.012313482279647894
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-5085	GBM_5_AutoML_20190416_015849	bathroom_count	1.2704203749044781e+19	0.03547497162593233	0.008606189787758546
-5086	GBM_5_AutoML_20190416_015849	front_door_structure_corridor	8.993240954626376e+18	0.025112551246238568	0.006092277799651701
-5087	GBM_5_AutoML_20190416_015849	heat_type_central	7.630070561678295e+17	0.0021306060735978905	0.0005168827314559577
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-5101	GBM_5_AutoML_20190416_023844	total_household_count_of_area_type	1.9878385178887848e+19	0.04346975662668753	0.013367440583569985
-5102	GBM_5_AutoML_20190416_023844	bathroom_count	1.375357984561745e+19	0.030076123551005387	0.00924874730734858
-5103	GBM_5_AutoML_20190416_023844	front_door_structure_stairway	1.0585165566366974e+19	0.023147482397707968	0.007118111984566035
-5104	GBM_5_AutoML_20190416_023844	front_door_structure_corridor	6.735647814174376e+18	0.0147294143146099	0.004529461077324112
-5105	GBM_5_AutoML_20190416_023844	heat_type_central	2.8863032350631526e+17	0.0006311724923826822	0.00019409266222414112
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-5107	GBM_grid_1_AutoML_20190416_023844_model_9	supply_area	3.17221770987328e+20	1.0	0.2424973144120497
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-5110	GBM_grid_1_AutoML_20190416_023844_model_9	heat_fuel_gas	7.614814672916159e+19	0.24004703867630658	0.05821076221156977
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-5113	GBM_grid_1_AutoML_20190416_023844_model_9	total_parking_capacity_in_site	5.8345245878352085e+19	0.183925730244671	0.04460149563560782
-5114	GBM_grid_1_AutoML_20190416_023844_model_9	total_household_count_in_sites	5.8260711026362155e+19	0.18365924521835383	0.044536873732394885
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-5116	GBM_grid_1_AutoML_20190416_023844_model_9	heat_type_individual	1.869990882502823e+19	0.058949008344623466	0.014294976210824697
-5117	GBM_grid_1_AutoML_20190416_023844_model_9	bathroom_count	1.848084652635665e+19	0.058258443198385974	0.014127516017435542
-5118	GBM_grid_1_AutoML_20190416_023844_model_9	heat_fuel_cogeneration	1.8088599051682447e+19	0.05702193451408803	0.013827665982246114
-5119	GBM_grid_1_AutoML_20190416_023844_model_9	total_household_count_of_area_type	1.7223114075832058e+19	0.05429360671629334	0.01316605381844516
-5120	GBM_grid_1_AutoML_20190416_023844_model_9	front_door_structure_stairway	1.1503910885466833e+19	0.03626456926226031	0.00879406065440789
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-5123	GBM_grid_1_AutoML_20190416_023844_model_9	heat_type_central	6.82373202713772e+17	0.0021510919650626083	0.0005216340245810211
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-5125	GBM_grid_1_AutoML_20190416_030706_model_69	supply_area	4.9583893025535295e+20	1.0	0.33546585398530643
-5126	GBM_grid_1_AutoML_20190416_030706_model_69	city	3.608536293397118e+20	0.7277638106267195	0.24413990823149326
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-5128	GBM_grid_1_AutoML_20190416_030706_model_69	apartment_building_count_in_sites	8.733051423517835e+19	0.17612678010216717	0.05908452069665578
-5129	GBM_grid_1_AutoML_20190416_030706_model_69	heat_fuel_cogeneration	6.5166000290562834e+19	0.13142574395480178	0.044088849431451804
-5130	GBM_grid_1_AutoML_20190416_030706_model_69	total_parking_capacity_in_site	4.018456394386427e+19	0.08104358389763698	0.02718735508225062
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-5133	GBM_grid_1_AutoML_20190416_030706_model_69	heat_type_individual	2.587194840622039e+19	0.05217813049269155	0.017503981105087527
-5134	GBM_grid_1_AutoML_20190416_030706_model_69	total_household_count_in_sites	1.8905084291841e+19	0.03812747071333233	0.012790464523147789
-5135	GBM_grid_1_AutoML_20190416_030706_model_69	floor	1.8358644605022372e+19	0.03702541991926253	0.012420764112379981
-5136	GBM_grid_1_AutoML_20190416_030706_model_69	front_door_structure_mixed	1.1868537528539677e+19	0.023936276085517284	0.008029803298256123
-5137	GBM_grid_1_AutoML_20190416_030706_model_69	front_door_structure_corridor	6.32323254746769e+18	0.012752593960726878	0.004278059823563104
-5138	GBM_grid_1_AutoML_20190416_030706_model_69	total_household_count_of_area_type	5.330888119027761e+18	0.010751249637220696	0.0036066771409594568
-5139	GBM_grid_1_AutoML_20190416_030706_model_69	front_door_structure_stairway	4.486061042517934e+18	0.009047415942527243	0.003035099115520178
-5140	GBM_grid_1_AutoML_20190416_030706_model_69	heat_type_central	3.712314643964756e+18	0.007486936618818826	0.0025116115865659204
-5141	GBM_grid_1_AutoML_20190416_030706_model_69	room_count	3.696898597590139e+17	0.0007455845783803758	0.0002501181673046474
-5142	GBM_grid_1_AutoML_20190416_030706_model_69	heat_fuel_gas	0.0	0.0	0.0
-5143	GBM_grid_1_AutoML_20190416_023844_model_38	exclusive_use_area	6.824619767328429e+20	1.0	0.2428949248649172
-5144	GBM_grid_1_AutoML_20190416_023844_model_38	city	6.283524938473815e+20	0.9207142892494902	0.22363682810931057
-5145	GBM_grid_1_AutoML_20190416_023844_model_38	supply_area	6.110518455100936e+20	0.8953639416446149	0.21747935733252483
-5146	GBM_grid_1_AutoML_20190416_023844_model_38	apartment_building_count_in_sites	1.472650074144574e+20	0.21578492639173932	0.052413063482903206
-5147	GBM_grid_1_AutoML_20190416_023844_model_38	total_parking_capacity_in_site	1.4346481375388683e+20	0.21021656684918535	0.05106053721019372
-5148	GBM_grid_1_AutoML_20190416_023844_model_38	heat_fuel_cogeneration	1.0226391403786456e+20	0.14984558484479038	0.036396732072214937
-5149	GBM_grid_1_AutoML_20190416_023844_model_38	heat_fuel_gas	9.183483514217667e+19	0.13456403180411386	0.03268492039458056
-5150	GBM_grid_1_AutoML_20190416_023844_model_38	total_household_count_in_sites	8.029276020810973e+19	0.11765162447950006	0.02857698248818362
-5151	GBM_grid_1_AutoML_20190416_023844_model_38	room_count	7.09683650428949e+19	0.10398874583847509	0.02525833860723338
-5152	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_individual	5.432535660041234e+19	0.0796020268564773	0.019334928332399175
-5153	GBM_grid_1_AutoML_20190416_023844_model_38	floor	5.154295006734844e+19	0.07552501358991534	0.018344642501344335
-5154	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_district	4.156388368872322e+19	0.060902856284686245	0.014792994701327717
-5155	GBM_grid_1_AutoML_20190416_023844_model_38	total_household_count_of_area_type	3.502174992103742e+19	0.05131677824557699	0.01246458499626904
-5156	GBM_grid_1_AutoML_20190416_023844_model_38	bathroom_count	3.499764862615657e+19	0.051281463025531715	0.012456007108549556
-5157	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_corridor	2.0123481713881907e+19	0.029486597641995023	0.007162144918774426
-5158	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_stairway	1.2969290504943436e+19	0.01900368217879544	0.004615897954975285
-5159	GBM_grid_1_AutoML_20190416_023844_model_38	heat_type_central	1.2000649897930916e+18	0.001758434946864256	0.0004271149242984381
-5160	GBM_grid_1_AutoML_20190416_023844_model_38	front_door_structure_mixed	0.0	0.0	0.0
-5161	GBM_grid_1_AutoML_20190416_023844_model_11	supply_area	4.090721224375958e+20	1.0	0.25132919858321306
-5162	GBM_grid_1_AutoML_20190416_023844_model_11	city	3.9035892711405755e+20	0.9542545328876744	0.23983202699505754
-5163	GBM_grid_1_AutoML_20190416_023844_model_11	exclusive_use_area	2.186507646634421e+20	0.5345041929538902	0.1343365104544683
-5164	GBM_grid_1_AutoML_20190416_023844_model_11	total_parking_capacity_in_site	8.977601281330564e+19	0.21946255412943966	0.055157347848377086
-5165	GBM_grid_1_AutoML_20190416_023844_model_11	apartment_building_count_in_sites	8.35713983290215e+19	0.20429502218589915	0.05134530420052177
-5166	GBM_grid_1_AutoML_20190416_023844_model_11	room_count	6.6523703636819706e+19	0.1626209658101743	0.040871397009899196
-5167	GBM_grid_1_AutoML_20190416_023844_model_11	heat_fuel_cogeneration	6.125341894944752e+19	0.14973745603696512	0.037633394823659544
-5168	GBM_grid_1_AutoML_20190416_023844_model_11	bathroom_count	5.865472761524545e+19	0.1433848077100225	0.036036788810768064
-5169	GBM_grid_1_AutoML_20190416_023844_model_11	total_household_count_in_sites	4.697870137858982e+19	0.11484209947784071	0.02886317282537934
-5170	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_district	4.489588330795421e+19	0.1097505325966159	0.027583513401588274
-5171	GBM_grid_1_AutoML_20190416_023844_model_11	floor	3.930770781875942e+19	0.09608992073214628	0.024150202769534796
-5172	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_corridor	3.8356964512268026e+19	0.09376577480690927	0.023566077036754535
-5173	GBM_grid_1_AutoML_20190416_023844_model_11	heat_fuel_gas	2.886738531716589e+19	0.07056796035170944	0.01773578892084709
-5174	GBM_grid_1_AutoML_20190416_023844_model_11	total_household_count_of_area_type	2.453269926312411e+19	0.05997157449140668	0.015072607754698705
-5175	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_individual	1.97975270937812e+19	0.04839617761242414	0.012163372533821397
-5176	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_stairway	4.3995905003073044e+18	0.010755048459647759	0.0027030577100868912
-5177	GBM_grid_1_AutoML_20190416_023844_model_11	heat_type_central	2.6371560992323666e+18	0.006446677626228774	0.001620238321324408
-5178	GBM_grid_1_AutoML_20190416_023844_model_11	front_door_structure_mixed	0.0	0.0	0.0
-5179	GBM_grid_1_AutoML_20190416_030706_model_4	supply_area	5.823439170866483e+21	1.0	0.28584164314788885
-5180	GBM_grid_1_AutoML_20190416_030706_model_4	city	4.376465824639594e+21	0.7515259791042704	0.21481742073549062
-5181	GBM_grid_1_AutoML_20190416_030706_model_4	exclusive_use_area	3.450627072243836e+21	0.5925411034611029	0.16937292264598486
-5182	GBM_grid_1_AutoML_20190416_030706_model_4	bathroom_count	1.0878242237930201e+21	0.1868009936868904	0.05339550297711916
-5183	GBM_grid_1_AutoML_20190416_030706_model_4	apartment_building_count_in_sites	1.0107328720090872e+21	0.1735628796580523	0.04961149871093696
-5184	GBM_grid_1_AutoML_20190416_030706_model_4	total_parking_capacity_in_site	6.830900177746285e+20	0.11730010355255244	0.0335292543408791
-5185	GBM_grid_1_AutoML_20190416_030706_model_4	room_count	6.21643889621204e+20	0.10674858470766994	0.030513190856551974
-5186	GBM_grid_1_AutoML_20190416_030706_model_4	total_household_count_in_sites	6.11013987125726e+20	0.10492321962982089	0.02999142550335483
-5187	GBM_grid_1_AutoML_20190416_030706_model_4	heat_fuel_gas	6.081074765162118e+20	0.1044241141142941	0.029848760362692475
-5188	GBM_grid_1_AutoML_20190416_030706_model_4	heat_fuel_cogeneration	4.49081573761574e+20	0.07711621270266555	0.022043024952272016
-5189	GBM_grid_1_AutoML_20190416_030706_model_4	heat_type_district	4.360579025110324e+20	0.07487979005474017	0.021403762227815874
-5190	GBM_grid_1_AutoML_20190416_030706_model_4	heat_type_individual	3.577064928094821e+20	0.06142529909113108	0.01755790842305943
-5191	GBM_grid_1_AutoML_20190416_030706_model_4	floor	3.2923019718124634e+20	0.056535354370716204	0.016160158589273697
-5192	GBM_grid_1_AutoML_20190416_030706_model_4	total_household_count_of_area_type	2.212679189968978e+20	0.03799609002595194	0.010860864806213212
-5193	GBM_grid_1_AutoML_20190416_030706_model_4	front_door_structure_stairway	1.5019992060834034e+20	0.025792305234295383	0.007372514908742886
-5194	GBM_grid_1_AutoML_20190416_030706_model_4	front_door_structure_corridor	1.2855332501891894e+20	0.022075155461749454	0.006309998709931556
-5195	GBM_grid_1_AutoML_20190416_030706_model_4	heat_type_central	2.698748871450611e+19	0.0046342870463074795	0.0013246722241355062
-5196	GBM_grid_1_AutoML_20190416_030706_model_4	front_door_structure_mixed	9.264780469390541e+17	0.00015909465519517075	4.547587765703441e-05
-5197	DeepLearning_grid_1_AutoML_20190416_023844_model_3	city	1.0	1.0	0.10943873663727716
-5198	DeepLearning_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	0.5884228944778442	0.5884228944778442	0.06439625818010512
-5199	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	0.5470691919326782	0.5470691919326782	0.0598705612182884
-5200	DeepLearning_grid_1_AutoML_20190416_023844_model_3	supply_area	0.5331135392189026	0.5331135392189026	0.05834327221634421
-5201	DeepLearning_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	0.4988623857498169	0.4988623857498169	0.054594869252317976
-5202	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	0.49872782826423645	0.49872782826423645	0.05458014345109096
-5203	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	0.49595704674720764	0.49595704674720764	0.05427691262236941
-5204	DeepLearning_grid_1_AutoML_20190416_023844_model_3	floor	0.47773030400276184	0.47773030400276184	0.052282200923404604
-5205	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	0.47536876797676086	0.47536876797676086	0.05202375740419564
-5206	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	0.47154438495635986	0.47154438495635986	0.0516052217580259
-5207	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	0.47082388401031494	0.47082388401031494	0.051526371044744786
-5208	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_district	0.46484076976776123	0.46484076976776123	0.050871586580883206
-5209	DeepLearning_grid_1_AutoML_20190416_023844_model_3	bathroom_count	0.4558321237564087	0.4558321237564087	0.049885691742588334
-5210	DeepLearning_grid_1_AutoML_20190416_023844_model_3	room_count	0.44632330536842346	0.44632330536842346	0.04884505867129392
-5211	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	0.43936020135879517	0.43936020135879517	0.04808302536540624
-5212	DeepLearning_grid_1_AutoML_20190416_023844_model_3	heat_type_central	0.43482139706611633	0.43482139706611633	0.04758630435777162
-5213	DeepLearning_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	0.4233592748641968	0.4233592748641968	0.04633190418481146
-5214	DeepLearning_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	0.41537508368492126	0.41537508368492126	0.045458124389081055
-5215	DeepLearning_1_AutoML_20190416_021340	city	1.0	1.0	0.07917597694267801
-5216	DeepLearning_1_AutoML_20190416_021340	heat_type_central	0.9536337852478027	0.9536337852478027	0.07550488659253878
-5217	DeepLearning_1_AutoML_20190416_021340	front_door_structure_stairway	0.9485752582550049	0.9485752582550049	0.0751043727759931
-5218	DeepLearning_1_AutoML_20190416_021340	front_door_structure_corridor	0.8994131684303284	0.8994131684303284	0.07121191628558066
-5219	DeepLearning_1_AutoML_20190416_021340	total_household_count_of_area_type	0.8682571649551392	0.8682571649551392	0.06874510927280307
-5220	DeepLearning_1_AutoML_20190416_021340	supply_area	0.8248660564422607	0.8248660564422607	0.06530957586567017
-5221	DeepLearning_1_AutoML_20190416_021340	floor	0.816993236541748	0.816993236541748	0.06468623765875332
-5222	DeepLearning_1_AutoML_20190416_021340	front_door_structure_mixed	0.753852903842926	0.753852903842926	0.05968704013283837
-5223	DeepLearning_1_AutoML_20190416_021340	exclusive_use_area	0.7090346217155457	0.7090346217155457	0.056138508860510465
-5224	DeepLearning_1_AutoML_20190416_021340	room_count	0.6656375527381897	0.6656375527381897	0.052702503527779526
-5225	DeepLearning_1_AutoML_20190416_021340	apartment_building_count_in_sites	0.6462345719337463	0.6462345719337463	0.051166253566987695
-5226	DeepLearning_1_AutoML_20190416_021340	total_parking_capacity_in_site	0.590965211391449	0.590965211391449	0.0467902479510542
-5227	DeepLearning_1_AutoML_20190416_021340	heat_type_individual	0.5707792043685913	0.5707792043685913	0.045192001124447684
-5228	DeepLearning_1_AutoML_20190416_021340	heat_fuel_gas	0.5197930335998535	0.5197930335998535	0.04115512124326666
-5229	DeepLearning_1_AutoML_20190416_021340	total_household_count_in_sites	0.49679240584373474	0.49679240584373474	0.03933402407038108
-5230	DeepLearning_1_AutoML_20190416_021340	bathroom_count	0.49193498492240906	0.49193498492240906	0.038949433023513315
-5231	DeepLearning_1_AutoML_20190416_021340	heat_fuel_cogeneration	0.4918498992919922	0.4918498992919922	0.03894269628560127
-5232	DeepLearning_1_AutoML_20190416_021340	heat_type_district	0.38148054480552673	0.38148054480552673	0.03020409481960263
-5233	GBM_grid_1_AutoML_20190416_022142_model_9	city	9.911826404735556e+19	1.0	0.23742786730368545
-5234	GBM_grid_1_AutoML_20190416_022142_model_9	supply_area	7.340296526176767e+19	0.7405594313748076	0.1758294464029506
-5235	GBM_grid_1_AutoML_20190416_022142_model_9	room_count	5.195400468841575e+19	0.5241617696572428	0.12445061109184478
-5236	GBM_grid_1_AutoML_20190416_022142_model_9	bathroom_count	4.594704721043364e+19	0.463557828136312	0.11006154650633292
-5237	GBM_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	2.3288296192063046e+19	0.23495464146685052	0.05578477943657638
-5238	GBM_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	2.308472161418032e+19	0.23290078610689924	0.05529713693871291
-5239	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_district	1.67945651252552e+19	0.16943966166751356	0.040229697506375776
-5240	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	1.6312942748405596e+19	0.1645805937502274	0.039076019373690755
-5241	GBM_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	1.5809333437535355e+19	0.1594997005797252	0.03786967374422056
-5242	GBM_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	1.4974417083960394e+19	0.15107626458032086	0.0358697152995129
-5243	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	1.310534297425281e+19	0.13221925444529067	0.03139253559942869
-5244	GBM_grid_1_AutoML_20190416_022142_model_9	floor	1.0087998294123872e+19	0.10177739078747532	0.02416478883440403
-5245	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	4.412864629311537e+18	0.04452120577094864	0.010570574935984869
-5246	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	3.307285621495562e+18	0.033367065628948527	0.007922271230463355
-5247	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	2.4951525232376545e+18	0.025173488934850087	0.005976887790394381
-5248	GBM_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	2.1149662788032922e+18	0.021337805894106745	0.005066189746377774
-5249	GBM_grid_1_AutoML_20190416_022142_model_9	heat_type_central	7.022231671663493e+17	0.007084700018866849	0.0016821052159659363
-5250	GBM_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	5.544598682290094e+17	0.005593922306428875	0.0013281530430779209
-5251	DeepLearning_grid_1_AutoML_20190416_015849_model_3	city	1.0	1.0	0.10588649944601221
-5252	DeepLearning_grid_1_AutoML_20190416_015849_model_3	supply_area	0.6622630953788757	0.6622630953788757	0.07012472088194965
-5253	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	0.6041501760482788	0.6041501760482788	0.06397134728144425
-5254	DeepLearning_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	0.6031635403633118	0.6031635403633118	0.06386687588253458
-5255	DeepLearning_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	0.5966374278068542	0.5966374278068542	0.06317584866894062
-5256	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	0.571448028087616	0.571448028087616	0.06050863130952412
-5257	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	0.5541250109672546	0.5541250109672546	0.05867435766680572
-5258	DeepLearning_grid_1_AutoML_20190416_015849_model_3	room_count	0.5160220861434937	0.5160220861434937	0.054639772338563104
-5259	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	0.49915698170661926	0.49915698170661926	0.05285398546695107
-5260	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_district	0.4731612205505371	0.4731612205505371	0.05010138531769891
-5261	DeepLearning_grid_1_AutoML_20190416_015849_model_3	bathroom_count	0.46317997574806213	0.46317997574806213	0.04904450624545113
-5262	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	0.462480366230011	0.462480366230011	0.04897042704260558
-5263	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	0.4621308445930481	0.4621308445930481	0.04893341741998694
-5264	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	0.4467972218990326	0.4467972218990326	0.04730979378909171
-5265	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_central	0.41894832253456116	0.41894832253456116	0.04436097132196355
-5266	DeepLearning_grid_1_AutoML_20190416_015849_model_3	floor	0.3929085433483124	0.3929085433483124	0.041603710257584546
-5267	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	0.3895597457885742	0.3895597457885742	0.04124911780663052
-5268	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	0.32794201374053955	0.32794201374053955	0.03472463185626177
-5269	GBM_grid_1_AutoML_20190416_030706_model_13	supply_area	1.2320338291313764e+20	1.0	0.34622386581663184
-5270	GBM_grid_1_AutoML_20190416_030706_model_13	city	5.9553833457649975e+19	0.4833782323951068	0.16735708027144414
-5271	GBM_grid_1_AutoML_20190416_030706_model_13	heat_fuel_cogeneration	3.5486240807214645e+19	0.2880297599639256	0.09972277696494686
-5272	GBM_grid_1_AutoML_20190416_030706_model_13	total_parking_capacity_in_site	2.4365516321097515e+19	0.1977666176445495	0.06847152289037564
-5273	GBM_grid_1_AutoML_20190416_030706_model_13	exclusive_use_area	2.0145054132018872e+19	0.1635105599837448	0.0566112581794144
-5274	GBM_grid_1_AutoML_20190416_030706_model_13	apartment_building_count_in_sites	1.4339586557873226e+19	0.11638955212766436	0.04029684067830634
-5275	GBM_grid_1_AutoML_20190416_030706_model_13	total_household_count_in_sites	1.3681159412742357e+19	0.11104532269530307	0.03844654090442319
-5276	GBM_grid_1_AutoML_20190416_030706_model_13	bathroom_count	1.3142060065550762e+19	0.10666963645646271	0.03693157389921125
-5277	GBM_grid_1_AutoML_20190416_030706_model_13	room_count	1.1057563040659538e+19	0.08975048232608578	0.03107375894984471
-5278	GBM_grid_1_AutoML_20190416_030706_model_13	heat_fuel_gas	9.676178412963627e+18	0.07853825263698842	0.027191817442461415
-5279	GBM_grid_1_AutoML_20190416_030706_model_13	total_household_count_of_area_type	9.415412737762132e+18	0.07642170624811741	0.026459018569526257
-5280	GBM_grid_1_AutoML_20190416_030706_model_13	floor	8.108827886103822e+18	0.06581660092743401	0.02278727800800672
-5281	GBM_grid_1_AutoML_20190416_030706_model_13	front_door_structure_corridor	6.034193480513749e+18	0.04897749832703904	0.016957178808815077
-5282	GBM_grid_1_AutoML_20190416_030706_model_13	front_door_structure_stairway	4.929289297959322e+18	0.04000936647522601	0.013852197529927097
-5283	GBM_grid_1_AutoML_20190416_030706_model_13	heat_type_individual	1.4380351776106742e+18	0.011672042955383257	0.004041139833990576
-5284	GBM_grid_1_AutoML_20190416_030706_model_13	heat_type_central	6.794137984481362e+17	0.00551457096699321	0.001909276078512551
-5285	GBM_grid_1_AutoML_20190416_030706_model_13	heat_type_district	3.848888556663603e+17	0.003124012073091527	0.0010816075368035786
-5286	GBM_grid_1_AutoML_20190416_030706_model_13	front_door_structure_mixed	2.082668468334756e+17	0.0016904312358071404	0.0005852676373583345
-5287	GBM_grid_1_AutoML_20190416_022142_model_33	exclusive_use_area	2.836111079010992e+20	1.0	0.18629248248108676
-5288	GBM_grid_1_AutoML_20190416_022142_model_33	city	2.7316242251406482e+20	0.9631584056620305	0.17942917041330525
-5289	GBM_grid_1_AutoML_20190416_022142_model_33	supply_area	2.094410089785857e+20	0.7384795698891382	0.13757319233621276
-5290	GBM_grid_1_AutoML_20190416_022142_model_33	apartment_building_count_in_sites	1.2795030886178148e+20	0.451147029496462	0.08404530008886398
-5291	GBM_grid_1_AutoML_20190416_022142_model_33	total_parking_capacity_in_site	1.106753539122114e+20	0.3902363159584218	0.07269809205416812
-5292	GBM_grid_1_AutoML_20190416_022142_model_33	room_count	8.140466553095402e+19	0.2870291863157258	0.053471379663282935
-5293	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_cogeneration	7.388967068087248e+19	0.26053165275402146	0.04853508835644711
-5294	GBM_grid_1_AutoML_20190416_022142_model_33	bathroom_count	7.122421260258535e+19	0.2511333675528063	0.04678425847524748
-5295	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_in_sites	6.548460797396674e+19	0.23089577999463448	0.0430141480496073
-5296	GBM_grid_1_AutoML_20190416_022142_model_33	total_household_count_of_area_type	3.971571899164105e+19	0.140035837402711	0.02608762378606885
-5297	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_individual	3.873859620217605e+19	0.13659054643122429	0.025445791978120916
-5298	GBM_grid_1_AutoML_20190416_022142_model_33	heat_fuel_gas	3.828268150669548e+19	0.13498301173748598	0.025146320349349934
-5299	GBM_grid_1_AutoML_20190416_022142_model_33	floor	3.4830527256781128e+19	0.12281087124742385	0.022878742080347708
-5300	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_district	2.9552315090572673e+19	0.10420013274260805	0.019411701403479226
-5301	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_corridor	1.9350448073741435e+19	0.06822880886770245	0.012710514180691876
-5302	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_stairway	1.741563636283238e+19	0.061406749868575514	0.01143961587411208
-5303	GBM_grid_1_AutoML_20190416_022142_model_33	front_door_structure_mixed	4.2164767343058616e+18	0.014867107164844299	0.002769630301051196
-5304	GBM_grid_1_AutoML_20190416_022142_model_33	heat_type_central	3.451194926019117e+18	0.01216875795719051	0.002266948128556498
-5305	GBM_grid_1_AutoML_20190416_021340_model_16	exclusive_use_area	1.4002208451764578e+20	1.0	0.3222670832494813
-5306	GBM_grid_1_AutoML_20190416_021340_model_16	city	7.2501937473037795e+19	0.5177893024717897	0.1668664482453671
-5307	GBM_grid_1_AutoML_20190416_021340_model_16	apartment_building_count_in_sites	5.840061288588037e+19	0.41708144173871836	0.1344116197066252
-5308	GBM_grid_1_AutoML_20190416_021340_model_16	supply_area	2.8369508859922874e+19	0.20260738838199277	0.06529369209865965
-5309	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_of_area_type	2.765691537396125e+19	0.1975182377068232	0.06365362635435563
-5310	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_in_sites	2.3945300569147572e+19	0.17101088483031368	0.05511117905817816
-5311	GBM_grid_1_AutoML_20190416_021340_model_16	bathroom_count	2.3058289354648584e+19	0.16467608973313597	0.05306968311922758
-5312	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_gas	1.7899563316053803e+19	0.12783385833538333	0.041196644666271376
-5313	GBM_grid_1_AutoML_20190416_021340_model_16	total_parking_capacity_in_site	1.6668209248991183e+19	0.11903985936511774	0.03836262826802494
-5314	GBM_grid_1_AutoML_20190416_021340_model_16	floor	1.2103352530302403e+19	0.08643888263766793	0.02785640658698547
-5315	GBM_grid_1_AutoML_20190416_021340_model_16	room_count	5.340218024945254e+18	0.03813839826297025	0.012290750368014504
-5316	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_individual	3.374144724557365e+18	0.0240972324914371	0.007765744829400064
-5317	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_district	1.4072911832306156e+18	0.010050494449347145	0.0032389435314062057
-5318	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_cogeneration	1.23718175356774e+18	0.008835618737070212	0.0028474290791000827
-5319	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_central	9.237517391385068e+17	0.006597186024766645	0.0021260558978557866
-5320	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_corridor	6.286921588277248e+17	0.004489950003197503	0.0014469630914664587
-5321	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_stairway	5.7345441263517696e+17	0.00409545690317808	0.001319830950761153
-5322	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_mixed	3.802971576698143e+17	0.0027159798326091104	0.0008752708988193523
-5323	GBM_grid_1_AutoML_20190416_030706_model_30	supply_area	7.360243004110763e+21	1.0	0.28773347312491293
-5324	GBM_grid_1_AutoML_20190416_030706_model_30	city	5.963251169498386e+21	0.8101975934989993	0.23312096749491346
-5325	GBM_grid_1_AutoML_20190416_030706_model_30	exclusive_use_area	4.696357913546604e+21	0.6380710407147759	0.1835943966452902
-5326	GBM_grid_1_AutoML_20190416_030706_model_30	apartment_building_count_in_sites	1.2775510244699543e+21	0.1735745713499446	0.04994321426068756
-5327	GBM_grid_1_AutoML_20190416_030706_model_30	total_parking_capacity_in_site	1.0375524411087761e+21	0.14096714477080358	0.04056096616140572
-5328	GBM_grid_1_AutoML_20190416_030706_model_30	total_household_count_in_sites	8.327207783878739e+20	0.11313767465595792	0.03255349607003521
-5329	GBM_grid_1_AutoML_20190416_030706_model_30	heat_fuel_gas	7.952459036760589e+20	0.10804614782853049	0.031088493372470848
-5330	GBM_grid_1_AutoML_20190416_030706_model_30	heat_fuel_cogeneration	6.9341712356391e+20	0.09421117253555761	0.0271077078808264
-5331	GBM_grid_1_AutoML_20190416_030706_model_30	heat_type_individual	6.723389403016766e+20	0.09134738349347558	0.02628369991345107
-5332	GBM_grid_1_AutoML_20190416_030706_model_30	heat_type_district	4.859150725545816e+20	0.06601888990393301	0.018995844483909893
-5333	GBM_grid_1_AutoML_20190416_030706_model_30	room_count	4.049718412674796e+20	0.055021531359942755	0.01583153631484764
-5334	GBM_grid_1_AutoML_20190416_030706_model_30	total_household_count_of_area_type	3.92152556034402e+20	0.053279838154172525	0.015330392879633309
-5335	GBM_grid_1_AutoML_20190416_030706_model_30	floor	3.839441123948217e+20	0.05216459730750539	0.015009500757451007
-5336	GBM_grid_1_AutoML_20190416_030706_model_30	front_door_structure_stairway	2.2682951269297947e+20	0.030818209747462563	0.008867430526129448
-5337	GBM_grid_1_AutoML_20190416_030706_model_30	bathroom_count	2.2554019896997026e+20	0.030643037036141876	0.00881702747350444
-5338	GBM_grid_1_AutoML_20190416_030706_model_30	front_door_structure_corridor	1.0246420987207326e+20	0.01392130800774459	0.004005626303510013
-5339	GBM_grid_1_AutoML_20190416_030706_model_30	heat_type_central	2.9229936082285494e+19	0.003971327586053926	0.0011426838792520726
-5340	GBM_grid_1_AutoML_20190416_030706_model_30	front_door_structure_mixed	3.464170468896932e+17	4.706597957380158e-05	1.3542457768796138e-05
-5341	GBM_grid_1_AutoML_20190416_022142_model_1	supply_area	4.740829552492004e+20	1.0	0.2835997702157541
-5342	GBM_grid_1_AutoML_20190416_022142_model_1	exclusive_use_area	3.5226639075022314e+20	0.7430479979290866	0.21072824147196512
-5343	GBM_grid_1_AutoML_20190416_022142_model_1	city	3.406374280092828e+20	0.7185186141742381	0.203771713875556
-5344	GBM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	8.511279048586114e+19	0.179531429138012	0.050915072050046147
-5345	GBM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	6.146869013202652e+19	0.1296580892677647	0.0367710043229518
-5346	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	6.062647302124313e+19	0.12788157083052057	0.03626718410236531
-5347	GBM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_gas	5.571186715131694e+19	0.11751501827782894	0.03332723218049243
-5348	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	5.246874765402885e+19	0.1106741912424352	0.031387175205169045
-5349	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	5.093699601514155e+19	0.10744321315742444	0.03047087056268786
-5350	GBM_grid_1_AutoML_20190416_022142_model_1	floor	3.436244316660433e+19	0.07248192069791205	0.020555856054724368
-5351	GBM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	2.6060558630849085e+19	0.054970461060238764	0.015589610125337772
-5352	GBM_grid_1_AutoML_20190416_022142_model_1	room_count	2.558089008616204e+19	0.053958679178236886	0.015302669016093576
-5353	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_district	2.118918995617356e+19	0.04469511025773015	0.012675522998860066
-5354	GBM_grid_1_AutoML_20190416_022142_model_1	bathroom_count	1.5464996082529862e+19	0.03262086500114886	0.009251269818564951
-5355	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	9.91659102842336e+18	0.02091741733935727	0.005932174750948752
-5356	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	5.031426781354131e+18	0.01061296704647265	0.003009835015687014
-5357	GBM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	7.43552297425961e+17	0.001568401245379334	0.0004447982327956817
-5358	GBM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0	0.0	0.0
-5359	DeepLearning_grid_1_AutoML_20190416_021340_model_2	city	1.0	1.0	0.09779695506860485
-5360	DeepLearning_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	0.6388648748397827	0.6388648748397827	0.06247903945961609
-5361	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	0.6313660144805908	0.6313660144805908	0.06174567375000246
-5362	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	0.6248090863227844	0.6248090863227844	0.061104426141565395
-5363	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	0.6158559322357178	0.6158559322357178	0.06022883493359024
-5364	DeepLearning_grid_1_AutoML_20190416_021340_model_2	supply_area	0.5926145315170288	0.5926145315170288	0.057955896711773175
-5365	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	0.5540794730186462	0.5540794730186462	0.0541872853272408
-5366	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_district	0.5533953309059143	0.5533953309059143	0.05412037831178141
-5367	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	0.5470019578933716	0.5470019578933716	0.05349512589853694
-5368	DeepLearning_grid_1_AutoML_20190416_021340_model_2	room_count	0.5402866005897522	0.5402866005897522	0.052838384402045246
-5369	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_central	0.5360711216926575	0.5360711216926575	0.05242612340175342
-5370	DeepLearning_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	0.5242023468017578	0.5242023468017578	0.051265393357028725
-5371	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	0.5206319689750671	0.5206319689750671	0.05091622127713391
-5372	DeepLearning_grid_1_AutoML_20190416_021340_model_2	floor	0.4796963334083557	0.4796963334083557	0.04691284076491145
-5373	DeepLearning_grid_1_AutoML_20190416_021340_model_2	bathroom_count	0.4788256883621216	0.4788256883621216	0.04682769433044419
-5374	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	0.4677640497684479	0.4677640497684479	0.04574589975791354
-5375	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	0.46310484409332275	0.46310484409332275	0.04529024362984794
-5376	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	0.4566970765590668	0.4566970765590668	0.04466358347621024
-5377	GBM_grid_1_AutoML_20190416_030706_model_37	supply_area	6.817072297302909e+21	1.0	0.29155061205875865
-5378	GBM_grid_1_AutoML_20190416_030706_model_37	city	5.949903626102767e+21	0.8727945614507818	0.2544637885925313
-5379	GBM_grid_1_AutoML_20190416_030706_model_37	exclusive_use_area	4.1930983881114837e+21	0.615087856669854	0.17932924108200593
-5380	GBM_grid_1_AutoML_20190416_030706_model_37	apartment_building_count_in_sites	1.058627317040033e+21	0.1552906102314429	0.04527507245995531
-5381	GBM_grid_1_AutoML_20190416_030706_model_37	total_parking_capacity_in_site	9.01149597026048e+20	0.13219011882602108	0.03854011005184648
-5382	GBM_grid_1_AutoML_20190416_030706_model_37	total_household_count_in_sites	6.445275237528036e+20	0.09454608894316743	0.0275649700991423
-5383	GBM_grid_1_AutoML_20190416_030706_model_37	heat_fuel_cogeneration	5.987611702832786e+20	0.0878325979497344	0.025607647690955936
-5384	GBM_grid_1_AutoML_20190416_030706_model_37	heat_fuel_gas	5.571275731593079e+20	0.08172534320630993	0.023827073832511772
-5385	GBM_grid_1_AutoML_20190416_030706_model_37	heat_type_individual	5.5510865870447863e+20	0.08142918755960686	0.023740729472450837
-5386	GBM_grid_1_AutoML_20190416_030706_model_37	heat_type_district	4.98964006184283e+20	0.07319329829928486	0.021339550917755804
-5387	GBM_grid_1_AutoML_20190416_030706_model_37	floor	3.738512993392798e+20	0.05484044807434263	0.015988766201651166
-5388	GBM_grid_1_AutoML_20190416_030706_model_37	room_count	3.6136587861295314e+20	0.05300895499610927	0.01545479327371085
-5389	GBM_grid_1_AutoML_20190416_030706_model_37	total_household_count_of_area_type	3.4898294996252125e+20	0.051192496535586406	0.0149252036977661
-5390	GBM_grid_1_AutoML_20190416_030706_model_37	bathroom_count	1.7435473091913738e+20	0.025576189207809734	0.0074567536176675464
-5391	GBM_grid_1_AutoML_20190416_030706_model_37	front_door_structure_stairway	1.6839296776710337e+20	0.02470165496612468	0.0072017826242379256
-5392	GBM_grid_1_AutoML_20190416_030706_model_37	front_door_structure_corridor	1.5090680982797707e+20	0.022136601057859032	0.006453939587319365
-5393	GBM_grid_1_AutoML_20190416_030706_model_37	heat_type_central	2.9928293091690676e+19	0.0043901974024144405	0.0012799647397327026
-5394	GBM_grid_1_AutoML_20190416_030706_model_37	front_door_structure_mixed	0.0	0.0	0.0
-5395	GBM_grid_1_AutoML_20190416_022142_model_29	supply_area	1.3104308553713399e+20	1.0	0.35416761280155173
-5396	GBM_grid_1_AutoML_20190416_022142_model_29	exclusive_use_area	4.9797378601230795e+19	0.38000767760554294	0.13458641202381683
-5397	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_in_sites	4.649200915362454e+19	0.35478414571099204	0.12565305394629994
-5398	GBM_grid_1_AutoML_20190416_022142_model_29	city	3.4976826074949747e+19	0.26691088607676505	0.0945311913525548
-5399	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_gas	3.4539053321327477e+19	0.26357020807129933	0.09334803139822036
-5400	GBM_grid_1_AutoML_20190416_022142_model_29	apartment_building_count_in_sites	1.8687572304564584e+19	0.14260632087504566	0.05050654023472702
-5401	GBM_grid_1_AutoML_20190416_022142_model_29	total_parking_capacity_in_site	1.649005428043101e+19	0.1258368895454479	0.044567350772683825
-5402	GBM_grid_1_AutoML_20190416_022142_model_29	floor	1.1355618652717056e+19	0.08665561106235695	0.0306906109058147
-5403	GBM_grid_1_AutoML_20190416_022142_model_29	total_household_count_of_area_type	7.248772298671391e+18	0.05531594642295941	0.01959111669447807
-5404	GBM_grid_1_AutoML_20190416_022142_model_29	room_count	3.664808869697159e+18	0.02796644214134178	0.009904808051751734
-5405	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_stairway	3.4811654139690353e+18	0.02656504461643319	0.009408478435768856
-5406	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_individual	3.083256828801319e+18	0.023528573187691075	0.008333058598511144
-5407	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_central	2.484291272500576e+18	0.01895782034067411	0.006714245973977251
-5408	GBM_grid_1_AutoML_20190416_022142_model_29	bathroom_count	1.9547585011043533e+18	0.01491691448726174	0.005283087994318374
-5409	GBM_grid_1_AutoML_20190416_022142_model_29	heat_fuel_cogeneration	1.543549810970198e+18	0.011778948920832597	0.004171722220602695
-5410	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_mixed	1.4927850842378732e+18	0.011391559334237892	0.004034521375494269
-5411	GBM_grid_1_AutoML_20190416_022142_model_29	front_door_structure_corridor	8.435676546596864e+17	0.0064373305253152225	0.0022798939849654515
-5412	GBM_grid_1_AutoML_20190416_022142_model_29	heat_type_district	8.244641211634156e+17	0.0062915499721638134	0.0022282632344629272
-5413	GBM_grid_1_AutoML_20190416_015849_model_5	supply_area	4.3020933803931976e+21	1.0	0.3216625664438349
-5414	GBM_grid_1_AutoML_20190416_015849_model_5	city	3.263800026776975e+21	0.7586539245409578	0.24403056841053195
-5415	GBM_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	2.6559255411727354e+21	0.6173565532717452	0.19858049333630964
-5416	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	8.746523167746928e+20	0.20330853829461795	0.0653967462077915
-5417	GBM_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	7.308864391449349e+20	0.16989088207056402	0.05464753714222452
-5418	GBM_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.293945433832733e+20	0.076566107301271	0.024628450577140876
-5419	GBM_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	2.5499873671380992e+20	0.059273175676745504	0.01906596180945825
-5420	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	2.490584712131222e+20	0.05789239079472493	0.018621815000600662
-5421	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	2.1792496384380764e+20	0.05065556336759245	0.016293998517478096
-5422	GBM_grid_1_AutoML_20190416_015849_model_5	floor	1.8856012208284054e+20	0.04382985337840499	0.014098423124554737
-5423	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_district	1.7203664374843677e+20	0.039989053824934215	0.012862981682988993
-5424	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	5.385988055181663e+19	0.012519458735434051	0.004027041227327405
-5425	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	2.9869680325837193e+19	0.006943057178156184	0.0022333215908920084
-5426	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	2.0449931114215113e+19	0.004753483782433857	0.001529017793006822
-5427	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_central	1.922962274096513e+19	0.0044698292297894295	0.0014377767416197378
-5428	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.928612104849064e+18	0.0016105210864148678	0.0005180443459681196
-5429	GBM_grid_1_AutoML_20190416_015849_model_5	room_count	4.885136759278535e+18	0.0011355255052209138	0.0003652560482717914
-5430	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.0	0.0	0.0
-5431	DeepLearning_1_AutoML_20190416_020809	city	1.0	1.0	0.07558075189856184
-5432	DeepLearning_1_AutoML_20190416_020809	front_door_structure_mixed	0.917976975440979	0.917976975440979	0.06938139002939683
-5433	DeepLearning_1_AutoML_20190416_020809	supply_area	0.8936480283737183	0.8936480283737183	0.06754258991715295
-5434	DeepLearning_1_AutoML_20190416_020809	heat_type_individual	0.8894039392471313	0.8894039392471313	0.067221818469841
-5435	DeepLearning_1_AutoML_20190416_020809	total_household_count_in_sites	0.867792546749115	0.867792546749115	0.06558841317526598
-5436	DeepLearning_1_AutoML_20190416_020809	heat_fuel_cogeneration	0.8673058152198792	0.8673058152198792	0.0655516256403136
-5437	DeepLearning_1_AutoML_20190416_020809	apartment_building_count_in_sites	0.8541399240493774	0.8541399240493774	0.06455653768623244
-5438	DeepLearning_1_AutoML_20190416_020809	heat_type_district	0.8024343252182007	0.8024343252182007	0.060648589649206705
-5439	DeepLearning_1_AutoML_20190416_020809	front_door_structure_corridor	0.8009785413742065	0.8009785413742065	0.06053856041167585
-5440	DeepLearning_1_AutoML_20190416_020809	total_parking_capacity_in_site	0.7319377064704895	0.7319377064704895	0.05532040219794845
-5441	DeepLearning_1_AutoML_20190416_020809	room_count	0.6987099051475525	0.6987099051475525	0.05280901999002484
-5442	DeepLearning_1_AutoML_20190416_020809	exclusive_use_area	0.6873521208763123	0.6873521208763123	0.05195059011490284
-5443	DeepLearning_1_AutoML_20190416_020809	bathroom_count	0.6764413118362427	0.6764413118362427	0.05112594296383276
-5444	DeepLearning_1_AutoML_20190416_020809	heat_fuel_gas	0.6638084053993225	0.6638084053993225	0.05017113839666615
-5445	DeepLearning_1_AutoML_20190416_020809	total_household_count_of_area_type	0.6400241851806641	0.6400241851806641	0.048373509149218966
-5446	DeepLearning_1_AutoML_20190416_020809	front_door_structure_stairway	0.5167799592018127	0.5167799592018127	0.039058617882581116
-5447	DeepLearning_1_AutoML_20190416_020809	heat_type_central	0.4085588753223419	0.4085588753223419	0.030879186991693383
-5448	DeepLearning_1_AutoML_20190416_020809	floor	0.31358930468559265	0.31358930468559265	0.02370131543548429
-5449	GBM_grid_1_AutoML_20190416_023844_model_20	supply_area	1.6735337512499465e+20	1.0	0.30631722518800714
-5450	GBM_grid_1_AutoML_20190416_023844_model_20	exclusive_use_area	9.416132258171349e+19	0.5626496777336297	0.1723492880362919
-5451	GBM_grid_1_AutoML_20190416_023844_model_20	city	8.829923675580714e+19	0.5276214877044295	0.16161955006318907
-5452	GBM_grid_1_AutoML_20190416_023844_model_20	total_parking_capacity_in_site	3.8078101975184966e+19	0.22753112655627525	0.06969670333061952
-5453	GBM_grid_1_AutoML_20190416_023844_model_20	total_household_count_of_area_type	3.3656365386548904e+19	0.20110957046077668	0.06160332558229712
-5454	GBM_grid_1_AutoML_20190416_023844_model_20	floor	2.9030126232216273e+19	0.1734660338372856	0.05313563414940628
-5455	GBM_grid_1_AutoML_20190416_023844_model_20	total_household_count_in_sites	2.6864231262009164e+19	0.16052398848809904	0.0491712627297861
-5456	GBM_grid_1_AutoML_20190416_023844_model_20	heat_fuel_cogeneration	2.32057954365845e+19	0.1386634444584838	0.04247500154153411
-5457	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_individual	8.400264987917943e+18	0.05019477486871038	0.01537552415672008
-5458	GBM_grid_1_AutoML_20190416_023844_model_20	bathroom_count	6.851244419404792e+18	0.04093878844264517	0.012540256078309922
-5459	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_district	6.777080161088045e+18	0.040495628821506036	0.012404508652847217
-5460	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_stairway	5.649286895222391e+18	0.03375663556831759	0.01034023893896983
-5461	GBM_grid_1_AutoML_20190416_023844_model_20	apartment_building_count_in_sites	5.430829327946088e+18	0.03245126860387401	0.00994038255256938
-5462	GBM_grid_1_AutoML_20190416_023844_model_20	heat_fuel_gas	3.235145564085551e+18	0.019331223894763112	0.005921486862931936
-5463	GBM_grid_1_AutoML_20190416_023844_model_20	room_count	3.0853700901499044e+18	0.018436258532852835	0.0056473435566322
-5464	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_corridor	2.584371569639817e+18	0.015442602025262857	0.004730335002061218
-5465	GBM_grid_1_AutoML_20190416_023844_model_20	heat_type_central	2.006259900627288e+18	0.011988165157283692	0.0036721814860746892
-5466	GBM_grid_1_AutoML_20190416_023844_model_20	front_door_structure_mixed	1.6716651807165645e+18	0.0099888345811252	0.003059752091752281
-5467	GBM_grid_1_AutoML_20190416_023844_model_45	supply_area	5.36379876704105e+20	1.0	0.36985073451057054
-5468	GBM_grid_1_AutoML_20190416_023844_model_45	exclusive_use_area	2.6815964460768402e+20	0.4999435218476975	0.18490447876917238
-5469	GBM_grid_1_AutoML_20190416_023844_model_45	city	2.466288143985279e+20	0.45980251144764916	0.17005829658871807
-5470	GBM_grid_1_AutoML_20190416_023844_model_45	heat_fuel_cogeneration	8.911698313580275e+19	0.16614527689480102	0.06144895269500428
-5471	GBM_grid_1_AutoML_20190416_023844_model_45	apartment_building_count_in_sites	8.844497042499908e+19	0.16489240977582373	0.060985578870806384
-5472	GBM_grid_1_AutoML_20190416_023844_model_45	total_parking_capacity_in_site	5.220240635536291e+19	0.0973235735019203	0.03599519514487872
-5473	GBM_grid_1_AutoML_20190416_023844_model_45	total_household_count_in_sites	3.712097270515945e+19	0.06920649770318901	0.025596074008428567
-5474	GBM_grid_1_AutoML_20190416_023844_model_45	floor	3.3605902200880497e+19	0.06265317484947194	0.023172322737496403
-5475	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_district	2.845272649698273e+19	0.05304585002669429	0.01961904659511045
-5476	GBM_grid_1_AutoML_20190416_023844_model_45	total_household_count_of_area_type	2.3975392003376546e+19	0.04469852998717664	0.01653178414730004
-5477	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_individual	2.3722291023732277e+19	0.04422666109231895	0.016357263089944236
-5478	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_stairway	7.152086193927094e+18	0.013333994253987564	0.004931587568797027
-5479	GBM_grid_1_AutoML_20190416_023844_model_45	bathroom_count	6.36095184361436e+18	0.011859042667112194	0.00438607564102364
-5480	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_corridor	5.721125686446391e+18	0.010666182560018861	0.003944895454246813
-5481	GBM_grid_1_AutoML_20190416_023844_model_45	room_count	2.8854753028074373e+18	0.005379536832249982	0.0019896256487343237
-5482	GBM_grid_1_AutoML_20190416_023844_model_45	heat_type_central	3.307877639787643e+17	0.0006167042768482606	0.00022808852976813945
-5483	GBM_grid_1_AutoML_20190416_023844_model_45	heat_fuel_gas	0.0	0.0	0.0
-5484	GBM_grid_1_AutoML_20190416_023844_model_45	front_door_structure_mixed	0.0	0.0	0.0
-5485	GBM_grid_1_AutoML_20190416_030706_model_53	supply_area	1.1844739698868093e+20	1.0	0.28790598191043854
-5486	GBM_grid_1_AutoML_20190416_030706_model_53	city	7.008901082737174e+19	0.5917311195455784	0.17036292899973285
-5487	GBM_grid_1_AutoML_20190416_030706_model_53	exclusive_use_area	6.560688686111497e+19	0.5538904908765914	0.15946838564667984
-5488	GBM_grid_1_AutoML_20190416_030706_model_53	total_parking_capacity_in_site	5.207377229100614e+19	0.4396362741173823	0.12657391318321168
-5489	GBM_grid_1_AutoML_20190416_030706_model_53	heat_type_district	2.59974686536473e+19	0.21948535227103108	0.0631911458605497
-5490	GBM_grid_1_AutoML_20190416_030706_model_53	total_household_count_of_area_type	2.1096595683952034e+19	0.1781094073850189	0.05127876382067018
-5491	GBM_grid_1_AutoML_20190416_030706_model_53	apartment_building_count_in_sites	1.9527363892697104e+19	0.16486106397562436	0.04746448650270176
-5492	GBM_grid_1_AutoML_20190416_030706_model_53	total_household_count_in_sites	1.2571466307293151e+19	0.10613543756047679	0.030557027366343113
-5493	GBM_grid_1_AutoML_20190416_030706_model_53	room_count	7.283015488806846e+18	0.061487340996635206	0.017702573284698223
-5494	GBM_grid_1_AutoML_20190416_030706_model_53	floor	5.204252966810288e+18	0.04393725062027	0.01264979728227386
-5495	GBM_grid_1_AutoML_20190416_030706_model_53	bathroom_count	3.100552971339956e+18	0.02617662397119838	0.007536406627528193
-5496	GBM_grid_1_AutoML_20190416_030706_model_53	heat_fuel_cogeneration	2.7635218711010345e+18	0.023331216568356686	0.006717196815277824
-5497	GBM_grid_1_AutoML_20190416_030706_model_53	heat_type_central	2.099816520401027e+18	0.017727840153394757	0.005103951226514417
-5498	GBM_grid_1_AutoML_20190416_030706_model_53	front_door_structure_corridor	1.4825809291373445e+18	0.01251678776257973	0.003603658071150078
-5499	GBM_grid_1_AutoML_20190416_030706_model_53	heat_type_individual	1.4468943551125258e+18	0.0122155014959999	0.003516915952734282
-5500	GBM_grid_1_AutoML_20190416_030706_model_53	front_door_structure_mixed	1.2456003017847603e+18	0.010516063108620213	0.003027637475119441
-5501	GBM_grid_1_AutoML_20190416_030706_model_53	heat_fuel_gas	7.25057893371478e+17	0.006121349323031269	0.0017623730874641158
-5502	GBM_grid_1_AutoML_20190416_030706_model_53	front_door_structure_stairway	6.487346752541164e+17	0.005476985495224608	0.0015768568869118703
-5503	DeepLearning_grid_1_AutoML_20190416_021340_model_6	city	1.0	1.0	0.09140162674495823
-5504	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.6922146677970886	0.6922146677970886	0.06326954669337476
-5505	DeepLearning_grid_1_AutoML_20190416_021340_model_6	supply_area	0.6662620902061462	0.6662620902061462	0.06089743888333787
-5506	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_district	0.6578097939491272	0.6578097939491272	0.06012488525571601
-5507	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	0.6386852860450745	0.6386852860450745	0.058376874122588775
-5508	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	0.6231026649475098	0.6231026649475098	0.05695259720532106
-5509	DeepLearning_grid_1_AutoML_20190416_021340_model_6	bathroom_count	0.596828043460846	0.596828043460846	0.05455105405933195
-5510	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	0.5961317420005798	0.5961317420005798	0.05448741097315874
-5511	DeepLearning_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	0.5918883085250854	0.5918883085250854	0.05409955425051454
-5512	DeepLearning_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	0.5912916660308838	0.5912916660308838	0.05404502015595934
-5513	DeepLearning_grid_1_AutoML_20190416_021340_model_6	floor	0.5746373534202576	0.5746373534202576	0.05252278889102903
-5514	DeepLearning_grid_1_AutoML_20190416_021340_model_6	room_count	0.5734550952911377	0.5734550952911377	0.052414728574795025
-5515	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	0.5524595379829407	0.5524595379829407	0.05049570048240882
-5516	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	0.5348172783851624	0.5348172783851624	0.04888316925571503
-5517	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	0.531967043876648	0.531967043876648	0.04862265318503219
-5518	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_central	0.5157274603843689	0.5157274603843689	0.04713832883617732
-5519	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	0.5024674534797668	0.5024674534797668	0.045926342634447316
-5520	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	0.5009788274765015	0.5009788274765015	0.04579027979613401
-5521	DeepLearning_grid_1_AutoML_20190416_023844_model_2	city	1.0	1.0	0.1258457069360956
-5522	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_parking_capacity_in_site	0.7098351120948792	0.7098351120948792	0.08932970148964271
-5523	DeepLearning_grid_1_AutoML_20190416_023844_model_2	apartment_building_count_in_sites	0.597440242767334	0.597440242767334	0.07518528970312771
-5524	DeepLearning_grid_1_AutoML_20190416_023844_model_2	bathroom_count	0.472875714302063	0.472875714302063	0.059509378559254276
-5525	DeepLearning_grid_1_AutoML_20190416_023844_model_2	supply_area	0.45665231347084045	0.45665231347084045	0.057467733212741436
-5526	DeepLearning_grid_1_AutoML_20190416_023844_model_2	exclusive_use_area	0.4365660846233368	0.4365660846233368	0.054939967543747144
-5527	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_individual	0.43268057703971863	0.43268057703971863	0.054450993095081154
-5528	DeepLearning_grid_1_AutoML_20190416_023844_model_2	room_count	0.40359407663345337	0.40359407663345337	0.05079058188915767
-5529	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_stairway	0.40079760551452637	0.40079760551452637	0.05043865800426993
-5530	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_household_count_in_sites	0.39620858430862427	0.39620858430862427	0.04986114938646845
-5531	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_district	0.36701536178588867	0.36701536178588867	0.04618730766035204
-5532	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_fuel_gas	0.36144208908081055	0.36144208908081055	0.045485935216833834
-5533	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_corridor	0.3591804802417755	0.3591804802417755	0.04520132145367255
-5534	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_fuel_cogeneration	0.35538250207901	0.35538250207901	0.04472336220685147
-5535	DeepLearning_grid_1_AutoML_20190416_023844_model_2	floor	0.3540731370449066	0.3540731370449066	0.044558584238497324
-5536	DeepLearning_grid_1_AutoML_20190416_023844_model_2	heat_type_central	0.32686647772789	0.32686647772789	0.04113474296337786
-5537	DeepLearning_grid_1_AutoML_20190416_023844_model_2	front_door_structure_mixed	0.2591356039047241	0.2591356039047241	0.03261110326570206
-5538	DeepLearning_grid_1_AutoML_20190416_023844_model_2	total_household_count_of_area_type	0.2564925253391266	0.2564925253391266	0.03227848317512679
-5539	DeepLearning_1_AutoML_20190416_030706	city	1.0	1.0	0.07263463933909953
-5540	DeepLearning_1_AutoML_20190416_030706	supply_area	0.9990168809890747	0.9990168809890747	0.07256323084431356
-5541	DeepLearning_1_AutoML_20190416_030706	apartment_building_count_in_sites	0.9900586605072021	0.9900586605072021	0.07191255373049261
-5542	DeepLearning_1_AutoML_20190416_030706	heat_fuel_gas	0.9155725240707397	0.9155725240707397	0.0665022800746672
-5543	DeepLearning_1_AutoML_20190416_030706	floor	0.8658112287521362	0.8658112287521362	0.06288788633615401
-5544	DeepLearning_1_AutoML_20190416_030706	heat_type_district	0.8639636039733887	0.8639636039733887	0.06275368477671571
-5545	DeepLearning_1_AutoML_20190416_030706	front_door_structure_stairway	0.8445124626159668	0.8445124626159668	0.061340858139485525
-5546	DeepLearning_1_AutoML_20190416_030706	room_count	0.8381413221359253	0.8381413221359253	0.060878092648538974
-5547	DeepLearning_1_AutoML_20190416_030706	heat_fuel_cogeneration	0.7813999056816101	0.7813999056816101	0.05675670032879014
-5548	DeepLearning_1_AutoML_20190416_030706	total_parking_capacity_in_site	0.7748625874519348	0.7748625874519348	0.05628186457693275
-5549	DeepLearning_1_AutoML_20190416_030706	bathroom_count	0.7614730596542358	0.7614730596542358	0.05530932105442604
-5550	DeepLearning_1_AutoML_20190416_030706	front_door_structure_mixed	0.7363405227661133	0.7363405227661133	0.05348382830188064
-5551	DeepLearning_1_AutoML_20190416_030706	heat_type_central	0.731916606426239	0.731916606426239	0.05316249873406753
-5552	DeepLearning_1_AutoML_20190416_030706	total_household_count_in_sites	0.6219155788421631	0.6219155788421631	0.045172613768567835
-5553	DeepLearning_1_AutoML_20190416_030706	total_household_count_of_area_type	0.5894110798835754	0.5894110798835754	0.04281166120981268
-5554	DeepLearning_1_AutoML_20190416_030706	exclusive_use_area	0.5199618339538574	0.5199618339538574	0.03776724027933519
-5555	DeepLearning_1_AutoML_20190416_030706	front_door_structure_corridor	0.5151659846305847	0.5151659846305847	0.037418895493414615
-5556	DeepLearning_1_AutoML_20190416_030706	heat_type_individual	0.41801199316978455	0.41801199316978455	0.03036215036330544
-5557	DeepLearning_grid_1_AutoML_20190416_023844_model_1	city	1.0	1.0	0.14845638013143153
-5558	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	0.48178964853286743	0.48178964853286743	0.07152474720598416
-5559	DeepLearning_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	0.47417518496513367	0.47417518496513367	0.07039433150807574
-5560	DeepLearning_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	0.43363261222839355	0.43363261222839355	0.06437552791836404
-5561	DeepLearning_grid_1_AutoML_20190416_023844_model_1	supply_area	0.4141715168952942	0.4141715168952942	0.06148640415181941
-5562	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	0.34990984201431274	0.34990984201431274	0.05194634851780597
-5563	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	0.3422710597515106	0.3422710597515106	0.05081232255445818
-5564	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	0.3322484791278839	0.3322484791278839	0.04932440651549913
-5565	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_district	0.3287505805492401	0.3287505805492401	0.048805121154446796
-5566	DeepLearning_grid_1_AutoML_20190416_023844_model_1	room_count	0.32060471177101135	0.32060471177101135	0.0475958149626053
-5567	DeepLearning_grid_1_AutoML_20190416_023844_model_1	bathroom_count	0.3202188313007355	0.3202188313007355	0.04753852854482473
-5568	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	0.3129171133041382	0.3129171133041382	0.04645454192230937
-5569	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	0.3088076412677765	0.3088076412677765	0.04584446457953977
-5570	DeepLearning_grid_1_AutoML_20190416_023844_model_1	heat_type_central	0.3080185651779175	0.3080185651779175	0.04572732119959104
-5571	DeepLearning_grid_1_AutoML_20190416_023844_model_1	floor	0.2927524745464325	0.2927524745464325	0.04346097264568242
-5572	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	0.2687626779079437	0.2687626779079437	0.03989953427664319
-5573	DeepLearning_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	0.23014451563358307	0.23014451563358307	0.034166421698063394
-5574	DeepLearning_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	0.21680988371372223	0.21680988371372223	0.03218681051285582
-5575	GBM_grid_1_AutoML_20190416_022142_model_11	supply_area	4.326630117063019e+21	1.0	0.34668590170469554
-5576	GBM_grid_1_AutoML_20190416_022142_model_11	city	2.9373855997096257e+21	0.6789084160731463	0.23536797640122537
-5577	GBM_grid_1_AutoML_20190416_022142_model_11	exclusive_use_area	2.2088747389993846e+21	0.5105300613260654	0.1769935746581805
-5578	GBM_grid_1_AutoML_20190416_022142_model_11	apartment_building_count_in_sites	5.564288115296237e+20	0.12860558829265856	0.04458574434150317
-5579	GBM_grid_1_AutoML_20190416_022142_model_11	bathroom_count	5.5267893152114016e+20	0.12773889067649416	0.044285272496937915
-5580	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_gas	3.071106268739278e+20	0.07098148410301343	0.024608279820590724
-5581	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_district	3.009499488742896e+20	0.06955758655851517	0.024114634616441245
-5582	GBM_grid_1_AutoML_20190416_022142_model_11	total_parking_capacity_in_site	2.7561839723898156e+20	0.06370278710722686	0.0220848581893712
-5583	GBM_grid_1_AutoML_20190416_022142_model_11	heat_fuel_cogeneration	2.5754684171704127e+20	0.059525967034100874	0.020636813556061243
-5584	GBM_grid_1_AutoML_20190416_022142_model_11	room_count	1.7914432671503195e+20	0.04140504777807024	0.014354546324066284
-5585	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_individual	1.7184492410492473e+20	0.039717960503999734	0.013769656951200632
-5586	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_in_sites	1.4469186873048485e+20	0.03344216279544225	0.01159392636369312
-5587	GBM_grid_1_AutoML_20190416_022142_model_11	floor	1.1315905392233415e+20	0.02615408548007524	0.00906725270792157
-5588	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_stairway	8.499642697127035e+19	0.019644948764182133	0.006810626776253027
-5589	GBM_grid_1_AutoML_20190416_022142_model_11	total_household_count_of_area_type	3.6790782766268547e+19	0.008503334412890067	0.002947986158429361
-5590	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_corridor	2.408881762289792e+19	0.0055675703656520945	0.001930198152520438
-5591	GBM_grid_1_AutoML_20190416_022142_model_11	front_door_structure_mixed	1.3577458148934943e+18	0.0003138113908880088	0.00010879398501521401
-5592	GBM_grid_1_AutoML_20190416_022142_model_11	heat_type_central	6.733792663180411e+17	0.00015563596797018114	5.3956795893425366e-05
-5593	GBM_grid_1_AutoML_20190416_022142_model_16	city	5.6677671128280963e+20	1.0	0.23729297173351396
-5594	GBM_grid_1_AutoML_20190416_022142_model_16	supply_area	4.7932574334978517e+20	0.845704726055005	0.20067978765466948
-5595	GBM_grid_1_AutoML_20190416_022142_model_16	exclusive_use_area	4.075030401799223e+20	0.7189833881099374	0.17060970479163748
-5596	GBM_grid_1_AutoML_20190416_022142_model_16	apartment_building_count_in_sites	1.4789997098145153e+20	0.26094927338616875	0.06192142855350515
-5597	GBM_grid_1_AutoML_20190416_022142_model_16	room_count	1.3725885346737029e+20	0.2421744767118369	0.05746630125696045
-5598	GBM_grid_1_AutoML_20190416_022142_model_16	total_parking_capacity_in_site	1.0418994175037932e+20	0.18382890418091072	0.043621306963603695
-5599	GBM_grid_1_AutoML_20190416_022142_model_16	bathroom_count	1.022657084408411e+20	0.18043385764630096	0.042815686282232576
-5600	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_in_sites	8.99667472943992e+19	0.1587340225937895	0.03766646793649506
-5601	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_district	7.98331379594203e+19	0.14085465469943284	0.03342381959612639
-5602	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_cogeneration	5.841232488373944e+19	0.10306055933655489	0.02445554639348926
-5603	GBM_grid_1_AutoML_20190416_022142_model_16	floor	5.6226777242697466e+19	0.09920445939889984	0.023540520979981674
-5604	GBM_grid_1_AutoML_20190416_022142_model_16	heat_fuel_gas	5.375513667610817e+19	0.09484358761749738	0.02250571675562386
-5605	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_individual	4.462653374547467e+19	0.07873741608837376	0.018683835450228403
-5606	GBM_grid_1_AutoML_20190416_022142_model_16	total_household_count_of_area_type	3.0378142881032438e+19	0.05359807888414523	0.012718447417626127
-5607	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_corridor	1.6336604238635336e+19	0.02882370413854869	0.006839662411403804
-5608	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_stairway	1.1975788290759459e+19	0.021129640742743563	0.005013915243507153
-5609	GBM_grid_1_AutoML_20190416_022142_model_16	heat_type_central	1.7791549492764344e+18	0.003139075607481468	0.0007448805793954633
-5610	GBM_grid_1_AutoML_20190416_022142_model_16	front_door_structure_mixed	0.0	0.0	0.0
-5611	GBM_grid_1_AutoML_20190416_030706_model_63	supply_area	3.646764113671634e+20	1.0	0.26012491634469237
-5612	GBM_grid_1_AutoML_20190416_030706_model_63	city	3.445888792854633e+20	0.9449168318663869	0.24579641184193562
-5613	GBM_grid_1_AutoML_20190416_030706_model_63	exclusive_use_area	2.722145203456196e+20	0.7464549717517885	0.1941715370820137
-5614	GBM_grid_1_AutoML_20190416_030706_model_63	apartment_building_count_in_sites	8.558360136487482e+19	0.23468367763087247	0.061047072011195455
-5615	GBM_grid_1_AutoML_20190416_030706_model_63	total_parking_capacity_in_site	6.755394163399931e+19	0.1852435187149647	0.04818645480912665
-5616	GBM_grid_1_AutoML_20190416_030706_model_63	room_count	5.84411408844802e+19	0.16025478770449042	0.04168626324546701
-5617	GBM_grid_1_AutoML_20190416_030706_model_63	heat_fuel_gas	4.25847670409737e+19	0.11677412005159422	0.03037585820964601
-5618	GBM_grid_1_AutoML_20190416_030706_model_63	floor	3.6134013684672365e+19	0.09908514112335037	0.025774514045713553
-5619	GBM_grid_1_AutoML_20190416_030706_model_63	total_household_count_in_sites	3.0256677632488767e+19	0.08296856251013654	0.021582190382188646
-5620	GBM_grid_1_AutoML_20190416_030706_model_63	heat_type_individual	3.0139073868781847e+19	0.0826460745179299	0.021498303220193728
-5621	GBM_grid_1_AutoML_20190416_030706_model_63	heat_fuel_cogeneration	2.1885132438044148e+19	0.0600124706613112	0.01561073891041188
-5622	GBM_grid_1_AutoML_20190416_030706_model_63	total_household_count_of_area_type	2.0339573132135236e+19	0.05577430428220637	0.01450828623559235
-5623	GBM_grid_1_AutoML_20190416_030706_model_63	bathroom_count	8.294653047779361e+18	0.022745241505154935	0.005916604043768252
-5624	GBM_grid_1_AutoML_20190416_030706_model_63	front_door_structure_stairway	7.112251987164398e+18	0.019502912076217734	0.005073193372304028
-5625	GBM_grid_1_AutoML_20190416_030706_model_63	heat_type_district	6.095620996134339e+18	0.016715150215726858	0.004348027051554916
-5626	GBM_grid_1_AutoML_20190416_030706_model_63	front_door_structure_corridor	5.461541986244755e+18	0.014976405975285215	0.0038957363514652175
-5627	GBM_grid_1_AutoML_20190416_030706_model_63	heat_type_central	5.6622869709534e+17	0.001552688025454023	0.0004038928427306333
-5628	GBM_grid_1_AutoML_20190416_030706_model_63	front_door_structure_mixed	0.0	0.0	0.0
-5629	GBM_grid_1_AutoML_20190416_021340_model_6	supply_area	8.870111370933694e+21	1.0	0.3642780780398368
-5630	GBM_grid_1_AutoML_20190416_021340_model_6	city	5.739973958972425e+21	0.6471140799631492	0.23572947332149324
-5631	GBM_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	3.838601765567666e+21	0.4327568848962043	0.1576438462884962
-5632	GBM_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	9.956891604038095e+20	0.11225215995219237	0.04089100108320498
-5633	GBM_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	7.90052197774538e+20	0.08906902796772605	0.03244589432095972
-5634	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_district	6.907707662016205e+20	0.07787622244126434	0.02836860063590658
-5635	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	6.792183294699734e+20	0.07657382202614632	0.027894164715849105
-5636	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	6.226802101167084e+20	0.07019981870319665	0.025572255035945464
-5637	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	4.4170140542533684e+20	0.049796601976468985	0.018139810460902864
-5638	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	4.260140661014381e+20	0.048028040267615556	0.017495562200706888
-5639	GBM_grid_1_AutoML_20190416_021340_model_6	floor	2.9783198018852146e+20	0.03357702826195414	0.012231375321553937
-5640	GBM_grid_1_AutoML_20190416_021340_model_6	room_count	2.8485895684160173e+20	0.03211447353130772	0.011698598695245987
-5641	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	1.9459037161514546e+20	0.021937759682792157	0.007991444933747347
-5642	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.8535948771484972e+20	0.020897086853075016	0.007612350635469709
-5643	GBM_grid_1_AutoML_20190416_021340_model_6	bathroom_count	1.835242884588823e+20	0.020690189872955785	0.007536982601199629
-5644	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	9.66976496163881e+19	0.010901514713023204	0.003971182827383096
-5645	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_central	1.2159793760691028e+19	0.0013708727266421067	0.0004993788820984172
-5646	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.0	0.0	0.0
-5647	DeepLearning_grid_1_AutoML_20190416_022142_model_5	city	1.0	1.0	0.07562582846674598
-5648	DeepLearning_grid_1_AutoML_20190416_022142_model_5	room_count	0.7684967517852783	0.7684967517852783	0.05811820352776492
-5649	DeepLearning_grid_1_AutoML_20190416_022142_model_5	bathroom_count	0.7611314654350281	0.7611314654350281	0.05756119764563243
-5650	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_district	0.7591797709465027	0.7591797709465027	0.05741359913302372
-5651	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	0.7557488679885864	0.7557488679885864	0.05715413425444229
-5652	DeepLearning_grid_1_AutoML_20190416_022142_model_5	supply_area	0.7386886477470398	0.7386886477470398	0.05586394096485018
-5653	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	0.737084150314331	0.737084150314331	0.05574259951722881
-5654	DeepLearning_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	0.7325300574302673	0.7325300574302673	0.05539819246995698
-5655	DeepLearning_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	0.7313550114631653	0.7313550114631653	0.05530932864520838
-5656	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	0.7272319793701172	0.7272319793701172	0.054997520927376635
-5657	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_type_central	0.7266594767570496	0.7266594767570496	0.05495422494296402
-5658	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	0.7248222827911377	0.7248222827911377	0.05481528562723783
-5659	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	0.7131882905960083	0.7131882905960083	0.053935455329105514
-5660	DeepLearning_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	0.6978984475135803	0.6978984475135803	0.05277914827887035
-5661	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	0.6951311230659485	0.6951311230659485	0.05256986707488191
-5662	DeepLearning_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	0.6714439988136292	0.6714439988136292	0.050778508679305515
-5663	DeepLearning_grid_1_AutoML_20190416_022142_model_5	floor	0.6642676591873169	0.6642676591873169	0.05023579204970691
-5664	DeepLearning_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	0.6181376576423645	0.6181376576423645	0.046747172465697616
-5665	GBM_grid_1_AutoML_20190416_030706_model_67	supply_area	6.036623251677553e+21	1.0	0.420803804567067
-5666	GBM_grid_1_AutoML_20190416_030706_model_67	city	2.922650384678823e+21	0.48415318677815955	0.20373350298951934
-5667	GBM_grid_1_AutoML_20190416_030706_model_67	exclusive_use_area	1.990790178843782e+21	0.32978539422524833	0.13877494858063455
-5668	GBM_grid_1_AutoML_20190416_030706_model_67	apartment_building_count_in_sites	5.81196463233464e+20	0.0962784058243078	0.04051431946852079
-5669	GBM_grid_1_AutoML_20190416_030706_model_67	heat_fuel_cogeneration	5.70971708782589e+20	0.09458461874756194	0.0398015674224996
-5670	GBM_grid_1_AutoML_20190416_030706_model_67	heat_type_district	4.37115685473511e+20	0.0724106287984824	0.030470668089495022
-5671	GBM_grid_1_AutoML_20190416_030706_model_67	total_parking_capacity_in_site	4.280533523077068e+20	0.0709094032311446	0.02983894665924592
-5672	GBM_grid_1_AutoML_20190416_030706_model_67	heat_type_individual	3.4606373779468295e+20	0.057327370512730486	0.024123575617582882
-5673	GBM_grid_1_AutoML_20190416_030706_model_67	bathroom_count	2.953900088436961e+20	0.048932987289145205	0.020591187220104234
-5674	GBM_grid_1_AutoML_20190416_030706_model_67	floor	2.515663956634281e+20	0.041673363596696024	0.0175363099505964
-5675	GBM_grid_1_AutoML_20190416_030706_model_67	total_household_count_in_sites	1.8405402436505174e+20	0.030489566217985178	0.012830125464127684
-5676	GBM_grid_1_AutoML_20190416_030706_model_67	front_door_structure_stairway	9.697162152575081e+19	0.01606388497059226	0.00675974391175295
-5677	GBM_grid_1_AutoML_20190416_030706_model_67	total_household_count_of_area_type	8.64445453577025e+19	0.014320016630767858	0.0060259174796907875
-5678	GBM_grid_1_AutoML_20190416_030706_model_67	room_count	6.187510921207113e+19	0.010249953762623217	0.004313219539948374
-5679	GBM_grid_1_AutoML_20190416_030706_model_67	front_door_structure_corridor	4.440637193517531e+19	0.007356160900522484	0.003095500493947363
-5680	GBM_grid_1_AutoML_20190416_030706_model_67	heat_type_central	1.1285034404260348e+19	0.0018694283101275673	0.0007866625452670632
-5681	GBM_grid_1_AutoML_20190416_030706_model_67	heat_fuel_gas	0.0	0.0	0.0
-5682	GBM_grid_1_AutoML_20190416_030706_model_67	front_door_structure_mixed	0.0	0.0	0.0
-5683	DeepLearning_grid_1_AutoML_20190416_020809_model_1	city	1.0	1.0	0.117216195630159
-5684	DeepLearning_grid_1_AutoML_20190416_020809_model_1	supply_area	0.700688898563385	0.700688898563385	0.08213208700988638
-5685	DeepLearning_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.6795383095741272	0.6795383095741272	0.07965289543322844
-5686	DeepLearning_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.6287859082221985	0.6287859082221985	0.07370389202766042
-5687	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.5363758206367493	0.5363758206367493	0.06287193312304427
-5688	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.4726800322532654	0.4726800322532654	0.05540575513106862
-5689	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.4637191891670227	0.4637191891670227	0.054355399194860446
-5690	DeepLearning_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.4558580815792084	0.4558580815792084	0.05343395006997747
-5691	DeepLearning_grid_1_AutoML_20190416_020809_model_1	room_count	0.4473789930343628	0.4473789930343628	0.05244006356833941
-5692	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.43798118829727173	0.43798118829727173	0.051338488649782514
-5693	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.42868953943252563	0.42868953943252563	0.05024935691872569
-5694	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.4058772921562195	0.4058772921562195	0.04757539207922262
-5695	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.37632983922958374	0.37632983922958374	0.04411195205660117
-5696	DeepLearning_grid_1_AutoML_20190416_020809_model_1	floor	0.35347601771354675	0.35347601771354675	0.041433114042880644
-5697	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.3185288608074188	0.3185288608074188	0.03733674126225409
-5698	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.297958642244339	0.297958642244339	0.034925578499009
-5699	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.2943436801433563	0.2943436801433563	0.034501846394184604
-5700	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.23303399980068207	0.23303399980068207	0.027315358909115184
-5701	GBM_grid_1_AutoML_20190416_030706_model_33	supply_area	7.139404492783024e+20	1.0	0.29418270757050824
-5702	GBM_grid_1_AutoML_20190416_030706_model_33	city	6.155315901331879e+20	0.8621609698055452	0.2536328484590105
-5703	GBM_grid_1_AutoML_20190416_030706_model_33	exclusive_use_area	4.504592530350843e+20	0.6309479361905295	0.18561397220455422
-5704	GBM_grid_1_AutoML_20190416_030706_model_33	apartment_building_count_in_sites	1.211624606335668e+20	0.16970947752861704	0.04992559359974488
-5705	GBM_grid_1_AutoML_20190416_030706_model_33	total_parking_capacity_in_site	9.098983846599826e+19	0.1274473782203778	0.03749281479763336
-5706	GBM_grid_1_AutoML_20190416_030706_model_33	heat_type_individual	7.0698100686741045e+19	0.09902520687573775	0.02913150347643424
-5707	GBM_grid_1_AutoML_20190416_030706_model_33	heat_fuel_gas	5.59218518819896e+19	0.07832845433890048	0.023042876777230666
-5708	GBM_grid_1_AutoML_20190416_030706_model_33	room_count	5.528982181201838e+19	0.07744318432708071	0.022782445648222547
-5709	GBM_grid_1_AutoML_20190416_030706_model_33	total_household_count_in_sites	5.455577025712908e+19	0.07641501516306803	0.022479976059712796
-5710	GBM_grid_1_AutoML_20190416_030706_model_33	heat_type_district	4.879180924693198e+19	0.06834156727813072	0.020104907301492544
-5711	GBM_grid_1_AutoML_20190416_030706_model_33	heat_fuel_cogeneration	4.542110242035676e+19	0.06362029559506172	0.018715990814591334
-5712	GBM_grid_1_AutoML_20190416_030706_model_33	floor	4.382772535375587e+19	0.06138848891116871	0.01805943188154973
-5713	GBM_grid_1_AutoML_20190416_030706_model_33	total_household_count_of_area_type	2.621701033938859e+19	0.03672156461493456	0.010802849304646815
-5714	GBM_grid_1_AutoML_20190416_030706_model_33	front_door_structure_stairway	1.5653234672228368e+19	0.0219251265116743	0.006449993081030278
-5715	GBM_grid_1_AutoML_20190416_030706_model_33	bathroom_count	1.144758730282238e+19	0.0160343727749203	0.004717035197120897
-5716	GBM_grid_1_AutoML_20190416_030706_model_33	front_door_structure_corridor	6.466944214776152e+18	0.009058100323792218	0.002664736478698492
-5717	GBM_grid_1_AutoML_20190416_030706_model_33	heat_type_central	4.861422973526999e+17	0.0006809283573218527	0.00020031734781848112
-5718	GBM_grid_1_AutoML_20190416_030706_model_33	front_door_structure_mixed	0.0	0.0	0.0
-5719	GBM_grid_1_AutoML_20190416_023844_model_3	exclusive_use_area	6.58804321599661e+19	1.0	0.2197803299317967
-5720	GBM_grid_1_AutoML_20190416_023844_model_3	city	5.6378910069563064e+19	0.8557762634687622	0.18808278953296473
-5721	GBM_grid_1_AutoML_20190416_023844_model_3	bathroom_count	4.472336113746313e+19	0.6788565234191103	0.14919931069340453
-5722	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_district	3.369003463161466e+19	0.5113815062689776	0.11239159616881507
-5723	GBM_grid_1_AutoML_20190416_023844_model_3	supply_area	2.25338882788971e+19	0.342042204947623	0.0751741486539878
-5724	GBM_grid_1_AutoML_20190416_023844_model_3	apartment_building_count_in_sites	2.1526669657156616e+19	0.32675361941899705	0.0718140182823159
-5725	GBM_grid_1_AutoML_20190416_023844_model_3	total_parking_capacity_in_site	1.8102679397587747e+19	0.274780823441354	0.060391420034871565
-5726	GBM_grid_1_AutoML_20190416_023844_model_3	total_household_count_of_area_type	1.0317828110166262e+19	0.1566144570077084	0.034420777033243345
-5727	GBM_grid_1_AutoML_20190416_023844_model_3	total_household_count_in_sites	1.0015736190923178e+19	0.1520289995457785	0.03341298367937217
-5728	GBM_grid_1_AutoML_20190416_023844_model_3	floor	6.502622817341669e+18	0.09870340257563082	0.02169306638346309
-5729	GBM_grid_1_AutoML_20190416_023844_model_3	heat_fuel_cogeneration	2.879310615988404e+18	0.04370509605943492	0.009605520431643476
-5730	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_corridor	1.8368310686620058e+18	0.027881284448801814	0.006127757895079935
-5731	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_individual	1.2934467872180142e+18	0.01963324685055739	0.004315001470447911
-5732	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_stairway	1.168687401837527e+18	0.017739522397178645	0.00389879808528442
-5733	GBM_grid_1_AutoML_20190416_023844_model_3	room_count	1.156904622917419e+18	0.01756067143136382	0.003859490161009017
-5734	GBM_grid_1_AutoML_20190416_023844_model_3	heat_fuel_gas	7.434414529099858e+17	0.01128470819840427	0.0024801568910293417
-5735	GBM_grid_1_AutoML_20190416_023844_model_3	heat_type_central	6.06150040154538e+17	0.009200759926448695	0.0020221460522581477
-5736	GBM_grid_1_AutoML_20190416_023844_model_3	front_door_structure_mixed	3.988816529582981e+17	0.006054630181990345	0.0013306886190128523
-5737	DeepLearning_1_AutoML_20190416_023643	city	1.0	1.0	0.09345859479645265
-5738	DeepLearning_1_AutoML_20190416_023643	supply_area	0.8685116767883301	0.8685116767883301	0.0811698808769482
-5739	DeepLearning_1_AutoML_20190416_023643	heat_type_district	0.7772834897041321	0.7772834897041321	0.07264382270623115
-5740	DeepLearning_1_AutoML_20190416_023643	exclusive_use_area	0.7709730863571167	0.7709730863571167	0.07205406127682026
-5741	DeepLearning_1_AutoML_20190416_023643	total_household_count_in_sites	0.7088215351104736	0.7088215351104736	0.06624546463288929
-5742	DeepLearning_1_AutoML_20190416_023643	front_door_structure_stairway	0.6657958030700684	0.6657958030700684	0.0622243401763043
-5743	DeepLearning_1_AutoML_20190416_023643	heat_type_individual	0.6376777291297913	0.6376777291297913	0.05959646449746325
-5744	DeepLearning_1_AutoML_20190416_023643	front_door_structure_corridor	0.626188337802887	0.626188337802887	0.058522682128984226
-5745	DeepLearning_1_AutoML_20190416_023643	front_door_structure_mixed	0.6219073534011841	0.6219073534011841	0.05812258734245554
-5746	DeepLearning_1_AutoML_20190416_023643	room_count	0.5615919828414917	0.5615919828414917	0.05248559756531936
-5747	DeepLearning_1_AutoML_20190416_023643	heat_fuel_gas	0.5610179901123047	0.5610179901123047	0.05243195301142616
-5748	DeepLearning_1_AutoML_20190416_023643	heat_type_central	0.4958316385746002	0.4958316385746002	0.04633972819680472
-5749	DeepLearning_1_AutoML_20190416_023643	apartment_building_count_in_sites	0.47458893060684204	0.47458893060684204	0.04435441456046663
-5750	DeepLearning_1_AutoML_20190416_023643	floor	0.4503808319568634	0.4503808319568634	0.042091959677945726
-5751	DeepLearning_1_AutoML_20190416_023643	bathroom_count	0.40448182821273804	0.40448182821273804	0.037802303285462656
-5752	DeepLearning_1_AutoML_20190416_023643	total_parking_capacity_in_site	0.37633174657821655	0.37633174657821655	0.03517143621249485
-5753	DeepLearning_1_AutoML_20190416_023643	total_household_count_of_area_type	0.37325751781463623	0.37325751781463623	0.03488412311216779
-5754	DeepLearning_1_AutoML_20190416_023643	heat_fuel_cogeneration	0.3252840042114258	0.3252840042114258	0.03040058594336324
-5755	GBM_grid_1_AutoML_20190416_030706_model_6	city	6.807119764338885e+20	1.0	0.2944117063661677
-5756	GBM_grid_1_AutoML_20190416_030706_model_6	exclusive_use_area	5.078839130118716e+20	0.746106915398451	0.21966261009405588
-5757	GBM_grid_1_AutoML_20190416_030706_model_6	supply_area	4.2960364611068494e+20	0.6311092811401542	0.18580596036399824
-5758	GBM_grid_1_AutoML_20190416_030706_model_6	apartment_building_count_in_sites	1.4533540848817563e+20	0.21350499700263575	0.06285837048524952
-5759	GBM_grid_1_AutoML_20190416_030706_model_6	total_parking_capacity_in_site	8.81032773954584e+19	0.12942812884975746	0.03810515626643732
-5760	GBM_grid_1_AutoML_20190416_030706_model_6	heat_fuel_gas	6.465458224811213e+19	0.09498082079710764	0.027963465522935653
-5761	GBM_grid_1_AutoML_20190416_030706_model_6	heat_fuel_cogeneration	5.701689069646381e+19	0.0837606692263058	0.024660121553288845
-5762	GBM_grid_1_AutoML_20190416_030706_model_6	heat_type_individual	5.623648373134747e+19	0.08261421229278051	0.02432259121121434
-5763	GBM_grid_1_AutoML_20190416_030706_model_6	room_count	5.350377512385905e+19	0.07859972642784167	0.023140679577534837
-5764	GBM_grid_1_AutoML_20190416_030706_model_6	total_household_count_in_sites	4.819319113630561e+19	0.07079821246686437	0.02084382254004403
-5765	GBM_grid_1_AutoML_20190416_030706_model_6	floor	4.644289177018853e+19	0.06822693500045847	0.02008680835361859
-5766	GBM_grid_1_AutoML_20190416_030706_model_6	bathroom_count	4.611897564464572e+19	0.06775108598243511	0.019946712832249667
-5767	GBM_grid_1_AutoML_20190416_030706_model_6	total_household_count_of_area_type	4.208476192921931e+19	0.061824623902891805	0.018201893018696937
-5768	GBM_grid_1_AutoML_20190416_030706_model_6	heat_type_district	3.062027733170127e+19	0.044982721608799466	0.013243439825840935
-5769	GBM_grid_1_AutoML_20190416_030706_model_6	front_door_structure_corridor	9.301825490031477e+18	0.013664847706605438	0.00402309113053552
-5770	GBM_grid_1_AutoML_20190416_030706_model_6	front_door_structure_stairway	5.211091929135055e+18	0.007655355142177613	0.0022538261702475275
-5771	GBM_grid_1_AutoML_20190416_030706_model_6	heat_type_central	1.0861009531714929e+18	0.001595536718571274	0.0004697446878844447
-5772	GBM_grid_1_AutoML_20190416_030706_model_6	front_door_structure_mixed	0.0	0.0	0.0
-5773	DeepLearning_1_AutoML_20190416_015849	city	1.0	1.0	0.10113582441701437
-5774	DeepLearning_1_AutoML_20190416_015849	exclusive_use_area	0.7808131575584412	0.7808131575584412	0.07896818240532508
-5775	DeepLearning_1_AutoML_20190416_015849	heat_type_individual	0.757499098777771	0.757499098777771	0.07661029585003527
-5776	DeepLearning_1_AutoML_20190416_015849	supply_area	0.6812328100204468	0.6812328100204468	0.06889704186133722
-5777	DeepLearning_1_AutoML_20190416_015849	bathroom_count	0.6282981038093567	0.6282981038093567	0.06354344670840616
-5778	DeepLearning_1_AutoML_20190416_015849	apartment_building_count_in_sites	0.568518877029419	0.568518877029419	0.0574976253250055
-5779	DeepLearning_1_AutoML_20190416_015849	total_household_count_in_sites	0.5374017953872681	0.5374017953872681	0.054350573619675026
-5780	DeepLearning_1_AutoML_20190416_015849	front_door_structure_corridor	0.5108906030654907	0.5108906030654907	0.05166934232793405
-5781	DeepLearning_1_AutoML_20190416_015849	floor	0.5063374042510986	0.5063374042510986	0.05120885081210593
-5782	DeepLearning_1_AutoML_20190416_015849	total_parking_capacity_in_site	0.5059372782707214	0.5059372782707214	0.05116838374120982
-5783	DeepLearning_1_AutoML_20190416_015849	heat_fuel_cogeneration	0.4903944432735443	0.4903944432735443	0.04959644630999269
-5784	DeepLearning_1_AutoML_20190416_015849	heat_type_district	0.48135486245155334	0.48135486245155334	0.0486822208511764
-5785	DeepLearning_1_AutoML_20190416_015849	total_household_count_of_area_type	0.4433438181877136	0.4433438181877136	0.044837942552601345
-5786	DeepLearning_1_AutoML_20190416_015849	heat_type_central	0.4407172203063965	0.4407172203063965	0.044572299410462354
-5787	DeepLearning_1_AutoML_20190416_015849	room_count	0.4216771721839905	0.4216771721839905	0.0426466684466632
-5788	DeepLearning_1_AutoML_20190416_015849	front_door_structure_mixed	0.4205125868320465	0.4205125868320465	0.042528887146990366
-5789	DeepLearning_1_AutoML_20190416_015849	heat_fuel_gas	0.3948497474193573	0.3948497474193573	0.03993345472610659
-5790	DeepLearning_1_AutoML_20190416_015849	front_door_structure_stairway	0.3179141879081726	0.3179141879081726	0.03215251348795865
-5791	GBM_grid_1_AutoML_20190416_020809_model_11	supply_area	6.623709262139338e+20	1.0	0.24497434277084765
-5792	GBM_grid_1_AutoML_20190416_020809_model_11	city	6.435682570321736e+20	0.9716130819792546	0.2380202761854256
-5793	GBM_grid_1_AutoML_20190416_020809_model_11	exclusive_use_area	4.093460679586795e+20	0.618001261466099	0.15139445285921238
-5794	GBM_grid_1_AutoML_20190416_020809_model_11	room_count	1.8274198153767315e+20	0.2758907045969146	0.06758614403521523
-5795	GBM_grid_1_AutoML_20190416_020809_model_11	apartment_building_count_in_sites	1.4728570462133866e+20	0.22236136701109982	0.05447282974117142
-5796	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_cogeneration	1.446871364324389e+20	0.21843823559627007	0.05351176320121984
-5797	GBM_grid_1_AutoML_20190416_020809_model_11	total_parking_capacity_in_site	1.1429969608108199e+20	0.17256146300745884	0.04227313098782817
-5798	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_in_sites	8.928639588741048e+19	0.1347981808286262	0.03302209575519858
-5799	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_gas	5.75739692577928e+19	0.08692103922326665	0.021293424456678818
-5800	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_district	4.9671176656594665e+19	0.07498997116390911	0.01837061890028345
-5801	GBM_grid_1_AutoML_20190416_020809_model_11	floor	4.846136202232018e+19	0.07316348001462256	0.017923175431410206
-5802	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_of_area_type	4.774080367412694e+19	0.07207563282858753	0.017656680781976162
-5803	GBM_grid_1_AutoML_20190416_020809_model_11	bathroom_count	3.4857293767847707e+19	0.05262503589505291	0.012891783581682852
-5804	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_individual	2.804398744740351e+19	0.042338795888432174	0.01037191869647774
-5805	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_corridor	2.262390529586312e+19	0.03415594555935568	0.00836733031512001
-5806	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_stairway	1.9659239317332558e+19	0.029680106024132735	0.0072708644666309935
-5807	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_central	1.6200527305192243e+18	0.002445839130922206	0.0005991678336208885
-5808	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_mixed	0.0	0.0	0.0
-5809	GBM_grid_1_AutoML_20190416_021340_model_5	supply_area	5.009513180361021e+21	1.0	0.18980105693063345
-5810	GBM_grid_1_AutoML_20190416_021340_model_5	city	4.915845063511156e+21	0.9813019522102315	0.1862521476975959
-5811	GBM_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.3114296238957134e+21	0.8606484240420745	0.16335198052886976
-5812	GBM_grid_1_AutoML_20190416_021340_model_5	room_count	1.979770855718025e+21	0.3952022450962687	0.07500980382063106
-5813	GBM_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.552931082772406e+21	0.3099964062097728	0.05883764554331287
-5814	GBM_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2987325794173846e+21	0.25925325129572546	0.04920654110863181
-5815	GBM_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	1.2115517570932581e+21	0.24185019850690265	0.045903423295493635
-5816	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.1655495979619938e+21	0.2326672385115865	0.0441604877826309
-5817	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	9.634628792139739e+20	0.19232664822423723	0.03650380110888637
-5818	GBM_grid_1_AutoML_20190416_021340_model_5	floor	8.952148378795922e+20	0.1787029608763454	0.033918010850964
-5819	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.433803393049349e+20	0.14839372860006364	0.028165286530169645
-5820	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	5.942269602521909e+20	0.11861970192667837	0.02251414479848025
-5821	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_district	5.5368587306595045e+20	0.11052688218020577	0.020978119057050652
-5822	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	4.8620478067436107e+20	0.09705629333014784	0.018421387055831653
-5823	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	2.8579102604260698e+20	0.05704966046661062	0.010828085854096472
-5824	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	1.8640335525816723e+20	0.03720987420273315	0.007062473451934663
-5825	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.4018173360599885e+20	0.02798310505610774	0.005311222915850202
-5826	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_central	9.96191223801331e+19	0.019885988676639002	0.003774381668936692
-5827	DeepLearning_grid_1_AutoML_20190416_030706_model_3	city	1.0	1.0	0.10324169042088797
-5828	DeepLearning_grid_1_AutoML_20190416_030706_model_3	apartment_building_count_in_sites	0.60982346534729	0.60982346534729	0.06295920542077803
-5829	DeepLearning_grid_1_AutoML_20190416_030706_model_3	total_parking_capacity_in_site	0.5730578899383545	0.5730578899383545	0.059163465266262885
-5830	DeepLearning_grid_1_AutoML_20190416_030706_model_3	exclusive_use_area	0.5626497268676758	0.5626497268676758	0.058088908916669756
-5831	DeepLearning_grid_1_AutoML_20190416_030706_model_3	supply_area	0.5535629391670227	0.5535629391670227	0.0571507735939586
-5832	DeepLearning_grid_1_AutoML_20190416_030706_model_3	total_household_count_in_sites	0.5346014499664307	0.5346014499664307	0.055193157395992065
-5833	DeepLearning_grid_1_AutoML_20190416_030706_model_3	front_door_structure_stairway	0.5169215202331543	0.5169215202331543	0.05336785156380609
-5834	DeepLearning_grid_1_AutoML_20190416_030706_model_3	room_count	0.5079754590988159	0.5079754590988159	0.052444245089688396
-5835	DeepLearning_grid_1_AutoML_20190416_030706_model_3	front_door_structure_corridor	0.5045744776725769	0.5045744776725769	0.052093122018153436
-5836	DeepLearning_grid_1_AutoML_20190416_030706_model_3	heat_type_individual	0.5009267330169678	0.5009267330169678	0.05171652269368459
-5837	DeepLearning_grid_1_AutoML_20190416_030706_model_3	floor	0.4956977963447571	0.4956977963447571	0.05117667843254178
-5838	DeepLearning_grid_1_AutoML_20190416_030706_model_3	heat_fuel_cogeneration	0.49451175332069397	0.49451175332069397	0.05105422934582561
-5839	DeepLearning_grid_1_AutoML_20190416_030706_model_3	bathroom_count	0.49264755845069885	0.49264755845069885	0.050861766716173366
-5840	DeepLearning_grid_1_AutoML_20190416_030706_model_3	heat_fuel_gas	0.48865747451782227	0.48865747451782227	0.05044982370602196
-5841	DeepLearning_grid_1_AutoML_20190416_030706_model_3	heat_type_district	0.4791611433029175	0.4791611433029175	0.049469406418598545
-5842	DeepLearning_grid_1_AutoML_20190416_030706_model_3	heat_type_central	0.47610270977020264	0.47610270977020264	0.04915364857064114
-5843	DeepLearning_grid_1_AutoML_20190416_030706_model_3	total_household_count_of_area_type	0.45517557859420776	0.45517557859420776	0.04699309617237176
-5844	DeepLearning_grid_1_AutoML_20190416_030706_model_3	front_door_structure_mixed	0.43996188044548035	0.43996188044548035	0.04542240825794401
-5845	XGBoost_grid_1_AutoML_20190416_021340_model_5	supply_area	5.06417006170744e+20	1.0	0.24043082919084116
-5846	XGBoost_grid_1_AutoML_20190416_021340_model_5	city	4.703938034669422e+20	0.9288665225202642	0.22332814821716027
-5847	XGBoost_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.433381120461651e+20	0.8754408059840882	0.21048295889025265
-5848	XGBoost_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.3337058452736836e+20	0.26336118831365035	0.06332014888293623
-5849	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.0324426499346871e+20	0.20387203378920252	0.04901712213276115
-5850	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	9.523684726381792e+19	0.18806012851730294	0.0452154526371513
-5851	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.639207118476044e+19	0.15084815528292905	0.0362685470565834
-5852	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	5.587984174171554e+19	0.11034353321632931	0.02652998718704918
-5853	XGBoost_grid_1_AutoML_20190416_021340_model_5	floor	5.390160042102096e+19	0.10643718470000876	0.02559078057416182
-5854	XGBoost_grid_1_AutoML_20190416_021340_model_5	room_count	4.513046631276347e+19	0.08911720136339032	0.021426522618967096
-5855	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	4.11925522237442e+19	0.08134117085684062	0.019556925156464074
-5856	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_district	2.888579773888463e+19	0.05703954919939135	0.013714066110681444
-5857	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	2.198051727077697e+19	0.04340398723372651	0.010435656640793548
-5858	XGBoost_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2357648679086064e+19	0.02440212024577932	0.005867022004707335
-5859	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	9.54269770135162e+18	0.018843556960119533	0.004530572024826386
-5860	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_central	4.182091157414609e+18	0.00825819651878865	0.0019855250366332734
-5861	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	3.680914790898729e+18	0.007268544985745736	0.001747582297933778
-5862	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.1629949552626237e+18	0.0022965163908229957	0.0005521533400959307
-5863	GBM_grid_1_AutoML_20190416_023844_model_6	supply_area	6.527366007110815e+20	1.0	0.28875807618139715
-5864	GBM_grid_1_AutoML_20190416_023844_model_6	city	5.976292890331809e+20	0.9155749629822083	0.2643796649105964
-5865	GBM_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	2.7474939602494554e+20	0.42091924326847563	0.12154383091393453
-5866	GBM_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	1.9093923654692923e+20	0.29252111240418094	0.08446783366027352
-5867	GBM_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	9.70690118676927e+19	0.14871084563351766	0.042941457692443286
-5868	GBM_grid_1_AutoML_20190416_023844_model_6	room_count	7.4954534498234e+19	0.11483121126742343	0.03315843965116077
-5869	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_district	5.388268002493019e+19	0.08254888720232817	0.02383665785945944
-5870	GBM_grid_1_AutoML_20190416_023844_model_6	total_household_count_in_sites	5.0387811947299996e+19	0.07719470900269461	0.022290595663000873
-5871	GBM_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	4.67963011956348e+19	0.07169247311190396	0.02070178061247993
-5872	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_individual	4.627856316034764e+19	0.07089929247100969	0.020472743296550976
-5873	GBM_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	4.222402607199342e+19	0.06468769489254195	0.018679094329779603
-5874	GBM_grid_1_AutoML_20190416_023844_model_6	floor	4.116823102653779e+19	0.06307020470690587	0.01821203097553304
-5875	GBM_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	3.501708799173565e+19	0.053646582639289044	0.015490883996627444
-5876	GBM_grid_1_AutoML_20190416_023844_model_6	bathroom_count	1.9981539160782537e+19	0.030611948432208255	0.008839447337448592
-5877	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_stairway	1.8433785229664584e+19	0.028240771560202223	0.008154750865602307
-5878	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	1.6971008154210927e+19	0.025999780211072833	0.007507646514888552
-5879	GBM_grid_1_AutoML_20190416_023844_model_6	heat_type_central	1.2773286339495854e+18	0.0019568821980536755	0.0005650655388236032
-5880	GBM_grid_1_AutoML_20190416_023844_model_6	front_door_structure_mixed	0.0	0.0	0.0
-5881	GBM_grid_1_AutoML_20190416_030706_model_55	supply_area	1.502883917119577e+20	1.0	0.2682003189902125
-5882	GBM_grid_1_AutoML_20190416_030706_model_55	total_parking_capacity_in_site	6.257889341087102e+19	0.41639206260726735	0.11167648401626164
-5883	GBM_grid_1_AutoML_20190416_030706_model_55	room_count	6.01157190838156e+19	0.40000241135744674	0.10728077432292142
-5884	GBM_grid_1_AutoML_20190416_030706_model_55	city	5.250684353290804e+19	0.3493739132796264	0.09370219498845464
-5885	GBM_grid_1_AutoML_20190416_030706_model_55	exclusive_use_area	4.879484829707115e+19	0.3246747652379647	0.08707787560489448
-5886	GBM_grid_1_AutoML_20190416_030706_model_55	heat_type_district	4.4232697476498326e+19	0.2943187891801689	0.0789363931429344
-5887	GBM_grid_1_AutoML_20190416_030706_model_55	floor	3.569177471481807e+19	0.2374885665369606	0.06369450930174114
-5888	GBM_grid_1_AutoML_20190416_030706_model_55	total_household_count_of_area_type	2.8899915468185272e+19	0.1922963918835113	0.05157395364382464
-5889	GBM_grid_1_AutoML_20190416_030706_model_55	total_household_count_in_sites	1.8651655657731654e+19	0.12410576389345733	0.03328520546474925
-5890	GBM_grid_1_AutoML_20190416_030706_model_55	heat_type_individual	1.7505835898728612e+19	0.11648162375894104	0.0312404086486459
-5891	GBM_grid_1_AutoML_20190416_030706_model_55	apartment_building_count_in_sites	1.2454651992934973e+19	0.08287168324221289	0.022226211880817345
-5892	GBM_grid_1_AutoML_20190416_030706_model_55	bathroom_count	7.365594859366777e+18	0.04900973904547235	0.013144427645622757
-5893	GBM_grid_1_AutoML_20190416_030706_model_55	heat_fuel_gas	4.801890534916358e+18	0.03195117387455744	0.008569315025268049
-5894	GBM_grid_1_AutoML_20190416_030706_model_55	front_door_structure_corridor	4.5315896200008827e+18	0.03015262568439826	0.008086943826948087
-5895	GBM_grid_1_AutoML_20190416_030706_model_55	heat_fuel_cogeneration	3.935416273478877e+18	0.02618576344220573	0.007023030108201822
-5896	GBM_grid_1_AutoML_20190416_030706_model_55	front_door_structure_stairway	3.1342186429929226e+18	0.020854695477744926	0.005593235979574931
-5897	GBM_grid_1_AutoML_20190416_030706_model_55	front_door_structure_mixed	2.952792352462209e+18	0.019647507826961928	0.005269467866553885
-5898	GBM_grid_1_AutoML_20190416_030706_model_55	heat_type_central	1.9160063512223416e+18	0.012748864562304677	0.00341924954237313
-5899	GBM_grid_1_AutoML_20190416_022142_model_21	room_count	1.0000877170883088e+20	1.0	0.22643361457863287
-5900	GBM_grid_1_AutoML_20190416_022142_model_21	city	8.521806212715092e+19	0.8521058770250458	0.19294541373847715
-5901	GBM_grid_1_AutoML_20190416_022142_model_21	apartment_building_count_in_sites	5.708225006566533e+19	0.5707724341606418	0.12924206536883887
-5902	GBM_grid_1_AutoML_20190416_022142_model_21	supply_area	3.5920156474046677e+19	0.3591700593886495	0.08132817479579414
-5903	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_in_sites	3.4851055138871706e+19	0.3484799837392096	0.07890758232637243
-5904	GBM_grid_1_AutoML_20190416_022142_model_21	exclusive_use_area	3.0852531570882904e+19	0.30849825514013984	0.06985437500258317
-5905	GBM_grid_1_AutoML_20190416_022142_model_21	floor	2.1752076137920463e+19	0.21750168276489024	0.04924969220538923
-5906	GBM_grid_1_AutoML_20190416_022142_model_21	total_household_count_of_area_type	2.166930270355823e+19	0.21667402102134617	0.04906228176515009
-5907	GBM_grid_1_AutoML_20190416_022142_model_21	total_parking_capacity_in_site	1.8615558690991768e+19	0.18613925931607053	0.04214818530192731
-5908	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_district	1.1349360232531755e+19	0.11348364787015572	0.025696512582808133
-5909	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_individual	9.37980285467335e+18	0.093789801578426	0.021237163782015765
-5910	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_gas	6.457271261230793e+18	0.06456704897877082	0.014620150282938702
-5911	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_corridor	3.356922249297789e+18	0.03356627815679261	0.007600533690994362
-5912	GBM_grid_1_AutoML_20190416_022142_model_21	bathroom_count	2.1083844647604716e+18	0.021081995396352807	0.004773672420126264
-5913	GBM_grid_1_AutoML_20190416_022142_model_21	heat_fuel_cogeneration	1.5398260399648276e+18	0.015396909827549252	0.003486377945593252
-5914	GBM_grid_1_AutoML_20190416_022142_model_21	heat_type_central	6.78772989327573e+17	0.00678713454559543	0.0015368354077906802
-5915	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_stairway	6.366309763776512e+17	0.006365751378600684	0.001441420094165468
-5916	GBM_grid_1_AutoML_20190416_022142_model_21	front_door_structure_mixed	1.9254515340620595e+17	0.0019252826538734905	0.00043594871040211736
-5917	GBM_grid_1_AutoML_20190416_023844_model_49	exclusive_use_area	1.1313092401684913e+20	1.0	0.2769832320313448
-5918	GBM_grid_1_AutoML_20190416_023844_model_49	city	5.25728142305746e+19	0.4647077241475079	0.12871624738430734
-5919	GBM_grid_1_AutoML_20190416_023844_model_49	total_parking_capacity_in_site	4.59875488207544e+19	0.40649848147536793	0.11259326321488114
-5920	GBM_grid_1_AutoML_20190416_023844_model_49	supply_area	3.35978625718582e+19	0.29698212813018576	0.08225906970504582
-5921	GBM_grid_1_AutoML_20190416_023844_model_49	total_household_count_in_sites	3.2799348849255645e+19	0.28992381291229163	0.08030403474329746
-5922	GBM_grid_1_AutoML_20190416_023844_model_49	floor	2.3076605019344077e+19	0.20398140667451076	0.056499429295006114
-5923	GBM_grid_1_AutoML_20190416_023844_model_49	apartment_building_count_in_sites	2.285944047774204e+19	0.20206182064187395	0.055967736151524144
-5924	GBM_grid_1_AutoML_20190416_023844_model_49	heat_fuel_cogeneration	2.136871161768706e+19	0.18888479700302382	0.052317921555482004
-5925	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_individual	2.12622019263044e+19	0.187943324171362	0.05205714936769861
-5926	GBM_grid_1_AutoML_20190416_023844_model_49	total_household_count_of_area_type	2.059615076754653e+19	0.18205588742896725	0.050426428110410024
-5927	GBM_grid_1_AutoML_20190416_023844_model_49	bathroom_count	9.025285671262093e+18	0.07977735309505574	0.02209698910317434
-5928	GBM_grid_1_AutoML_20190416_023844_model_49	heat_fuel_gas	3.717728364342018e+18	0.0328621762497787	0.0091022717892474
-5929	GBM_grid_1_AutoML_20190416_023844_model_49	room_count	2.349386968208507e+18	0.02076697409329567	0.005752103603872241
-5930	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_stairway	1.8249085143262167e+18	0.016130943242843348	0.004468000795116932
-5931	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_mixed	1.2527900083187876e+18	0.011073806911823717	0.003067258829327978
-5932	GBM_grid_1_AutoML_20190416_023844_model_49	front_door_structure_corridor	1.022465137165992e+18	0.009037892566083092	0.0025033446937057593
-5933	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_district	1.0131134471743734e+18	0.008955230022018432	0.0024804485550827962
-5934	GBM_grid_1_AutoML_20190416_023844_model_49	heat_type_central	9.823262969629245e+17	0.008683092668956033	0.0024050710714751174
-5935	GBM_grid_1_AutoML_20190416_030706_model_20	city	3.946496612902906e+20	1.0	0.2876643032264795
-5936	GBM_grid_1_AutoML_20190416_030706_model_20	supply_area	3.0952216373689634e+20	0.7842960329040358	0.22561397182863152
-5937	GBM_grid_1_AutoML_20190416_030706_model_20	exclusive_use_area	2.3401410869696083e+20	0.5929667035108087	0.17057535360193926
-5938	GBM_grid_1_AutoML_20190416_030706_model_20	room_count	9.916289542335024e+19	0.25126816300599697	0.0722808810341176
-5939	GBM_grid_1_AutoML_20190416_030706_model_20	apartment_building_count_in_sites	8.248995387631311e+19	0.2090207137302884	0.06012779797512485
-5940	GBM_grid_1_AutoML_20190416_030706_model_20	total_parking_capacity_in_site	4.225406472966426e+19	0.1070672773201334	0.030799433728652428
-5941	GBM_grid_1_AutoML_20190416_030706_model_20	heat_fuel_gas	3.807117505192998e+19	0.09646828259641185	0.02775048129655194
-5942	GBM_grid_1_AutoML_20190416_030706_model_20	heat_type_individual	2.9512514968670437e+19	0.07478155402992238	0.021511983634210956
-5943	GBM_grid_1_AutoML_20190416_030706_model_20	floor	2.8348187130437042e+19	0.07183127191279938	0.020663292784667223
-5944	GBM_grid_1_AutoML_20190416_030706_model_20	heat_type_district	2.523467586480793e+19	0.06394196762339593	0.018393821563314303
-5945	GBM_grid_1_AutoML_20190416_030706_model_20	total_household_count_in_sites	2.4866174542758806e+19	0.06300822471622017	0.01812521706052892
-5946	GBM_grid_1_AutoML_20190416_030706_model_20	heat_fuel_cogeneration	2.3941669981752656e+19	0.06066562911387372	0.017451335928838515
-5947	GBM_grid_1_AutoML_20190416_030706_model_20	total_household_count_of_area_type	1.4877249942878945e+19	0.037697358954365746	0.010844184497086112
-5948	GBM_grid_1_AutoML_20190416_030706_model_20	bathroom_count	1.0758635515881193e+19	0.02726123083624672	0.00784208297360513
-5949	GBM_grid_1_AutoML_20190416_030706_model_20	front_door_structure_corridor	1.057650581278661e+19	0.026799733663034616	0.0077093267108320805
-5950	GBM_grid_1_AutoML_20190416_030706_model_20	front_door_structure_stairway	3.135140583492813e+18	0.007944110665755044	0.0022852370594184687
-5951	GBM_grid_1_AutoML_20190416_030706_model_20	heat_type_central	4.9566451472583885e+17	0.0012559608263827831	0.00036129509600115676
-5952	GBM_grid_1_AutoML_20190416_030706_model_20	front_door_structure_mixed	0.0	0.0	0.0
-5953	XGBoost_grid_1_AutoML_20190416_020809_model_5	supply_area	5.802215042828825e+20	1.0	0.24278697890305997
-5954	XGBoost_grid_1_AutoML_20190416_020809_model_5	city	4.539904621710357e+20	0.7824433579588532	0.18996705904159553
-5955	XGBoost_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	3.962916807513043e+20	0.683000677889552	0.16582367117354632
-5956	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	1.4486755309641741e+20	0.24967629091145915	0.060618152374114706
-5957	XGBoost_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	1.3447171463626044e+20	0.2317592740766461	0.05626813398583517
-5958	XGBoost_grid_1_AutoML_20190416_020809_model_5	bathroom_count	1.031102301279963e+20	0.1777083913072717	0.04314528345121531
-5959	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	9.41485330624592e+19	0.16226308809222936	0.03939536494539345
-5960	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	9.39887960131759e+19	0.161987784526084	0.03932852482428779
-5961	XGBoost_grid_1_AutoML_20190416_020809_model_5	room_count	8.892377695256995e+19	0.15325832685652385	0.03720912616923313
-5962	XGBoost_grid_1_AutoML_20190416_020809_model_5	floor	6.1380214630362644e+19	0.10578755557539142	0.025683841023688845
-5963	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	4.7878968305273274e+19	0.08251843124023589	0.02003440062463676
-5964	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.466908044742309e+19	0.0769862545901867	0.01869126016901326
-5965	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.7830228073819144e+19	0.06519963116598883	0.015829621476384222
-5966	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	3.334731245919037e+19	0.05747341698478681	0.013953797276972204
-5967	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	3.302315883913596e+19	0.0569147447920782	0.013818158943107332
-5968	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	2.0635033896751202e+19	0.03556406259408605	0.008634491314737475
-5969	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	1.1899703185628987e+19	0.02050889720183032	0.004979293192265804
-5970	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_central	9.159868643280945e+18	0.01578684791181942	0.003832841110912718
-5971	DeepLearning_grid_1_AutoML_20190416_015849_model_1	city	1.0	1.0	0.11758106587815784
-5972	DeepLearning_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.58933025598526	0.58933025598526	0.06929407965299447
-5973	DeepLearning_grid_1_AutoML_20190416_015849_model_1	supply_area	0.5573058724403381	0.5573058724403381	0.06552861850169163
-5974	DeepLearning_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.5437310934066772	0.5437310934066772	0.0639324815138533
-5975	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.5327525734901428	0.5327525734901428	0.06264161544030261
-5976	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.4413248300552368	0.4413248300552368	0.05189144391639161
-5977	DeepLearning_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.43260762095451355	0.43260762095451355	0.05086646517884579
-5978	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.4302734434604645	0.4302734434604645	0.050592010101146695
-5979	DeepLearning_grid_1_AutoML_20190416_015849_model_1	floor	0.4301404356956482	0.4301404356956482	0.05057637090638952
-5980	DeepLearning_grid_1_AutoML_20190416_015849_model_1	room_count	0.42886799573898315	0.42886799573898315	0.05042675606001889
-5981	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.4197019636631012	0.4197019636631012	0.049349004238663306
-5982	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.40755409002304077	0.40755409002304077	0.047920644307911826
-5983	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.4042295813560486	0.4042295813560486	0.04752974503532571
-5984	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.4011259377002716	0.4011259377002716	0.04716481530617347
-5985	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.38356807827949524	0.38356807827949524	0.045100343480939734
-5986	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.3733125627040863	0.3733125627040863	0.043894489028453096
-5987	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.3719974756240845	0.3719974756240845	0.04373985968786389
-5988	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.3569468557834625	0.3569468557834625	0.04197019176487661
-5989	DeepLearning_1_AutoML_20190416_023844	city	1.0	1.0	0.10332069274890494
-5990	DeepLearning_1_AutoML_20190416_023844	heat_fuel_cogeneration	0.7930517196655273	0.7930517196655273	0.08193865306155264
-5991	DeepLearning_1_AutoML_20190416_023844	heat_type_individual	0.6370053291320801	0.6370053291320801	0.06581583189067071
-5992	DeepLearning_1_AutoML_20190416_023844	exclusive_use_area	0.6188764572143555	0.6188764572143555	0.06394274428537523
-5993	DeepLearning_1_AutoML_20190416_023844	heat_type_central	0.6184930801391602	0.6184930801391602	0.063903133500382
-5994	DeepLearning_1_AutoML_20190416_023844	front_door_structure_mixed	0.5748672485351562	0.5748672485351562	0.05939568235730925
-5995	DeepLearning_1_AutoML_20190416_023844	front_door_structure_stairway	0.5698676109313965	0.5698676109313965	0.058879116336595316
-5996	DeepLearning_1_AutoML_20190416_023844	total_parking_capacity_in_site	0.5647246241569519	0.5647246241569519	0.05834773938026125
-5997	DeepLearning_1_AutoML_20190416_023844	heat_type_district	0.5646592974662781	0.5646592974662781	0.05834098978132583
-5998	DeepLearning_1_AutoML_20190416_023844	room_count	0.5013153553009033	0.5013153553009033	0.051796249795352745
-5999	DeepLearning_1_AutoML_20190416_023844	front_door_structure_corridor	0.47325196862220764	0.47325196862220764	0.04889672124282952
-6000	DeepLearning_1_AutoML_20190416_023844	supply_area	0.45889517664909363	0.45889517664909363	0.04741336755051546
-6001	DeepLearning_1_AutoML_20190416_023844	heat_fuel_gas	0.4563775360584259	0.4563775360584259	0.047153243180594905
-6002	DeepLearning_1_AutoML_20190416_023844	floor	0.4278700351715088	0.4278700351715088	0.04420782844041861
-6003	DeepLearning_1_AutoML_20190416_023844	apartment_building_count_in_sites	0.39445048570632935	0.39445048570632935	0.040754897438319976
-6004	DeepLearning_1_AutoML_20190416_023844	bathroom_count	0.372813880443573	0.372813880443573	0.03851938839383739
-6005	DeepLearning_1_AutoML_20190416_023844	total_household_count_in_sites	0.34866249561309814	0.34866249561309814	0.03602405058230733
-6006	DeepLearning_1_AutoML_20190416_023844	total_household_count_of_area_type	0.3034210205078125	0.3034210205078125	0.03134967003344688
-6007	GBM_grid_1_AutoML_20190416_023844_model_18	city	5.822819626850556e+19	1.0	0.1792107686681506
-6008	GBM_grid_1_AutoML_20190416_023844_model_18	exclusive_use_area	5.505114862395379e+19	0.9454379862652524	0.1694326682466643
-6009	GBM_grid_1_AutoML_20190416_023844_model_18	bathroom_count	4.986973966047799e+19	0.8564534513574055	0.15348568134625118
-6010	GBM_grid_1_AutoML_20190416_023844_model_18	supply_area	3.4897166457517375e+19	0.5993173186508705	0.10740411735155746
-6011	GBM_grid_1_AutoML_20190416_023844_model_18	heat_fuel_gas	2.2416636358911066e+19	0.38497906161375917	0.0689923935529451
-6012	GBM_grid_1_AutoML_20190416_023844_model_18	total_household_count_in_sites	2.16393080263525e+19	0.3716293722472176	0.06659998546008615
-6013	GBM_grid_1_AutoML_20190416_023844_model_18	room_count	1.4875445644297765e+19	0.25546808243386354	0.04578263142315115
-6014	GBM_grid_1_AutoML_20190416_023844_model_18	apartment_building_count_in_sites	1.3382978456359272e+19	0.2298367339878919	0.04118921776614736
-6015	GBM_grid_1_AutoML_20190416_023844_model_18	total_parking_capacity_in_site	1.1955242816482836e+19	0.20531707287229128	0.03679503045013802
-6016	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_individual	1.1745781453344997e+19	0.2017198231451667	0.036150364561448725
-6017	GBM_grid_1_AutoML_20190416_023844_model_18	total_household_count_of_area_type	9.645986923176526e+18	0.165658350100634	0.02968776025783223
-6018	GBM_grid_1_AutoML_20190416_023844_model_18	floor	9.582177865370173e+18	0.1645625054429683	0.02949137309439107
-6019	GBM_grid_1_AutoML_20190416_023844_model_18	heat_fuel_cogeneration	6.838035986220319e+18	0.11743513322460362	0.02104564049382789
-6020	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_district	1.966256094196007e+18	0.033768109270104846	0.006051608818765591
-6021	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_stairway	8.751467281210409e+17	0.015029603941113145	0.0026934668750647527
-6022	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_mixed	6.966435579722465e+17	0.011964024349300457	0.0021440820000026054
-6023	GBM_grid_1_AutoML_20190416_023844_model_18	front_door_structure_corridor	6.567332787488031e+17	0.01127861278272184	0.0020212488663020104
-6024	GBM_grid_1_AutoML_20190416_023844_model_18	heat_type_central	5.919816645995397e+17	0.010166580841174543	0.0018219607672737832
-6025	DeepLearning_1_AutoML_20190416_022142	front_door_structure_corridor	1.0	1.0	0.08844959273340779
-6026	DeepLearning_1_AutoML_20190416_022142	city	0.991906464099884	0.991906464099884	0.08773372277926932
-6027	DeepLearning_1_AutoML_20190416_022142	total_household_count_in_sites	0.8195791840553284	0.8195791840553284	0.07249144504247246
-6028	DeepLearning_1_AutoML_20190416_022142	total_parking_capacity_in_site	0.681094765663147	0.681094765663147	0.06024255463576116
-6029	DeepLearning_1_AutoML_20190416_022142	supply_area	0.6678781509399414	0.6678781509399414	0.05907355044617927
-6030	DeepLearning_1_AutoML_20190416_022142	heat_type_individual	0.6545435786247253	0.6545435786247253	0.05789411295562424
-6031	DeepLearning_1_AutoML_20190416_022142	exclusive_use_area	0.6408418416976929	0.6408418416976929	0.05668219990468792
-6032	DeepLearning_1_AutoML_20190416_022142	front_door_structure_stairway	0.6393377184867859	0.6393377184867859	0.05654916081926233
-6033	DeepLearning_1_AutoML_20190416_022142	heat_type_district	0.6225718855857849	0.6225718855857849	0.055066229727332425
-6034	DeepLearning_1_AutoML_20190416_022142	heat_fuel_gas	0.5659670233726501	0.5659670233726501	0.050059552717849995
-6035	DeepLearning_1_AutoML_20190416_022142	heat_fuel_cogeneration	0.5513453483581543	0.5513453483581543	0.04876627151773759
-6036	DeepLearning_1_AutoML_20190416_022142	front_door_structure_mixed	0.5324188470840454	0.5324188470840454	0.047092230188174336
-6037	DeepLearning_1_AutoML_20190416_022142	room_count	0.5246550440788269	0.5246550440788269	0.04640552497430035
-6038	DeepLearning_1_AutoML_20190416_022142	heat_type_central	0.5175450444221497	0.5175450444221497	0.04577664840033258
-6039	DeepLearning_1_AutoML_20190416_022142	apartment_building_count_in_sites	0.5026760697364807	0.5026760697364807	0.04446149364502181
-6040	DeepLearning_1_AutoML_20190416_022142	bathroom_count	0.4976527690887451	0.4976527690887451	0.04401718474855214
-6041	DeepLearning_1_AutoML_20190416_022142	floor	0.45715445280075073	0.45715445280075073	0.040435125166490296
-6042	DeepLearning_1_AutoML_20190416_022142	total_household_count_of_area_type	0.4387063682079315	0.4387063682079315	0.03880339959754398
-6043	DeepLearning_grid_1_AutoML_20190416_021340_model_1	city	1.0	1.0	0.08918527340714033
-6044	DeepLearning_grid_1_AutoML_20190416_021340_model_1	supply_area	0.7942850589752197	0.7942850589752197	0.07083853014791155
-6045	DeepLearning_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.7561497092247009	0.7561497092247009	0.06743741855393462
-6046	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.6545669436454773	0.6545669436454773	0.058377731832298115
-6047	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.6474379897117615	0.6474379897117615	0.05774193412661276
-6048	DeepLearning_grid_1_AutoML_20190416_021340_model_1	room_count	0.6446866989135742	0.6446866989135742	0.05749655950455388
-6049	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.6326169967651367	0.6326169967651367	0.05642011981850273
-6050	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.6300554275512695	0.6300554275512695	0.056191665567812674
-6051	DeepLearning_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.5991654992103577	0.5991654992103577	0.05343673886320147
-6052	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.5937755107879639	0.5937755107879639	0.05295603127208896
-6053	DeepLearning_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.5841841101646423	0.5841841101646423	0.05210061958514062
-6054	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.5584558844566345	0.5584558844566345	0.04980604074109132
-6055	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.5520678758621216	0.5520678758621216	0.04923632444806252
-6056	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.5382525324821472	0.5382525324821472	0.04800419927150598
-6057	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.5320796370506287	0.5320796370506287	0.047453667904732315
-6058	DeepLearning_grid_1_AutoML_20190416_021340_model_1	floor	0.5130593776702881	0.5130593776702881	0.045757340871621914
-6059	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.5111504197120667	0.5111504197120667	0.0455870899341952
-6060	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.47062382102012634	0.47062382102012634	0.04197271414959305
-6061	DeepLearning_grid_1_AutoML_20190416_020809_model_3	city	1.0	1.0	0.1144964082068361
-6062	DeepLearning_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	0.5743646025657654	0.5743646025657654	0.06576268399492705
-6063	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	0.5626169443130493	0.5626169443130493	0.06441761932014967
-6064	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	0.49234214425086975	0.49234214425086975	0.05637140712557656
-6065	DeepLearning_grid_1_AutoML_20190416_020809_model_3	supply_area	0.48573926091194153	0.48573926091194153	0.05561540069946052
-6066	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	0.4781739413738251	0.4781739413738251	0.05474919878540919
-6067	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	0.47582191228866577	0.47582191228866577	0.054479899903160434
-6068	DeepLearning_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	0.4524413049221039	0.4524413049221039	0.0518029043379948
-6069	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	0.4489237070083618	0.4489237070083618	0.05140015201135548
-6070	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	0.44274869561195374	0.44274869561195374	0.05069313538583047
-6071	DeepLearning_grid_1_AutoML_20190416_020809_model_3	room_count	0.44213664531707764	0.44213664531707764	0.05062305782542523
-6072	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	0.43108484148979187	0.43108484148979187	0.049357665982994445
-6073	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_district	0.4309975504875183	0.4309975504875183	0.049347671476765345
-6074	DeepLearning_grid_1_AutoML_20190416_020809_model_3	floor	0.4294818341732025	0.4294818341732025	0.049174127402915685
-6075	DeepLearning_grid_1_AutoML_20190416_020809_model_3	bathroom_count	0.42389464378356934	0.42389464378356934	0.04853441417133493
-6076	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_central	0.4101783037185669	0.4101783037185669	0.04696394250014863
-6077	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	0.40423399209976196	0.40423399209976196	0.0462833401705333
-6078	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.3487181067466736	0.3487181067466736	0.039926970699182183
-6079	DeepLearning_grid_1_AutoML_20190416_022142_model_3	city	1.0	1.0	0.1236076967076471
-6080	DeepLearning_grid_1_AutoML_20190416_022142_model_3	supply_area	0.6165990829467773	0.6165990829467773	0.07621639243509859
-6081	DeepLearning_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	0.5657739043235779	0.5657739043235779	0.06993400917073016
-6082	DeepLearning_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	0.5511902570724487	0.5511902570724487	0.06813135812442128
-6083	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	0.49708834290504456	0.49708834290504456	0.061443945126713626
-6084	DeepLearning_grid_1_AutoML_20190416_022142_model_3	room_count	0.4505871534347534	0.4505871534347534	0.05569604020212505
-6085	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	0.4303859770298004	0.4303859770298004	0.05319901931592394
-6086	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	0.42149829864501953	0.42149829864501953	0.052100433861702836
-6087	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_district	0.407175749540329	0.407175749540329	0.05033005655588986
-6088	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	0.4013204276561737	0.4013204276561737	0.049606293704307546
-6089	DeepLearning_grid_1_AutoML_20190416_022142_model_3	bathroom_count	0.3815307915210724	0.3815307915210724	0.04716014236296525
-6090	DeepLearning_grid_1_AutoML_20190416_022142_model_3	floor	0.3796623647212982	0.3796623647212982	0.04692919042977833
-6091	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	0.3742296099662781	0.3742296099662781	0.04625766012773277
-6092	DeepLearning_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	0.3414705991744995	0.3414705991744995	0.04220839425734006
-6093	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	0.34087449312210083	0.34087449312210083	0.042134710961209576
-6094	DeepLearning_grid_1_AutoML_20190416_022142_model_3	heat_type_central	0.3328966200351715	0.3328966200351715	0.041148584444308314
-6095	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	0.32656076550483704	0.32656076550483704	0.04036542405913896
-6096	DeepLearning_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	0.2712666690349579	0.2712666690349579	0.03353064815296676
-6097	DeepLearning_grid_1_AutoML_20190416_030706_model_5	city	1.0	1.0	0.09732293444853682
-6098	DeepLearning_grid_1_AutoML_20190416_030706_model_5	supply_area	0.6670196652412415	0.6670196652412415	0.06491631115615831
-6099	DeepLearning_grid_1_AutoML_20190416_030706_model_5	apartment_building_count_in_sites	0.6378319263458252	0.6378319263458252	0.06207567475693871
-6100	DeepLearning_grid_1_AutoML_20190416_030706_model_5	total_parking_capacity_in_site	0.6209729313850403	0.6209729313850403	0.06043490789550203
-6101	DeepLearning_grid_1_AutoML_20190416_030706_model_5	exclusive_use_area	0.5802716612815857	0.5802716612815857	0.056473740853251325
-6102	DeepLearning_grid_1_AutoML_20190416_030706_model_5	total_household_count_in_sites	0.5785003304481506	0.5785003304481506	0.05630134973866225
-6103	DeepLearning_grid_1_AutoML_20190416_030706_model_5	heat_fuel_cogeneration	0.560715913772583	0.560715913772583	0.05457051812034052
-6104	DeepLearning_grid_1_AutoML_20190416_030706_model_5	front_door_structure_stairway	0.5589004158973694	0.5589004158973694	0.054393828539639644
-6105	DeepLearning_grid_1_AutoML_20190416_030706_model_5	front_door_structure_corridor	0.558709979057312	0.558709979057312	0.054375294667538154
-6106	DeepLearning_grid_1_AutoML_20190416_030706_model_5	bathroom_count	0.555442214012146	0.555442214012146	0.05405726618425424
-6107	DeepLearning_grid_1_AutoML_20190416_030706_model_5	room_count	0.534573495388031	0.534573495388031	0.05202626124957454
-6108	DeepLearning_grid_1_AutoML_20190416_030706_model_5	heat_fuel_gas	0.5216997861862183	0.5216997861862183	0.050773354092817
-6109	DeepLearning_grid_1_AutoML_20190416_030706_model_5	heat_type_individual	0.517704963684082	0.517704963684082	0.05038456624430805
-6110	DeepLearning_grid_1_AutoML_20190416_030706_model_5	front_door_structure_mixed	0.50217205286026	0.50217205286026	0.04887285778240625
-6111	DeepLearning_grid_1_AutoML_20190416_030706_model_5	heat_type_district	0.5005870461463928	0.5005870461463928	0.048718600277892064
-6112	DeepLearning_grid_1_AutoML_20190416_030706_model_5	floor	0.47621119022369385	0.47621119022369385	0.046346270449800255
-6113	DeepLearning_grid_1_AutoML_20190416_030706_model_5	total_household_count_of_area_type	0.46162575483322144	0.46162575483322144	0.04492677307738994
-6114	DeepLearning_grid_1_AutoML_20190416_030706_model_5	heat_type_central	0.44213104248046875	0.44213104248046875	0.043029490464989904
-6115	GBM_grid_1_AutoML_20190416_030706_model_47	supply_area	1.2515918540053257e+20	1.0	0.36309945117223924
-6116	GBM_grid_1_AutoML_20190416_030706_model_47	city	4.8356143157588525e+19	0.3863571259499646	0.14028606038891583
-6117	GBM_grid_1_AutoML_20190416_030706_model_47	exclusive_use_area	4.108385450422226e+19	0.3282528115914651	0.11918841573460541
-6118	GBM_grid_1_AutoML_20190416_030706_model_47	heat_type_district	3.0236725894491144e+19	0.24158615124993044	0.0877197989296633
-6119	GBM_grid_1_AutoML_20190416_030706_model_47	apartment_building_count_in_sites	2.666178698207979e+19	0.21302301462539194	0.0773485396975357
-6120	GBM_grid_1_AutoML_20190416_030706_model_47	total_household_count_of_area_type	1.5473183046110282e+19	0.12362802615399926	0.044889268446024366
-6121	GBM_grid_1_AutoML_20190416_030706_model_47	total_household_count_in_sites	1.5378255610214613e+19	0.12286957254476648	0.04461387435677234
-6122	GBM_grid_1_AutoML_20190416_030706_model_47	total_parking_capacity_in_site	1.405598072762794e+19	0.11230482750943288	0.04077782123266807
-6123	GBM_grid_1_AutoML_20190416_030706_model_47	floor	1.2520336817578312e+19	0.10003530126463284	0.03632276298703779
-6124	GBM_grid_1_AutoML_20190416_030706_model_47	heat_type_individual	3.77622788049784e+18	0.030171400272486687	0.010955218880037865
-6125	GBM_grid_1_AutoML_20190416_030706_model_47	room_count	3.4026765015423386e+18	0.027186790091779073	0.009871508561459852
-6126	GBM_grid_1_AutoML_20190416_030706_model_47	bathroom_count	2.268520224447791e+18	0.018125079810867306	0.006581206531778953
-6127	GBM_grid_1_AutoML_20190416_030706_model_47	heat_fuel_cogeneration	2.1145973926521733e+18	0.016895263307164152	0.006134660834241776
-6128	GBM_grid_1_AutoML_20190416_030706_model_47	front_door_structure_mixed	1.3869495309219922e+18	0.01108148416341555	0.004023680817910046
-6129	GBM_grid_1_AutoML_20190416_030706_model_47	front_door_structure_corridor	1.0659568693584855e+18	0.008516808941726699	0.003092448652479784
-6130	GBM_grid_1_AutoML_20190416_030706_model_47	heat_fuel_gas	8.885948548403692e+17	0.0070997174677727495	0.0025779035160262455
-6131	GBM_grid_1_AutoML_20190416_030706_model_47	front_door_structure_stairway	6.98790148267049e+17	0.005583211060624844	0.002027260871891657
-6132	GBM_grid_1_AutoML_20190416_030706_model_47	heat_type_central	1.6894219499077632e+17	0.0013498185886247982	0.0004901183887117508
-6133	DeepLearning_grid_1_AutoML_20190416_015849_model_4	city	1.0	1.0	0.11456030938983702
-6134	DeepLearning_grid_1_AutoML_20190416_015849_model_4	supply_area	0.5479498505592346	0.5479498505592346	0.06277330441018088
-6135	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	0.517829418182373	0.517829418182373	0.059322698358131955
-6136	DeepLearning_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	0.5146306157112122	0.5146306157112122	0.05895624255735879
-6137	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	0.5035648345947266	0.5035648345947266	0.057688543249013985
-6138	DeepLearning_grid_1_AutoML_20190416_015849_model_4	bathroom_count	0.49091455340385437	0.49091455340385437	0.056239323121919226
-6139	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	0.4849349558353424	0.4849349558353424	0.05555429857444378
-6140	DeepLearning_grid_1_AutoML_20190416_015849_model_4	floor	0.47748738527297974	0.47748738527297974	0.05470110258661687
-6141	DeepLearning_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	0.4491879343986511	0.4491879343986511	0.05145910873889129
-6142	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_district	0.43740376830101013	0.43740376830101013	0.05010911102484431
-6143	DeepLearning_grid_1_AutoML_20190416_015849_model_4	room_count	0.42859286069869995	0.42859286069869995	0.04909973072391839
-6144	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	0.421460896730423	0.421460896730423	0.04828269072515541
-6145	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_central	0.41904228925704956	0.41904228925704956	0.04800561430471318
-6146	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	0.4162117838859558	0.4162117838859558	0.04768135073367108
-6147	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	0.41460445523262024	0.41460445523262024	0.04749721466585381
-6148	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	0.41138172149658203	0.41138172149658203	0.047128017291972205
-6149	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	0.39901843667030334	0.39901843667030334	0.045711675557199044
-6150	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	0.3948109447956085	0.3948109447956085	0.04522966398627878
-6151	DeepLearning_grid_1_AutoML_20190416_015849_model_2	city	1.0	1.0	0.10054497828916853
-6152	DeepLearning_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	0.6759928464889526	0.6759928464889526	0.06796768607386497
-6153	DeepLearning_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	0.6548359394073486	0.6548359394073486	0.06584046531067915
-6154	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	0.5983142256736755	0.5983142256736755	0.06015749083046038
-6155	DeepLearning_grid_1_AutoML_20190416_015849_model_2	room_count	0.5966219305992126	0.5966219305992126	0.059987339058939645
-6156	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	0.5670989751815796	0.5670989751815796	0.05701895414744164
-6157	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_district	0.5425782203674316	0.5425782203674316	0.05455351538701911
-6158	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	0.541207492351532	0.541207492351532	0.054415695568420124
-6159	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	0.5209740400314331	0.5209740400314331	0.052381323544180854
-6160	DeepLearning_grid_1_AutoML_20190416_015849_model_2	supply_area	0.5028508305549622	0.5028508305549622	0.050559125840839034
-6161	DeepLearning_grid_1_AutoML_20190416_015849_model_2	floor	0.4965813457965851	0.4965813457965851	0.04992876063192374
-6162	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	0.49326959252357483	0.49326959252357483	0.049595780470989836
-6163	DeepLearning_grid_1_AutoML_20190416_015849_model_2	bathroom_count	0.48635435104370117	0.48635435104370117	0.04890048766653158
-6164	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	0.4859231412410736	0.4859231412410736	0.048857131686288316
-6165	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	0.4746173620223999	0.4746173620223999	0.04772039236020464
-6166	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	0.4688268303871155	0.4688268303871155	0.04713818348265222
-6167	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_central	0.4391572177410126	0.4391572177410126	0.04415505292330176
-6168	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	0.40059322118759155	0.40059322118759155	0.04027763672709448
-6169	DeepLearning_grid_1_AutoML_20190416_022142_model_7	city	1.0	1.0	0.12187252039885602
-6170	DeepLearning_grid_1_AutoML_20190416_022142_model_7	supply_area	0.5234265923500061	0.5234265923500061	0.0637913180534798
-6171	DeepLearning_grid_1_AutoML_20190416_022142_model_7	exclusive_use_area	0.4799592196941376	0.4799592196941376	0.058493839792792796
-6172	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	0.45837950706481934	0.45837950706481934	0.05586386582517476
-6173	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	0.4406982362270355	0.4406982362270355	0.05370900478431925
-6174	DeepLearning_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	0.43895435333251953	0.43895435333251953	0.05349647338068414
-6175	DeepLearning_grid_1_AutoML_20190416_022142_model_7	room_count	0.42479783296585083	0.42479783296585083	0.051771182563520486
-6176	DeepLearning_grid_1_AutoML_20190416_022142_model_7	floor	0.42001962661743164	0.42001962661743164	0.051188850512852824
-6177	DeepLearning_grid_1_AutoML_20190416_022142_model_7	bathroom_count	0.4179809093475342	0.4179809093475342	0.050940386900789746
-6178	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	0.41634052991867065	0.41634052991867065	0.050740469725383715
-6179	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	0.4120415449142456	0.4120415449142456	0.05021654158773754
-6180	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	0.41193222999572754	0.41193222999572754	0.05020321910310055
-6181	DeepLearning_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	0.41166141629219055	0.41166141629219055	0.05017021435449195
-6182	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_district	0.4002711772918701	0.4002711772918701	0.048782057219577554
-6183	DeepLearning_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	0.3998446464538574	0.3998446464538574	0.04873007483132111
-6184	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	0.3922102153301239	0.3922102153301239	0.04779964746846024
-6185	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_type_central	0.3897724449634552	0.3897724449634552	0.04750255024972068
-6186	DeepLearning_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	0.3670046627521515	0.3670046627521515	0.04472778324773685
-6187	DeepLearning_grid_1_AutoML_20190416_020809_model_2	city	1.0	1.0	0.07829448261353092
-6188	DeepLearning_grid_1_AutoML_20190416_020809_model_2	supply_area	0.8004454970359802	0.8004454970359802	0.06267046605076267
-6189	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	0.7461232542991638	0.7461232542991638	0.058417334161276986
-6190	DeepLearning_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	0.7327424883842468	0.7327424883842468	0.05736969401699579
-6191	DeepLearning_grid_1_AutoML_20190416_020809_model_2	bathroom_count	0.7218878865242004	0.7218878865242004	0.05651983858038759
-6192	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	0.7135211229324341	0.7135211229324341	0.055864767153820515
-6193	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	0.7049736380577087	0.7049736380577087	0.055195546247906915
-6194	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	0.6997419595718384	0.6997419595718384	0.05478593468765535
-6195	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_district	0.6938195824623108	0.6938195824623108	0.05432224523602267
-6196	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_central	0.6920918822288513	0.6920918822288513	0.054186975840132684
-6197	DeepLearning_grid_1_AutoML_20190416_020809_model_2	room_count	0.6832367777824402	0.6832367777824402	0.053493670019012146
-6198	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	0.6743483543395996	0.6743483543395996	0.05279775550430497
-6199	DeepLearning_grid_1_AutoML_20190416_020809_model_2	floor	0.6739465594291687	0.6739465594291687	0.05276629717967603
-6200	DeepLearning_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	0.6666306853294373	0.6666306853294373	0.05219350460217183
-6201	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	0.6602783203125	0.6602783203125	0.051696149469798426
-6202	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	0.6555473208427429	0.6555473208427429	0.051325738314068906
-6203	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	0.6424811482429504	0.6424811482429504	0.050302729090629064
-6204	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	0.6104755997657776	0.6104755997657776	0.04779687123184653
-6205	GBM_grid_1_AutoML_20190416_022142_model_27	supply_area	1.6457111812551213e+20	1.0	0.4069848624448651
-6206	GBM_grid_1_AutoML_20190416_022142_model_27	city	6.7456779990476e+19	0.40989440163509905	0.16682081666638107
-6207	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_in_sites	2.6331665212909814e+19	0.1600017397513679	0.06511828604364955
-6208	GBM_grid_1_AutoML_20190416_022142_model_27	exclusive_use_area	2.406948161141185e+19	0.1462558065204064	0.0595238992984704
-6209	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_gas	1.9101929858561737e+19	0.11607097330403639	0.04723912910398485
-6210	GBM_grid_1_AutoML_20190416_022142_model_27	apartment_building_count_in_sites	1.8803990794736763e+19	0.11426057627192929	0.046502324916902156
-6211	GBM_grid_1_AutoML_20190416_022142_model_27	total_parking_capacity_in_site	1.7499940317380477e+19	0.10633664349314281	0.043277404224905384
-6212	GBM_grid_1_AutoML_20190416_022142_model_27	floor	1.7259071404595216e+19	0.10487302754686505	0.04268173469033742
-6213	GBM_grid_1_AutoML_20190416_022142_model_27	total_household_count_of_area_type	1.1880487020910346e+19	0.0721905955080742	0.02938047958266648
-6214	GBM_grid_1_AutoML_20190416_022142_model_27	bathroom_count	1.0834442444569838e+19	0.0658344098768705	0.026793608247877007
-6215	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_corridor	9.022657288715895e+18	0.054825277919268056	0.022313058192474807
-6216	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_individual	4.926272238052704e+18	0.02993400235815147	0.012182685832156544
-6217	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_district	3.305204795739996e+18	0.02008374758211974	0.008173781247086393
-6218	GBM_grid_1_AutoML_20190416_022142_model_27	room_count	3.2217686307441213e+18	0.01957675603982347	0.007967443363984236
-6219	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_stairway	2.6599319328459325e+18	0.016162811331313334	0.006578019546396864
-6220	GBM_grid_1_AutoML_20190416_022142_model_27	heat_fuel_cogeneration	1.3686187479416177e+18	0.008316275440857272	0.0033845982163509068
-6221	GBM_grid_1_AutoML_20190416_022142_model_27	heat_type_central	1.0915508887129948e+18	0.006632700203692549	0.0026994085800378406
-6222	GBM_grid_1_AutoML_20190416_022142_model_27	front_door_structure_mixed	9.617698962895012e+17	0.005844098935731821	0.0023784598014729976
-6223	DeepLearning_grid_1_AutoML_20190416_022142_model_8	city	1.0	1.0	0.08653073932057859
-6224	DeepLearning_grid_1_AutoML_20190416_022142_model_8	supply_area	0.7816334962844849	0.7816334962844849	0.0676353243112252
-6225	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_mixed	0.720283567905426	0.720283567905426	0.06232666965132068
-6226	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_parking_capacity_in_site	0.7091841101646423	0.7091841101646423	0.06136622536695315
-6227	DeepLearning_grid_1_AutoML_20190416_022142_model_8	exclusive_use_area	0.6902735829353333	0.6902735829353333	0.0597298834648591
-6228	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_gas	0.6834458708763123	0.6834458708763123	0.059139076492523986
-6229	DeepLearning_grid_1_AutoML_20190416_022142_model_8	apartment_building_count_in_sites	0.6667314767837524	0.6667314767837524	0.057692767614399273
-6230	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_central	0.634003221988678	0.634003221988678	0.05486076753030921
-6231	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_district	0.6183121800422668	0.6183121800422668	0.05350301006997604
-6232	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_stairway	0.6107695698738098	0.6107695698738098	0.052850342435692546
-6233	DeepLearning_grid_1_AutoML_20190416_022142_model_8	front_door_structure_corridor	0.6034960150718689	0.6034960150718689	0.05222095636119185
-6234	DeepLearning_grid_1_AutoML_20190416_022142_model_8	room_count	0.590370237827301	0.590370237827301	0.051085173152062166
-6235	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_fuel_cogeneration	0.5893405675888062	0.5893405675888062	0.05099607502506881
-6236	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_in_sites	0.5600786805152893	0.5600786805152893	0.04846402230268212
-6237	DeepLearning_grid_1_AutoML_20190416_022142_model_8	heat_type_individual	0.5449427962303162	0.5449427962303162	0.04715430304523266
-6238	DeepLearning_grid_1_AutoML_20190416_022142_model_8	bathroom_count	0.531575083732605	0.531575083732605	0.04599758499978077
-6239	DeepLearning_grid_1_AutoML_20190416_022142_model_8	floor	0.5182660222053528	0.5182660222053528	0.044845942066164574
-6240	DeepLearning_grid_1_AutoML_20190416_022142_model_8	total_household_count_of_area_type	0.5038803219795227	0.5038803219795227	0.04360113678997928
-6241	GBM_grid_1_AutoML_20190416_023844_model_21	supply_area	4.084165320324646e+21	1.0	0.351535646075741
-6242	GBM_grid_1_AutoML_20190416_023844_model_21	city	2.804820455828115e+21	0.6867548778865696	0.24141881969352186
-6243	GBM_grid_1_AutoML_20190416_023844_model_21	exclusive_use_area	2.2203127561529988e+21	0.5436392951832097	0.1911085908643901
-6244	GBM_grid_1_AutoML_20190416_023844_model_21	heat_fuel_cogeneration	5.894164121627174e+20	0.1443174714866501	0.05073273557907688
-6245	GBM_grid_1_AutoML_20190416_023844_model_21	apartment_building_count_in_sites	5.524894988618139e+20	0.1352759879998925	0.04755433184007639
-6246	GBM_grid_1_AutoML_20190416_023844_model_21	total_parking_capacity_in_site	3.085969554884484e+20	0.07555936924314277	0.026561811683963668
-6247	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_district	2.9320940460693258e+20	0.07179175709361972	0.02523736171281827
-6248	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_individual	2.1155397126000843e+20	0.05179858175848578	0.01820904790427639
-6249	GBM_grid_1_AutoML_20190416_023844_model_21	total_household_count_in_sites	1.5549970739170902e+20	0.03807380338349	0.013384299070975889
-6250	GBM_grid_1_AutoML_20190416_023844_model_21	floor	1.283579989772678e+20	0.031428208436739956	0.011048135557812434
-6251	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_stairway	8.711712101845959e+19	0.02133045902547714	0.007498416694613227
-6252	GBM_grid_1_AutoML_20190416_023844_model_21	bathroom_count	8.08107005535364e+19	0.019786344140230065	0.006955605270812727
-6253	GBM_grid_1_AutoML_20190416_023844_model_21	total_household_count_of_area_type	5.4805495736076075e+19	0.013419019906794479	0.004717263832638227
-6254	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_corridor	4.483347502796164e+19	0.01097738987323801	0.0038589438413140203
-6255	GBM_grid_1_AutoML_20190416_023844_model_21	room_count	1.9051795976625848e+18	0.00046647954924389397	0.00016398418972457272
-6256	GBM_grid_1_AutoML_20190416_023844_model_21	heat_type_central	1.743429273869353e+17	4.2687529449243e-05	1.5006188244316858e-05
-6257	GBM_grid_1_AutoML_20190416_023844_model_21	heat_fuel_gas	0.0	0.0	0.0
-6258	GBM_grid_1_AutoML_20190416_023844_model_21	front_door_structure_mixed	0.0	0.0	0.0
-6259	GBM_grid_1_AutoML_20190416_021340_model_1	supply_area	6.259222670459594e+21	1.0	0.2339894731212298
-6260	GBM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	4.643045427057699e+21	0.7417926588505239	0.17357167340963026
-6261	GBM_grid_1_AutoML_20190416_021340_model_1	city	4.574851640025078e+21	0.7308977297797846	0.17102237469667478
-6262	GBM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.7031393596691175e+21	0.27210077821757084	0.063668717731006
-6263	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	1.518162589961664e+21	0.24254810379675953	0.05675370301395712
-6264	GBM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.5083780975587366e+21	0.2409848917306502	0.05638792784623145
-6265	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	9.827165416771688e+20	0.15700296880555156	0.03673704194927989
-6266	GBM_grid_1_AutoML_20190416_021340_model_1	room_count	9.027959441648286e+20	0.14423451468272167	0.033749358096506324
-6267	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	8.203741600094376e+20	0.13106646035796013	0.03066817200302364
-6268	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	7.951506243964423e+20	0.1270366411709806	0.02972523673468848
-6269	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	6.972286465922931e+20	0.11139221007152601	0.02606460454444572
-6270	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	6.794996637091957e+20	0.10855975246193028	0.025401839280738196
-6271	GBM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	5.551550668912638e+20	0.08869393151825682	0.02075344630500735
-6272	GBM_grid_1_AutoML_20190416_021340_model_1	floor	4.867414830862041e+20	0.0777638867815617	0.018195930895876587
-6273	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	2.7777384464970154e+20	0.04437832927092615	0.01038406188410446
-6274	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	2.6088457199087623e+20	0.04168002733344528	0.009752687635431318
-6275	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	7.203409527541911e+19	0.011508473027391096	0.002692861540109127
-6276	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	1.2863797861816467e+19	0.002055174985629952	0.00048088931205948353
-6277	GBM_grid_1_AutoML_20190416_030706_model_19	city	2.8887154800116095e+21	1.0	0.23357403748197836
-6278	GBM_grid_1_AutoML_20190416_030706_model_19	supply_area	2.7444271848250765e+21	0.9500510534232492	0.22190726036207503
-6279	GBM_grid_1_AutoML_20190416_030706_model_19	exclusive_use_area	2.3886107261154623e+21	0.8268764240173154	0.19313686485638465
-6280	GBM_grid_1_AutoML_20190416_030706_model_19	apartment_building_count_in_sites	6.500473184148437e+20	0.22502988712901253	0.052561139290837326
-6281	GBM_grid_1_AutoML_20190416_030706_model_19	total_parking_capacity_in_site	5.492772008744756e+20	0.19014582940936367	0.04441312908550457
-6282	GBM_grid_1_AutoML_20190416_030706_model_19	room_count	4.870238024878449e+20	0.16859528252532768	0.03937948083985562
-6283	GBM_grid_1_AutoML_20190416_030706_model_19	heat_fuel_cogeneration	4.4530769801132586e+20	0.15415422567318268	0.036006424885393316
-6284	GBM_grid_1_AutoML_20190416_030706_model_19	bathroom_count	4.433844850485782e+20	0.15348845814569329	0.03585091887597323
-6285	GBM_grid_1_AutoML_20190416_030706_model_19	heat_fuel_gas	3.70986939607528e+20	0.12842626495221227	0.029997041223618508
-6286	GBM_grid_1_AutoML_20190416_030706_model_19	total_household_count_in_sites	3.537582784955338e+20	0.12246213964073474	0.028603976394568242
-6287	GBM_grid_1_AutoML_20190416_030706_model_19	heat_type_individual	3.473411767921122e+20	0.12024070186057792	0.028085106203242012
-6288	GBM_grid_1_AutoML_20190416_030706_model_19	heat_type_district	2.133858631849995e+20	0.07386877131428046	0.017253827159709433
-6289	GBM_grid_1_AutoML_20190416_030706_model_19	floor	1.5859016189850367e+20	0.05489988993234678	0.012823188948814453
-6290	GBM_grid_1_AutoML_20190416_030706_model_19	total_household_count_of_area_type	1.4199137141564375e+20	0.04915380985013903	0.01148105382431841
-6291	GBM_grid_1_AutoML_20190416_030706_model_19	front_door_structure_corridor	9.69370792684526e+19	0.03355715713063684	0.007838080677420006
-6292	GBM_grid_1_AutoML_20190416_030706_model_19	front_door_structure_stairway	8.512925677199871e+19	0.02946958859778623	0.006883330791717803
-6293	GBM_grid_1_AutoML_20190416_030706_model_19	heat_type_central	2.5370477645466173e+18	0.0008782615602338314	0.00020513909858903772
-6294	GBM_grid_1_AutoML_20190416_030706_model_19	front_door_structure_mixed	0.0	0.0	0.0
-6295	GBM_grid_1_AutoML_20190416_023844_model_35	supply_area	1.4087618515010218e+20	1.0	0.3429403516818179
-6296	GBM_grid_1_AutoML_20190416_023844_model_35	city	5.970112403530685e+19	0.42378436051271473	0.1453327576314847
-6297	GBM_grid_1_AutoML_20190416_023844_model_35	heat_fuel_cogeneration	4.3710187560746615e+19	0.3102737876822392	0.1064054018653968
-6298	GBM_grid_1_AutoML_20190416_023844_model_35	exclusive_use_area	3.846350279095301e+19	0.2730305533896345	0.09363319399932263
-6299	GBM_grid_1_AutoML_20190416_023844_model_35	apartment_building_count_in_sites	3.3470895367129137e+19	0.23759086982278965	0.0814794964534165
-6300	GBM_grid_1_AutoML_20190416_023844_model_35	total_parking_capacity_in_site	2.4803698093045318e+19	0.17606736061611283	0.06038060256937919
-6301	GBM_grid_1_AutoML_20190416_023844_model_35	floor	1.8667880051311116e+19	0.13251267438439418	0.04544394315568236
-6302	GBM_grid_1_AutoML_20190416_023844_model_35	total_household_count_in_sites	1.531376925324555e+19	0.10870374745688124	0.03727890138199438
-6303	GBM_grid_1_AutoML_20190416_023844_model_35	total_household_count_of_area_type	1.2082073681770054e+19	0.08576377667308867	0.029411859733829922
-6304	GBM_grid_1_AutoML_20190416_023844_model_35	bathroom_count	6.055396462743781e+18	0.042983819133743696	0.014740886050353718
-6305	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_individual	4.626000560309404e+18	0.032837349729341735	0.011261252264479302
-6306	GBM_grid_1_AutoML_20190416_023844_model_35	room_count	3.748186210820948e+18	0.02660624438990375	0.009124354808005988
-6307	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_stairway	2.7569385452297257e+18	0.019569940386249353	0.006711322238452565
-6308	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_district	2.4502784300511396e+18	0.017393134456618	0.005964807647401723
-6309	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_corridor	1.544445225752068e+18	0.010963139185707486	0.003759702807883244
-6310	GBM_grid_1_AutoML_20190416_023844_model_35	heat_type_central	1.3508393700425728e+18	0.009588841212609972	0.0032884005776735734
-6311	GBM_grid_1_AutoML_20190416_023844_model_35	heat_fuel_gas	1.031744328109654e+18	0.007323766802815825	0.002511615162993282
-6312	GBM_grid_1_AutoML_20190416_023844_model_35	front_door_structure_mixed	1.3603282412896256e+17	0.0009656197318519162	0.0003311499704321989
-6313	DeepLearning_grid_1_AutoML_20190416_022142_model_2	city	1.0	1.0	0.08891953877244116
-6314	DeepLearning_grid_1_AutoML_20190416_022142_model_2	exclusive_use_area	0.7617546319961548	0.7617546319961548	0.06773487053486874
-6315	DeepLearning_grid_1_AutoML_20190416_022142_model_2	supply_area	0.716713011264801	0.716713011264801	0.06372979039387353
-6316	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_parking_capacity_in_site	0.6997832655906677	0.6997832655906677	0.06222440521699487
-6317	DeepLearning_grid_1_AutoML_20190416_022142_model_2	room_count	0.6537584066390991	0.6537584066390991	0.05813189598695473
-6318	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_district	0.6507220268249512	0.6507220268249512	0.05786190249434274
-6319	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_central	0.6184461712837219	0.6184461712837219	0.054991948306130696
-6320	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_stairway	0.6150886416435242	0.6150886416435242	0.054693398319109514
-6321	DeepLearning_grid_1_AutoML_20190416_022142_model_2	apartment_building_count_in_sites	0.6088087558746338	0.6088087558746338	0.054134993772996166
-6322	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_type_individual	0.6078846454620361	0.6078846454620361	0.05405282230133317
-6323	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_corridor	0.5862647294998169	0.5862647294998169	0.0521303893456737
-6324	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_cogeneration	0.5768054723739624	0.5768054723739624	0.051289276564912785
-6325	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_of_area_type	0.575649619102478	0.575649619102478	0.05118649862512378
-6326	DeepLearning_grid_1_AutoML_20190416_022142_model_2	bathroom_count	0.5557887554168701	0.5557887554168701	0.049420479786577196
-6327	DeepLearning_grid_1_AutoML_20190416_022142_model_2	heat_fuel_gas	0.5514543652534485	0.5514543652534485	0.04903506781238594
-6328	DeepLearning_grid_1_AutoML_20190416_022142_model_2	front_door_structure_mixed	0.5187876224517822	0.5187876224517822	0.04613035610926382
-6329	DeepLearning_grid_1_AutoML_20190416_022142_model_2	total_household_count_in_sites	0.4748464822769165	0.4748464822769165	0.04222313019177957
-6330	DeepLearning_grid_1_AutoML_20190416_022142_model_2	floor	0.47356560826301575	0.47356560826301575	0.04210923546523791
-6331	DeepLearning_grid_1_AutoML_20190416_021340_model_3	city	1.0	1.0	0.1335516535514905
-6332	DeepLearning_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	0.4591478109359741	0.4591478109359741	0.061319949375046486
-6333	DeepLearning_grid_1_AutoML_20190416_021340_model_3	supply_area	0.4443511366844177	0.4443511366844177	0.05934382906168837
-6334	DeepLearning_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	0.4417937099933624	0.4417937099933624	0.059002280498261214
-6335	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	0.43354275822639465	0.43354275822639465	0.057900352246409076
-6336	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	0.3886672854423523	0.3886672854423523	0.051907158652195313
-6337	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	0.3877770006656647	0.3877770006656647	0.05178825964813696
-6338	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	0.37823286652565	0.37823286652565	0.05051362475202077
-6339	DeepLearning_grid_1_AutoML_20190416_021340_model_3	room_count	0.3764110505580902	0.3764110505580902	0.05027031821708665
-6340	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	0.37468039989471436	0.37468039989471436	0.05003918695927282
-6341	DeepLearning_grid_1_AutoML_20190416_021340_model_3	bathroom_count	0.37269484996795654	0.37269484996795654	0.04977401348334527
-6342	DeepLearning_grid_1_AutoML_20190416_021340_model_3	floor	0.3716200590133667	0.3716200590133667	0.04963047337413761
-6343	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	0.36979037523269653	0.36979037523269653	0.04938611607975277
-6344	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_district	0.36421439051628113	0.36421439051628113	0.048641434100697656
-6345	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_central	0.3620169758796692	0.3620169758796692	0.04834796574243988
-6346	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	0.34027203917503357	0.34027203917503357	0.04544389348916329
-6347	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.33903953433036804	0.33903953433036804	0.04527929042914799
-6348	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	0.28348731994628906	0.28348731994628906	0.03786020033970735
-6349	GBM_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	8.726815873174392e+19	1.0	0.2509238849098573
-6350	GBM_grid_1_AutoML_20190416_015849_model_2	supply_area	4.946622768917722e+19	0.5668301979560824	0.14223123535536364
-6351	GBM_grid_1_AutoML_20190416_015849_model_2	city	4.7952033051962245e+19	0.5494791427806259	0.13787744118345283
-6352	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_district	4.0288955975851835e+19	0.46166845458143796	0.11584364216390441
-6353	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	2.5822868406179725e+19	0.29590252368630093	0.0742490107979977
-6354	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.074752273236571e+19	0.23774447672423238	0.059655767715505535
-6355	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.8137000653048775e+19	0.20783067864191587	0.05214968128828164
-6356	GBM_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	1.691448885849673e+19	0.19382199767146066	0.04863456863671223
-6357	GBM_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	1.2190242536199029e+19	0.1396871747193723	0.03505084855266691
-6358	GBM_grid_1_AutoML_20190416_015849_model_2	floor	7.946243101704585e+18	0.09105546876645775	0.02284799196516775
-6359	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_central	5.38582246873052e+18	0.06171577981020721	0.01548596323021853
-6360	GBM_grid_1_AutoML_20190416_015849_model_2	bathroom_count	3.8853725514964664e+18	0.04452222446264535	0.011171689526995656
-6361	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	3.5024912666234716e+18	0.040134813401871805	0.010070783298929879
-6362	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	2.571031469937918e+18	0.029461277828045907	0.007392538287021922
-6363	GBM_grid_1_AutoML_20190416_015849_model_2	room_count	2.2370435430067732e+18	0.025634132489070673	0.006432216110451603
-6364	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	1.424085948466987e+18	0.01631850573179303	0.004094702854145281
-6365	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	1.0965776497167565e+18	0.01256561001920022	0.0031530116822799455
-6366	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	9.512062696061665e+17	0.01089980908764337	0.002735022441047242
-6367	GBM_grid_1_AutoML_20190416_021340_model_19	city	5.584904222199828e+19	1.0	0.18242653092121383
-6368	GBM_grid_1_AutoML_20190416_021340_model_19	exclusive_use_area	4.62542683514203e+19	0.8282016398340541	0.1510859520581871
-6369	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_in_sites	3.0608908381470065e+19	0.5480650547201967	0.09998160665175072
-6370	GBM_grid_1_AutoML_20190416_021340_model_19	bathroom_count	2.8969211089014227e+19	0.5187056023962323	0.09462566361454311
-6371	GBM_grid_1_AutoML_20190416_021340_model_19	supply_area	2.7364214383531e+19	0.4899674783098171	0.08938306733227501
-6372	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_gas	2.483239534653027e+19	0.4446342203653599	0.08111307835011113
-6373	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_of_area_type	2.36451844722996e+19	0.4233767228865036	0.07723514682897692
-6374	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_corridor	1.8122271595283087e+19	0.32448670333946994	0.059194983620280556
-6375	GBM_grid_1_AutoML_20190416_021340_model_19	floor	1.2443681065913025e+19	0.22280921159667813	0.04064631152887268
-6376	GBM_grid_1_AutoML_20190416_021340_model_19	room_count	1.074507633848746e+19	0.19239499749657482	0.03509795195989576
-6377	GBM_grid_1_AutoML_20190416_021340_model_19	apartment_building_count_in_sites	9.934373429979382e+18	0.17787902951836745	0.03244985427866797
-6378	GBM_grid_1_AutoML_20190416_021340_model_19	total_parking_capacity_in_site	8.77645134648941e+18	0.1571459598466036	0.028667592303100255
-6379	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_district	2.3858346791576535e+18	0.04271934816131728	0.0077931424882846465
-6380	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_cogeneration	2.029723203886121e+18	0.03634302618508715	0.006629932190124284
-6381	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_individual	1.600172323338453e+18	0.028651741546037904	0.005226837815094911
-6382	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_central	1.303279719705215e+18	0.023335757747191384	0.004257061332237964
-6383	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_stairway	6.779120717230244e+17	0.01213829359916942	0.002214346792599652
-6384	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_mixed	6.033941829789942e+17	0.010804020247661908	0.0019709399337835155
-6385	GBM_grid_1_AutoML_20190416_030706_model_44	supply_area	1.601575377141309e+20	1.0	0.36472651894328395
-6386	GBM_grid_1_AutoML_20190416_030706_model_44	city	6.862689785694126e+19	0.42849620964724794	0.15628393092503237
-6387	GBM_grid_1_AutoML_20190416_030706_model_44	heat_fuel_gas	4.5812286667286905e+19	0.2860451485527854	0.10432825129227195
-6388	GBM_grid_1_AutoML_20190416_030706_model_44	total_parking_capacity_in_site	3.410866488779735e+19	0.2129694635333289	0.0776756110757297
-6389	GBM_grid_1_AutoML_20190416_030706_model_44	apartment_building_count_in_sites	2.8539864992507232e+19	0.1781986998541944	0.06499379147803941
-6390	GBM_grid_1_AutoML_20190416_030706_model_44	floor	2.23276308926426e+19	0.13941042807798237	0.05084668013727557
-6391	GBM_grid_1_AutoML_20190416_030706_model_44	total_household_count_of_area_type	1.9200813337294143e+19	0.11988704129284344	0.04372598323714853
-6392	GBM_grid_1_AutoML_20190416_030706_model_44	exclusive_use_area	1.6444916029575922e+19	0.10267962572532086	0.037449982457195545
-6393	GBM_grid_1_AutoML_20190416_030706_model_44	total_household_count_in_sites	1.3367453352175075e+19	0.08346440350522226	0.030441681346137346
-6394	GBM_grid_1_AutoML_20190416_030706_model_44	front_door_structure_stairway	8.427167838426366e+18	0.05261799075275635	0.019191176601042727
-6395	GBM_grid_1_AutoML_20190416_030706_model_44	heat_type_district	5.565650893988168e+18	0.03475110178031354	0.012674648381777516
-6396	GBM_grid_1_AutoML_20190416_030706_model_44	bathroom_count	4.5775841155361014e+18	0.02858175881616476	0.01042452539829629
-6397	GBM_grid_1_AutoML_20190416_030706_model_44	heat_fuel_cogeneration	3.957373245807657e+18	0.02470925379029783	0.009012120120621473
-6398	GBM_grid_1_AutoML_20190416_030706_model_44	room_count	3.5161469261625426e+18	0.02195430184771321	0.008007316088746547
-6399	GBM_grid_1_AutoML_20190416_030706_model_44	heat_type_individual	2.2499710509703496e+18	0.01404848677797718	0.005123855678952368
-6400	GBM_grid_1_AutoML_20190416_030706_model_44	heat_type_central	8.989099918958264e+17	0.005612661163037563	0.002047086368002854
-6401	GBM_grid_1_AutoML_20190416_030706_model_44	front_door_structure_corridor	8.126322078174413e+17	0.005073955427985714	0.00185060610052261
-6402	GBM_grid_1_AutoML_20190416_030706_model_44	front_door_structure_mixed	5.2528659492870554e+17	0.00327981188038931	0.0011962343699232195
-6403	DeepLearning_grid_1_AutoML_20190416_022142_model_4	city	1.0	1.0	0.08407427732719723
-6404	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	0.7049055099487305	0.7049055099487305	0.05926442133289895
-6405	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	0.6995337009429932	0.6995337009429932	0.058812790372801856
-6406	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_central	0.69917231798172	0.69917231798172	0.05878240736149445
-6407	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	0.6943297386169434	0.6943297386169434	0.058375271001001254
-6408	DeepLearning_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	0.6884556412696838	0.6884556412696838	0.05788141051158081
-6409	DeepLearning_grid_1_AutoML_20190416_022142_model_4	supply_area	0.6818214058876038	0.6818214058876038	0.0573236419662139
-6410	DeepLearning_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	0.6562599539756775	0.6562599539756775	0.0551745813692848
-6411	DeepLearning_grid_1_AutoML_20190416_022142_model_4	room_count	0.6464897394180298	0.6464897394180298	0.054353157641018904
-6412	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	0.6446853280067444	0.6446853280067444	0.054201453055614135
-6413	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	0.6345584392547607	0.6345584392547607	0.05335004220221819
-6414	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	0.6274207234382629	0.6274207234382629	0.05274994390317923
-6415	DeepLearning_grid_1_AutoML_20190416_022142_model_4	floor	0.6248463988304138	0.6248463988304138	0.052533509422168695
-6416	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_district	0.6225252151489258	0.6225252151489258	0.052338357581603906
-6417	DeepLearning_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	0.6115177273750305	0.6115177273750305	0.051412911001825705
-6418	DeepLearning_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	0.5813051462173462	0.5813051462173462	0.048872810074804096
-6419	DeepLearning_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	0.5590167045593262	0.5590167045593262	0.04699892544965666
-6420	DeepLearning_grid_1_AutoML_20190416_022142_model_4	bathroom_count	0.5174006819725037	0.5174006819725037	0.04350008842543725
-6421	DeepLearning_grid_1_AutoML_20190416_030706_model_6	city	1.0	1.0	0.0937482572077195
-6422	DeepLearning_grid_1_AutoML_20190416_030706_model_6	front_door_structure_mixed	0.7220309972763062	0.7220309972763062	0.06768914764460536
-6423	DeepLearning_grid_1_AutoML_20190416_030706_model_6	supply_area	0.6525955200195312	0.6525955200195312	0.06117969266339647
-6424	DeepLearning_grid_1_AutoML_20190416_030706_model_6	heat_fuel_cogeneration	0.6360633969306946	0.6360633969306946	0.05962983493587454
-6425	DeepLearning_grid_1_AutoML_20190416_030706_model_6	apartment_building_count_in_sites	0.6095672249794006	0.6095672249794006	0.05714586499276467
-6426	DeepLearning_grid_1_AutoML_20190416_030706_model_6	room_count	0.6063166856765747	0.6063166856765747	0.05684113259813954
-6427	DeepLearning_grid_1_AutoML_20190416_030706_model_6	heat_fuel_gas	0.5980615019798279	0.5980615019798279	0.05606722351363994
-6428	DeepLearning_grid_1_AutoML_20190416_030706_model_6	heat_type_central	0.5836020708084106	0.5836020708084106	0.054711677041104606
-6429	DeepLearning_grid_1_AutoML_20190416_030706_model_6	total_parking_capacity_in_site	0.5810633897781372	0.5810633897781372	0.05447368011891017
-6430	DeepLearning_grid_1_AutoML_20190416_030706_model_6	heat_type_individual	0.576843798160553	0.576843798160553	0.05407810075863335
-6431	DeepLearning_grid_1_AutoML_20190416_030706_model_6	exclusive_use_area	0.5709449052810669	0.5709449052810669	0.053525089831726505
-6432	DeepLearning_grid_1_AutoML_20190416_030706_model_6	bathroom_count	0.5632059574127197	0.5632059574127197	0.05279957695644756
-6433	DeepLearning_grid_1_AutoML_20190416_030706_model_6	total_household_count_in_sites	0.5380060076713562	0.5380060076713562	0.050437125586472606
-6434	DeepLearning_grid_1_AutoML_20190416_030706_model_6	heat_type_district	0.5178185701370239	0.5178185701370239	0.048544588500139256
-6435	DeepLearning_grid_1_AutoML_20190416_030706_model_6	floor	0.5143433213233948	0.5143433213233948	0.048218789980498326
-6436	DeepLearning_grid_1_AutoML_20190416_030706_model_6	front_door_structure_stairway	0.47702720761299133	0.47702720761299133	0.04472046935438292
-6437	DeepLearning_grid_1_AutoML_20190416_030706_model_6	front_door_structure_corridor	0.47416532039642334	0.47416532039642334	0.044452172415504615
-6438	DeepLearning_grid_1_AutoML_20190416_030706_model_6	total_household_count_of_area_type	0.4452090859413147	0.4452090859413147	0.04173757590004006
-6439	DeepLearning_grid_1_AutoML_20190416_020809_model_4	city	1.0	1.0	0.10099911289943586
-6440	DeepLearning_grid_1_AutoML_20190416_020809_model_4	supply_area	0.6357630491256714	0.6357630491256714	0.06421150397593328
-6441	DeepLearning_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	0.5851655602455139	0.5851655602455139	0.0591012024840983
-6442	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	0.5831006765365601	0.5831006765365601	0.058892651061253465
-6443	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	0.5815253853797913	0.5815253853797913	0.05873354805186149
-6444	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_district	0.5506886839866638	0.5506886839866638	0.05561906856641082
-6445	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	0.5315724015235901	0.5315724015235901	0.05368834099570533
-6446	DeepLearning_grid_1_AutoML_20190416_020809_model_4	room_count	0.5235360264778137	0.5235360264778137	0.052876674245154756
-6447	DeepLearning_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	0.5208905339241028	0.5208905339241028	0.05260948184404789
-6448	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.509010910987854	0.509010910987854	0.05140965046590697
-6449	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	0.5082725882530212	0.5082725882530212	0.05133508052465537
-6450	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	0.5052271485328674	0.5052271485328674	0.05102749381453113
-6451	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	0.49917349219322205	0.49917349219322205	0.0504160798944289
-6452	DeepLearning_grid_1_AutoML_20190416_020809_model_4	bathroom_count	0.4991607964038849	0.4991607964038849	0.05041479763096829
-6453	DeepLearning_grid_1_AutoML_20190416_020809_model_4	floor	0.49660634994506836	0.49660634994506836	0.050156800804678714
-6454	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_central	0.4784940779209137	0.4784940779209137	0.04832747739764583
-6455	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	0.47503191232681274	0.47503191232681274	0.04797780174393068
-6456	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	0.41785746812820435	0.41785746812820435	0.042203233599352935
-6457	GBM_grid_1_AutoML_20190416_030706_model_62	supply_area	5.943330499301317e+19	1.0	0.17916480381714442
-6458	GBM_grid_1_AutoML_20190416_030706_model_62	room_count	5.732093644786945e+19	0.9644581679347625	0.17279695844787424
-6459	GBM_grid_1_AutoML_20190416_030706_model_62	city	4.200623920681006e+19	0.7067794599635374	0.12663000328635446
-6460	GBM_grid_1_AutoML_20190416_030706_model_62	exclusive_use_area	2.6848855691406344e+19	0.45174764712416093	0.08093727857185688
-6461	GBM_grid_1_AutoML_20190416_030706_model_62	total_household_count_in_sites	2.613583119688663e+19	0.43975059438405945	0.07878782897129266
-6462	GBM_grid_1_AutoML_20190416_030706_model_62	bathroom_count	2.138488323470839e+19	0.3598131256073063	0.06446584806026658
-6463	GBM_grid_1_AutoML_20190416_030706_model_62	heat_type_district	1.905772949112514e+19	0.3206574073806853	0.057450521485874644
-6464	GBM_grid_1_AutoML_20190416_030706_model_62	total_parking_capacity_in_site	1.8226194135805592e+19	0.3066663403280066	0.05494381470218895
-6465	GBM_grid_1_AutoML_20190416_030706_model_62	apartment_building_count_in_sites	1.7499698424822366e+19	0.2944426265185755	0.052753755415605307
-6466	GBM_grid_1_AutoML_20190416_030706_model_62	heat_fuel_cogeneration	1.2037443405286998e+19	0.20253700188307028	0.036287502208092896
-6467	GBM_grid_1_AutoML_20190416_030706_model_62	floor	9.68419605175337e+18	0.16294224345914834	0.0291935150828837
-6468	GBM_grid_1_AutoML_20190416_030706_model_62	total_household_count_of_area_type	7.959557088005325e+18	0.1339241876072857	0.023994500799029785
-6469	GBM_grid_1_AutoML_20190416_030706_model_62	front_door_structure_stairway	5.064835442164105e+18	0.08521880859157192	0.015268211122839766
-6470	GBM_grid_1_AutoML_20190416_030706_model_62	heat_type_central	2.750532515608396e+18	0.04627931285214143	0.00829162400794617
-6471	GBM_grid_1_AutoML_20190416_030706_model_62	heat_type_individual	2.119637416514945e+18	0.03566413506306143	0.006389757761881543
-6472	GBM_grid_1_AutoML_20190416_030706_model_62	front_door_structure_mixed	1.9658861085332603e+18	0.03307717968510021	0.005926266409105415
-6473	GBM_grid_1_AutoML_20190416_030706_model_62	heat_fuel_gas	1.6935957647662776e+18	0.028495735934008254	0.005105432938241742
-6474	GBM_grid_1_AutoML_20190416_030706_model_62	front_door_structure_corridor	5.3486447507800064e+17	0.008999406564061648	0.001612376911520827
-6475	GBM_grid_1_AutoML_20190416_030706_model_25	city	3.627021529173893e+21	1.0	0.2690565411348548
-6476	GBM_grid_1_AutoML_20190416_030706_model_25	supply_area	3.167757949973532e+21	0.8733772117131697	0.23498785168954925
-6477	GBM_grid_1_AutoML_20190416_030706_model_25	exclusive_use_area	2.506968983497456e+21	0.6911921981528615	0.1859697820944061
-6478	GBM_grid_1_AutoML_20190416_030706_model_25	apartment_building_count_in_sites	8.453930633143643e+20	0.23308189833295942	0.06271220936661194
-6479	GBM_grid_1_AutoML_20190416_030706_model_25	room_count	6.074758466684731e+20	0.16748614304664317	0.04506324233614732
-6480	GBM_grid_1_AutoML_20190416_030706_model_25	heat_fuel_gas	4.6503596246962694e+20	0.12821428236064142	0.03449689133604181
-6481	GBM_grid_1_AutoML_20190416_030706_model_25	bathroom_count	3.858924469992408e+20	0.10639375694225156	0.02862593624122465
-6482	GBM_grid_1_AutoML_20190416_030706_model_25	heat_fuel_cogeneration	3.7953016254753355e+20	0.10463962220648221	0.028153974816534044
-6483	GBM_grid_1_AutoML_20190416_030706_model_25	heat_type_individual	3.1632523800213245e+20	0.08721349886064231	0.02346536234371302
-6484	GBM_grid_1_AutoML_20190416_030706_model_25	total_household_count_in_sites	3.0202778692885886e+20	0.08327157269387647	0.022404761323874027
-6485	GBM_grid_1_AutoML_20190416_030706_model_25	total_parking_capacity_in_site	2.9304292975039427e+20	0.08079437284650998	0.021738254501241807
-6486	GBM_grid_1_AutoML_20190416_030706_model_25	heat_type_district	2.1547789076502938e+20	0.05940904652256299	0.01598439256948047
-6487	GBM_grid_1_AutoML_20190416_030706_model_25	floor	1.241771631872542e+20	0.03423667661976557	0.009211601791266677
-6488	GBM_grid_1_AutoML_20190416_030706_model_25	total_household_count_of_area_type	8.9800316418326e+19	0.024758694067851132	0.006661488588912073
-6489	GBM_grid_1_AutoML_20190416_030706_model_25	front_door_structure_stairway	7.617727938925114e+19	0.021002709461887762	0.005650916362275808
-6490	GBM_grid_1_AutoML_20190416_030706_model_25	front_door_structure_corridor	7.42395704652029e+19	0.020468466996420624	0.005507174932389863
-6491	GBM_grid_1_AutoML_20190416_030706_model_25	heat_type_central	2.7070974082647327e+18	0.0007463692692448158	0.00020081553399235928
-6492	GBM_grid_1_AutoML_20190416_030706_model_25	front_door_structure_mixed	1.4667212985403965e+18	0.0004043872601093889	0.00010880303748403302
-6493	DeepLearning_grid_1_AutoML_20190416_021340_model_4	city	1.0	1.0	0.09986155302774685
-6494	DeepLearning_grid_1_AutoML_20190416_021340_model_4	supply_area	0.7093148827552795	0.7093148827552795	0.07083328577763638
-6495	DeepLearning_grid_1_AutoML_20190416_021340_model_4	room_count	0.6242623925209045	0.6242623925209045	0.06233981201395443
-6496	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	0.6130431294441223	0.6130431294441223	0.061219438979280096
-6497	DeepLearning_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	0.6047936081886292	0.6047936081886292	0.06039562897497114
-6498	DeepLearning_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	0.6030193567276001	0.6030193567276001	0.06021844946861103
-6499	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	0.5589218735694885	0.5589218735694885	0.055814806315827095
-6500	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	0.556253969669342	0.556253969669342	0.05554838528902969
-6501	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	0.5511273145675659	0.5511273145675659	0.0550364295487287
-6502	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_central	0.5313650369644165	0.5313650369644165	0.053062937815912745
-6503	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	0.5224857330322266	0.5224857330322266	0.05217623673543888
-6504	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_district	0.5093684792518616	0.5093684792518616	0.050866327401472546
-6505	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	0.5021281242370605	0.5021281242370605	0.050143294305222276
-6506	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	0.4478154480457306	0.4478154480457306	0.04471954611166294
-6507	DeepLearning_grid_1_AutoML_20190416_021340_model_4	bathroom_count	0.43615829944610596	0.43615829944610596	0.0435554451486292
-6508	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	0.43472594022750854	0.43472594022750854	0.04341240753256645
-6509	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	0.41862189769744873	0.41862189769744873	0.04180423283548979
-6510	DeepLearning_grid_1_AutoML_20190416_021340_model_4	floor	0.3904584050178528	0.3904584050178528	0.038991782717819765
-6511	DeepLearning_grid_1_AutoML_20190416_030706_model_2	city	1.0	1.0	0.11371703745899911
-6512	DeepLearning_grid_1_AutoML_20190416_030706_model_2	supply_area	0.5694509744644165	0.5694509744644165	0.0647562777942336
-6513	DeepLearning_grid_1_AutoML_20190416_030706_model_2	exclusive_use_area	0.5437686443328857	0.5437686443328857	0.06183575929663193
-6514	DeepLearning_grid_1_AutoML_20190416_030706_model_2	room_count	0.48995858430862427	0.48995858430862427	0.055716638685182
-6515	DeepLearning_grid_1_AutoML_20190416_030706_model_2	total_parking_capacity_in_site	0.4712068438529968	0.4712068438529968	0.053584246313367986
-6516	DeepLearning_grid_1_AutoML_20190416_030706_model_2	heat_fuel_gas	0.47003355622291565	0.47003355622291565	0.05345082351998787
-6517	DeepLearning_grid_1_AutoML_20190416_030706_model_2	heat_type_individual	0.4685310125350952	0.4685310125350952	0.0532799587031562
-6518	DeepLearning_grid_1_AutoML_20190416_030706_model_2	apartment_building_count_in_sites	0.467190146446228	0.467190146446228	0.05312747938390099
-6519	DeepLearning_grid_1_AutoML_20190416_030706_model_2	total_household_count_in_sites	0.4524396061897278	0.4524396061897278	0.05145009164501208
-6520	DeepLearning_grid_1_AutoML_20190416_030706_model_2	front_door_structure_stairway	0.4517212212085724	0.4517212212085724	0.05136839903320005
-6521	DeepLearning_grid_1_AutoML_20190416_030706_model_2	bathroom_count	0.4499656558036804	0.4499656558036804	0.051168761336290225
-6522	DeepLearning_grid_1_AutoML_20190416_030706_model_2	floor	0.43506935238838196	0.43506935238838196	0.04947479784281211
-6523	DeepLearning_grid_1_AutoML_20190416_030706_model_2	heat_fuel_cogeneration	0.4316815435886383	0.4316815435886383	0.04908954626262774
-6524	DeepLearning_grid_1_AutoML_20190416_030706_model_2	heat_type_district	0.42859014868736267	0.42859014868736267	0.04873800199283882
-6525	DeepLearning_grid_1_AutoML_20190416_030706_model_2	front_door_structure_corridor	0.4271068274974823	0.4271068274974823	0.048569323101525466
-6526	DeepLearning_grid_1_AutoML_20190416_030706_model_2	heat_type_central	0.42482808232307434	0.42482808232307434	0.0483101909511678
-6527	DeepLearning_grid_1_AutoML_20190416_030706_model_2	total_household_count_of_area_type	0.42262595891952515	0.42262595891952515	0.04805977200159706
-6528	DeepLearning_grid_1_AutoML_20190416_030706_model_2	front_door_structure_mixed	0.3895888924598694	0.3895888924598694	0.044302894677468944
-6529	DeepLearning_grid_1_AutoML_20190416_030706_model_7	city	1.0	1.0	0.09572067782101829
-6530	DeepLearning_grid_1_AutoML_20190416_030706_model_7	exclusive_use_area	0.6705056428909302	0.6705056428909302	0.06418125462033747
-6531	DeepLearning_grid_1_AutoML_20190416_030706_model_7	supply_area	0.6597527265548706	0.6597527265548706	0.06315197818009714
-6532	DeepLearning_grid_1_AutoML_20190416_030706_model_7	apartment_building_count_in_sites	0.5922936201095581	0.5922936201095581	0.05669474678595161
-6533	DeepLearning_grid_1_AutoML_20190416_030706_model_7	bathroom_count	0.5840389132499695	0.5840389132499695	0.05590460065013798
-6534	DeepLearning_grid_1_AutoML_20190416_030706_model_7	front_door_structure_mixed	0.56913822889328	0.56913822889328	0.054478297043518614
-6535	DeepLearning_grid_1_AutoML_20190416_030706_model_7	front_door_structure_stairway	0.5675535798072815	0.5675535798072815	0.05432661335889838
-6536	DeepLearning_grid_1_AutoML_20190416_030706_model_7	room_count	0.5656985640525818	0.5656985640525818	0.05414904999348986
-6537	DeepLearning_grid_1_AutoML_20190416_030706_model_7	heat_fuel_cogeneration	0.5526762008666992	0.5526762008666992	0.0529025405625057
-6538	DeepLearning_grid_1_AutoML_20190416_030706_model_7	heat_type_individual	0.5488813519477844	0.5488813519477844	0.05253929505175882
-6539	DeepLearning_grid_1_AutoML_20190416_030706_model_7	heat_type_district	0.5438176393508911	0.5438176393508911	0.052054593049693364
-6540	DeepLearning_grid_1_AutoML_20190416_030706_model_7	front_door_structure_corridor	0.5343363285064697	0.5343363285064697	0.051147035549033576
-6541	DeepLearning_grid_1_AutoML_20190416_030706_model_7	heat_fuel_gas	0.5289936661720276	0.5289936661720276	0.05063563228901195
-6542	DeepLearning_grid_1_AutoML_20190416_030706_model_7	total_parking_capacity_in_site	0.5251638293266296	0.5251638293266296	0.05026903771022655
-6543	DeepLearning_grid_1_AutoML_20190416_030706_model_7	floor	0.514488160610199	0.514488160610199	0.049247155464497164
-6544	DeepLearning_grid_1_AutoML_20190416_030706_model_7	heat_type_central	0.5014016628265381	0.5014016628265381	0.04799450702634189
-6545	DeepLearning_grid_1_AutoML_20190416_030706_model_7	total_household_count_in_sites	0.5006611943244934	0.5006611943244934	0.04792362887942106
-6546	DeepLearning_grid_1_AutoML_20190416_030706_model_7	total_household_count_of_area_type	0.4876621961593628	0.4876621961593628	0.04667935596406059
-6547	GBM_grid_1_AutoML_20190416_021340_model_13	supply_area	1.219382936303116e+20	1.0	0.27318524758905416
-6548	GBM_grid_1_AutoML_20190416_021340_model_13	city	8.082047301288408e+19	0.6627981301584625	0.1810666712889017
-6549	GBM_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	7.0005285215939854e+19	0.5741041893548184	0.15683679511080928
-6550	GBM_grid_1_AutoML_20190416_021340_model_13	apartment_building_count_in_sites	3.5433785306476708e+19	0.2905878395666554	0.0793843108983851
-6551	GBM_grid_1_AutoML_20190416_021340_model_13	floor	2.845633069609858e+19	0.23336664675964322	0.06375232517406047
-6552	GBM_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	2.783400931380062e+19	0.2282630704853623	0.06235810342598141
-6553	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_district	2.4575056849072554e+19	0.20153682750046004	0.05505688811902567
-6554	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	1.7755494307466314e+19	0.14561048690165226	0.039778636915790595
-6555	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	1.6762011884491637e+19	0.13746306747009385	0.03755288212116844
-6556	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_individual	5.752700911617049e+18	0.04717714788643749	0.012888100825901846
-6557	GBM_grid_1_AutoML_20190416_021340_model_13	bathroom_count	4.388868612669047e+18	0.03599253755325682	0.009832630282844793
-6558	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_stairway	3.1640277776114647e+18	0.025947778039309435	0.007088550168054569
-6559	GBM_grid_1_AutoML_20190416_021340_model_13	room_count	2.8944319245273006e+18	0.023736857703639366	0.006484559348754867
-6560	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_mixed	2.56484204410726e+18	0.021033934195300957	0.005746160520915164
-6561	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_cogeneration	1.409814699855315e+18	0.011561705989830754	0.003158487513383765
-6562	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_gas	1.149436327624704e+18	0.009426377009256226	0.0025751471371414296
-6563	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_corridor	1.095290327759061e+18	0.008982332745115536	0.002453840794901656
-6564	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_central	3.573818578782126e+17	0.0029308418810723305	0.0008006627649251138
-6565	GBM_grid_1_AutoML_20190416_023844_model_55	city	6.365124252747258e+21	1.0	0.26415876407391314
-6566	GBM_grid_1_AutoML_20190416_023844_model_55	supply_area	6.218857469949426e+21	0.977020592687613	0.25808855223912197
-6567	GBM_grid_1_AutoML_20190416_023844_model_55	exclusive_use_area	5.33164046205809e+21	0.8376333674487022	0.22126819509231915
-6568	GBM_grid_1_AutoML_20190416_023844_model_55	heat_fuel_cogeneration	8.44834476223082e+20	0.13272866996405328	0.03506144141487863
-6569	GBM_grid_1_AutoML_20190416_023844_model_55	apartment_building_count_in_sites	8.445484272779998e+20	0.13268372992302285	0.0350495701091826
-6570	GBM_grid_1_AutoML_20190416_023844_model_55	total_parking_capacity_in_site	7.935767570641647e+20	0.12467576838294213	0.03293419688600345
-6571	GBM_grid_1_AutoML_20190416_023844_model_55	heat_fuel_gas	7.413719449773602e+20	0.11647407270288179	0.030767647091848357
-6572	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_individual	6.162444958804518e+20	0.09681578417176599	0.02557473788966043
-6573	GBM_grid_1_AutoML_20190416_023844_model_55	total_household_count_in_sites	5.5605874230399336e+20	0.08736023370855522	0.023076971365660153
-6574	GBM_grid_1_AutoML_20190416_023844_model_55	room_count	5.188163307385693e+20	0.08150922277984479	0.021531375550149046
-6575	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_district	4.3133193765206045e+20	0.06776488887328364	0.017900689292372676
-6576	GBM_grid_1_AutoML_20190416_023844_model_55	bathroom_count	2.2420255951189705e+20	0.03522359511130183	0.009304621350841423
-6577	GBM_grid_1_AutoML_20190416_023844_model_55	total_household_count_of_area_type	1.8784945054320427e+20	0.02951229906660917	0.0077959324464151785
-6578	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_stairway	1.8188432728363578e+20	0.02857514167223562	0.007548374107374733
-6579	GBM_grid_1_AutoML_20190416_023844_model_55	floor	1.2899492407300588e+20	0.02026589253419998	0.00535341312468901
-6580	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_corridor	1.092162404095015e+20	0.01715854020640093	0.004532578774235417
-6581	GBM_grid_1_AutoML_20190416_023844_model_55	heat_type_central	1.2756136706881618e+18	0.00020040671949767404	5.293919133461297e-05
-6582	GBM_grid_1_AutoML_20190416_023844_model_55	front_door_structure_mixed	0.0	0.0	0.0
-6583	GBM_grid_1_AutoML_20190416_021340_model_10	supply_area	6.7788414687645794e+19	1.0	0.1780259206942399
-6584	GBM_grid_1_AutoML_20190416_021340_model_10	room_count	5.549179769999432e+19	0.8186029715503512	0.14573254769329194
-6585	GBM_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	4.28488301515469e+19	0.6320966547010274	0.11252958892089944
-6586	GBM_grid_1_AutoML_20190416_021340_model_10	city	3.8593610200891e+19	0.5693245723287957	0.10135453116268824
-6587	GBM_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	3.1071376166252184e+19	0.45835820633101243	0.08159964168983885
-6588	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	2.4810537055370084e+19	0.36599966483493707	0.06515742730602288
-6589	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_district	2.296646034251999e+19	0.3387962448796659	0.06031451342245368
-6590	GBM_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.0179787704340316e+19	0.29768785414623383	0.05299615431387587
-6591	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	1.986570780981959e+19	0.29305461562062535	0.0521713177595584
-6592	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.8607818129132225e+19	0.27449849970489776	0.04886784813915196
-6593	GBM_grid_1_AutoML_20190416_021340_model_10	floor	1.6178569233351836e+19	0.2386627465459865	0.04248815518926526
-6594	GBM_grid_1_AutoML_20190416_021340_model_10	bathroom_count	8.344884786250121e+18	0.12310193157195853	0.021915334707337236
-6595	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	4.801151113346679e+18	0.07082554055098256	0.012608782065255892
-6596	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	3.8188422024113684e+18	0.05633473241715062	0.01002904260562688
-6597	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_central	1.7491138177044316e+18	0.025802547909756644	0.004593522347891662
-6598	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	1.6815261507502735e+18	0.024805509296807998	0.004416023630853771
-6599	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	1.123964835097215e+18	0.016580485622450375	0.0029517562184943353
-6600	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	8.559486366247813e+17	0.012626768756413697	0.002247892133253811
-6601	DeepLearning_grid_1_AutoML_20190416_021340_model_7	city	1.0	1.0	0.11043662754183926
-6602	DeepLearning_grid_1_AutoML_20190416_021340_model_7	supply_area	0.5974629521369934	0.5974629521369934	0.06598179351520088
-6603	DeepLearning_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	0.5553152561187744	0.5553152561187744	0.06132714410829017
-6604	DeepLearning_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	0.5236496925354004	0.5236496925354004	0.05783010605693066
-6605	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	0.5180709362030029	0.5180709362030029	0.057214007021703005
-6606	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	0.5120643973350525	0.5120643973350525	0.05655066512592758
-6607	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	0.4818808436393738	0.4818808436393738	0.053217295248548804
-6608	DeepLearning_grid_1_AutoML_20190416_021340_model_7	bathroom_count	0.48013532161712646	0.48013532161712646	0.0530245256831118
-6609	DeepLearning_grid_1_AutoML_20190416_021340_model_7	floor	0.4776095151901245	0.4776095151901245	0.0527455841394902
-6610	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	0.4589800536632538	0.4589800536632538	0.05068820923554216
-6611	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	0.4482848048210144	0.4482848048210144	0.04950706202268448
-6612	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_district	0.44772404432296753	0.44772404432296753	0.0494451335244215
-6613	DeepLearning_grid_1_AutoML_20190416_021340_model_7	room_count	0.4409758150577545	0.4409758150577545	0.04869988184249223
-6614	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	0.43091046810150146	0.43091046810150146	0.047588298869605125
-6615	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	0.42951688170433044	0.42951688170433044	0.04743439588771338
-6616	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_central	0.42851996421813965	0.42851996421813965	0.047324299682600976
-6617	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	0.41270434856414795	0.41270434856414795	0.04557767642727621
-6618	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	0.41116154193878174	0.41116154193878174	0.04540729406662156
-6619	GBM_grid_1_AutoML_20190416_022142_model_12	supply_area	7.05545458097907e+21	1.0	0.30481502853151443
-6620	GBM_grid_1_AutoML_20190416_022142_model_12	city	6.335465797401209e+21	0.8979528852019129	0.2737095343227768
-6621	GBM_grid_1_AutoML_20190416_022142_model_12	exclusive_use_area	4.4168073812517186e+21	0.6260131548658922	0.19081821766155027
-6622	GBM_grid_1_AutoML_20190416_022142_model_12	apartment_building_count_in_sites	9.195974669996644e+20	0.13033851418714026	0.03972913792070836
-6623	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_cogeneration	8.930198256424583e+20	0.12657155047811758	0.03858091077026543
-6624	GBM_grid_1_AutoML_20190416_022142_model_12	heat_fuel_gas	7.194664363898301e+20	0.10197308027883177	0.03108292737463852
-6625	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_individual	6.168031533404783e+20	0.08742217050100913	0.02664759139555202
-6626	GBM_grid_1_AutoML_20190416_022142_model_12	total_parking_capacity_in_site	5.2908731745436906e+20	0.07498982686115581	0.022858026214256536
-6627	GBM_grid_1_AutoML_20190416_022142_model_12	room_count	4.1576394371828705e+20	0.05892801646532496	0.01796214502018358
-6628	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_in_sites	3.7904155717233594e+20	0.05372319427782882	0.016375636996600485
-6629	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_district	3.292788571678452e+20	0.04667011223565298	0.014225751592679546
-6630	GBM_grid_1_AutoML_20190416_022142_model_12	bathroom_count	1.803690243387e+20	0.02556447954820093	0.007792437562878184
-6631	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_stairway	1.016979734128157e+20	0.01441409228074193	0.004393631949810233
-6632	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_corridor	9.720269488944421e+19	0.013776957072545651	0.004199423563145452
-6633	GBM_grid_1_AutoML_20190416_022142_model_12	total_household_count_of_area_type	9.261288475436306e+19	0.013126423491413273	0.004001131151051878
-6634	GBM_grid_1_AutoML_20190416_022142_model_12	floor	6.438667084684172e+19	0.00912580048639572	0.00278168113563362
-6635	GBM_grid_1_AutoML_20190416_022142_model_12	heat_type_central	6.200262204944548e+17	8.787898970620474e-05	2.6786836754617462e-05
-6636	GBM_grid_1_AutoML_20190416_022142_model_12	front_door_structure_mixed	0.0	0.0	0.0
-6637	GBM_grid_1_AutoML_20190416_030706_model_32	exclusive_use_area	8.805631505481282e+19	1.0	0.21719949483081868
-6638	GBM_grid_1_AutoML_20190416_030706_model_32	supply_area	8.232611784768147e+19	0.9349257664988087	0.20306540418785718
-6639	GBM_grid_1_AutoML_20190416_030706_model_32	apartment_building_count_in_sites	5.610155606243331e+19	0.6371099679507543	0.13837996319058288
-6640	GBM_grid_1_AutoML_20190416_030706_model_32	city	4.516641154689873e+19	0.512926432576514	0.11140736204099282
-6641	GBM_grid_1_AutoML_20190416_030706_model_32	heat_fuel_gas	3.0092320435345555e+19	0.3417394926941225	0.07422564517690365
-6642	GBM_grid_1_AutoML_20190416_030706_model_32	total_parking_capacity_in_site	2.485752138624821e+19	0.28229118344067694	0.06131350243850899
-6643	GBM_grid_1_AutoML_20190416_030706_model_32	total_household_count_in_sites	1.9388143730388107e+19	0.22017891298675715	0.04782274867312244
-6644	GBM_grid_1_AutoML_20190416_030706_model_32	floor	1.4675110227670467e+19	0.16665596577071823	0.03619759157594221
-6645	GBM_grid_1_AutoML_20190416_030706_model_32	room_count	1.3020807022751252e+19	0.14786908826069012	0.03211709127131563
-6646	GBM_grid_1_AutoML_20190416_030706_model_32	total_household_count_of_area_type	1.1783673922573042e+19	0.13381974836487312	0.029065581743237718
-6647	GBM_grid_1_AutoML_20190416_030706_model_32	bathroom_count	4.0558853644877824e+18	0.04606013051946469	0.010004237080669305
-6648	GBM_grid_1_AutoML_20190416_030706_model_32	front_door_structure_stairway	3.410253785925157e+18	0.038728100123226375	0.008411723782522135
-6649	GBM_grid_1_AutoML_20190416_030706_model_32	front_door_structure_mixed	3.0004174237414195e+18	0.034073847195101634	0.0074008223977185825
-6650	GBM_grid_1_AutoML_20190416_030706_model_32	heat_type_individual	2.801432757148844e+18	0.03181410391071922	0.006910007297903386
-6651	GBM_grid_1_AutoML_20190416_030706_model_32	front_door_structure_corridor	2.320332373444526e+18	0.026350550463077837	0.005723326249094502
-6652	GBM_grid_1_AutoML_20190416_030706_model_32	heat_fuel_cogeneration	1.767776790635348e+18	0.02007552541274242	0.004360393978110917
-6653	GBM_grid_1_AutoML_20190416_030706_model_32	heat_type_district	1.3254816082490819e+18	0.015052658147504845	0.003269429745499059
-6654	GBM_grid_1_AutoML_20190416_030706_model_32	heat_type_central	1.2672007574682337e+18	0.014390799304733946	0.0031256743391999096
-6655	XGBoost_grid_1_AutoML_20190416_022142_model_15	exclusive_use_area	6.099160939790661e+20	1.0	0.24722591208239844
-6656	XGBoost_grid_1_AutoML_20190416_022142_model_15	city	4.772963439520734e+20	0.7825606647599882	0.19346927410509615
-6657	XGBoost_grid_1_AutoML_20190416_022142_model_15	supply_area	4.5036647184588603e+20	0.738407260099852	0.18255340836645073
-6658	XGBoost_grid_1_AutoML_20190416_022142_model_15	apartment_building_count_in_sites	1.8255253128616083e+20	0.2993076147494257	0.0739965980496339
-6659	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_parking_capacity_in_site	1.2498497877822774e+20	0.20492159497354984	0.050661928222715695
-6660	XGBoost_grid_1_AutoML_20190416_022142_model_15	floor	1.0386239283841833e+20	0.17028964125347898	0.042100011877075766
-6661	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_in_sites	9.84974270057551e+19	0.16149340536853546	0.03992535443752868
-6662	XGBoost_grid_1_AutoML_20190416_022142_model_15	room_count	7.617532665660021e+19	0.12489476406440711	0.03087722196013901
-6663	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_cogeneration	7.14632640226499e+19	0.11716900853759517	0.028967215003497297
-6664	XGBoost_grid_1_AutoML_20190416_022142_model_15	bathroom_count	5.9041804086734225e+19	0.09680315812220672	0.02393224905921919
-6665	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_district	4.748014025350683e+19	0.07784700341935308	0.019245796423231154
-6666	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_individual	4.330693507419e+19	0.07100474229439895	0.017554212175908433
-6667	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_fuel_gas	4.078792314862961e+19	0.0668746464493681	0.016533145463632954
-6668	XGBoost_grid_1_AutoML_20190416_022142_model_15	total_household_count_of_area_type	3.206489927115709e+19	0.0525726400527769	0.012997318887627401
-6669	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_stairway	1.610697013566269e+19	0.02640850158680273	0.006528865891526772
-6670	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_mixed	1.591435768870889e+19	0.02609270003826971	0.006450791565653662
-6671	XGBoost_grid_1_AutoML_20190416_022142_model_15	heat_type_central	1.0014194675621036e+19	0.01641897102647163	0.004059195087473924
-6672	XGBoost_grid_1_AutoML_20190416_022142_model_15	front_door_structure_corridor	7.207459248769335e+18	0.01181713242185197	0.0029215013411908355
-6673	DeepLearning_grid_1_AutoML_20190416_021340_model_5	supply_area	1.0	1.0	0.0665087077774199
-6674	DeepLearning_grid_1_AutoML_20190416_021340_model_5	room_count	0.9186531901359558	0.9186531901359558	0.06109843657154686
-6675	DeepLearning_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	0.9114259481430054	0.9114259481430054	0.060617762045801014
-6676	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	0.8867244124412537	0.8867244124412537	0.05897489482615971
-6677	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	0.8809428215026855	0.8809428215026855	0.0585903686839379
-6678	DeepLearning_grid_1_AutoML_20190416_021340_model_5	city	0.8709022402763367	0.8709022402763367	0.05792258260123922
-6679	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_central	0.8575815558433533	0.8575815558433533	0.057036641092890694
-6680	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	0.8467792868614197	0.8467792868614197	0.05631819614183819
-6681	DeepLearning_grid_1_AutoML_20190416_021340_model_5	floor	0.845142662525177	0.845142662525177	0.05620934637211761
-6682	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_district	0.823436975479126	0.823436975479126	0.05476572917526367
-6683	DeepLearning_grid_1_AutoML_20190416_021340_model_5	bathroom_count	0.812926709651947	0.812926709651947	0.054066704976700825
-6684	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	0.8029020428657532	0.8029020428657532	0.05339997734285185
-6685	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	0.7853900194168091	0.7853900194168091	0.052235275292694706
-6686	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	0.7751805186271667	0.7751805186271667	0.051556254588123046
-6687	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	0.774206280708313	0.774206280708313	0.05149145928307232
-6688	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	0.7656461000442505	0.7656461000442505	0.050922132728764266
-6689	DeepLearning_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	0.7428159117698669	0.7428159117698669	0.04940372640831981
-6690	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	0.7349684834480286	0.7349684834480286	0.04888180409125841
-6691	DeepLearning_grid_1_AutoML_20190416_023844_model_4	city	1.0	1.0	0.0713738285363374
-6692	DeepLearning_grid_1_AutoML_20190416_023844_model_4	supply_area	0.8275715112686157	0.8275715112686157	0.059066947146843796
-6693	DeepLearning_grid_1_AutoML_20190416_023844_model_4	exclusive_use_area	0.7978726029396057	0.7978726029396057	0.05694722235605263
-6694	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_parking_capacity_in_site	0.7921780347824097	0.7921780347824097	0.05654077922481243
-6695	DeepLearning_grid_1_AutoML_20190416_023844_model_4	floor	0.7908015847206116	0.7908015847206116	0.056442536714112826
-6696	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_household_count_of_area_type	0.7853649854660034	0.7853649854660034	0.05605450581109364
-6697	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_individual	0.7794594168663025	0.7794594168663025	0.05563300277044901
-6698	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_fuel_gas	0.77838534116745	0.77838534116745	0.05555634187568406
-6699	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_fuel_cogeneration	0.7777425050735474	0.7777425050735474	0.05551046020254089
-6700	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_corridor	0.7705813050270081	0.7705813050270081	0.05499933793830478
-6701	DeepLearning_grid_1_AutoML_20190416_023844_model_4	room_count	0.7677832245826721	0.7677832245826721	0.05479962822443987
-6702	DeepLearning_grid_1_AutoML_20190416_023844_model_4	bathroom_count	0.7462661266326904	0.7462661266326904	0.0532638705647583
-6703	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_district	0.7437387108802795	0.7437387108802795	0.05308347922620569
-6704	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_stairway	0.740117609500885	0.740117609500885	0.05282502735724009
-6705	DeepLearning_grid_1_AutoML_20190416_023844_model_4	front_door_structure_mixed	0.7378726601600647	0.7378726601600647	0.052664796727915617
-6706	DeepLearning_grid_1_AutoML_20190416_023844_model_4	apartment_building_count_in_sites	0.7317433953285217	0.7317433953285217	0.05222732763077526
-6707	DeepLearning_grid_1_AutoML_20190416_023844_model_4	total_household_count_in_sites	0.725957989692688	0.725957989692688	0.05181440108091011
-6708	DeepLearning_grid_1_AutoML_20190416_023844_model_4	heat_type_central	0.7173008322715759	0.7173008322715759	0.05119650661152358
-6709	DeepLearning_grid_1_AutoML_20190416_022142_model_6	city	1.0	1.0	0.12702490707017725
-6710	DeepLearning_grid_1_AutoML_20190416_022142_model_6	supply_area	0.6145082116127014	0.6145082116127014	0.0780578484739642
-6711	DeepLearning_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	0.5621442794799805	0.5621442794799805	0.07140632486097626
-6712	DeepLearning_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	0.48283886909484863	0.48283886909484863	0.06133256247664262
-6713	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	0.463399738073349	0.463399738073349	0.05886330866511163
-6714	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	0.4178721308708191	0.4178721308708191	0.053080168591082735
-6715	DeepLearning_grid_1_AutoML_20190416_022142_model_6	room_count	0.3930974304676056	0.3930974304676056	0.049933164574673054
-6716	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_district	0.3909040093421936	0.3909040093421936	0.04965454546005184
-6717	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	0.3756101727485657	0.3756101727485657	0.04771184728799977
-6718	DeepLearning_grid_1_AutoML_20190416_022142_model_6	bathroom_count	0.37515878677368164	0.37515878677368164	0.047654510026487344
-6719	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	0.37384381890296936	0.37384381890296936	0.04748747635490985
-6720	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	0.3726748824119568	0.3726748824119568	0.04733899230576804
-6721	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	0.3706105351448059	0.3706105351448059	0.047076768785997626
-6722	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	0.3529074192047119	0.3529074192047119	0.04482803212885461
-6723	DeepLearning_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	0.3523550033569336	0.3523550033569336	0.04475786155712648
-6724	DeepLearning_grid_1_AutoML_20190416_022142_model_6	floor	0.3486396074295044	0.3486396074295044	0.04428591373471587
-6725	DeepLearning_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	0.32672083377838135	0.32672083377838135	0.04150168354858971
-6726	DeepLearning_grid_1_AutoML_20190416_022142_model_6	heat_type_central	0.2991860806941986	0.2991860806941986	0.03800408409687112
-6727	GBM_grid_1_AutoML_20190416_022142_model_42	supply_area	6.335561498893291e+21	1.0	0.28873369189332454
-6728	GBM_grid_1_AutoML_20190416_022142_model_42	city	4.761041707619643e+21	0.7514790454565569	0.2169773191751431
-6729	GBM_grid_1_AutoML_20190416_022142_model_42	exclusive_use_area	3.395841345726827e+21	0.5359969035609582	0.1547603648085457
-6730	GBM_grid_1_AutoML_20190416_022142_model_42	apartment_building_count_in_sites	1.0754945642819307e+21	0.16975520866931848	0.049014048117214014
-6731	GBM_grid_1_AutoML_20190416_022142_model_42	total_parking_capacity_in_site	8.978916649081105e+20	0.1417225079521296	0.04092006294539942
-6732	GBM_grid_1_AutoML_20190416_022142_model_42	room_count	8.878274567470768e+20	0.14013398132149207	0.04046140178666459
-6733	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_in_sites	6.803338148026778e+20	0.10738334951393336	0.031005190953029213
-6734	GBM_grid_1_AutoML_20190416_022142_model_42	bathroom_count	6.694448145911377e+20	0.1056646383604796	0.030508941136394276
-6735	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_cogeneration	6.450115903440017e+20	0.10180811763198473	0.029395433668592822
-6736	GBM_grid_1_AutoML_20190416_022142_model_42	heat_fuel_gas	6.090013003047565e+20	0.0961242820247484	0.02775431882960074
-6737	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_individual	5.8511262458443937e+20	0.09235371240365169	0.026665628342360668
-6738	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_district	5.500866173543792e+20	0.08682523521403264	0.025069370712853933
-6739	GBM_grid_1_AutoML_20190416_022142_model_42	floor	2.6454747623155617e+20	0.0417559637417722	0.012056353569725684
-6740	GBM_grid_1_AutoML_20190416_022142_model_42	total_household_count_of_area_type	2.416173987287993e+20	0.038136698502730264	0.011011349755315931
-6741	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_stairway	1.496638163308228e+20	0.02362281801809775	0.00682070345928951
-6742	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_corridor	1.4945248139987124e+20	0.02358946108028119	0.006811072187483479
-6743	GBM_grid_1_AutoML_20190416_022142_model_42	heat_type_central	4.365437195247419e+19	0.0068903714311825135	0.0019894823818416172
-6744	GBM_grid_1_AutoML_20190416_022142_model_42	front_door_structure_mixed	9.93258809797378e+17	0.00015677518243187798	4.52662772208056e-05
-6745	GBM_grid_1_AutoML_20190416_030706_model_48	supply_area	1.5352507246915355e+20	1.0	0.38048672932163563
-6746	GBM_grid_1_AutoML_20190416_030706_model_48	city	5.8400379789415285e+19	0.3803963668615051	0.1447357694729671
-6747	GBM_grid_1_AutoML_20190416_030706_model_48	exclusive_use_area	3.6508659077697503e+19	0.2378025848841913	0.09048072774681656
-6748	GBM_grid_1_AutoML_20190416_030706_model_48	apartment_building_count_in_sites	2.8734641278344495e+19	0.1871657887288599	0.07121409879434815
-6749	GBM_grid_1_AutoML_20190416_030706_model_48	total_parking_capacity_in_site	2.3013543629444612e+19	0.14990088106988858	0.0570352959607134
-6750	GBM_grid_1_AutoML_20190416_030706_model_48	floor	2.2023239894585836e+19	0.14345044454553685	0.05458099046486598
-6751	GBM_grid_1_AutoML_20190416_030706_model_48	heat_fuel_cogeneration	1.9637528360730493e+19	0.1279108880712373	0.04866839544685089
-6752	GBM_grid_1_AutoML_20190416_030706_model_48	total_household_count_of_area_type	1.8351925489465033e+19	0.11953699284624877	0.045482239441012956
-6753	GBM_grid_1_AutoML_20190416_030706_model_48	total_household_count_in_sites	1.4159884576452772e+19	0.09223174005860049	0.03509295311454018
-6754	GBM_grid_1_AutoML_20190416_030706_model_48	room_count	1.1500499100885844e+19	0.07490958262336296	0.028502102087212204
-6755	GBM_grid_1_AutoML_20190416_030706_model_48	heat_type_individual	6.262480681742369e+18	0.04079125696553984	0.015520531947736643
-6756	GBM_grid_1_AutoML_20190416_030706_model_48	bathroom_count	4.165917616247931e+18	0.027135096237032894	0.010324544017056469
-6757	GBM_grid_1_AutoML_20190416_030706_model_48	front_door_structure_corridor	2.469671066386039e+18	0.016086434786619287	0.006120674958406557
-6758	GBM_grid_1_AutoML_20190416_030706_model_48	front_door_structure_stairway	1.2611774953323233e+18	0.008214798241412462	0.003125621714912152
-6759	GBM_grid_1_AutoML_20190416_030706_model_48	heat_type_district	1.254994941449339e+18	0.008174527595168497	0.003110299268435117
-6760	GBM_grid_1_AutoML_20190416_030706_model_48	front_door_structure_mixed	1.170879415706452e+18	0.00762663320638853	0.002901832724434551
-6761	GBM_grid_1_AutoML_20190416_030706_model_48	heat_type_central	1.0560284855180984e+18	0.006878540869800123	0.002617193518055448
-6762	GBM_grid_1_AutoML_20190416_030706_model_48	heat_fuel_gas	0.0	0.0	0.0
-6763	DeepLearning_grid_1_AutoML_20190416_030706_model_4	city	1.0	1.0	0.10042920165711856
-6764	DeepLearning_grid_1_AutoML_20190416_030706_model_4	supply_area	0.6333137154579163	0.6333137154579163	0.06360319084194208
-6765	DeepLearning_grid_1_AutoML_20190416_030706_model_4	total_parking_capacity_in_site	0.5816704630851746	0.5816704630851746	0.05841670023517053
-6766	DeepLearning_grid_1_AutoML_20190416_030706_model_4	bathroom_count	0.5515604615211487	0.5515604615211487	0.05539277681620082
-6767	DeepLearning_grid_1_AutoML_20190416_030706_model_4	apartment_building_count_in_sites	0.5462040305137634	0.5462040305137634	0.05485483472639768
-6768	DeepLearning_grid_1_AutoML_20190416_030706_model_4	exclusive_use_area	0.5453557372093201	0.5453557372093201	0.054769641307061356
-6769	DeepLearning_grid_1_AutoML_20190416_030706_model_4	room_count	0.5294492244720459	0.5294492244720459	0.05317216293170813
-6770	DeepLearning_grid_1_AutoML_20190416_030706_model_4	total_household_count_in_sites	0.5235736966133118	0.5235736966133118	0.0525820883595413
-6771	DeepLearning_grid_1_AutoML_20190416_030706_model_4	front_door_structure_stairway	0.5230100154876709	0.5230100154876709	0.052525478314104
-6772	DeepLearning_grid_1_AutoML_20190416_030706_model_4	front_door_structure_corridor	0.5204505324363708	0.5204505324363708	0.05226843147460701
-6773	DeepLearning_grid_1_AutoML_20190416_030706_model_4	floor	0.5164749622344971	0.5164749622344971	0.051869168133100996
-6774	DeepLearning_grid_1_AutoML_20190416_030706_model_4	heat_fuel_gas	0.5100788474082947	0.5100788474082947	0.05122681142739823
-6775	DeepLearning_grid_1_AutoML_20190416_030706_model_4	heat_type_district	0.5095481872558594	0.5095481872558594	0.05117351765193791
-6776	DeepLearning_grid_1_AutoML_20190416_030706_model_4	heat_fuel_cogeneration	0.5042538642883301	0.5042538642883301	0.050641813022993996
-6777	DeepLearning_grid_1_AutoML_20190416_030706_model_4	heat_type_individual	0.5005266666412354	0.5005266666412354	0.05026749353887798
-6778	DeepLearning_grid_1_AutoML_20190416_030706_model_4	total_household_count_of_area_type	0.4938575029373169	0.4938575029373169	0.04959771475237282
-6779	DeepLearning_grid_1_AutoML_20190416_030706_model_4	heat_type_central	0.4845760464668274	0.4845760464668274	0.04866558548882626
-6780	DeepLearning_grid_1_AutoML_20190416_030706_model_4	front_door_structure_mixed	0.48335930705070496	0.48335930705070496	0.04854338932064033
-6781	GBM_grid_1_AutoML_20190416_022142_model_3	exclusive_use_area	1.4074094521988573e+20	1.0	0.31697497307922845
-6782	GBM_grid_1_AutoML_20190416_022142_model_3	city	7.374965887019149e+19	0.5240099727550442	0.16609804700727737
-6783	GBM_grid_1_AutoML_20190416_022142_model_3	apartment_building_count_in_sites	6.745009056173261e+19	0.47924994717317254	0.15191023910343804
-6784	GBM_grid_1_AutoML_20190416_022142_model_3	supply_area	3.7604353201101865e+19	0.26718843718401164	0.08469204768348322
-6785	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_of_area_type	3.114892692038248e+19	0.2213210013029055	0.07015321842985635
-6786	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_cogeneration	2.018866076317647e+19	0.1434455391189454	0.045468645900563126
-6787	GBM_grid_1_AutoML_20190416_022142_model_3	floor	1.437103259042762e+19	0.10210982005254496	0.0323662574622803
-6788	GBM_grid_1_AutoML_20190416_022142_model_3	total_parking_capacity_in_site	1.291491085885689e+19	0.09176370699144702	0.029086798553264126
-6789	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_district	1.1221904844639961e+19	0.07973447120955092	0.025273831865133916
-6790	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_stairway	1.1148293640671986e+19	0.07921144499388234	0.025108045644502638
-6791	GBM_grid_1_AutoML_20190416_022142_model_3	total_household_count_in_sites	1.0348761770302112e+19	0.07353056890540126	0.023307350099289918
-6792	GBM_grid_1_AutoML_20190416_022142_model_3	room_count	5.113326103972282e+18	0.03633147479565033	0.01151616824527993
-6793	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_individual	4.341809515000234e+18	0.030849654364739666	0.009778568361766857
-6794	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_corridor	1.4690519883133747e+18	0.010437985804473677	0.0033085802693744127
-6795	GBM_grid_1_AutoML_20190416_022142_model_3	heat_type_central	8.603365813728051e+17	0.006112908933705566	0.0019376391446970969
-6796	GBM_grid_1_AutoML_20190416_022142_model_3	heat_fuel_gas	5.147528955774894e+17	0.003657449470538005	0.0011593199474624226
-6797	GBM_grid_1_AutoML_20190416_022142_model_3	front_door_structure_mixed	5.061138952790999e+17	0.0035960671891777907	0.001139863300480727
-6798	GBM_grid_1_AutoML_20190416_022142_model_3	bathroom_count	3.198694417162568e+17	0.0022727532575293617	0.0007204059026210982
-6799	GBM_grid_1_AutoML_20190416_023844_model_65	exclusive_use_area	9.990967492484268e+19	1.0	0.28863393156091977
-6800	GBM_grid_1_AutoML_20190416_023844_model_65	city	8.07007493907588e+19	0.8077370830349129	0.233140329943916
-6801	GBM_grid_1_AutoML_20190416_023844_model_65	supply_area	2.780754846696656e+19	0.27832688363649327	0.08033458268309968
-6802	GBM_grid_1_AutoML_20190416_023844_model_65	apartment_building_count_in_sites	2.5512093643612094e+19	0.2553515829453317	0.07370313131581539
-6803	GBM_grid_1_AutoML_20190416_023844_model_65	total_household_count_of_area_type	2.252869638499074e+19	0.22549063843854975	0.06508424950270046
-6804	GBM_grid_1_AutoML_20190416_023844_model_65	floor	2.0079041652910457e+19	0.2009719445890998	0.05800732250019519
-6805	GBM_grid_1_AutoML_20190416_023844_model_65	total_household_count_in_sites	1.8084541853775954e+19	0.1810089149762533	0.05224531477717223
-6806	GBM_grid_1_AutoML_20190416_023844_model_65	total_parking_capacity_in_site	1.6839101943249895e+19	0.16854325625538422	0.04864730269107113
-6807	GBM_grid_1_AutoML_20190416_023844_model_65	heat_fuel_gas	1.3299390283880858e+19	0.13311413828425886	0.03842125707932958
-6808	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_district	5.242352693980168e+18	0.05247092133893681	0.015144888318681092
-6809	GBM_grid_1_AutoML_20190416_023844_model_65	room_count	4.796983414521594e+18	0.048013202106103714	0.013858239290713746
-6810	GBM_grid_1_AutoML_20190416_023844_model_65	bathroom_count	2.546347433894347e+18	0.02548649503473856	0.007356267263584451
-6811	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_stairway	2.276744433984602e+18	0.02278802764294138	0.00657739801110109
-6812	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_central	2.0758100583980728e+18	0.020776867304989295	0.005996908895758592
-6813	GBM_grid_1_AutoML_20190416_023844_model_65	heat_type_individual	1.5543683181927465e+18	0.015557735718407894	0.0044904904265898205
-6814	GBM_grid_1_AutoML_20190416_023844_model_65	heat_fuel_cogeneration	1.3616110105819873e+18	0.013628419986415358	0.003933624441642481
-6815	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_mixed	8.730912598523904e+17	0.008738805931549428	0.0025223159131709974
-6816	GBM_grid_1_AutoML_20190416_023844_model_65	front_door_structure_corridor	6.585251391046943e+17	0.006591204901828292	0.001902445384538306
-6817	GBM_grid_1_AutoML_20190416_030706_model_60	supply_area	4.5418577062050084e+21	1.0	0.24047690787529313
-6818	GBM_grid_1_AutoML_20190416_030706_model_60	city	4.474120753059589e+21	0.9850860688451604	0.2368904518269123
-6819	GBM_grid_1_AutoML_20190416_030706_model_60	exclusive_use_area	3.488336837823716e+21	0.76804185940436	0.18469633146835113
-6820	GBM_grid_1_AutoML_20190416_030706_model_60	apartment_building_count_in_sites	1.1025675312294034e+21	0.24275695157140095	0.05837744107912279
-6821	GBM_grid_1_AutoML_20190416_030706_model_60	room_count	8.721338897893184e+20	0.192021403179986	0.046176713282598016
-6822	GBM_grid_1_AutoML_20190416_030706_model_60	heat_fuel_cogeneration	6.907797734008753e+20	0.15209190117452243	0.03657459010732382
-6823	GBM_grid_1_AutoML_20190416_030706_model_60	total_parking_capacity_in_site	6.397145127572839e+20	0.14084864699378777	0.03387084710748479
-6824	GBM_grid_1_AutoML_20190416_030706_model_60	bathroom_count	5.456787544034624e+20	0.12014439678679617	0.028891953037831045
-6825	GBM_grid_1_AutoML_20190416_030706_model_60	total_household_count_in_sites	5.410748089468946e+20	0.1191307266644852	0.028648188781212135
-6826	GBM_grid_1_AutoML_20190416_030706_model_60	heat_type_individual	4.899144449455471e+20	0.10786653317567266	0.025939410361313486
-6827	GBM_grid_1_AutoML_20190416_030706_model_60	heat_fuel_gas	4.7814748909727436e+20	0.10527575279252747	0.025316387505790766
-6828	GBM_grid_1_AutoML_20190416_030706_model_60	heat_type_district	4.425175069359373e+20	0.09743094908750168	0.023429893367917516
-6829	GBM_grid_1_AutoML_20190416_030706_model_60	total_household_count_of_area_type	2.1576844330973895e+20	0.04750664976028637	0.011424252237868202
-6830	GBM_grid_1_AutoML_20190416_030706_model_60	front_door_structure_corridor	1.4616987624100646e+20	0.032182839202846814	0.007739229658148367
-6831	GBM_grid_1_AutoML_20190416_030706_model_60	floor	1.1708942096354037e+20	0.025780072502838387	0.006199512120283445
-6832	GBM_grid_1_AutoML_20190416_030706_model_60	front_door_structure_stairway	9.63903756988433e+19	0.02122267625583171	0.005103563562840813
-6833	GBM_grid_1_AutoML_20190416_030706_model_60	heat_type_central	4.614566738892161e+18	0.0010160086549140055	0.0002443266197082558
-6834	GBM_grid_1_AutoML_20190416_030706_model_60	front_door_structure_mixed	0.0	0.0	0.0
-6835	XGBoost_grid_1_AutoML_20190416_022142_model_10	supply_area	7.505464107370115e+20	1.0	0.23939299000041214
-6836	XGBoost_grid_1_AutoML_20190416_022142_model_10	exclusive_use_area	6.73700012551561e+20	0.8976127297577908	0.21488219523914948
-6837	XGBoost_grid_1_AutoML_20190416_022142_model_10	city	6.444489922343013e+20	0.8586397629980989	0.20555234019736013
-6838	XGBoost_grid_1_AutoML_20190416_022142_model_10	apartment_building_count_in_sites	1.9530670783868803e+20	0.26021936158072273	0.062294691024807586
-6839	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_parking_capacity_in_site	1.5294922744336168e+20	0.20378383702237765	0.04878442205854367
-6840	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_gas	1.1759538982636382e+20	0.15667970447142512	0.0375080229257954
-6841	XGBoost_grid_1_AutoML_20190416_022142_model_10	floor	1.0501493611102523e+20	0.13991797790079905	0.033495383084483875
-6842	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_in_sites	1.0112559404767458e+20	0.13473596382717043	0.0322548452411737
-6843	XGBoost_grid_1_AutoML_20190416_022142_model_10	bathroom_count	7.46621875505479e+19	0.09947710958637739	0.02381412270048154
-6844	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_fuel_cogeneration	6.6917654255005336e+19	0.08915858273080599	0.021343939704126756
-6845	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_district	5.727894829782794e+19	0.07631633098022803	0.01826959465921787
-6846	XGBoost_grid_1_AutoML_20190416_022142_model_10	room_count	5.48265755730038e+19	0.07304888117333867	0.01748739008027036
-6847	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_individual	4.747480542308886e+19	0.06325365726080841	0.015142482140126205
-6848	XGBoost_grid_1_AutoML_20190416_022142_model_10	total_household_count_of_area_type	2.907656960337353e+19	0.03874053514535005	0.0092742125426614
-6849	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_stairway	2.453187902744979e+19	0.03268535919499009	0.007824645866926142
-6850	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_mixed	1.6412731125207663e+19	0.02186770983168237	0.005234976441067852
-6851	XGBoost_grid_1_AutoML_20190416_022142_model_10	heat_type_central	1.5556118108681798e+19	0.020726390648389364	0.004961752629234511
-6852	XGBoost_grid_1_AutoML_20190416_022142_model_10	front_door_structure_corridor	7.781561548631179e+18	0.010367861916746688	0.002481993464161394
-6853	GBM_grid_1_AutoML_20190416_022142_model_5	supply_area	6.757654759306638e+19	1.0	0.17261283780291298
-6854	GBM_grid_1_AutoML_20190416_022142_model_5	apartment_building_count_in_sites	6.086835238521432e+19	0.9007319040882705	0.1554778900642976
-6855	GBM_grid_1_AutoML_20190416_022142_model_5	exclusive_use_area	5.423910651028308e+19	0.802632103032269	0.13854460501611995
-6856	GBM_grid_1_AutoML_20190416_022142_model_5	room_count	3.804024359081738e+19	0.5629207905069193	0.0971673551076584
-6857	GBM_grid_1_AutoML_20190416_022142_model_5	city	3.0460735995487715e+19	0.4507589848909817	0.07780678754719272
-6858	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_in_sites	2.7998058647688053e+19	0.41431620354871107	0.07151629564227234
-6859	GBM_grid_1_AutoML_20190416_022142_model_5	total_parking_capacity_in_site	2.599378968774076e+19	0.3846569647841528	0.06639673027204777
-6860	GBM_grid_1_AutoML_20190416_022142_model_5	floor	2.543594146827233e+19	0.37640190826916636	0.06497180154077255
-6861	GBM_grid_1_AutoML_20190416_022142_model_5	total_household_count_of_area_type	2.108500903041853e+19	0.3120166652695637	0.05385808203398098
-6862	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_gas	1.2558506363736556e+19	0.18584119507497757	0.032078576062576615
-6863	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_district	1.1211537549501661e+19	0.16590870573938596	0.028637972513883846
-6864	GBM_grid_1_AutoML_20190416_022142_model_5	bathroom_count	5.072979524791042e+18	0.0750701198193728	0.012958066416226639
-6865	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_individual	3.92498218300919e+18	0.058082016954235594	0.010025701771787509
-6866	GBM_grid_1_AutoML_20190416_022142_model_5	heat_fuel_cogeneration	2.9533882877644636e+18	0.043704338161061854	0.007543929834279029
-6867	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_corridor	1.2239026767611822e+18	0.018111352538032876	0.003126251958038845
-6868	GBM_grid_1_AutoML_20190416_022142_model_5	heat_type_central	1.1878880359544259e+18	0.017578406684929666	0.0030342586619394054
-6869	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_stairway	1.0760923737017549e+18	0.01592405075473501	0.002748695590092428
-6870	GBM_grid_1_AutoML_20190416_022142_model_5	front_door_structure_mixed	5.849525554826445e+17	0.008656147381264901	0.0014941621639203882
-6871	GBM_grid_1_AutoML_20190416_020809_model_3	supply_area	4.166770063214899e+21	1.0	0.1931465378744332
-6872	GBM_grid_1_AutoML_20190416_020809_model_3	city	4.0054573170119756e+21	0.9612859016082923	0.1856690438031447
-6873	GBM_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	3.541830312722646e+21	0.8500181817064134	0.1641780689269146
-6874	GBM_grid_1_AutoML_20190416_020809_model_3	room_count	1.5117816929771219e+21	0.36281860290862716	0.07007715702824009
-6875	GBM_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	1.3418605975614563e+21	0.32203855197282827	0.062200631375647505
-6876	GBM_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	1.1507237479886902e+21	0.2761668463896089	0.05334067025585338
-6877	GBM_grid_1_AutoML_20190416_020809_model_3	bathroom_count	9.322823479313627e+20	0.22374221130216482	0.04321503348938301
-6878	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	8.080280342122107e+20	0.19392191600531258	0.03745534669440276
-6879	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	7.546584083030333e+20	0.18111352362956443	0.03498145005128972
-6880	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	7.501489680698961e+20	0.180031284829553	0.03477241937391413
-6881	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_district	6.813875163779941e+20	0.16352894593186768	0.03158504974899562
-6882	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	6.653582905105082e+20	0.15968202718561977	0.030842030711673584
-6883	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	4.054497154091901e+20	0.09730551704510489	0.018794223733343655
-6884	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	3.031111489298461e+20	0.07274487056671869	0.014050419898085472
-6885	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	2.6222066333657753e+20	0.06293139754735097	0.012154981559870435
-6886	GBM_grid_1_AutoML_20190416_020809_model_3	floor	2.5410542309866052e+20	0.06098378822051049	0.011778807561259243
-6887	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_central	3.7928273724691186e+19	0.009102559812342363	0.0017581279135488776
-6888	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.0	0.0	0.0
-6889	DeepLearning_grid_1_AutoML_20190416_023844_model_6	city	1.0	1.0	0.06058052795815492
-6890	DeepLearning_grid_1_AutoML_20190416_023844_model_6	room_count	0.95485919713974	0.95485919713974	0.05784587428842538
-6891	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_district	0.9455762505531311	0.9455762505531311	0.05728350848320126
-6892	DeepLearning_grid_1_AutoML_20190416_023844_model_6	bathroom_count	0.9421885013580322	0.9421885013580322	0.057078276848372356
-6893	DeepLearning_grid_1_AutoML_20190416_023844_model_6	apartment_building_count_in_sites	0.9285626411437988	0.9285626411437988	0.056252815042710076
-6894	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_individual	0.9248448610305786	0.9248448610305786	0.056027589960618865
-6895	DeepLearning_grid_1_AutoML_20190416_023844_model_6	supply_area	0.9248079657554626	0.9248079657554626	0.05602535482537318
-6896	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_household_count_of_area_type	0.9199016094207764	0.9199016094207764	0.05572812516826705
-6897	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_type_central	0.9199011325836182	0.9199011325836182	0.05572809628122025
-6898	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_fuel_gas	0.9176421761512756	0.9176421761512756	0.05559124750791447
-6899	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_corridor	0.9161568284034729	0.9161568284034729	0.05550126435715113
-6900	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_stairway	0.9156047105789185	0.9156047105789185	0.05546781676784451
-6901	DeepLearning_grid_1_AutoML_20190416_023844_model_6	front_door_structure_mixed	0.9052128195762634	0.9052128195762634	0.05483827052442007
-6902	DeepLearning_grid_1_AutoML_20190416_023844_model_6	heat_fuel_cogeneration	0.8975331783294678	0.8975331783294678	0.05437303380315996
-6903	DeepLearning_grid_1_AutoML_20190416_023844_model_6	floor	0.8932026028633118	0.8932026028633118	0.0541106852550576
-6904	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_household_count_in_sites	0.8821535110473633	0.8821535110473633	0.053441325439389314
-6905	DeepLearning_grid_1_AutoML_20190416_023844_model_6	exclusive_use_area	0.8639866709709167	0.8639866709709167	0.05234076867622681
-6906	DeepLearning_grid_1_AutoML_20190416_023844_model_6	total_parking_capacity_in_site	0.8548195362091064	0.8548195362091064	0.051785418812492795
-6907	DeepLearning_grid_1_AutoML_20190416_015849_model_5	city	1.0	1.0	0.12292167047630163
-6908	DeepLearning_grid_1_AutoML_20190416_015849_model_5	supply_area	0.5566843152046204	0.5566843152046204	0.06842856595290799
-6909	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	0.5210067629814148	0.5210067629814148	0.06404302163512605
-6910	DeepLearning_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	0.5073556303977966	0.5073556303977966	0.06236500161405425
-6911	DeepLearning_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	0.470718115568161	0.470718115568161	0.05786145708909516
-6912	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	0.45125481486320496	0.45125481486320496	0.055468995653459384
-6913	DeepLearning_grid_1_AutoML_20190416_015849_model_5	floor	0.43693533539772034	0.43693533539772034	0.053708821317210914
-6914	DeepLearning_grid_1_AutoML_20190416_015849_model_5	bathroom_count	0.43297556042671204	0.43297556042671204	0.053222079163064324
-6915	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_central	0.39531174302101135	0.39531174302101135	0.04859237981104119
-6916	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_district	0.39332646131515503	0.39332646131515503	0.04834834566739129
-6917	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	0.39085933566093445	0.39085933566093445	0.04804508246069956
-6918	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	0.387646347284317	0.387646347284317	0.047650136562224804
-6919	DeepLearning_grid_1_AutoML_20190416_015849_model_5	room_count	0.38671767711639404	0.38671767711639404	0.0475359828738622
-6920	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.3857880234718323	0.3857880234718323	0.04742170829490829
-6921	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	0.36729907989501953	0.36729907989501953	0.04514901646510438
-6922	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	0.36065393686294556	0.36065393686294556	0.04433218438304789
-6923	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	0.3498469293117523	0.3498469293117523	0.04300376896200521
-6924	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	0.34088197350502014	0.34088197350502014	0.04190178161849547
-6925	GBM_grid_1_AutoML_20190416_023844_model_27	supply_area	3.6600731653641884e+22	1.0	0.33794439376365887
-6926	GBM_grid_1_AutoML_20190416_023844_model_27	city	1.930438031334841e+22	0.5274315414245979	0.17824253251856786
-6927	GBM_grid_1_AutoML_20190416_023844_model_27	exclusive_use_area	1.6913127663101542e+22	0.46209807561097305	0.1561634540217037
-6928	GBM_grid_1_AutoML_20190416_023844_model_27	apartment_building_count_in_sites	7.069032370905639e+21	0.19313909999944628	0.06527027606137156
-6929	GBM_grid_1_AutoML_20190416_023844_model_27	total_parking_capacity_in_site	5.433172426807298e+21	0.1484443665832205	0.050165941472596794
-6930	GBM_grid_1_AutoML_20190416_023844_model_27	floor	4.90053676542777e+21	0.13389177057448665	0.045247973236737786
-6931	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_district	4.199029065870777e+21	0.11472527668590912	0.03877076407898759
-6932	GBM_grid_1_AutoML_20190416_023844_model_27	total_household_count_in_sites	2.932320738978694e+21	0.08011645140670076	0.027074905601133122
-6933	GBM_grid_1_AutoML_20190416_023844_model_27	heat_fuel_cogeneration	2.9037676358661885e+21	0.07933632757249143	0.02681126712492067
-6934	GBM_grid_1_AutoML_20190416_023844_model_27	total_household_count_of_area_type	2.883977411728639e+21	0.07879562187499808	0.026628538665776726
-6935	GBM_grid_1_AutoML_20190416_023844_model_27	bathroom_count	1.3875548230681992e+21	0.03791057611085032	0.01281166666101236
-6936	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_individual	1.1461511166232814e+21	0.031314978276103286	0.010582721349239871
-6937	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_mixed	8.314320452070041e+20	0.022716268436242425	0.007676835565258486
-6938	GBM_grid_1_AutoML_20190416_023844_model_27	room_count	7.775036914690561e+20	0.02124284560283352	0.00717890057906458
-6939	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_stairway	4.4264874464382865e+20	0.012093986230457876	0.004087094844838125
-6940	GBM_grid_1_AutoML_20190416_023844_model_27	front_door_structure_corridor	3.514414579622284e+20	0.009602033677577013	0.003244953450067
-6941	GBM_grid_1_AutoML_20190416_023844_model_27	heat_type_central	2.2719808658279603e+20	0.006207473903330813	0.0020977810050648647
-6942	GBM_grid_1_AutoML_20190416_023844_model_27	heat_fuel_gas	0.0	0.0	0.0
-6943	GBM_grid_1_AutoML_20190416_022142_model_31	supply_area	3.596274047142951e+22	1.0	0.30453304088325084
-6944	GBM_grid_1_AutoML_20190416_022142_model_31	city	2.3533875104798443e+22	0.6543960442473747	0.19928521729662343
-6945	GBM_grid_1_AutoML_20190416_022142_model_31	exclusive_use_area	1.9625309074594646e+22	0.5457122793571839	0.16618741987997332
-6946	GBM_grid_1_AutoML_20190416_022142_model_31	apartment_building_count_in_sites	6.57041070866178e+21	0.18270050120016917	0.055638339201381545
-6947	GBM_grid_1_AutoML_20190416_022142_model_31	total_parking_capacity_in_site	5.895800757879258e+21	0.16394192101581243	0.04992573173518709
-6948	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_in_sites	4.007370220953701e+21	0.11143116927191198	0.03393447282755162
-6949	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_district	3.309272872214535e+21	0.09201948541278651	0.02802297371326782
-6950	GBM_grid_1_AutoML_20190416_022142_model_31	floor	3.2985906153733887e+21	0.09172244862690439	0.02793251619760895
-6951	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_cogeneration	3.2522080428111e+21	0.09043270896985191	0.02753974785789904
-6952	GBM_grid_1_AutoML_20190416_022142_model_31	total_household_count_of_area_type	3.246614290598929e+21	0.09027716597899962	0.027492379877906717
-6953	GBM_grid_1_AutoML_20190416_022142_model_31	heat_fuel_gas	3.2163810633504375e+21	0.08943648401616339	0.027236364443348496
-6954	GBM_grid_1_AutoML_20190416_022142_model_31	bathroom_count	2.148673856142928e+21	0.05974722248572617	0.018195003347906333
-6955	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_individual	1.5928674561555557e+21	0.04429216003215896	0.013488426181880954
-6956	GBM_grid_1_AutoML_20190416_022142_model_31	room_count	9.958776079007173e+20	0.02769192766863496	0.008433106940848437
-6957	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_stairway	7.250369669164224e+20	0.02016078189292681	0.006139624216436984
-6958	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_corridor	3.9994733701133396e+20	0.011121158503731686	0.0033867602172860346
-6959	GBM_grid_1_AutoML_20190416_022142_model_31	heat_type_central	2.8551934991352306e+20	0.007939310135175962	0.002417782257980349
-6960	GBM_grid_1_AutoML_20190416_022142_model_31	front_door_structure_mixed	2.4928263964379316e+19	0.0006931691978308355	0.000211092923662028
-6961	GBM_grid_1_AutoML_20190416_020809_model_10	supply_area	4.46438087444047e+21	1.0	0.28898098981018877
-6962	GBM_grid_1_AutoML_20190416_020809_model_10	city	4.3319671640964297e+21	0.9703399611126065	0.2804098024147011
-6963	GBM_grid_1_AutoML_20190416_020809_model_10	exclusive_use_area	2.812839959389578e+21	0.6300627205652827	0.18207614863145574
-6964	GBM_grid_1_AutoML_20190416_020809_model_10	room_count	6.804704005351266e+20	0.1524221207090471	0.044047095311468505
-6965	GBM_grid_1_AutoML_20190416_020809_model_10	apartment_building_count_in_sites	5.918318193066157e+20	0.1325675017324303	0.03830948786730162
-6966	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_gas	4.38730085202435e+20	0.09827344430092379	0.02839915720613741
-6967	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_cogeneration	4.2738062711336835e+20	0.09573121987871001	0.02766450267628644
-6968	GBM_grid_1_AutoML_20190416_020809_model_10	total_parking_capacity_in_site	3.983471517687339e+20	0.08922786002631541	0.025785155309049602
-6969	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_individual	3.853681998551172e+20	0.08632063676767188	0.02494502305416759
-6970	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_district	3.024497531033202e+20	0.06774730060217518	0.019577681984984982
-6971	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_in_sites	1.91960234248389e+20	0.04299817592791022	0.012425655439680126
-6972	GBM_grid_1_AutoML_20190416_020809_model_10	bathroom_count	1.6582538821392086e+20	0.03714409520104041	0.01073393739680054
-6973	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_stairway	7.571551968995731e+19	0.0169599148951302	0.0049010929934912885
-6974	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_corridor	7.3433333772926845e+19	0.016448716146363833	0.004753366273083054
-6975	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_of_area_type	6.5887719723035e+19	0.01475853462688549	0.004264935944625314
-6976	GBM_grid_1_AutoML_20190416_020809_model_10	floor	4.1677247735593435e+19	0.009335504498329105	0.0026977833303046144
-6977	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_central	4.3541168984057446e+17	9.753013958405721e-05	2.8184356273326724e-05
-6978	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_mixed	0.0	0.0	0.0
-6979	GBM_grid_1_AutoML_20190416_022142_model_39	supply_area	1.586146502214775e+20	1.0	0.3581172884811309
-6980	GBM_grid_1_AutoML_20190416_022142_model_39	city	4.941535548518328e+19	0.3115434508488555	0.11156909586204661
-6981	GBM_grid_1_AutoML_20190416_022142_model_39	exclusive_use_area	4.5379136260547805e+19	0.28609675207922985	0.10245619309787214
-6982	GBM_grid_1_AutoML_20190416_022142_model_39	apartment_building_count_in_sites	3.124926835153332e+19	0.19701375823670264	0.07055403289320501
-6983	GBM_grid_1_AutoML_20190416_022142_model_39	floor	3.0054316915443106e+19	0.18948008190591178	0.06785609315332772
-6984	GBM_grid_1_AutoML_20190416_022142_model_39	total_parking_capacity_in_site	2.87729042829911e+19	0.18140130336519858	0.06496294288808796
-6985	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_of_area_type	2.718357561820368e+19	0.17138124114163852	0.061374585374174416
-6986	GBM_grid_1_AutoML_20190416_022142_model_39	total_household_count_in_sites	2.361493910644274e+19	0.14888245867244057	0.05331738240217845
-6987	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_district	2.1176418029105316e+19	0.13350858826430073	0.04781173361815511
-6988	GBM_grid_1_AutoML_20190416_022142_model_39	room_count	6.886774038144745e+18	0.0434182720734092	0.015548833865465314
-6989	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_individual	4.912524494414807e+18	0.030971442345050282	0.011091408952959085
-6990	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_stairway	4.907410116078207e+18	0.03093919829742001	0.011079861802052076
-6991	GBM_grid_1_AutoML_20190416_022142_model_39	bathroom_count	3.642533588752138e+18	0.022964673084522647	0.008224046455884858
-6992	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_cogeneration	1.985161509440848e+18	0.012515625175032184	0.004482061751328705
-6993	GBM_grid_1_AutoML_20190416_022142_model_39	heat_fuel_gas	1.7262129146432061e+18	0.0108830610049756	0.003897412297476593
-6994	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_mixed	1.5267430885448745e+18	0.009625485958661738	0.0034470529318291403
-6995	GBM_grid_1_AutoML_20190416_022142_model_39	front_door_structure_corridor	9.800212395547689e+17	0.006178630020533043	0.0022126742294814074
-6996	GBM_grid_1_AutoML_20190416_022142_model_39	heat_type_central	8.846292599963648e+17	0.005577222903187917	0.001997299943344518
-6997	GBM_grid_1_AutoML_20190416_023844_model_52	supply_area	8.042342616995463e+19	1.0	0.22874682659665851
-6998	GBM_grid_1_AutoML_20190416_023844_model_52	exclusive_use_area	4.772204160771057e+19	0.5933848367372719	0.13573489835422725
-6999	GBM_grid_1_AutoML_20190416_023844_model_52	apartment_building_count_in_sites	4.1104982719661605e+19	0.5111070825656767	0.11691412318797487
-7000	GBM_grid_1_AutoML_20190416_023844_model_52	total_household_count_in_sites	2.7645990626427666e+19	0.3437554446885269	0.0786329670978237
-7001	GBM_grid_1_AutoML_20190416_023844_model_52	heat_fuel_cogeneration	2.6842344383546655e+19	0.3337627562250597	0.07634717132263653
-7002	GBM_grid_1_AutoML_20190416_023844_model_52	total_household_count_of_area_type	2.0143244335879553e+19	0.25046488685164797	0.057293048041205615
-7003	GBM_grid_1_AutoML_20190416_023844_model_52	floor	1.9475770409075343e+19	0.242165390565657	0.05539456460343442
-7004	GBM_grid_1_AutoML_20190416_023844_model_52	total_parking_capacity_in_site	1.9366632884902298e+19	0.24080835407305085	0.055084146812174904
-7005	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_corridor	1.7780644536440062e+19	0.22108787679432051	0.050573150215693835
-7006	GBM_grid_1_AutoML_20190416_023844_model_52	city	1.6869847586897396e+19	0.20976285630069064	0.04798258771663388
-7007	GBM_grid_1_AutoML_20190416_023844_model_52	bathroom_count	1.2974072281012634e+19	0.16132205377069117	0.03690190786010111
-7008	GBM_grid_1_AutoML_20190416_023844_model_52	room_count	7.376858256481714e+18	0.09172524235528817	0.02098185810758158
-7009	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_district	4.2287283174962627e+18	0.0525808028690535	0.012027691796200465
-7010	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_stairway	2.9227685381983437e+18	0.036342253462589486	0.00831317515093877
-7011	GBM_grid_1_AutoML_20190416_023844_model_52	front_door_structure_mixed	2.0930894333843866e+18	0.02602586749986465	0.00595333460001915
-7012	GBM_grid_1_AutoML_20190416_023844_model_52	heat_fuel_gas	2.032410272865452e+18	0.02527137141074375	0.0057807460139531535
-7013	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_individual	1.4556676332684575e+18	0.018100045006690848	0.004140327856537227
-7014	GBM_grid_1_AutoML_20190416_023844_model_52	heat_type_central	1.1241767659634688e+18	0.013978225244816164	0.0031974746662049975
-7015	GBM_grid_1_AutoML_20190416_020809_model_13	exclusive_use_area	4.8956573263377465e+20	1.0	0.219737746189344
-7016	GBM_grid_1_AutoML_20190416_020809_model_13	city	4.525570860365088e+20	0.924405153117711	0.20312670491190124
-7017	GBM_grid_1_AutoML_20190416_020809_model_13	supply_area	3.751294772085229e+20	0.7662494578417376	0.16837392888495017
-7018	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_cogeneration	1.904124033514571e+20	0.3889414447516026	0.0854651164693444
-7019	GBM_grid_1_AutoML_20190416_020809_model_13	apartment_building_count_in_sites	1.4466692301067387e+20	0.2955005086495579	0.0649326157684586
-7020	GBM_grid_1_AutoML_20190416_020809_model_13	room_count	1.3022546230244069e+20	0.2660019965079079	0.058450679194513425
-7021	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_in_sites	1.0731561581363488e+20	0.21920573410294952	0.04816777396356275
-7022	GBM_grid_1_AutoML_20190416_020809_model_13	total_parking_capacity_in_site	7.956420621135931e+19	0.16251996597743543	0.03571177103465053
-7023	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_gas	6.449809975324705e+19	0.13174553579610035	0.02894946710634263
-7024	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_corridor	5.364028169147069e+19	0.10956706753737792	0.02407602047723906
-7025	GBM_grid_1_AutoML_20190416_020809_model_13	bathroom_count	4.259775447232099e+19	0.0870113074359858	0.019119668588971628
-7026	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_individual	3.9607658988863226e+19	0.0809036587911928	0.017777587641248413
-7027	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_of_area_type	2.3513841211291992e+19	0.0480299981062641	0.010554003533348932
-7028	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_district	2.261638463632913e+19	0.04619682941176682	0.01015118717603524
-7029	GBM_grid_1_AutoML_20190416_020809_model_13	floor	6.950336805346476e+18	0.01419694300897027	0.003119604259569691
-7030	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_stairway	4.573295195554054e+18	0.009341534528878394	0.0020526877433256737
-7031	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_central	5.200871762396447e+17	0.0010623439133324757	0.000233437057193646
-7032	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_mixed	0.0	0.0	0.0
-7033	GBM_grid_1_AutoML_20190416_023844_model_39	supply_area	2.999410637447651e+22	1.0	0.23029910882787405
-7034	GBM_grid_1_AutoML_20190416_023844_model_39	exclusive_use_area	2.039041435628955e+22	0.6798140308537672	0.15656056547430747
-7035	GBM_grid_1_AutoML_20190416_023844_model_39	city	1.6978590861385093e+22	0.566064234400163	0.13036408872169034
-7036	GBM_grid_1_AutoML_20190416_023844_model_39	apartment_building_count_in_sites	1.0285710390356506e+22	0.34292438194155145	0.0789751795564888
-7037	GBM_grid_1_AutoML_20190416_023844_model_39	total_parking_capacity_in_site	8.540813795679898e+21	0.2847497334658953	0.06557760985617035
-7038	GBM_grid_1_AutoML_20190416_023844_model_39	total_household_count_in_sites	7.780950703951252e+21	0.2594159868210794	0.0597432705805981
-7039	GBM_grid_1_AutoML_20190416_023844_model_39	floor	6.549530894889384e+21	0.21836059434871874	0.05028825028163483
-7040	GBM_grid_1_AutoML_20190416_023844_model_39	total_household_count_of_area_type	5.034966399555012e+21	0.16786519113766687	0.038659203922225424
-7041	GBM_grid_1_AutoML_20190416_023844_model_39	heat_fuel_gas	4.144306952698505e+21	0.13817070930391526	0.031820591218806926
-7042	GBM_grid_1_AutoML_20190416_023844_model_39	room_count	4.1272543541844435e+21	0.13760217766302688	0.03168965888856988
-7043	GBM_grid_1_AutoML_20190416_023844_model_39	bathroom_count	3.9739160755467096e+21	0.13248989737958367	0.030512305295214606
-7044	GBM_grid_1_AutoML_20190416_023844_model_39	heat_fuel_cogeneration	3.9618250364471267e+21	0.13208678354953232	0.030419468539397587
-7045	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_district	2.894377630643121e+21	0.09649821183224488	0.022223452188449407
-7046	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_individual	2.1803039029633462e+21	0.07269107723171496	0.01674069030620212
-7047	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_stairway	1.1646118640770823e+21	0.03882802339689336	0.008942059185852384
-7048	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_corridor	8.763899321746719e+20	0.029218737882467337	0.006729049295407471
-7049	GBM_grid_1_AutoML_20190416_023844_model_39	front_door_structure_mixed	6.890660833739166e+20	0.02297338266294466	0.005290749554037888
-7050	GBM_grid_1_AutoML_20190416_023844_model_39	heat_type_central	6.72649196094756e+20	0.022426045560308704	0.005164698307072396
-7051	GBM_grid_1_AutoML_20190416_015849_model_10	supply_area	2.780485818191572e+21	1.0	0.19815624551150918
-7052	GBM_grid_1_AutoML_20190416_015849_model_10	city	2.7194651394654454e+21	0.9780539507423871	0.19380749878680995
-7053	GBM_grid_1_AutoML_20190416_015849_model_10	exclusive_use_area	2.1080283065559558e+21	0.7581510730117723	0.15023237015853488
-7054	GBM_grid_1_AutoML_20190416_015849_model_10	room_count	9.633253786878508e+20	0.3464593749715284	0.0686530889666222
-7055	GBM_grid_1_AutoML_20190416_015849_model_10	total_parking_capacity_in_site	7.816191371035426e+20	0.2811088378835565	0.05570347189510906
-7056	GBM_grid_1_AutoML_20190416_015849_model_10	bathroom_count	7.333752408890105e+20	0.2637579505318239	0.05226528520119659
-7057	GBM_grid_1_AutoML_20190416_015849_model_10	apartment_building_count_in_sites	7.076966306074182e+20	0.25452265427043397	0.05043525356785309
-7058	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_cogeneration	6.104074085509146e+20	0.21953264589852273	0.04350176487845887
-7059	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_gas	5.972630900884803e+20	0.21480529991587596	0.04256501174730368
-7060	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_in_sites	4.695897350115961e+20	0.16888765694802835	0.033466144014057043
-7061	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_individual	4.458504521351682e+20	0.16034983858509638	0.031774321982399226
-7062	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_district	4.290968855994895e+20	0.15432442877143468	0.03058034939605582
-7063	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_corridor	2.1844847211611737e+20	0.07856485751047501	0.015568117193422422
-7064	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_of_area_type	1.9657019623258404e+20	0.07069634915830403	0.01400892312058027
-7065	GBM_grid_1_AutoML_20190416_015849_model_10	floor	1.4193584168039455e+20	0.05104713742892227	0.010115309097025271
-7066	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_stairway	1.1938677574298763e+20	0.04293737984991299	0.008508309983160286
-7067	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_central	9.240414467085304e+18	0.0033233093319984166	0.0006585344999021678
-7068	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_mixed	0.0	0.0	0.0
-7069	DeepLearning_grid_1_AutoML_20190416_022142_model_9	city	1.0	1.0	0.14313807997536115
-7070	DeepLearning_grid_1_AutoML_20190416_022142_model_9	supply_area	0.5418451428413391	0.5418451428413391	0.07755867339028458
-7071	DeepLearning_grid_1_AutoML_20190416_022142_model_9	exclusive_use_area	0.46861523389816284	0.46861523389816284	0.06707668482738781
-7072	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_parking_capacity_in_site	0.40148860216140747	0.40148860216140747	0.0574683076453755
-7073	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_gas	0.3762429356575012	0.3762429356575012	0.05385469141430807
-7074	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_fuel_cogeneration	0.37205055356025696	0.37205055356025696	0.053254601890385445
-7075	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_stairway	0.3478339910507202	0.3478339910507202	0.049788289629167044
-7076	DeepLearning_grid_1_AutoML_20190416_022142_model_9	apartment_building_count_in_sites	0.3417264521121979	0.3417264521121979	0.0489140682321322
-7077	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_individual	0.3324684798717499	0.3324684798717499	0.047588899861169286
-7078	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_mixed	0.3296869397163391	0.3296869397163391	0.04719075554394942
-7079	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_district	0.3286779224872589	0.3286779224872589	0.047046326755116816
-7080	DeepLearning_grid_1_AutoML_20190416_022142_model_9	floor	0.3285304605960846	0.3285304605960846	0.04702521934314459
-7081	DeepLearning_grid_1_AutoML_20190416_022142_model_9	room_count	0.3236302137374878	0.3236302137374878	0.04632380741639975
-7082	DeepLearning_grid_1_AutoML_20190416_022142_model_9	front_door_structure_corridor	0.32168859243392944	0.32168859243392944	0.04604588747096915
-7083	DeepLearning_grid_1_AutoML_20190416_022142_model_9	bathroom_count	0.3161783516407013	0.3161783516407013	0.045257162183624564
-7084	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_of_area_type	0.3031919598579407	0.3031919598579407	0.0433983149980324
-7085	DeepLearning_grid_1_AutoML_20190416_022142_model_9	heat_type_central	0.27992966771125793	0.27992966771125793	0.04006859516433031
-7086	DeepLearning_grid_1_AutoML_20190416_022142_model_9	total_household_count_in_sites	0.27247560024261475	0.27247560024261475	0.039001634258861925
-7087	GBM_grid_1_AutoML_20190416_015849_model_12	supply_area	3.3029771214104476e+21	1.0	0.3337044246384953
-7088	GBM_grid_1_AutoML_20190416_015849_model_12	city	1.9971874013769735e+21	0.6046628020614713	0.20177865246222362
-7089	GBM_grid_1_AutoML_20190416_015849_model_12	exclusive_use_area	1.6638645932187263e+21	0.5037469325576853	0.16810258029256928
-7090	GBM_grid_1_AutoML_20190416_015849_model_12	apartment_building_count_in_sites	5.121714805946167e+20	0.155063587111953	0.05174540511957547
-7091	GBM_grid_1_AutoML_20190416_015849_model_12	total_parking_capacity_in_site	4.6628289661645514e+20	0.1411704893727334	0.04710921693206281
-7092	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_district	4.481366974491284e+20	0.1356765974987328	0.04527588090522334
-7093	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_cogeneration	3.0826822790002246e+20	0.09333041573366539	0.03114477268367438
-7094	GBM_grid_1_AutoML_20190416_015849_model_12	floor	2.8676723403839767e+20	0.0868208357180329	0.02897249702991949
-7095	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_in_sites	2.7898446852453407e+20	0.08446454767007325	0.028186193282592552
-7096	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_of_area_type	2.6672545923259905e+20	0.08075304473156662	0.026947648329954114
-7097	GBM_grid_1_AutoML_20190416_015849_model_12	bathroom_count	1.4026016836747788e+20	0.042464771390115945	0.014170682104143876
-7098	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_individual	1.1090518702678868e+20	0.03357734036602397	0.011204907047734951
-7099	GBM_grid_1_AutoML_20190416_015849_model_12	room_count	4.126709031601439e+19	0.012493907405084412	0.0041692721821003295
-7100	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_stairway	3.555022138883493e+19	0.010763084357561086	0.003591688872875511
-7101	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_corridor	2.5001632176277553e+19	0.007569423358767099	0.002525950066782561
-7102	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_central	1.2702462122626384e+19	0.003845761461769417	0.001283347615896662
-7103	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_mixed	8.599349160312832e+17	0.00026035146003798874	8.688043417576923e-05
-7104	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_gas	0.0	0.0	0.0
-7105	GBM_grid_1_AutoML_20190416_021340_model_18	supply_area	2.2251566590272125e+21	1.0	0.23450783334238412
-7106	GBM_grid_1_AutoML_20190416_021340_model_18	city	1.4712522518180429e+21	0.6611904136499048	0.15505433133179392
-7107	GBM_grid_1_AutoML_20190416_021340_model_18	exclusive_use_area	1.2854040355826932e+21	0.5776690060755733	0.13546790700383124
-7108	GBM_grid_1_AutoML_20190416_021340_model_18	room_count	6.178871838445352e+20	0.27768255387225693	0.06511873406556283
-7109	GBM_grid_1_AutoML_20190416_021340_model_18	total_parking_capacity_in_site	5.203702485318726e+20	0.23385780341388032	0.05484148678879828
-7110	GBM_grid_1_AutoML_20190416_021340_model_18	bathroom_count	4.984615733508545e+20	0.22401190106262922	0.0525325455611057
-7111	GBM_grid_1_AutoML_20190416_021340_model_18	apartment_building_count_in_sites	4.9555893302227e+20	0.22270743545711386	0.052226638158286626
-7112	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_in_sites	4.0556811082126905e+20	0.18226496960379146	0.04274256311600064
-7113	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_cogeneration	3.814376832803296e+20	0.17142059716689134	0.04019947283186532
-7114	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_gas	3.7203416725838e+20	0.1671945953778485	0.039208442308615844
-7115	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_district	3.5500658483287346e+20	0.15954228813178223	0.03741391631627062
-7116	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_individual	2.7775795890570343e+20	0.12482624887504902	0.029272733167944962
-7117	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_of_area_type	1.7276348250704786e+20	0.07764104239859503	0.018207432631338703
-7118	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_corridor	1.495066125563299e+20	0.06718925247343743	0.015756406021440236
-7119	GBM_grid_1_AutoML_20190416_021340_model_18	floor	1.2135734687056685e+20	0.05453878780994301	0.012789772962429766
-7120	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_stairway	1.167175573349335e+20	0.05245363595476453	0.012300788518682007
-7121	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_central	1.8828595665943134e+19	0.008461694411293524	0.001984333622797805
-7122	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_mixed	3.555029230733492e+18	0.0015976534579312134	0.00037466225085141673
-7123	GBM_grid_1_AutoML_20190416_023844_model_64	supply_area	3.8635747884513886e+21	1.0	0.39061766175150026
-7124	GBM_grid_1_AutoML_20190416_023844_model_64	city	2.2148269495943965e+21	0.5732584642116249	0.223924880869601
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-7128	GBM_grid_1_AutoML_20190416_023844_model_64	apartment_building_count_in_sites	3.717145876066971e+20	0.0962100148074755	0.037581331021173295
-7129	GBM_grid_1_AutoML_20190416_023844_model_64	heat_fuel_cogeneration	3.02062302797878e+20	0.0781820773085	0.030539300229121297
-7130	GBM_grid_1_AutoML_20190416_023844_model_64	heat_type_individual	1.668110783979895e+20	0.04317532014563416	0.01686504260066006
-7131	GBM_grid_1_AutoML_20190416_023844_model_64	total_household_count_in_sites	1.5941366971942883e+20	0.04126066620890379	0.01611714495683114
-7132	GBM_grid_1_AutoML_20190416_023844_model_64	total_household_count_of_area_type	1.2525274064591677e+20	0.032418873065511694	0.01266338439346887
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-7135	GBM_grid_1_AutoML_20190416_023844_model_64	front_door_structure_stairway	4.366961118363517e+19	0.01130290303015953	0.004415113552644863
-7136	GBM_grid_1_AutoML_20190416_023844_model_64	front_door_structure_corridor	4.142018631506592e+19	0.010720689667733364	0.004187690730373474
-7137	GBM_grid_1_AutoML_20190416_023844_model_64	room_count	5.592774746333774e+18	0.001447564769045273	0.000565444365318315
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-7139	GBM_grid_1_AutoML_20190416_023844_model_64	heat_fuel_gas	0.0	0.0	0.0
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-7141	GBM_grid_1_AutoML_20190416_022142_model_25	supply_area	2.492982885969671e+22	1.0	0.2505504995980587
-7142	GBM_grid_1_AutoML_20190416_022142_model_25	city	2.079769063319136e+22	0.834249234129896	0.20902156240054331
-7143	GBM_grid_1_AutoML_20190416_022142_model_25	exclusive_use_area	1.6750528576255051e+22	0.6719070824964674	0.16834665520296394
-7144	GBM_grid_1_AutoML_20190416_022142_model_25	apartment_building_count_in_sites	5.862788809660679e+21	0.23517164288034362	0.05892237261496634
-7145	GBM_grid_1_AutoML_20190416_022142_model_25	total_parking_capacity_in_site	4.4783673660332227e+21	0.17963891333699694	0.045008619483836956
-7146	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_in_sites	3.607983687649091e+21	0.1447255698366228	0.03626106382717958
-7147	GBM_grid_1_AutoML_20190416_022142_model_25	bathroom_count	3.48657283414467e+21	0.1398554660670497	0.03504085689461865
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-7149	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_cogeneration	3.1997917726480416e+21	0.12835193497140474	0.032158641431463006
-7150	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_district	3.125536421991957e+21	0.1253733605466067	0.03141235812123985
-7151	GBM_grid_1_AutoML_20190416_022142_model_25	heat_fuel_gas	2.904147345609771e+21	0.11649287132912561	0.029187347111124792
-7152	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_individual	1.9267920578140103e+21	0.07728861953517041	0.019364702237781226
-7153	GBM_grid_1_AutoML_20190416_022142_model_25	floor	1.8041521438237823e+21	0.07236921496643323	0.018132142965359154
-7154	GBM_grid_1_AutoML_20190416_022142_model_25	total_household_count_of_area_type	1.7100678662208503e+21	0.06859525092791409	0.017186574390043077
-7155	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_stairway	7.079759945218036e+20	0.028398750689635363	0.0071153211732488545
-7156	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_corridor	5.993560676465566e+20	0.024041724113698877	0.006023665987885949
-7157	GBM_grid_1_AutoML_20190416_022142_model_25	heat_type_central	2.453232630877997e+20	0.00984055143212019	0.0024655550776381055
-7158	GBM_grid_1_AutoML_20190416_022142_model_25	front_door_structure_mixed	1.0787542776087052e+19	0.00043271627883201963	0.0001084172798455754
-7159	GBM_grid_1_AutoML_20190416_030706_model_26	supply_area	2.9243658057768883e+22	1.0	0.38826501943795033
-7160	GBM_grid_1_AutoML_20190416_030706_model_26	city	1.6127938578868379e+22	0.5515020913939261	0.214128970235133
-7161	GBM_grid_1_AutoML_20190416_030706_model_26	exclusive_use_area	1.1681371411278996e+22	0.399449733279032	0.15509235845606745
-7162	GBM_grid_1_AutoML_20190416_030706_model_26	apartment_building_count_in_sites	3.290231934464989e+21	0.11251095632308916	0.043684068643766595
-7163	GBM_grid_1_AutoML_20190416_030706_model_26	heat_type_district	3.201345795994461e+21	0.1094714549619756	0.04250393658871216
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-7165	GBM_grid_1_AutoML_20190416_030706_model_26	heat_fuel_cogeneration	2.410886374297367e+21	0.0824413405988684	0.03200908871011032
-7166	GBM_grid_1_AutoML_20190416_030706_model_26	total_household_count_in_sites	1.4525359954541328e+21	0.04967011967465717	0.019285169980966084
-7167	GBM_grid_1_AutoML_20190416_030706_model_26	floor	1.3740989118065462e+21	0.04698792842851965	0.0182437689446482
-7168	GBM_grid_1_AutoML_20190416_030706_model_26	total_household_count_of_area_type	1.1408951343831633e+21	0.039013420692083106	0.01514754654335258
-7169	GBM_grid_1_AutoML_20190416_030706_model_26	heat_type_individual	1.107868056884586e+21	0.03788404496783771	0.014709049455825693
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-7172	GBM_grid_1_AutoML_20190416_030706_model_26	front_door_structure_corridor	2.2666564147997573e+20	0.007750933246183257	0.003009416247491598
-7173	GBM_grid_1_AutoML_20190416_030706_model_26	room_count	8.704156257939882e+19	0.002976425261417503	0.0011556418119798733
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-7176	GBM_grid_1_AutoML_20190416_030706_model_26	heat_fuel_gas	0.0	0.0	0.0
-7177	GBM_grid_1_AutoML_20190416_020809_model_6	supply_area	2.863895072860259e+22	1.0	0.3147257805033109
-7178	GBM_grid_1_AutoML_20190416_020809_model_6	city	2.2950782802043716e+22	0.8013835080599538	0.2522160500566503
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-7180	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_district	7.191432890428175e+21	0.2511067168129827	0.07902975743858984
-7181	GBM_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	4.3974936942497403e+21	0.1535493997640713	0.04832595468656225
-7182	GBM_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	3.467063522033878e+21	0.12106112248627936	0.038101056263101195
-7183	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	2.041514221446856e+21	0.07128453276075976	0.022435080210943953
-7184	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	1.1754871423835077e+21	0.041045049224150275	0.012917935152867512
-7185	GBM_grid_1_AutoML_20190416_020809_model_6	floor	1.02696131179134e+21	0.0358589014494055	0.011285720746655452
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-7195	GBM_grid_1_AutoML_20190416_030706_model_68	supply_area	2.395962571032168e+21	1.0	0.27515067980973923
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-7213	GBM_grid_1_AutoML_20190416_023844_model_53	supply_area	2.1287972754825236e+22	1.0	0.3728197288464356
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-7244	GBM_grid_1_AutoML_20190416_030706_model_27	total_household_count_of_area_type	1.2370759079813804e+21	0.06486809669876152	0.016235341086523754
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-7246	GBM_grid_1_AutoML_20190416_030706_model_27	front_door_structure_corridor	3.985478082427565e+20	0.020898505578656627	0.005230527540275244
-7247	GBM_grid_1_AutoML_20190416_030706_model_27	front_door_structure_mixed	3.8962930879005144e+20	0.020430849486436753	0.00511348146439546
-7248	GBM_grid_1_AutoML_20190416_030706_model_27	heat_type_central	3.484346367078889e+20	0.01827073954099296	0.0045728440242138405
-7249	GBM_grid_1_AutoML_20190416_023844_model_10	supply_area	8.988023490477602e+21	1.0	0.24184233622542825
-7250	GBM_grid_1_AutoML_20190416_023844_model_10	exclusive_use_area	6.415507147678558e+21	0.7137839764744155	0.17262318443084876
-7251	GBM_grid_1_AutoML_20190416_023844_model_10	city	6.400376741780454e+21	0.712100580128808	0.1722160679258337
-7252	GBM_grid_1_AutoML_20190416_023844_model_10	apartment_building_count_in_sites	2.4059253778328416e+21	0.26768125165469464	0.06473665926391813
-7253	GBM_grid_1_AutoML_20190416_023844_model_10	room_count	2.208367098878887e+21	0.2457010822477879	0.05942092374392113
-7254	GBM_grid_1_AutoML_20190416_023844_model_10	total_parking_capacity_in_site	1.6183481191597762e+21	0.18005606247851286	0.04354517880135522
-7255	GBM_grid_1_AutoML_20190416_023844_model_10	bathroom_count	1.5766459125102323e+21	0.17541630973490627	0.042423090158333066
-7256	GBM_grid_1_AutoML_20190416_023844_model_10	total_household_count_in_sites	1.4867360495494077e+21	0.165413013342092	0.04000386958873946
-7257	GBM_grid_1_AutoML_20190416_023844_model_10	heat_fuel_cogeneration	1.2077061052239488e+21	0.13436837437101248	0.03249596157269862
-7258	GBM_grid_1_AutoML_20190416_023844_model_10	heat_type_district	1.007387119698416e+21	0.11208105105262535	0.02710594323316841
-7259	GBM_grid_1_AutoML_20190416_023844_model_10	heat_fuel_gas	9.267359538840234e+20	0.10310786958510484	0.024935848063688534
-7260	GBM_grid_1_AutoML_20190416_023844_model_10	floor	8.30908009169113e+20	0.09244613235039072	0.022357388622623632
-7261	GBM_grid_1_AutoML_20190416_023844_model_10	heat_type_individual	7.32627643350867e+20	0.08151154078836713	0.019712941453592994
-7262	GBM_grid_1_AutoML_20190416_023844_model_10	total_household_count_of_area_type	6.350355542194226e+20	0.07065352631668283	0.017087013866991352
-7263	GBM_grid_1_AutoML_20190416_023844_model_10	front_door_structure_stairway	2.9368441122231786e+20	0.03267508274021124	0.007902218346251854
-7264	GBM_grid_1_AutoML_20190416_023844_model_10	front_door_structure_corridor	2.885573621137193e+20	0.032104651530943655	0.007764263929946686
-7265	GBM_grid_1_AutoML_20190416_023844_model_10	heat_type_central	1.1462133401853205e+20	0.012752674060094312	0.003084136487814626
-7266	GBM_grid_1_AutoML_20190416_023844_model_10	front_door_structure_mixed	2.76124951041991e+19	0.0030721431840329823	0.0007429742848455623
-7267	GBM_grid_1_AutoML_20190416_022142_model_41	supply_area	1.2536818901498953e+22	1.0	0.2686405672781128
-7268	GBM_grid_1_AutoML_20190416_022142_model_41	exclusive_use_area	8.94727098039948e+21	0.7136795267362207	0.19172327291719343
-7269	GBM_grid_1_AutoML_20190416_022142_model_41	city	8.403990498350708e+21	0.6703447313373804	0.180081788898368
-7270	GBM_grid_1_AutoML_20190416_022142_model_41	apartment_building_count_in_sites	2.724779949975696e+21	0.2173422118787973	0.058386935092599894
-7271	GBM_grid_1_AutoML_20190416_022142_model_41	total_parking_capacity_in_site	2.053158137545934e+21	0.16377026370704376	0.04399533654554637
-7272	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_cogeneration	1.9060306042693207e+21	0.15203462850065003	0.04084266884633177
-7273	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_in_sites	1.8075319546066355e+21	0.1441778786794567	0.03873202711740417
-7274	GBM_grid_1_AutoML_20190416_022142_model_41	heat_fuel_gas	1.5063572479634424e+21	0.1201546628214703	0.03227841678147016
-7275	GBM_grid_1_AutoML_20190416_022142_model_41	room_count	1.2905539017565914e+21	0.1029410978890576	0.02765415493314818
-7276	GBM_grid_1_AutoML_20190416_022142_model_41	bathroom_count	1.2535298092199785e+21	0.09998786925685761	0.026860797918092007
-7277	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_district	1.2148649990441193e+21	0.09690376869836295	0.026032283394515257
-7278	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_individual	8.000748180077627e+20	0.06381800872246009	0.017144106065761232
-7279	GBM_grid_1_AutoML_20190416_022142_model_41	total_household_count_of_area_type	7.900861858779759e+20	0.06302126497045514	0.01693006837224733
-7280	GBM_grid_1_AutoML_20190416_022142_model_41	floor	7.471215639578846e+20	0.0595941897085676	0.016009416929789074
-7281	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_stairway	2.6528298793788716e+20	0.02116031108227693	0.005684517972924212
-7282	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_corridor	2.554093383360866e+20	0.020372738917489572	0.005472944139803285
-7283	GBM_grid_1_AutoML_20190416_022142_model_41	heat_type_central	1.639649441709797e+20	0.013078672146358864	0.003513461904642299
-7284	GBM_grid_1_AutoML_20190416_022142_model_41	front_door_structure_mixed	8.043115848547697e+17	6.415595464640579e-05	1.723489205047933e-05
-7285	GBM_grid_1_AutoML_20190416_023844_model_12	supply_area	8.977189518624009e+21	1.0	0.22359275291649927
-7286	GBM_grid_1_AutoML_20190416_023844_model_12	exclusive_use_area	8.016858259632173e+21	0.893025399876037	0.1996740075826407
-7287	GBM_grid_1_AutoML_20190416_023844_model_12	city	7.489182187342287e+21	0.8342457482718045	0.18653130346497765
-7288	GBM_grid_1_AutoML_20190416_023844_model_12	apartment_building_count_in_sites	2.0064569353100088e+21	0.22350613531634023	0.04997435208910811
-7289	GBM_grid_1_AutoML_20190416_023844_model_12	room_count	1.935439532048515e+21	0.21559526264130516	0.04820553828972511
-7290	GBM_grid_1_AutoML_20190416_023844_model_12	total_parking_capacity_in_site	1.8189840455090852e+21	0.2026228856743455	0.045305008811812014
-7291	GBM_grid_1_AutoML_20190416_023844_model_12	bathroom_count	1.7108965285522865e+21	0.19058264560449276	0.0426128983888181
-7292	GBM_grid_1_AutoML_20190416_023844_model_12	total_household_count_in_sites	1.4782076392300515e+21	0.16466263034364745	0.03681737082100802
-7293	GBM_grid_1_AutoML_20190416_023844_model_12	heat_fuel_cogeneration	1.3305613475713605e+21	0.14821580237456145	0.033139979278656
-7294	GBM_grid_1_AutoML_20190416_023844_model_12	heat_fuel_gas	1.2753189279046388e+21	0.1420621593494124	0.03176406929419751
-7295	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_district	1.1728645696567504e+21	0.13064941619239903	0.029212262633391956
-7296	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_individual	1.0211553274467294e+21	0.11375000219481257	0.02543367613499598
-7297	GBM_grid_1_AutoML_20190416_023844_model_12	floor	5.797920790215383e+20	0.06458503274534932	0.014440745268734905
-7298	GBM_grid_1_AutoML_20190416_023844_model_12	total_household_count_of_area_type	4.8353101468621446e+20	0.053862181887002016	0.012043193526203986
-7299	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_corridor	3.7213504085315866e+20	0.041453401432723476	0.009268680144095397
-7300	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_stairway	3.477726075626654e+20	0.03873958624145998	0.008661890734574178
-7301	GBM_grid_1_AutoML_20190416_023844_model_12	heat_type_central	1.24617521992225e+20	0.01388157415343571	0.0031038193797812133
-7302	GBM_grid_1_AutoML_20190416_023844_model_12	front_door_structure_mixed	8.770759174792413e+18	0.0009770050143863692	0.0002184512407798723
-7303	GBM_grid_1_AutoML_20190416_023844_model_63	supply_area	1.1576676230741514e+22	1.0	0.23475542402210536
-7304	GBM_grid_1_AutoML_20190416_023844_model_63	city	8.494832043484445e+21	0.7337885135741014	0.17226083364663858
-7305	GBM_grid_1_AutoML_20190416_023844_model_63	exclusive_use_area	8.03472854295358e+21	0.6940445066276969	0.1629307124435979
-7306	GBM_grid_1_AutoML_20190416_023844_model_63	apartment_building_count_in_sites	3.462083666745913e+21	0.29905679296380894	0.07020520423890994
-7307	GBM_grid_1_AutoML_20190416_023844_model_63	total_parking_capacity_in_site	2.6652623476252045e+21	0.23022690576313096	0.0540470148837211
-7308	GBM_grid_1_AutoML_20190416_023844_model_63	floor	2.5956037648137815e+21	0.2242097570217291	0.05263445657952923
-7309	GBM_grid_1_AutoML_20190416_023844_model_63	total_household_count_in_sites	2.171823765602496e+21	0.18760339516408722	0.04404091457973189
-7310	GBM_grid_1_AutoML_20190416_023844_model_63	total_household_count_of_area_type	1.6196740070375718e+21	0.13990837911978365	0.03284425086451029
-7311	GBM_grid_1_AutoML_20190416_023844_model_63	room_count	1.603960525725211e+21	0.13855103950008918	0.03252560802654691
-7312	GBM_grid_1_AutoML_20190416_023844_model_63	bathroom_count	1.5864405380123213e+21	0.1370376528108799	0.032170332292612173
-7313	GBM_grid_1_AutoML_20190416_023844_model_63	heat_fuel_gas	1.2006058989364225e+21	0.10370903314616763	0.02434625805115116
-7314	GBM_grid_1_AutoML_20190416_023844_model_63	heat_fuel_cogeneration	1.1643497405050205e+21	0.10057720517510242	0.023611044447839458
-7315	GBM_grid_1_AutoML_20190416_023844_model_63	heat_type_district	1.0851222751228304e+21	0.09373349081330624	0.022004445380949825
-7316	GBM_grid_1_AutoML_20190416_023844_model_63	heat_type_individual	9.278919012446298e+20	0.08015184002301463	0.018816079190754755
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-7318	GBM_grid_1_AutoML_20190416_023844_model_63	front_door_structure_mixed	2.5940550894919195e+20	0.022407598155016934	0.005260305206197947
-7319	GBM_grid_1_AutoML_20190416_023844_model_63	front_door_structure_corridor	2.3374366402090002e+20	0.020190913122386613	0.00473992637143936
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-7329	GBM_grid_1_AutoML_20190416_030706_model_54	heat_fuel_cogeneration	1.2623040879314915e+21	0.15782877873616616	0.03519155479087239
-7330	GBM_grid_1_AutoML_20190416_030706_model_54	heat_fuel_gas	1.0397577271825599e+21	0.13000329621971532	0.028987223740468367
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-7339	GBM_grid_1_AutoML_20190416_020809_model_8	supply_area	1.4834911215753942e+22	1.0	0.4045771451299066
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-7341	GBM_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	6.187742100123923e+21	0.4171067834604124	0.1687518716667318
-7342	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_district	2.6053951533536384e+21	0.17562593502998775	0.0710542394052029
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-7345	GBM_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.7182045537822468e+20	0.018323025424618975	0.00741307731643504
-7346	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	1.2765249074423556e+20	0.008604870557545025	0.0034813339643839534
-7347	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.2456443757083597e+20	0.008396709340501796	0.003397116693465837
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-7352	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_central	3.110154181751603e+17	2.0965101418664194e-05	8.482000879322114e-06
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-7355	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	0.0	0.0	0.0
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-7357	XGBoost_grid_1_AutoML_20190416_030706_model_9	exclusive_use_area	8.407915103950985e+20	1.0	0.22012952486085074
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-7360	XGBoost_grid_1_AutoML_20190416_030706_model_9	apartment_building_count_in_sites	3.217451442318124e+20	0.382669354119216	0.08423682310107164
-7361	XGBoost_grid_1_AutoML_20190416_030706_model_9	total_parking_capacity_in_site	3.003973783106345e+20	0.3572792714920182	0.07864771627616887
-7362	XGBoost_grid_1_AutoML_20190416_030706_model_9	total_household_count_of_area_type	1.979007636318674e+20	0.23537435997524683	0.051812846025777924
-7363	XGBoost_grid_1_AutoML_20190416_030706_model_9	total_household_count_in_sites	1.778965481432736e+20	0.21158223643299845	0.04657549717499213
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-7366	XGBoost_grid_1_AutoML_20190416_030706_model_9	room_count	1.179676140947846e+20	0.14030542962945727	0.03088536755972996
-7367	XGBoost_grid_1_AutoML_20190416_030706_model_9	bathroom_count	1.0693036453144822e+20	0.12717821625149414	0.02799568031609193
-7368	XGBoost_grid_1_AutoML_20190416_030706_model_9	heat_fuel_gas	8.381663340248066e+19	0.09968777320681338	0.021944222150452077
-7369	XGBoost_grid_1_AutoML_20190416_030706_model_9	heat_type_individual	6.766706378831141e+19	0.08048019390266418	0.017716066844502602
-7370	XGBoost_grid_1_AutoML_20190416_030706_model_9	heat_type_district	6.08443830317288e+19	0.07236560107884207	0.015929805381755376
-7371	XGBoost_grid_1_AutoML_20190416_030706_model_9	front_door_structure_corridor	2.556259201365259e+19	0.03040300918552378	0.00669259996634943
-7372	XGBoost_grid_1_AutoML_20190416_030706_model_9	front_door_structure_mixed	2.188145347213761e+19	0.026024826846616517	0.005728832768331606
-7373	XGBoost_grid_1_AutoML_20190416_030706_model_9	front_door_structure_stairway	1.9137048259952902e+19	0.022760753436913465	0.005010313839542736
-7374	XGBoost_grid_1_AutoML_20190416_030706_model_9	heat_type_central	1.1954660075320115e+19	0.014218340608247186	0.0031298765624031928
-7375	XGBoost_grid_1_AutoML_20190416_030706_model_21	city	6.66414173516894e+20	1.0	0.2880787686758219
-7376	XGBoost_grid_1_AutoML_20190416_030706_model_21	supply_area	5.376426790027453e+20	0.80676957419051	0.23241318553791926
-7377	XGBoost_grid_1_AutoML_20190416_030706_model_21	exclusive_use_area	4.838496091754788e+20	0.7260493975121207	0.2091594164331141
-7378	XGBoost_grid_1_AutoML_20190416_030706_model_21	apartment_building_count_in_sites	1.249230190989793e+20	0.1874555255025836	0.05400195696826341
-7379	XGBoost_grid_1_AutoML_20190416_030706_model_21	total_parking_capacity_in_site	9.109356199491613e+19	0.1366921137258898	0.039378095809849745
-7380	XGBoost_grid_1_AutoML_20190416_030706_model_21	room_count	6.932842585788095e+19	0.10403203985295104	0.029969421943672164
-7381	XGBoost_grid_1_AutoML_20190416_030706_model_21	total_household_count_in_sites	6.771819987509602e+19	0.10161578574735898	0.029273350436125306
-7382	XGBoost_grid_1_AutoML_20190416_030706_model_21	heat_fuel_cogeneration	5.437424088738326e+19	0.08159226356251086	0.023504998820561257
-7383	XGBoost_grid_1_AutoML_20190416_030706_model_21	heat_fuel_gas	4.261154674617981e+19	0.06394153731950838	0.018420199338243085
-7384	XGBoost_grid_1_AutoML_20190416_030706_model_21	bathroom_count	3.742776723563453e+19	0.0561629219830597	0.016179345410116085
-7385	XGBoost_grid_1_AutoML_20190416_030706_model_21	total_household_count_of_area_type	3.6235661335637e+19	0.05437408562967547	0.015664019636070607
-7386	XGBoost_grid_1_AutoML_20190416_030706_model_21	heat_type_individual	3.4030841454783365e+19	0.05106560275450183	0.014710915963205545
-7387	XGBoost_grid_1_AutoML_20190416_030706_model_21	floor	2.2716748057712525e+19	0.034088032578641785	0.009820038451836427
-7388	XGBoost_grid_1_AutoML_20190416_030706_model_21	front_door_structure_corridor	1.9328666748395192e+19	0.029003985083917484	0.008355432309666852
-7389	XGBoost_grid_1_AutoML_20190416_030706_model_21	heat_type_district	1.7339082865748476e+19	0.026018478530017215	0.0074953712577456675
-7390	XGBoost_grid_1_AutoML_20190416_030706_model_21	front_door_structure_stairway	6.822426769396597e+18	0.010237517508657316	0.002949211438191167
-7391	XGBoost_grid_1_AutoML_20190416_030706_model_21	heat_type_central	1.1634159307771085e+18	0.0017457850943316036	0.0005029236203476519
-7392	XGBoost_grid_1_AutoML_20190416_030706_model_21	front_door_structure_mixed	2.8534147806920704e+17	0.0004281743837520188	0.00012334794924981043
-7393	GBM_grid_1_AutoML_20190416_022142_model_4	supply_area	6.018760849655494e+21	1.0	0.23752867722012636
-7394	GBM_grid_1_AutoML_20190416_022142_model_4	exclusive_use_area	4.4714098675588887e+21	0.7429120344289516	0.17646291282882184
-7395	GBM_grid_1_AutoML_20190416_022142_model_4	city	4.3653441853598026e+21	0.725289522943858	0.17227706098647105
-7396	GBM_grid_1_AutoML_20190416_022142_model_4	bathroom_count	1.6431245317722666e+21	0.27300046850446247	0.06484544016433974
-7397	GBM_grid_1_AutoML_20190416_022142_model_4	apartment_building_count_in_sites	1.3674268289585969e+21	0.22719407916612377	0.05396510909657405
-7398	GBM_grid_1_AutoML_20190416_022142_model_4	room_count	1.3083087803375461e+21	0.2173717834979989	0.051632032199259374
-7399	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_gas	1.1666897827239045e+21	0.1938421897574954	0.046043078922550607
-7400	GBM_grid_1_AutoML_20190416_022142_model_4	heat_fuel_cogeneration	9.448308542368446e+20	0.15698095967559925	0.03728747970049108
-7401	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_in_sites	7.6943950375504e+20	0.1278401855423582	0.03036571016745187
-7402	GBM_grid_1_AutoML_20190416_022142_model_4	total_parking_capacity_in_site	7.55258724059613e+20	0.125484089320951	0.029806069748577673
-7403	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_individual	7.317197458134868e+20	0.12157315502166353	0.0288771106977731
-7404	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_district	5.7709509134781304e+20	0.09588270837856021	0.02277489288944253
-7405	GBM_grid_1_AutoML_20190416_022142_model_4	floor	5.409138052602161e+20	0.08987129058154508	0.021347008771900003
-7406	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_corridor	2.06857508497033e+20	0.03436878680914415	0.008163572468436537
-7407	GBM_grid_1_AutoML_20190416_022142_model_4	total_household_count_of_area_type	1.715631500610513e+20	0.028504729519344726	0.0067706906972474406
-7408	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_stairway	1.6934243564010655e+20	0.02813576413321016	0.006683050837138884
-7409	GBM_grid_1_AutoML_20190416_022142_model_4	front_door_structure_mixed	7.643539194289481e+19	0.012699523016813315	0.003016500903510215
-7410	GBM_grid_1_AutoML_20190416_022142_model_4	heat_type_central	5.457031019889479e+19	0.00906670186140031	0.002153601699887673
-7411	GBM_grid_1_AutoML_20190416_030706_model_70	apartment_building_count_in_sites	7.1639177087001035e+19	1.0	0.40860153675015254
-7412	GBM_grid_1_AutoML_20190416_030706_model_70	heat_fuel_cogeneration	3.2946577854261363e+19	0.45989609587851527	0.18791425152135685
-7413	GBM_grid_1_AutoML_20190416_030706_model_70	bathroom_count	2.784909241431045e+19	0.3887410987494953	0.1588402103469866
-7414	GBM_grid_1_AutoML_20190416_030706_model_70	total_household_count_of_area_type	2.448755331568763e+19	0.3418179034350034	0.13966732063225765
-7415	GBM_grid_1_AutoML_20190416_030706_model_70	floor	1.4792170832633266e+19	0.20648158499460645	0.08436869293940344
-7416	GBM_grid_1_AutoML_20190416_030706_model_70	heat_type_central	3.0989999111657226e+18	0.043258452109272455	0.017675470009281602
-7417	GBM_grid_1_AutoML_20190416_030706_model_70	front_door_structure_mixed	5.1415166887552614e+17	0.007176962240243534	0.0029325178005613255
-7418	GBM_grid_1_AutoML_20190416_030706_model_70	city	0.0	0.0	0.0
-7419	GBM_grid_1_AutoML_20190416_030706_model_70	exclusive_use_area	0.0	0.0	0.0
-7420	GBM_grid_1_AutoML_20190416_030706_model_70	total_parking_capacity_in_site	0.0	0.0	0.0
-7421	GBM_grid_1_AutoML_20190416_030706_model_70	total_household_count_in_sites	0.0	0.0	0.0
-7422	GBM_grid_1_AutoML_20190416_030706_model_70	supply_area	0.0	0.0	0.0
-7423	GBM_grid_1_AutoML_20190416_030706_model_70	room_count	0.0	0.0	0.0
-7424	GBM_grid_1_AutoML_20190416_030706_model_70	heat_fuel_gas	0.0	0.0	0.0
-7425	GBM_grid_1_AutoML_20190416_030706_model_70	heat_type_district	0.0	0.0	0.0
-7426	GBM_grid_1_AutoML_20190416_030706_model_70	heat_type_individual	0.0	0.0	0.0
-7427	GBM_grid_1_AutoML_20190416_030706_model_70	front_door_structure_corridor	0.0	0.0	0.0
-7428	GBM_grid_1_AutoML_20190416_030706_model_70	front_door_structure_stairway	0.0	0.0	0.0
-7429	GBM_grid_1_AutoML_20190416_030706_model_49	supply_area	4.783659910848204e+21	1.0	0.31011285895454754
-7430	GBM_grid_1_AutoML_20190416_030706_model_49	exclusive_use_area	3.655608409283604e+21	0.764186517731654	0.2369840657882833
-7431	GBM_grid_1_AutoML_20190416_030706_model_49	city	2.7102496487279386e+21	0.5665640324015795	0.17569879186887072
-7432	GBM_grid_1_AutoML_20190416_030706_model_49	apartment_building_count_in_sites	6.203316532797789e+20	0.12967720633170723	0.04021456919676449
-7433	GBM_grid_1_AutoML_20190416_030706_model_49	heat_fuel_cogeneration	5.970474098875758e+20	0.12480975257743848	0.038705109197199154
-7434	GBM_grid_1_AutoML_20190416_030706_model_49	total_parking_capacity_in_site	4.9137470194034986e+20	0.1027194054548127	0.03185460849570331
-7435	GBM_grid_1_AutoML_20190416_030706_model_49	heat_fuel_gas	4.9057137235681765e+20	0.10255147345326919	0.031802530622594694
-7436	GBM_grid_1_AutoML_20190416_030706_model_49	heat_type_individual	4.587566427673052e+20	0.09590076454368215	0.029740060268568177
-7437	GBM_grid_1_AutoML_20190416_030706_model_49	room_count	4.477175812088062e+20	0.09359310434955652	0.02902442516827227
-7438	GBM_grid_1_AutoML_20190416_030706_model_49	total_household_count_in_sites	3.0864818393420975e+20	0.06452134760547441	0.020008899569533823
-7439	GBM_grid_1_AutoML_20190416_030706_model_49	bathroom_count	3.035661180453268e+20	0.06345896733940282	0.019679441787925463
-7440	GBM_grid_1_AutoML_20190416_030706_model_49	heat_type_district	2.663732812601759e+20	0.055683992220288185	0.017268322025436354
-7441	GBM_grid_1_AutoML_20190416_030706_model_49	total_household_count_of_area_type	1.3819020138874772e+20	0.028887965274321692	0.00895852950059959
-7442	GBM_grid_1_AutoML_20190416_030706_model_49	floor	7.0792196891846115e+19	0.01479875204575188	0.004589283305867575
-7443	GBM_grid_1_AutoML_20190416_030706_model_49	front_door_structure_corridor	3.3531126614098706e+19	0.007009513058831393	0.002173740134553439
-7444	GBM_grid_1_AutoML_20190416_030706_model_49	front_door_structure_stairway	3.098652685393671e+19	0.006477577300942032	0.002008780015894215
-7445	GBM_grid_1_AutoML_20190416_030706_model_49	heat_type_central	1.8140195833839092e+19	0.003792116532511318	0.0011759840993858903
-7446	GBM_grid_1_AutoML_20190416_030706_model_49	front_door_structure_mixed	0.0	0.0	0.0
-7447	GBM_grid_1_AutoML_20190416_021340_model_20	exclusive_use_area	9.775805381458736e+19	1.0	0.3021158959528529
-7448	GBM_grid_1_AutoML_20190416_021340_model_20	supply_area	7.807519478846692e+19	0.7986574173883217	0.2412871012136644
-7449	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_in_sites	3.147409868820421e+19	0.3219591374834395	0.09726897328101707
-7450	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_gas	2.9761266280315224e+19	0.304437998906585	0.09197555880175656
-7451	GBM_grid_1_AutoML_20190416_021340_model_20	total_parking_capacity_in_site	2.9058390278119883e+19	0.29724804396406485	0.08980335912243645
-7452	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_individual	2.4350145148541207e+19	0.24908582156028664	0.07525278614983844
-7453	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_of_area_type	1.256085711959674e+19	0.12848923060007178	0.0388186390230334
-7454	GBM_grid_1_AutoML_20190416_021340_model_20	floor	1.0351691968790135e+19	0.10589093752238207	0.03199133546286202
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-7457	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_cogeneration	2.078244377141969e+18	0.021259060466605313	0.0064227000999843385
-7458	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_corridor	6.759820852188938e+17	0.00691484802368298	0.0020890855060527974
-7459	GBM_grid_1_AutoML_20190416_021340_model_20	city	0.0	0.0	0.0
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-7461	GBM_grid_1_AutoML_20190416_021340_model_20	room_count	0.0	0.0	0.0
-7462	GBM_grid_1_AutoML_20190416_021340_model_20	bathroom_count	0.0	0.0	0.0
-7463	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_central	0.0	0.0	0.0
-7464	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_mixed	0.0	0.0	0.0
-7465	GBM_grid_1_AutoML_20190416_022142_model_28	supply_area	3.876492519557571e+21	1.0	0.2116685011661419
-7466	GBM_grid_1_AutoML_20190416_022142_model_28	exclusive_use_area	3.1096556038059417e+21	0.8021827949150411	0.16979682986093333
-7467	GBM_grid_1_AutoML_20190416_022142_model_28	city	2.2895046534530356e+21	0.5906124265433484	0.12501404709652864
-7468	GBM_grid_1_AutoML_20190416_022142_model_28	apartment_building_count_in_sites	1.506534154986305e+21	0.3886333192662133	0.08226143219230207
-7469	GBM_grid_1_AutoML_20190416_022142_model_28	total_parking_capacity_in_site	1.2201443437073043e+21	0.31475472674111105	0.06662366124424954
-7470	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_in_sites	1.1453650273820727e+21	0.2954642686922545	0.06254047890223974
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-7472	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_gas	8.45247188907684e+20	0.21804432348141178	0.046153115139095834
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-7474	GBM_grid_1_AutoML_20190416_022142_model_28	heat_fuel_cogeneration	5.5908322611312145e+20	0.1442239919959733	0.030527676217985314
-7475	GBM_grid_1_AutoML_20190416_022142_model_28	total_household_count_of_area_type	5.2851240481443755e+20	0.13633778529121407	0.02885841466490255
-7476	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_district	4.1109026283623914e+20	0.10604696404345375	0.0224468019322976
-7477	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_individual	3.7039281630043596e+20	0.09554844087322252	0.02022459526839674
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-7480	GBM_grid_1_AutoML_20190416_022142_model_28	front_door_structure_stairway	1.7470706722123494e+20	0.04506833596087385	0.009539547122890301
-7481	GBM_grid_1_AutoML_20190416_022142_model_28	heat_type_central	7.82275958961697e+19	0.020179994028493034	0.004271469089552814
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-7483	GBM_grid_1_AutoML_20190416_023844_model_48	supply_area	3.197960777924539e+21	1.0	0.21089491667966762
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-7485	GBM_grid_1_AutoML_20190416_023844_model_48	city	1.3789249410197388e+21	0.43118882212015575	0.09093553071423426
-7486	GBM_grid_1_AutoML_20190416_023844_model_48	apartment_building_count_in_sites	1.1180801801458811e+21	0.34962285587239433	0.07373368305851603
-7487	GBM_grid_1_AutoML_20190416_023844_model_48	total_parking_capacity_in_site	9.84813882097384e+20	0.3079505817880992	0.06494521228765635
-7488	GBM_grid_1_AutoML_20190416_023844_model_48	total_household_count_in_sites	8.644720705545102e+20	0.27031978519622385	0.05700906857582327
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-7492	GBM_grid_1_AutoML_20190416_023844_model_48	heat_fuel_gas	6.254448573379605e+20	0.19557615016900587	0.04124601589442265
-7493	GBM_grid_1_AutoML_20190416_023844_model_48	heat_type_district	4.870641237782587e+20	0.15230459583508743	0.03212026504857121
-7494	GBM_grid_1_AutoML_20190416_023844_model_48	total_household_count_of_area_type	4.726456736493716e+20	0.14779595700861484	0.03116941603892356
-7495	GBM_grid_1_AutoML_20190416_023844_model_48	floor	3.896344808927485e+20	0.12183841765114437	0.025695102938920633
-7496	GBM_grid_1_AutoML_20190416_023844_model_48	heat_type_individual	2.7494308599329456e+20	0.0859745022175448	0.018131585481745007
-7497	GBM_grid_1_AutoML_20190416_023844_model_48	front_door_structure_stairway	1.5562911551225174e+20	0.048665110775140366	0.010263224482130021
-7498	GBM_grid_1_AutoML_20190416_023844_model_48	front_door_structure_corridor	1.2607605495279544e+20	0.03942389031882317	0.008314298063976567
-7499	GBM_grid_1_AutoML_20190416_023844_model_48	heat_type_central	7.179809609963327e+19	0.02245121222100475	0.004734846530706332
-7500	GBM_grid_1_AutoML_20190416_023844_model_48	front_door_structure_mixed	3.054497727787303e+18	0.0009551392089835627	0.0002014340038960721
-7501	XGBoost_grid_1_AutoML_20190416_020809_model_3	supply_area	5.3662736357737785e+20	1.0	0.291060801385347
-7502	XGBoost_grid_1_AutoML_20190416_020809_model_3	city	5.128557110786282e+20	0.9557017511364346	0.27816731757115015
-7503	XGBoost_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	4.08678092654573e+20	0.7615677477386866	0.22166251896605593
-7504	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	8.646950866969952e+19	0.16113510890174954	0.04690011392825839
-7505	XGBoost_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	8.639504974226653e+19	0.16099635539701468	0.046859728221975226
-7506	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	5.575758924284638e+19	0.10390373847346034	0.030242305387018876
-7507	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	3.4796094950645694e+19	0.06484219276236804	0.01887302058899799
-7508	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	3.39466694416306e+19	0.06325929638646861	0.018412301501318742
-7509	XGBoost_grid_1_AutoML_20190416_020809_model_3	floor	2.367616870997033e+19	0.04412031572921531	0.012841694453519941
-7510	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	1.872829601623415e+19	0.03490000191451971	0.010158022525590253
-7511	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_district	1.6272789683270844e+19	0.030324189163202116	0.008826182799202465
-7512	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	9.603395141251367e+18	0.017895835719653207	0.005208776286022781
-7513	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	6.304931726179172e+18	0.011749180444597372	0.003419725875825559
-7514	XGBoost_grid_1_AutoML_20190416_020809_model_3	bathroom_count	5.766836782859551e+18	0.010746445623673481	0.003127869075270459
-7515	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	4.674793038059405e+18	0.008711432467579215	0.0025355565152279376
-7516	XGBoost_grid_1_AutoML_20190416_020809_model_3	room_count	2.311766902986244e+18	0.0043079556874905875	0.001253877034733574
-7517	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	7.435439823692759e+17	0.0013855871556987089	0.0004032901079269098
-7518	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_central	8.64651992713134e+16	0.00016112707837874865	4.6897776557798204e-05
-7519	GBM_grid_1_AutoML_20190416_023844_model_33	supply_area	2.5185643451630517e+21	1.0	0.3298557050199999
-7520	GBM_grid_1_AutoML_20190416_023844_model_33	exclusive_use_area	1.3890256705590007e+21	0.5515148633095873	0.1819203240659928
-7521	GBM_grid_1_AutoML_20190416_023844_model_33	city	9.27870579515144e+20	0.3684124971026197	0.12152296396996329
-7522	GBM_grid_1_AutoML_20190416_023844_model_33	apartment_building_count_in_sites	3.363989426256017e+20	0.13356773801378627	0.04405808039046412
-7523	GBM_grid_1_AutoML_20190416_023844_model_33	total_household_count_in_sites	3.337285191528035e+20	0.13250744210436202	0.04370833573573116
-7524	GBM_grid_1_AutoML_20190416_023844_model_33	total_parking_capacity_in_site	3.165201594235046e+20	0.1256748353606241	0.04145456142115108
-7525	GBM_grid_1_AutoML_20190416_023844_model_33	heat_fuel_gas	3.0619935163682705e+20	0.12157694212771988	0.04010284795971477
-7526	GBM_grid_1_AutoML_20190416_023844_model_33	bathroom_count	2.942715328393642e+20	0.11684098260364799	0.03854066469195585
-7527	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_district	2.763427203149883e+20	0.10972231892574413	0.03619253286568061
-7528	GBM_grid_1_AutoML_20190416_023844_model_33	heat_fuel_cogeneration	2.5083032100714368e+20	0.09959257999060768	0.03285118068756263
-7529	GBM_grid_1_AutoML_20190416_023844_model_33	room_count	1.754803493510033e+20	0.06967475327283834	0.022982614862906637
-7530	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_individual	1.5399721155821358e+20	0.06114483906435347	0.020168973997906747
-7531	GBM_grid_1_AutoML_20190416_023844_model_33	floor	1.4221122096464082e+20	0.05646519265539514	0.018625365932435484
-7532	GBM_grid_1_AutoML_20190416_023844_model_33	total_household_count_of_area_type	1.2356904529616385e+20	0.049063287000580484	0.016183805124175072
-7533	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_corridor	3.472427705014262e+19	0.013787329720930585	0.004547829365440757
-7534	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_stairway	2.946169993928114e+19	0.011697815065103605	0.003858591035493326
-7535	GBM_grid_1_AutoML_20190416_023844_model_33	heat_type_central	2.6155835711442387e+19	0.010385216387929552	0.0034256228734257594
-7536	GBM_grid_1_AutoML_20190416_023844_model_33	front_door_structure_mixed	0.0	0.0	0.0
-7537	GBM_grid_1_AutoML_20190416_022142_model_6	supply_area	1.5789162896723804e+21	1.0	0.20603528815014263
-7538	GBM_grid_1_AutoML_20190416_022142_model_6	exclusive_use_area	9.731450554628671e+20	0.6163373332887656	0.1269872400618413
-7539	GBM_grid_1_AutoML_20190416_022142_model_6	city	8.589531906861443e+20	0.5440143953827813	0.11208616271051697
-7540	GBM_grid_1_AutoML_20190416_022142_model_6	room_count	7.12417810391786e+20	0.45120682777907767	0.09296452877677405
-7541	GBM_grid_1_AutoML_20190416_022142_model_6	apartment_building_count_in_sites	6.031780052490781e+20	0.3820202560417154	0.0787096535327461
-7542	GBM_grid_1_AutoML_20190416_022142_model_6	bathroom_count	5.389839776355157e+20	0.34136323829260956	0.07033287316548362
-7543	GBM_grid_1_AutoML_20190416_022142_model_6	total_parking_capacity_in_site	5.2841153121965887e+20	0.33466722376352354	0.06895325788252583
-7544	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_in_sites	3.414597219693709e+20	0.216262080645341	0.04455762010171222
-7545	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_gas	3.086488876216515e+20	0.19548147652950942	0.04027608234477282
-7546	GBM_grid_1_AutoML_20190416_022142_model_6	heat_fuel_cogeneration	2.6609984591248753e+20	0.16853321968557453	0.03472379048078864
-7547	GBM_grid_1_AutoML_20190416_022142_model_6	total_household_count_of_area_type	2.5835757761089818e+20	0.16362968657730834	0.03371348962387325
-7548	GBM_grid_1_AutoML_20190416_022142_model_6	floor	1.8240730779036418e+20	0.11552690220721774	0.023802618585357458
-7549	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_district	1.5136681030866646e+20	0.09586753350937594	0.019752094890847727
-7550	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_individual	1.3987241899487291e+20	0.08858760905170973	0.018252173557501198
-7551	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_corridor	9.181296805492346e+19	0.05814935766732404	0.011980819662732815
-7552	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_stairway	7.689470632832847e+19	0.04870093926530066	0.010034112054708819
-7553	GBM_grid_1_AutoML_20190416_022142_model_6	heat_type_central	3.80503898841185e+19	0.024099054606633908	0.00496525566002384
-7554	GBM_grid_1_AutoML_20190416_022142_model_6	front_door_structure_mixed	1.4352946723662332e+19	0.009090378519459394	0.001872938757650683
-7555	XGBoost_grid_1_AutoML_20190416_030706_model_29	supply_area	5.5950128682228095e+20	1.0	0.375747218562424
-7556	XGBoost_grid_1_AutoML_20190416_030706_model_29	city	3.535657496114637e+20	0.6319301812861956	0.23744600794393636
-7557	XGBoost_grid_1_AutoML_20190416_030706_model_29	exclusive_use_area	2.0197894901631182e+20	0.3609981849433495	0.1356440638985471
-7558	XGBoost_grid_1_AutoML_20190416_030706_model_29	heat_fuel_cogeneration	9.738748321165476e+19	0.1740612318602026	0.0654030237310203
-7559	XGBoost_grid_1_AutoML_20190416_030706_model_29	heat_type_individual	6.882661314901049e+19	0.12301421778654902	0.046222250176928055
-7560	XGBoost_grid_1_AutoML_20190416_030706_model_29	apartment_building_count_in_sites	5.5122841180131295e+19	0.09852138409404664	0.03701913604225827
-7561	XGBoost_grid_1_AutoML_20190416_030706_model_29	total_parking_capacity_in_site	5.4284423981533495e+19	0.09702287601489701	0.03645607579952447
-7562	XGBoost_grid_1_AutoML_20190416_030706_model_29	heat_type_district	2.7290489929865363e+19	0.0487764560558265	0.018327617694309108
-7563	XGBoost_grid_1_AutoML_20190416_030706_model_29	total_household_count_in_sites	2.2643663519814255e+19	0.04047115538986553	0.015206924069749626
-7564	XGBoost_grid_1_AutoML_20190416_030706_model_29	floor	1.687873933743122e+19	0.030167471880708212	0.011335343650236248
-7565	XGBoost_grid_1_AutoML_20190416_030706_model_29	total_household_count_of_area_type	1.4776005812681703e+19	0.026409243661623838	0.009923199850192483
-7566	XGBoost_grid_1_AutoML_20190416_030706_model_29	bathroom_count	1.0353710672138732e+19	0.018505249078055234	0.006953295869884115
-7567	XGBoost_grid_1_AutoML_20190416_030706_model_29	front_door_structure_stairway	3.421296456080818e+18	0.006114903641262854	0.002297658034981756
-7568	XGBoost_grid_1_AutoML_20190416_030706_model_29	front_door_structure_corridor	1.6484265901466583e+18	0.0029462427146664666	0.0011070425052457302
-7569	XGBoost_grid_1_AutoML_20190416_030706_model_29	heat_type_central	7.804997364099318e+17	0.0013949918521954149	0.0005241643083796712
-7570	XGBoost_grid_1_AutoML_20190416_030706_model_29	room_count	5.7372372426450534e+17	0.0010254198475985667	0.0003852986555938662
-7571	XGBoost_grid_1_AutoML_20190416_030706_model_29	front_door_structure_mixed	2500400036970496.0	4.468979957439702e-06	1.6792067888191882e-06
-7572	GBM_grid_1_AutoML_20190416_023844_model_5	supply_area	1.423921390059216e+21	1.0	0.24084960385757442
-7573	GBM_grid_1_AutoML_20190416_023844_model_5	city	1.0241118702333539e+21	0.7192193876592897	0.17322370460442718
-7574	GBM_grid_1_AutoML_20190416_023844_model_5	exclusive_use_area	9.429206243073977e+20	0.6621999155923803	0.15949058734494403
-7575	GBM_grid_1_AutoML_20190416_023844_model_5	apartment_building_count_in_sites	3.0127290622569297e+20	0.21157973208981998	0.05095889465812487
-7576	GBM_grid_1_AutoML_20190416_023844_model_5	total_household_count_in_sites	2.927199372146188e+20	0.20557310203932366	0.04951220018994383
-7577	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_district	2.7421068810389343e+20	0.19257431626368782	0.046381447785252466
-7578	GBM_grid_1_AutoML_20190416_023844_model_5	heat_fuel_cogeneration	2.6540477864187265e+20	0.18639004968584355	0.04489196962982903
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-7580	GBM_grid_1_AutoML_20190416_023844_model_5	total_parking_capacity_in_site	2.353214720028516e+20	0.16526296581096053	0.03980351984789771
-7581	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_individual	2.220445084576425e+20	0.15593874072529273	0.037557783929735765
-7582	GBM_grid_1_AutoML_20190416_023844_model_5	room_count	2.2119542159820875e+20	0.15534243894531988	0.03741416488224974
-7583	GBM_grid_1_AutoML_20190416_023844_model_5	heat_fuel_gas	1.608259880072606e+20	0.11294583333745158	0.02720295921668884
-7584	GBM_grid_1_AutoML_20190416_023844_model_5	total_household_count_of_area_type	1.2964409333023087e+20	0.09104722650794608	0.021928688436769664
-7585	GBM_grid_1_AutoML_20190416_023844_model_5	floor	6.4334553995685134e+19	0.04518125399676009	0.01088188712690812
-7586	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_corridor	4.893394971212435e+19	0.034365625837033995	0.008276947369167263
-7587	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_stairway	4.499170354729163e+19	0.031597041705666476	0.00761013497788103
-7588	GBM_grid_1_AutoML_20190416_023844_model_5	heat_type_central	1.647168803820064e+19	0.011567835242306207	0.002786108535599138
-7589	GBM_grid_1_AutoML_20190416_023844_model_5	front_door_structure_mixed	6.626101821431611e+18	0.004653418276942981	0.0011207739485853136
-7590	GBM_grid_1_AutoML_20190416_022142_model_7	supply_area	1.1177721057838713e+21	1.0	0.20363928519757266
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-7592	GBM_grid_1_AutoML_20190416_022142_model_7	city	6.090143185224293e+20	0.5448465884692477	0.11095216981821364
-7593	GBM_grid_1_AutoML_20190416_022142_model_7	total_parking_capacity_in_site	4.0260572742887775e+20	0.36018587809233116	0.07334799475298236
-7594	GBM_grid_1_AutoML_20190416_022142_model_7	apartment_building_count_in_sites	3.761079897806854e+20	0.33648002829425444	0.068520552445101
-7595	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_cogeneration	3.3432003881636096e+20	0.2990949918023844	0.060907490336811414
-7596	GBM_grid_1_AutoML_20190416_022142_model_7	bathroom_count	3.1440916746691884e+20	0.2812819946391755	0.05728006432726917
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-7598	GBM_grid_1_AutoML_20190416_022142_model_7	room_count	2.3297302071903833e+20	0.20842622526857477	0.042443767530120816
-7599	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_in_sites	2.097474120829213e+20	0.18764774232385198	0.03821245211576752
-7600	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_individual	1.671316256199048e+20	0.14952209377482964	0.030448572297550734
-7601	GBM_grid_1_AutoML_20190416_022142_model_7	heat_fuel_gas	1.4869102121912474e+20	0.13302445145099653	0.027089004207280137
-7602	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_stairway	1.2745850170872378e+20	0.11402905927710522	0.023220796122941346
-7603	GBM_grid_1_AutoML_20190416_022142_model_7	total_household_count_of_area_type	1.1943906851600466e+20	0.10685457965713362	0.021759790221465777
-7604	GBM_grid_1_AutoML_20190416_022142_model_7	floor	7.982032205188694e+19	0.0714101932217306	0.014541920703493767
-7605	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_corridor	7.573020036921138e+19	0.06775102006692438	0.01379676929783488
-7606	GBM_grid_1_AutoML_20190416_022142_model_7	heat_type_central	2.139024665242868e+19	0.019136500671063112	0.0038969433178381615
-7607	GBM_grid_1_AutoML_20190416_022142_model_7	front_door_structure_mixed	1.82511329836689e+18	0.0016328134231681998	0.0003325049583549739
-7608	GBM_grid_1_AutoML_20190416_020809_model_12	supply_area	1.295473802874517e+21	1.0	0.35971452031320317
-7609	GBM_grid_1_AutoML_20190416_020809_model_12	exclusive_use_area	5.5630264037131315e+20	0.42942021609154696	0.15446868704416286
-7610	GBM_grid_1_AutoML_20190416_020809_model_12	city	5.0762858002362296e+20	0.39184781575455235	0.1409533490799252
-7611	GBM_grid_1_AutoML_20190416_020809_model_12	apartment_building_count_in_sites	2.087310763107633e+20	0.16112334795779854	0.057958407821896825
-7612	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_gas	1.971062301413574e+20	0.15214991588714483	0.05473053400903851
-7613	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_cogeneration	1.880856432330366e+20	0.14518675932751	0.05222578548732373
-7614	GBM_grid_1_AutoML_20190416_020809_model_12	room_count	1.657565675821151e+20	0.12795053610062906	0.04602566571725497
-7615	GBM_grid_1_AutoML_20190416_020809_model_12	bathroom_count	1.471723229822824e+20	0.11360501667862588	0.040865374079725354
-7616	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_individual	1.3394676380469507e+20	0.10339596486434663	0.03719302990349926
-7617	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_district	6.366503497725326e+19	0.049144208733505376	0.017677885470744815
-7618	GBM_grid_1_AutoML_20190416_020809_model_12	total_parking_capacity_in_site	6.343840364053607e+19	0.04896926784607537	0.01761495669333977
-7619	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_in_sites	2.8739571488483443e+19	0.022184602594597765	0.007980123680654778
-7620	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_corridor	2.3950466074774864e+19	0.018487804247088097	0.006650331636385696
-7621	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_of_area_type	1.202526081645124e+19	0.009282519484198353	0.0033390570435563724
-7622	GBM_grid_1_AutoML_20190416_020809_model_12	floor	5.712883197528769e+18	0.004409879369889608	0.0015862976421789309
-7623	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_stairway	3.6589963014769213e+18	0.002824446386610059	0.0010159943771097973
-7624	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_central	0.0	0.0	0.0
-7625	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_mixed	0.0	0.0	0.0
-7626	GBM_grid_1_AutoML_20190416_015849_model_14	supply_area	9.754002505684589e+19	1.0	0.39374702786906185
-7627	GBM_grid_1_AutoML_20190416_015849_model_14	city	5.797444657700091e+19	0.5943657133901048	0.23402973311462844
-7628	GBM_grid_1_AutoML_20190416_015849_model_14	exclusive_use_area	5.290487553825597e+19	0.5423914491248413	0.2135650210344997
-7629	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_individual	1.7658876922198753e+19	0.18104236606364657	0.07128489355594354
-7630	GBM_grid_1_AutoML_20190416_015849_model_14	apartment_building_count_in_sites	1.5402566911816368e+19	0.15791022098712626	0.06217668018382772
-7631	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_of_area_type	6.241777427547161e+18	0.06399196046863306	0.025196644242038765
-7632	GBM_grid_1_AutoML_20190416_015849_model_14	floor	0.0	0.0	0.0
-7633	GBM_grid_1_AutoML_20190416_015849_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-7634	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_in_sites	0.0	0.0	0.0
-7635	GBM_grid_1_AutoML_20190416_015849_model_14	room_count	0.0	0.0	0.0
-7636	GBM_grid_1_AutoML_20190416_015849_model_14	bathroom_count	0.0	0.0	0.0
-7637	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_cogeneration	0.0	0.0	0.0
-7638	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_gas	0.0	0.0	0.0
-7639	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_central	0.0	0.0	0.0
-7640	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_district	0.0	0.0	0.0
-7641	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_corridor	0.0	0.0	0.0
-7642	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_mixed	0.0	0.0	0.0
-7643	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_stairway	0.0	0.0	0.0
-7644	GBM_grid_1_AutoML_20190416_020809_model_14	supply_area	9.722319858227898e+19	1.0	0.31571231746720185
-7645	GBM_grid_1_AutoML_20190416_020809_model_14	city	8.526192824305268e+19	0.8769710263224512	0.2768705550718515
-7646	GBM_grid_1_AutoML_20190416_020809_model_14	exclusive_use_area	6.72710988648237e+19	0.6919243539173715	0.21844904128724973
-7647	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_district	2.6720617451235574e+19	0.27483787656525405	0.08676970293818112
-7648	GBM_grid_1_AutoML_20190416_020809_model_14	apartment_building_count_in_sites	1.6793802064185524e+19	0.17273451510621823	0.05453441407075754
-7649	GBM_grid_1_AutoML_20190416_020809_model_14	floor	9.535666324491993e+18	0.09808015436173968	0.03096511283108572
-7650	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_in_sites	4.624045078879404e+18	0.04756112889009841	0.015015634223249256
-7651	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_cogeneration	5.18346065217323e+17	0.005331505985977741	0.0016832221104232914
-7652	GBM_grid_1_AutoML_20190416_020809_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-7653	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_of_area_type	0.0	0.0	0.0
-7654	GBM_grid_1_AutoML_20190416_020809_model_14	room_count	0.0	0.0	0.0
-7655	GBM_grid_1_AutoML_20190416_020809_model_14	bathroom_count	0.0	0.0	0.0
-7656	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_gas	0.0	0.0	0.0
-7657	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_central	0.0	0.0	0.0
-7658	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_individual	0.0	0.0	0.0
-7659	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_corridor	0.0	0.0	0.0
-7660	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_mixed	0.0	0.0	0.0
-7661	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_stairway	0.0	0.0	0.0
-7662	GBM_grid_1_AutoML_20190416_023844_model_66	supply_area	2.244380133299155e+20	1.0	0.22098364209646085
-7663	GBM_grid_1_AutoML_20190416_023844_model_66	room_count	1.7296442045604718e+20	0.770655638453705	0.17030228978767306
-7664	GBM_grid_1_AutoML_20190416_023844_model_66	exclusive_use_area	1.7066665226022787e+20	0.7604177640324871	0.16803988701074615
-7665	GBM_grid_1_AutoML_20190416_023844_model_66	total_parking_capacity_in_site	7.4245551808458e+19	0.33080649176536686	0.07310282337946367
-7666	GBM_grid_1_AutoML_20190416_023844_model_66	city	7.23974926644921e+19	0.3225723289488866	0.07128320809066259
-7667	GBM_grid_1_AutoML_20190416_023844_model_66	apartment_building_count_in_sites	5.796709744128085e+19	0.2582766465503835	0.05707491402316407
-7668	GBM_grid_1_AutoML_20190416_023844_model_66	heat_fuel_gas	5.285412647956434e+19	0.2354954300984243	0.052040637840222316
-7669	GBM_grid_1_AutoML_20190416_023844_model_66	heat_fuel_cogeneration	4.417943713324886e+19	0.1968447166225212	0.04349946240669048
-7670	GBM_grid_1_AutoML_20190416_023844_model_66	total_household_count_of_area_type	3.781290856665842e+19	0.16847818248629234	0.03723092237961304
-7671	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_district	3.289002117515182e+19	0.1465438972978464	0.03238380415188781
-7672	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_individual	2.590669957072788e+19	0.11542919662475357	0.025507964274406547
-7673	GBM_grid_1_AutoML_20190416_023844_model_66	total_household_count_in_sites	1.411468915099304e+19	0.06288903088018771	0.013897447091820678
-7674	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_stairway	1.2358671224899895e+19	0.05506496444848275	0.012168456395737853
-7675	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_corridor	1.1525376650975904e+19	0.05135215946700628	0.0113479872285373
-7676	GBM_grid_1_AutoML_20190416_023844_model_66	floor	8.296276476697772e+18	0.03696466723086946	0.008168586793561233
-7677	GBM_grid_1_AutoML_20190416_023844_model_66	heat_type_central	3.0143617050827817e+18	0.013430709265153681	0.002967967049352342
-7678	GBM_grid_1_AutoML_20190416_023844_model_66	bathroom_count	0.0	0.0	0.0
-7679	GBM_grid_1_AutoML_20190416_023844_model_66	front_door_structure_mixed	0.0	0.0	0.0
-7680	GLM_grid_1_AutoML_20190416_020809_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-7681	GLM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7682	GLM_grid_1_AutoML_20190416_020809_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-7683	GLM_grid_1_AutoML_20190416_020809_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-7684	GLM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7685	GLM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7686	GLM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7687	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7688	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7689	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7690	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7691	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7692	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7693	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7694	GLM_grid_1_AutoML_20190416_020809_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7695	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7696	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7697	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
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-7700	GLM_grid_1_AutoML_20190416_022142_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
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-7703	GLM_grid_1_AutoML_20190416_022142_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7704	GLM_grid_1_AutoML_20190416_022142_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7705	GLM_grid_1_AutoML_20190416_022142_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
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-7708	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7709	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7710	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7711	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7712	GLM_grid_1_AutoML_20190416_022142_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7713	GLM_grid_1_AutoML_20190416_022142_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7714	GLM_grid_1_AutoML_20190416_022142_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7715	GLM_grid_1_AutoML_20190416_022142_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-7716	GLM_grid_1_AutoML_20190416_023643_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-7717	GLM_grid_1_AutoML_20190416_023643_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7718	GLM_grid_1_AutoML_20190416_023643_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-7719	GLM_grid_1_AutoML_20190416_023643_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-7720	GLM_grid_1_AutoML_20190416_023643_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7721	GLM_grid_1_AutoML_20190416_023643_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7722	GLM_grid_1_AutoML_20190416_023643_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7723	GLM_grid_1_AutoML_20190416_023643_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7724	GLM_grid_1_AutoML_20190416_023643_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7725	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7726	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7727	GLM_grid_1_AutoML_20190416_023643_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7728	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7729	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7730	GLM_grid_1_AutoML_20190416_023643_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7731	GLM_grid_1_AutoML_20190416_023643_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7732	GLM_grid_1_AutoML_20190416_023643_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7733	GLM_grid_1_AutoML_20190416_023643_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
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-7735	GLM_grid_1_AutoML_20190416_023844_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7736	GLM_grid_1_AutoML_20190416_023844_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
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-7738	GLM_grid_1_AutoML_20190416_023844_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7739	GLM_grid_1_AutoML_20190416_023844_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7740	GLM_grid_1_AutoML_20190416_023844_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7741	GLM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7742	GLM_grid_1_AutoML_20190416_023844_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7743	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7744	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7745	GLM_grid_1_AutoML_20190416_023844_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7746	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7747	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7748	GLM_grid_1_AutoML_20190416_023844_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7749	GLM_grid_1_AutoML_20190416_023844_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7750	GLM_grid_1_AutoML_20190416_023844_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7751	GLM_grid_1_AutoML_20190416_023844_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-7752	GLM_grid_1_AutoML_20190416_021340_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-7753	GLM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7754	GLM_grid_1_AutoML_20190416_021340_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-7755	GLM_grid_1_AutoML_20190416_021340_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-7756	GLM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7757	GLM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7758	GLM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7759	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7760	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7761	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7762	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7763	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7764	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7765	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7766	GLM_grid_1_AutoML_20190416_021340_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7767	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7768	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7769	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-7770	GLM_grid_1_AutoML_20190416_015849_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-7771	GLM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7772	GLM_grid_1_AutoML_20190416_015849_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-7773	GLM_grid_1_AutoML_20190416_015849_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-7774	GLM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7775	GLM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7776	GLM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7777	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7778	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7779	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7780	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7781	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7782	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7783	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7784	GLM_grid_1_AutoML_20190416_015849_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7785	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7786	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7787	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-7788	GLM_grid_1_AutoML_20190416_030706_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-7789	GLM_grid_1_AutoML_20190416_030706_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-7790	GLM_grid_1_AutoML_20190416_030706_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-7791	GLM_grid_1_AutoML_20190416_030706_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-7792	GLM_grid_1_AutoML_20190416_030706_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-7793	GLM_grid_1_AutoML_20190416_030706_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-7794	GLM_grid_1_AutoML_20190416_030706_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-7795	GLM_grid_1_AutoML_20190416_030706_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-7796	GLM_grid_1_AutoML_20190416_030706_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-7797	GLM_grid_1_AutoML_20190416_030706_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-7798	GLM_grid_1_AutoML_20190416_030706_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-7799	GLM_grid_1_AutoML_20190416_030706_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-7800	GLM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-7801	GLM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-7802	GLM_grid_1_AutoML_20190416_030706_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-7803	GLM_grid_1_AutoML_20190416_030706_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-7804	GLM_grid_1_AutoML_20190416_030706_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-7805	GLM_grid_1_AutoML_20190416_030706_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-7806	XGBoost_grid_1_AutoML_20190416_015849_model_2	supply_area	4.933924201265281e+20	1.0	0.2917664813628233
-7807	XGBoost_grid_1_AutoML_20190416_015849_model_2	city	4.318859155905991e+20	0.8753395836114467	0.2553947503079107
-7808	XGBoost_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	4.080034675041417e+20	0.8269350133095097	0.24127191914903512
-7809	XGBoost_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	8.116474329768028e+19	0.16450342564416773	0.04799658567232965
-7810	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	6.831497080618772e+19	0.13845970878245084	0.04039790204197689
-7811	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	6.3661424181067645e+19	0.1290279736456875	0.037646037867977336
-7812	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	3.721253123742761e+19	0.07542177325684216	0.022005545401293524
-7813	XGBoost_grid_1_AutoML_20190416_015849_model_2	bathroom_count	2.4492344987361477e+19	0.04964069975189431	0.014483492298998578
-7814	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.866385803777671e+19	0.037827614037910136	0.011036829846191983
-7815	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	1.7386246417021927e+19	0.035238170891566	0.010281317130694075
-7816	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	1.1003572621689225e+19	0.022301867991541928	0.006506937551710364
-7817	XGBoost_grid_1_AutoML_20190416_015849_model_2	floor	1.058001105585596e+19	0.021443400069143272	0.006256465386629255
-7818	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_district	1.0114161173306802e+19	0.02049922285128149	0.005980986121990783
-7819	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	5.191425514404839e+18	0.010521899613037271	0.003069937627348737
-7820	XGBoost_grid_1_AutoML_20190416_015849_model_2	room_count	3.9228153204687503e+18	0.007950700417048895	0.0023197478850522876
-7821	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_central	3.12812047662737e+18	0.006340025401738394	0.0018498069032161315
-7822	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.1244616612207657e+18	0.004305825494189712	0.0012562955538020718
-7823	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	8.099496743235748e+17	0.0016415932658954654	0.00047896189101922555
-7824	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	1.3056054067002868e+20	1.0	0.19320784828412976
-7825	GBM_grid_1_AutoML_20190416_015849_model_4	supply_area	1.0296593022196698e+20	0.7886450967003671	0.15237242219330738
-7826	GBM_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.673413912827265e+19	0.6643212312323339	0.12835207565586304
-7827	GBM_grid_1_AutoML_20190416_015849_model_4	floor	8.23772231481405e+19	0.6309503830589674	0.12190456588487054
-7828	GBM_grid_1_AutoML_20190416_015849_model_4	city	5.286245637965637e+19	0.40488846100337433	0.07822762834553473
-7829	GBM_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	4.382566706798867e+19	0.3356731432259551	0.0648546857294573
-7830	GBM_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	3.908273014753041e+19	0.2993456518099591	0.057835929279412515
-7831	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	2.9949073861455643e+19	0.2293884025583751	0.044319639679637424
-7832	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	1.8354990927883272e+19	0.14058605175565747	0.027162328558471883
-7833	GBM_grid_1_AutoML_20190416_015849_model_4	room_count	1.7989867305554674e+19	0.13778946696476424	0.02662200642847928
-7834	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	1.7588279479602512e+19	0.13471359255515136	0.026027723352205757
-7835	GBM_grid_1_AutoML_20190416_015849_model_4	bathroom_count	9.255008284920775e+18	0.07088671843287904	0.013695870340339518
-7836	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	8.828955775494783e+18	0.06762346211332401	0.013065383608438704
-7837	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_central	8.757136775480082e+18	0.06707338013873866	0.012959103453749182
-7838	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.315631729637327e+18	0.06369176848504161	0.012305749542405839
-7839	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	6.827814926128513e+18	0.05229616001196522	0.010104028549434351
-7840	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	5.869667508335673e+18	0.04495743873465061	0.008686130002287434
-7841	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_district	5.606631891378635e+18	0.04294277476644738	0.008296881111975322
-7842	XGBoost_grid_1_AutoML_20190416_030706_model_1	city	3.7619130637379174e+20	1.0	0.2753656614505713
-7843	XGBoost_grid_1_AutoML_20190416_030706_model_1	supply_area	3.626316012144768e+20	0.9639552936775159	0.26544018705228883
-7844	XGBoost_grid_1_AutoML_20190416_030706_model_1	exclusive_use_area	2.514950241646459e+20	0.6685296015712683	0.18409009593595915
-7845	XGBoost_grid_1_AutoML_20190416_030706_model_1	total_parking_capacity_in_site	8.336096939565122e+19	0.2215919612794613	0.061018816989848235
-7846	XGBoost_grid_1_AutoML_20190416_030706_model_1	apartment_building_count_in_sites	8.13674668535631e+19	0.21629278900112234	0.0595596069102829
-7847	XGBoost_grid_1_AutoML_20190416_030706_model_1	total_household_count_in_sites	4.177422905920979e+19	0.11104517396184063	0.030578027778896
-7848	XGBoost_grid_1_AutoML_20190416_030706_model_1	total_household_count_of_area_type	3.576539801341395e+19	0.09507236719042275	0.02617966527706235
-7849	XGBoost_grid_1_AutoML_20190416_030706_model_1	heat_fuel_cogeneration	3.500058872024924e+19	0.09303933431537598	0.025619837834674343
-7850	XGBoost_grid_1_AutoML_20190416_030706_model_1	room_count	2.18384955528404e+19	0.05805156893004115	0.015985408676664214
-7851	XGBoost_grid_1_AutoML_20190416_030706_model_1	floor	1.6486963553245331e+19	0.04382600893191171	0.012068177938274513
-7852	XGBoost_grid_1_AutoML_20190416_030706_model_1	bathroom_count	1.4606269804655411e+19	0.03882670746820052	0.010691541983928873
-7853	XGBoost_grid_1_AutoML_20190416_030706_model_1	heat_type_individual	1.2699964032208077e+19	0.03375932355967078	0.0092961584621326
-7854	XGBoost_grid_1_AutoML_20190416_030706_model_1	heat_type_district	1.1146575103997772e+19	0.029630070964272354	0.008159104089904223
-7855	XGBoost_grid_1_AutoML_20190416_030706_model_1	heat_fuel_gas	8.832132264587428e+18	0.02347776813271605	0.006464971151248499
-7856	XGBoost_grid_1_AutoML_20190416_030706_model_1	heat_type_central	4.280309431612211e+18	0.011378012620417134	0.003133113971214112
-7857	XGBoost_grid_1_AutoML_20190416_030706_model_1	front_door_structure_corridor	4.117150152387461e+18	0.010944299037832023	0.0030136841436654662
-7858	XGBoost_grid_1_AutoML_20190416_030706_model_1	front_door_structure_stairway	3.1092792453738004e+18	0.008265154437897493	0.002275939718782768
-7859	XGBoost_grid_1_AutoML_20190416_030706_model_1	front_door_structure_mixed	1.4481218224059843e+18	0.0038494292607790873	0.0010600006346016169
-7860	XGBoost_grid_1_AutoML_20190416_021340_model_2	supply_area	4.975218339567339e+20	1.0	0.27265847257280296
-7861	XGBoost_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	4.535151916728598e+20	0.9115483195302319	0.24854137247941835
-7862	XGBoost_grid_1_AutoML_20190416_021340_model_2	city	4.4973164022028724e+20	0.9039435247366397	0.24646786074676794
-7863	XGBoost_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	1.1001703671824332e+20	0.22113006748526087	0.06029298644045207
-7864	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	8.64608269258866e+19	0.17378298001169837	0.04738340188913963
-7865	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	6.948710297795507e+19	0.13966643920997826	0.03808123798467491
-7866	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	4.795363394089229e+19	0.09638498386999934	0.026280182480948273
-7867	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	3.7283027524954096e+19	0.0749374700371368	0.02043233611879591
-7868	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	3.041983416293445e+19	0.061142711910769844	0.016671078438549432
-7869	XGBoost_grid_1_AutoML_20190416_021340_model_2	floor	1.9605022398966923e+19	0.039405350802497324	0.010744202761004396
-7870	XGBoost_grid_1_AutoML_20190416_021340_model_2	bathroom_count	9.058068709955863e+18	0.01820637425682022	0.004964122195953402
-7871	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	6.729286589651878e+18	0.013525610597096083	0.0036878723260187355
-7872	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	3.1249772477614653e+18	0.006281085641827779	0.001712591217199726
-7873	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.8678899356844687e+18	0.0037543878644065833	0.0010236656605549666
-7874	XGBoost_grid_1_AutoML_20190416_021340_model_2	room_count	9.728950298172457e+17	0.0019554820782033294	0.0005331787565864102
-7875	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_district	8.698297647670231e+17	0.0017483248078770074	0.000476695571676884
-7876	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	8.894052636295168e+16	0.00017876708174919263	4.874235945603226e-05
-7877	XGBoost_grid_1_AutoML_20190416_030706_model_10	city	6.200491931406497e+20	1.0	0.28018836583240103
-7878	XGBoost_grid_1_AutoML_20190416_030706_model_10	supply_area	5.7097997711002986e+20	0.9208623822537751	0.2580149260402171
-7879	XGBoost_grid_1_AutoML_20190416_030706_model_10	exclusive_use_area	5.325507263053053e+20	0.8588846372137823	0.24064948293948427
-7880	XGBoost_grid_1_AutoML_20190416_030706_model_10	apartment_building_count_in_sites	1.1581909800536611e+20	0.1867901761450952	0.05233643420764056
-7881	XGBoost_grid_1_AutoML_20190416_030706_model_10	heat_fuel_cogeneration	8.404197171352358e+19	0.1355408129600772	0.03797695888687915
-7882	XGBoost_grid_1_AutoML_20190416_030706_model_10	total_parking_capacity_in_site	8.312374756293529e+19	0.1340599237649194	0.03756203096330903
-7883	XGBoost_grid_1_AutoML_20190416_030706_model_10	total_household_count_in_sites	5.212668518858123e+19	0.08406862836890588	0.02355505160045517
-7884	XGBoost_grid_1_AutoML_20190416_030706_model_10	heat_type_individual	3.4398988734088348e+19	0.05547783807257597	0.015544244789469622
-7885	XGBoost_grid_1_AutoML_20190416_030706_model_10	total_household_count_of_area_type	2.685396402242899e+19	0.04330940886546325	0.01213479249518145
-7886	XGBoost_grid_1_AutoML_20190416_030706_model_10	room_count	1.907039146703061e+19	0.03075625559713413	0.00861754499488465
-7887	XGBoost_grid_1_AutoML_20190416_030706_model_10	heat_fuel_gas	1.8343264636373041e+19	0.029583563432219677	0.008288970293572808
-7888	XGBoost_grid_1_AutoML_20190416_030706_model_10	floor	1.75442011579566e+19	0.02829485362135926	0.007927888797635646
-7889	XGBoost_grid_1_AutoML_20190416_030706_model_10	bathroom_count	1.6957838203933426e+19	0.02734918195448207	0.007662922598679323
-7890	XGBoost_grid_1_AutoML_20190416_030706_model_10	heat_type_district	9.577253152789365e+18	0.015445956963961237	0.004327777440449893
-7891	XGBoost_grid_1_AutoML_20190416_030706_model_10	front_door_structure_corridor	7.433072437719204e+18	0.011987875349163003	0.0033588632038845053
-7892	XGBoost_grid_1_AutoML_20190416_030706_model_10	front_door_structure_stairway	3.142856681218638e+18	0.005068721507884817	0.0014201967961537903
-7893	XGBoost_grid_1_AutoML_20190416_030706_model_10	heat_type_central	9.594301355455939e+17	0.001547345188348564	0.00043354811970201297
-7894	XGBoost_grid_1_AutoML_20190416_021340_model_13	city	1.5938508241710665e+20	1.0	0.5436907761741018
-7895	XGBoost_grid_1_AutoML_20190416_021340_model_13	supply_area	8.691876032471577e+19	0.545338114499647	0.29649530274963426
-7896	XGBoost_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	4.409797651577019e+19	0.2766756828620066	0.150426016763744
-7897	XGBoost_grid_1_AutoML_20190416_021340_model_13	bathroom_count	1.9094499633859133e+18	0.011980104627288343	0.0065134723834573485
-7898	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	3.9575271774355456e+17	0.0024829972274813014	0.0013499826898474517
-7899	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	3.4796306331756134e+17	0.0021831595406585857	0.001186963705172562
-7900	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	9.89352073185198e+16	0.0006207306594704323	0.0003374855340425414
-7901	XGBoost_grid_1_AutoML_20190416_022142_model_19	city	6.601075859262034e+20	1.0	0.28864495123773165
-7902	XGBoost_grid_1_AutoML_20190416_022142_model_19	supply_area	5.70130450445945e+20	0.8636932260761545	0.24930068912511072
-7903	XGBoost_grid_1_AutoML_20190416_022142_model_19	exclusive_use_area	5.6597169284941716e+20	0.8573931051789031	0.24748219103593178
-7904	XGBoost_grid_1_AutoML_20190416_022142_model_19	apartment_building_count_in_sites	1.3204327168250321e+20	0.2000329559873668	0.05773850282691281
-7905	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_parking_capacity_in_site	8.161887678432385e+19	0.12364480961054797	0.03568945004083523
-7906	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_in_sites	6.161707142521815e+19	0.09334398322170867	0.02694326948536574
-7907	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_cogeneration	6.1484149265513054e+19	0.09314261883423751	0.02688514667156311
-7908	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_individual	3.967835758652922e+19	0.06010892532140216	0.017350137818348578
-7909	XGBoost_grid_1_AutoML_20190416_022142_model_19	bathroom_count	3.126072306367149e+19	0.04735701229642629	0.013669362505066623
-7910	XGBoost_grid_1_AutoML_20190416_022142_model_19	total_household_count_of_area_type	3.0431176724886585e+19	0.04610032875502908	0.013306627145538766
-7911	XGBoost_grid_1_AutoML_20190416_022142_model_19	floor	1.785504079171027e+19	0.027048682930461535	0.0078074657655079335
-7912	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_fuel_gas	1.3534768235597005e+19	0.02050388228247103	0.00591834210160804
-7913	XGBoost_grid_1_AutoML_20190416_022142_model_19	room_count	6.916839084094652e+18	0.01047835115300117	0.0030245231576098517
-7914	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_district	4.417273121183105e+18	0.006691747247511458	0.0019315390579531695
-7915	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_stairway	4.331478228867744e+18	0.006561776172879765	0.001894023563453789
-7916	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_corridor	4.198788615871922e+18	0.0063607640714817126	0.0018360024352475541
-7917	XGBoost_grid_1_AutoML_20190416_022142_model_19	heat_type_central	1.1670129830673777e+18	0.0017679133037532516	0.0005102992493543943
-7918	XGBoost_grid_1_AutoML_20190416_022142_model_19	front_door_structure_mixed	1.5431391433772237e+17	0.00023377085436944797	6.747677686027217e-05
-7919	XGBoost_grid_1_AutoML_20190416_023844_model_10	city	4.988849820845715e+20	1.0	0.29489645315528545
-7920	XGBoost_grid_1_AutoML_20190416_023844_model_10	supply_area	4.405573503824964e+20	0.8830840097483885	0.2604183423129473
-7921	XGBoost_grid_1_AutoML_20190416_023844_model_10	exclusive_use_area	4.0170472602842694e+20	0.8052050882548506	0.23745212458894405
-7922	XGBoost_grid_1_AutoML_20190416_023844_model_10	apartment_building_count_in_sites	8.744621804279248e+19	0.17528332417905598	0.0516904305976717
-7923	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_parking_capacity_in_site	6.4995949822211e+19	0.130282434140687	0.03841982773652567
-7924	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_fuel_cogeneration	3.919955545700486e+19	0.07857433449532003	0.023171292551706874
-7925	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_individual	3.4417020724783874e+19	0.06898788690927053	0.02034428316022183
-7926	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_household_count_in_sites	3.42024158462513e+19	0.06855771785981177	0.020217427833279258
-7927	XGBoost_grid_1_AutoML_20190416_023844_model_10	bathroom_count	2.2116944673551417e+19	0.044332752974716984	0.013073571610853471
-7928	XGBoost_grid_1_AutoML_20190416_023844_model_10	total_household_count_of_area_type	1.6600574990231798e+19	0.03327535521487727	0.009812784230349538
-7929	XGBoost_grid_1_AutoML_20190416_023844_model_10	floor	1.405277235269809e+19	0.028168361160079678	0.0083067497973046
-7930	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_fuel_gas	1.3947230231547871e+19	0.02795680514027484	0.008244362677420505
-7931	XGBoost_grid_1_AutoML_20190416_023844_model_10	room_count	1.1606677839268545e+19	0.023265237992874613	0.006860836165912316
-7932	XGBoost_grid_1_AutoML_20190416_023844_model_10	front_door_structure_corridor	5.222440538401145e+18	0.010468225594964554	0.003087042598784425
-7933	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_district	2.896653487771222e+18	0.005806255132531086	0.0017122440446980891
-7934	XGBoost_grid_1_AutoML_20190416_023844_model_10	heat_type_central	2.176102698720428e+18	0.004361932663572408	0.0012863184713896901
-7935	XGBoost_grid_1_AutoML_20190416_023844_model_10	front_door_structure_stairway	1.701724866547286e+18	0.0034110565113359293	0.0010059084667052073
diff --git a/DS/result/2000/leaderboard.csv b/DS/result/2000/leaderboard.csv
deleted file mode 100644
index fd418a5..0000000
--- a/DS/result/2000/leaderboard.csv
+++ /dev/null
@@ -1,445 +0,0 @@
-	model_id	mean_residual_deviance	rmse	mse	mae	rmsle	system_date	runtime
-0	GBM_1_AutoML_20190416_015849	25146739460939084	158577235.00218776	25146739460939084	96028946.2887346	0.3325625379269681	2019-04-16	2000
-1	XGBoost_grid_1_AutoML_20190416_030706_model_15	25278240654582092	158991322.57636607	25278240654582092	93743240.60828668	0.3242221755141184	2019-04-16	2000
-2	GBM_grid_1_AutoML_20190416_030706_model_65	25279444873904156	158995109.5911574	25279444873904156	95620994.82447384	0.3286740806521549	2019-04-16	2000
-3	XGBoost_grid_1_AutoML_20190416_021340_model_7	25287291314391604	159019782.77683443	25287291314391604	94756821.10638298	0.3265109694820456	2019-04-16	2000
-4	XGBoost_grid_1_AutoML_20190416_030706_model_17	25287397868345760	159020117.81012413	25287397868345760	93377506.89630459	0.3263922157640705	2019-04-16	2000
-5	XGBoost_grid_1_AutoML_20190416_030706_model_8	25339304101179668	159183240.64165697	25339304101179668	93305215.2618141	0.3282217116619308	2019-04-16	2000
-6	XGBoost_1_AutoML_20190416_023643	25390018062395390	159342455.30427662	25390018062395390	95017086.1643897	0.32542248561132664	2019-04-16	2000
-7	XGBoost_1_AutoML_20190416_015849	25430683883193010	159470009.35346118	25430683883193010	94624321.24165732	0.3254745865205184	2019-04-16	2000
-8	XGBoost_grid_1_AutoML_20190416_023643_model_1	25436478336570268	159488176.16541442	25436478336570268	93492665.80694291	0.3256016072894893	2019-04-16	2000
-9	XGBoost_1_AutoML_20190416_021340	25444619375119092	159513696.5126164	25444619375119092	94909111.0844345	0.3247477245623427	2019-04-16	2000
-10	XGBoost_grid_1_AutoML_20190416_022142_model_9	25445077879451860	159515133.70038548	25445077879451860	93976353.33303472	0.32974511411594026	2019-04-16	2000
-11	GBM_grid_1_AutoML_20190416_030706_model_41	25470423423741584	159594559.50545928	25470423423741584	94779679.1114534	0.32719620110517544	2019-04-16	2000
-12	GBM_grid_1_AutoML_20190416_023844_model_54	25498712284597024	159683162.18248254	25498712284597024	94706721.71116844	0.3302337330210292	2019-04-16	2000
-13	XGBoost_grid_1_AutoML_20190416_030706_model_3	25503766563972504	159698987.36051053	25503766563972504	93994362.22709966	0.3267050168345966	2019-04-16	2000
-14	GBM_1_AutoML_20190416_030706	25524847720216708	159764976.51305404	25524847720216708	97018563.6605404	0.3317675981579662	2019-04-16	2000
-15	XGBoost_grid_1_AutoML_20190416_022142_model_3	25605051932525788	160015786.51034963	25605051932525788	93655971.06203808	0.3230117653534213	2019-04-16	2000
-16	XGBoost_grid_1_AutoML_20190416_020809_model_4	25650591781436650	160158021.2834707	25650591781436650	94959937.13863382	0.3256110044640297	2019-04-16	2000
-17	XGBoost_grid_1_AutoML_20190416_022142_model_14	25668110357786624	160212703.48441982	25668110357786624	95048095.65778276	0.32606671705433715	2019-04-16	2000
-18	XGBoost_grid_1_AutoML_20190416_022142_model_16	25781216032985580	160565301.4601398	25781216032985580	93900215.69540872	0.3268410911874458	2019-04-16	2000
-19	XGBoost_grid_1_AutoML_20190416_030706_model_16	25839854252070812	160747797.03644717	25839854252070812	97878228.9926092	0.33345513816564426	2019-04-16	2000
-20	XGBoost_grid_1_AutoML_20190416_023844_model_6	25899491263707040	160933188.81979266	25899491263707040	94963875.85397536	0.3268196866884665	2019-04-16	2000
-21	XGBoost_1_AutoML_20190416_022142	25937422774155144	161050994.32836527	25937422774155144	94928749.03740202	0.3254774090437719	2019-04-16	2000
-22	GBM_1_AutoML_20190416_020809	25964562050560844	161135229.07967967	25964562050560844	97608203.53054428	0.334991125349722	2019-04-16	2000
-23	XGBoost_grid_1_AutoML_20190416_030706_model_24	25968077616236664	161146137.45366862	25968077616236664	94307047.02709968	0.3290149019617756	2019-04-16	2000
-24	XGBoost_grid_1_AutoML_20190416_023844_model_1	25985749054649596	161200958.60338297	25985749054649596	95320924.59216124	0.3255264177462727	2019-04-16	2000
-25	GBM_grid_1_AutoML_20190416_021340_model_9	25998652512830424	161240976.53149593	25998652512830424	95539592.52258098	0.32993690143952065	2019-04-16	2000
-26	GBM_grid_1_AutoML_20190416_023844_model_36	26074913780101628	161477285.64755362	26074913780101628	97672330.57122529	0.3339226827371736	2019-04-16	2000
-27	XGBoost_grid_1_AutoML_20190416_023844_model_3	26075074113524544	161477782.10492158	26075074113524544	94100806.25487122	0.3250469935194902	2019-04-16	2000
-28	XGBoost_grid_1_AutoML_20190416_030706_model_27	26080049564418556	161493187.36224928	26080049564418556	94572789.606271	0.3258648423078483	2019-04-16	2000
-29	XGBoost_1_AutoML_20190416_020809	26088676862485030	161519896.18150768	26088676862485030	95505214.75117579	0.3253468369950239	2019-04-16	2000
-30	XGBoost_grid_1_AutoML_20190416_022142_model_6	26096871388238400	161545261.11352938	26096871388238400	95137034.78701007	0.3340204303048377	2019-04-16	2000
-31	XGBoost_grid_1_AutoML_20190416_023844_model_12	26124760363642532	161631557.44978312	26124760363642532	94286085.69406494	0.3273746286909312	2019-04-16	2000
-32	XGBoost_1_AutoML_20190416_030706	26139522374039856	161677216.62015292	26139522374039856	95172125.58297873	0.3256796550970548	2019-04-16	2000
-33	XGBoost_grid_1_AutoML_20190416_021340_model_6	26163254415399372	161750593.24589622	26163254415399372	94258641.51847704	0.32168225280342155	2019-04-16	2000
-34	GBM_1_AutoML_20190416_022142	26185054804729228	161817968.1145738	26185054804729228	96979410.08741993	0.3323503737004983	2019-04-16	2000
-35	XGBoost_2_AutoML_20190416_021340	26203618972139588	161875319.21864924	26203618972139588	95122340.0206047	0.325948763409034	2019-04-16	2000
-36	XGBoost_grid_1_AutoML_20190416_020809_model_7	26209289749989464	161892834.15268713	26209289749989464	94906747.54580069	0.3272081282103748	2019-04-16	2000
-37	GBM_1_AutoML_20190416_023643	26222466048864400	161933523.54859817	26222466048864400	97272612.9104713	0.3321645600514707	2019-04-16	2000
-38	XGBoost_2_AutoML_20190416_030706	26229552890586410	161955404.01785427	26229552890586410	95039627.13818587	0.3252756722974417	2019-04-16	2000
-39	XGBoost_grid_1_AutoML_20190416_021340_model_8	26235333407713864	161973249.04969296	26235333407713864	95147860.00985442	0.32372215750963346	2019-04-16	2000
-40	XGBoost_grid_1_AutoML_20190416_030706_model_20	26252274488429240	162025536.53183573	26252274488429240	92481009.93057112	0.3186803057461536	2019-04-16	2000
-41	XGBoost_grid_1_AutoML_20190416_022142_model_1	26278270712274140	162105739.2946781	26278270712274140	93395943.42665172	0.3224053100418281	2019-04-16	2000
-42	XGBoost_grid_1_AutoML_20190416_030706_model_4	26283366014301324	162121454.51574668	26283366014301324	92868722.94557673	0.32329200586726303	2019-04-16	2000
-43	GBM_grid_1_AutoML_20190416_022142_model_19	26309762802019320	162202844.61753228	26309762802019320	96519483.71982668	0.33907219338637506	2019-04-16	2000
-44	GBM_grid_1_AutoML_20190416_030706_model_31	26354961539631704	162342112.64989656	26354961539631704	96744032.0257475	0.3348206961348532	2019-04-16	2000
-45	XGBoost_grid_1_AutoML_20190416_030706_model_13	26373153912624416	162398133.9567189	26373153912624416	95621780.94602464	0.3270031263568167	2019-04-16	2000
-46	XGBoost_2_AutoML_20190416_015849	26397458426429430	162472946.7524653	26397458426429430	94996162.43673012	0.3265386957777082	2019-04-16	2000
-47	XGBoost_grid_1_AutoML_20190416_030706_model_12	26418350514566470	162537228.08811054	26418350514566470	96115787.14714444	0.32698593185096503	2019-04-16	2000
-48	XGBoost_2_AutoML_20190416_023844	26420210927983480	162542951.02520895	26420210927983480	95365306.79417694	0.3271295747028384	2019-04-16	2000
-49	XGBoost_2_AutoML_20190416_022142	26421353457477156	162546465.5336349	26421353457477156	95198321.3912654	0.3256217615277969	2019-04-16	2000
-50	GBM_grid_1_AutoML_20190416_022142_model_22	26421406078199136	162546627.39718452	26421406078199136	95522427.40957417	0.3279514930585443	2019-04-16	2000
-51	XGBoost_1_AutoML_20190416_023844	26422382255336908	162549630.12980655	26422382255336908	95688616.65218364	0.3275281336221339	2019-04-16	2000
-52	GBM_1_AutoML_20190416_023844	26434133035086560	162585771.31805402	26434133035086560	97565813.36519524	0.3323587902012228	2019-04-16	2000
-53	XGBoost_grid_1_AutoML_20190416_023844_model_11	26446023540757612	162622334.07732657	26446023540757612	97014569.1681971	0.3305761252811625	2019-04-16	2000
-54	XGBoost_2_AutoML_20190416_023643	26462433984366080	162672781.94082156	26462433984366080	95064362.3131019	0.3260678866695132	2019-04-16	2000
-55	GBM_grid_1_AutoML_20190416_023844_model_57	26470402339927000	162697272.0727886	26470402339927000	95492859.30934404	0.32677317147372026	2019-04-16	2000
-56	GBM_1_AutoML_20190416_021340	26478298633983372	162721537.09322983	26478298633983372	97863201.38082694	0.3335275140291422	2019-04-16	2000
-57	XGBoost_grid_1_AutoML_20190416_023844_model_9	26531906190767484	162886175.5667665	26531906190767484	98835793.50324748	0.33497712335227225	2019-04-16	2000
-58	XGBoost_grid_1_AutoML_20190416_023844_model_4	26582238344449570	163040603.36140063	26582238344449570	99214116.59484884	0.33728512417795153	2019-04-16	2000
-59	GBM_grid_1_AutoML_20190416_030706_model_1	26585615898998116	163050961.04898652	26585615898998116	97341135.20327006	0.3529292508263595	2019-04-16	2000
-60	XGBoost_grid_1_AutoML_20190416_015849_model_3	26628202489753070	163181501.67758927	26628202489753070	95208478.14199328	0.32646039058643644	2019-04-16	2000
-61	GBM_grid_1_AutoML_20190416_030706_model_45	26629886287262420	163186660.87417322	26629886287262420	97721169.85768814	0.3442954656336651	2019-04-16	2000
-62	XRT_1_AutoML_20190416_030706	26649451048760930	163246595.82594955	26649451048760930	97085895.97679584	0.333805942077606	2019-04-16	2000
-63	XGBoost_grid_1_AutoML_20190416_022142_model_20	26664820967957708	163293664.81268558	26664820967957708	94962004.59932809	0.3231620456822121	2019-04-16	2000
-64	XGBoost_grid_1_AutoML_20190416_022142_model_2	26722293557990950	163469549.32950342	26722293557990950	98778375.09070548	0.33505927413311354	2019-04-16	2000
-65	GBM_grid_1_AutoML_20190416_021340_model_7	26741315355422980	163527720.44954023	26741315355422980	98155567.38730218	0.3585041456238243	2019-04-16	2000
-66	GBM_4_AutoML_20190416_030706	26753017452769704	163563496.7001186	26753017452769704	97445151.24955456	0.32905527201052354	2019-04-16	2000
-67	GBM_4_AutoML_20190416_023643	26786040657774400	163664414.7570705	26786040657774400	97966317.246487	0.3331412341024153	2019-04-16	2000
-68	GBM_2_AutoML_20190416_020809	26790696006005864	163678636.37630248	26790696006005864	99095111.83379896	0.3348152369491441	2019-04-16	2000
-69	GBM_grid_1_AutoML_20190416_015849_model_7	26802014565231010	163713208.27969566	26802014565231010	97371084.02584428	0.3566645052432887	2019-04-16	2000
-70	XGBoost_grid_1_AutoML_20190416_022142_model_5	26804418077306000	163720548.7326072	26804418077306000	98964168.75162372	0.3355735316611883	2019-04-16	2000
-71	GBM_grid_1_AutoML_20190416_030706_model_58	26816699374968964	163758051.32868725	26816699374968964	97818624.72653648	0.339562481654108	2019-04-16	2000
-72	GBM_grid_1_AutoML_20190416_022142_model_30	26835445213947980	163815277.71837392	26835445213947980	97936298.37825678	0.3452055646248053	2019-04-16	2000
-73	DRF_1_AutoML_20190416_021340	26864263925279030	163903215.11574757	26864263925279030	98306040.955153	0.3352818522137272	2019-04-16	2000
-74	GBM_2_AutoML_20190416_022142	26888807261380156	163978069.4525343	26888807261380156	99314990.16468146	0.3343451611924603	2019-04-16	2000
-75	GBM_4_AutoML_20190416_015849	26926564934872772	164093159.3177265	26926564934872772	97925160.3329406	0.33285590174880264	2019-04-16	2000
-76	XGBoost_2_AutoML_20190416_020809	26952706603932320	164172794.9568147	26952706603932320	95513126.26830909	0.32517140178330245	2019-04-16	2000
-77	GBM_grid_1_AutoML_20190416_023844_model_42	26975114013676020	164241024.1494981	26975114013676020	97747667.70423488	0.3321945229891443	2019-04-16	2000
-78	GBM_2_AutoML_20190416_023643	26982016113503264	164262034.91221964	26982016113503264	99500759.57207468	0.3341620145365198	2019-04-16	2000
-79	GBM_2_AutoML_20190416_023844	26985064640058304	164271314.1119237	26985064640058304	99733975.81989688	0.3346139591471576	2019-04-16	2000
-80	GBM_4_AutoML_20190416_020809	26988357514766430	164281336.47729567	26988357514766430	97566053.13398948	0.33274044796307234	2019-04-16	2000
-81	XGBoost_grid_1_AutoML_20190416_021340_model_10	27011332400653532	164351247.0310266	27011332400653532	97007786.637402	0.32867362308250625	2019-04-16	2000
-82	GBM_2_AutoML_20190416_021340	27020692200376308	164379719.55316237	27020692200376308	100566446.39001158	0.3368220511385198	2019-04-16	2000
-83	XGBoost_grid_1_AutoML_20190416_030706_model_23	27047264813577772	164460526.6122475	27047264813577772	94043626.59977604	0.3217712940242771	2019-04-16	2000
-84	XGBoost_grid_1_AutoML_20190416_022142_model_13	27049739934073976	164468051.40839353	27049739934073976	99937757.9968645	0.3385009694416158	2019-04-16	2000
-85	GBM_4_AutoML_20190416_023844	27058188018989452	164493732.46111673	27058188018989452	98171262.32400525	0.3314965149601815	2019-04-16	2000
-86	GBM_3_AutoML_20190416_022142	27073451248343420	164540120.48234138	27073451248343420	99066591.52557604	0.33361146474665543	2019-04-16	2000
-87	GBM_4_AutoML_20190416_022142	27124563009725240	164695364.26300904	27124563009725240	97975315.7403629	0.3293218141042152	2019-04-16	2000
-88	GBM_4_AutoML_20190416_021340	27128481211098464	164707259.13297948	27128481211098464	97611897.45148912	0.33089964101772645	2019-04-16	2000
-89	XRT_1_AutoML_20190416_020809	27150302443024316	164773488.28930068	27150302443024316	97653895.54037158	0.3372920493951284	2019-04-16	2000
-90	GBM_3_AutoML_20190416_023643	27153248987269868	164782429.24313825	27153248987269868	99048981.53613059	0.3352160759911942	2019-04-16	2000
-91	XGBoost_grid_1_AutoML_20190416_022142_model_11	27197638491367028	164917065.49465105	27197638491367028	97257622.09272116	0.34629795863866764	2019-04-16	2000
-92	GBM_3_AutoML_20190416_020809	27200167268118450	164924732.1298975	27200167268118450	99454011.3965044	0.3355094937763093	2019-04-16	2000
-93	GBM_2_AutoML_20190416_030706	27201083275567196	164927509.15346777	27201083275567196	99922472.31808002	0.33512731317837424	2019-04-16	2000
-94	GBM_grid_1_AutoML_20190416_023844_model_4	27224861854584930	164999581.37699905	27224861854584930	100732691.38188748	0.3409225873140061	2019-04-16	2000
-95	DRF_1_AutoML_20190416_020809	27225306112403404	165000927.6107362	27225306112403404	98470437.44886236	0.3374464430076179	2019-04-16	2000
-96	GBM_3_AutoML_20190416_030706	27232886944987260	165023898.10263017	27232886944987260	99230220.25791086	0.3353231901754892	2019-04-16	2000
-97	XGBoost_grid_1_AutoML_20190416_030706_model_7	27244637019124124	165059495.39218917	27244637019124124	96552302.36774915	0.3268650680174769	2019-04-16	2000
-98	GBM_3_AutoML_20190416_021340	27251200422210460	165079376.126185	27251200422210460	99760053.14954758	0.3359700656642713	2019-04-16	2000
-99	XGBoost_grid_1_AutoML_20190416_015849_model_4	27252377961065530	165082942.67145085	27252377961065530	96535857.85979845	0.3277680598860774	2019-04-16	2000
-100	GBM_grid_1_AutoML_20190416_023844_model_62	27276902949419724	165157206.77409062	27276902949419724	99111825.82637021	0.3493585563975196	2019-04-16	2000
-101	GBM_grid_1_AutoML_20190416_030706_model_42	27292983846500870	165205883.20789567	27292983846500870	97538583.29633659	0.3297925454083236	2019-04-16	2000
-102	XGBoost_grid_1_AutoML_20190416_030706_model_22	27330733968209068	165320095.47604632	27330733968209068	100784726.58902577	0.3390927053183286	2019-04-16	2000
-103	XGBoost_grid_1_AutoML_20190416_023844_model_8	27343011126879076	165357222.78412598	27343011126879076	96341931.14356104	0.33383677995906896	2019-04-16	2000
-104	XGBoost_grid_1_AutoML_20190416_030706_model_19	27354434450720324	165391760.52851102	27354434450720324	96764314.63023517	0.33375970678217004	2019-04-16	2000
-105	GBM_3_AutoML_20190416_023844	27412068519723480	165565903.85620907	27412068519723480	99264567.8982148	0.33562854049511104	2019-04-16	2000
-106	XRT_1_AutoML_20190416_015849	27417804068506330	165583223.99478254	27417804068506330	98496229.87690364	0.3367189463546034	2019-04-16	2000
-107	GBM_grid_1_AutoML_20190416_023844_model_23	27447021719198280	165671426.98485538	27447021719198280	98345947.11165284	0.3332475516393381	2019-04-16	2000
-108	XGBoost_grid_1_AutoML_20190416_020809_model_2	27482846588458908	165779511.96833372	27482846588458908	96750344.31086226	0.3266704325440277	2019-04-16	2000
-109	GBM_grid_1_AutoML_20190416_030706_model_11	27519052747377084	165888675.76593974	27519052747377084	98578414.08326136	0.3334041655087089	2019-04-16	2000
-110	DRF_1_AutoML_20190416_030706	27562924489956224	166020855.5873515	27562924489956224	98674358.65078759	0.3365563459139291	2019-04-16	2000
-111	GBM_3_AutoML_20190416_015849	27591064593120148	166105582.66692948	27591064593120148	100130390.09782983	0.33506538389333784	2019-04-16	2000
-112	GBM_grid_1_AutoML_20190416_021340_model_12	27598287152839470	166127322.11421296	27598287152839470	98954473.64990582	0.3549969220882689	2019-04-16	2000
-113	GBM_grid_1_AutoML_20190416_023844_model_46	27609502227880696	166161073.1425405	27609502227880696	99699496.91944817	0.34618662499997543	2019-04-16	2000
-114	XGBoost_grid_1_AutoML_20190416_015849_model_1	27627708837558150	166215850.13938397	27627708837558150	98098056.7525196	0.3345603557609977	2019-04-16	2000
-115	XGBoost_grid_1_AutoML_20190416_023844_model_5	27631998267036812	166228752.82885572	27631998267036812	96544148.51332588	0.3279157709068359	2019-04-16	2000
-116	GBM_2_AutoML_20190416_015849	27654699672556740	166297022.4404416	27654699672556740	100149145.66231434	0.334040042814968	2019-04-16	2000
-117	GBM_grid_1_AutoML_20190416_022142_model_40	27691336549880270	166407140.92213792	27691336549880270	97916993.42680082	0.33077234440484754	2019-04-16	2000
-118	GBM_grid_1_AutoML_20190416_023844_model_24	27740861235456280	166555880.21879107	27740861235456280	101338666.10074228	0.3451748200397314	2019-04-16	2000
-119	GBM_grid_1_AutoML_20190416_030706_model_66	27752528265846508	166590900.90952298	27752528265846508	101205993.55777726	0.3382980068751334	2019-04-16	2000
-120	GBM_grid_1_AutoML_20190416_023844_model_31	27762401263216172	166620530.73740995	27762401263216172	99333241.43187544	0.3346974483546623	2019-04-16	2000
-121	XGBoost_grid_1_AutoML_20190416_022142_model_18	27797263597789336	166725113.87847164	27797263597789336	96991345.26674132	0.32795862127509623	2019-04-16	2000
-122	GBM_grid_1_AutoML_20190416_023844_model_58	27804680035801564	166747353.90944457	27804680035801564	100227037.75182548	0.3595881576938217	2019-04-16	2000
-123	DRF_1_AutoML_20190416_015849	27815046156391240	166778434.32647768	27815046156391240	98831417.71212693	0.33805682218344474	2019-04-16	2000
-124	GBM_grid_1_AutoML_20190416_030706_model_50	27837046187529508	166844377.15287113	27837046187529508	98975773.5842029	0.34123525263886456	2019-04-16	2000
-125	XRT_1_AutoML_20190416_023643	27893675543746092	167013998.04730767	27893675543746092	97568453.73934804	0.33648027781019785	2019-04-16	2000
-126	XGBoost_grid_1_AutoML_20190416_022142_model_21	27895935030186500	167020762.272798	27895935030186500	95142453.77917132	0.32451245071367946	2019-04-16	2000
-127	DRF_1_AutoML_20190416_023844	27943008169539290	167161622.89694154	27943008169539290	100050997.51738459	0.3402767267675878	2019-04-16	2000
-128	GBM_grid_1_AutoML_20190416_022142_model_18	27983794095565364	167283573.896439	27983794095565364	101691094.64274092	0.3615473825343341	2019-04-16	2000
-129	GBM_grid_1_AutoML_20190416_023844_model_28	28033600291921732	167432375.2800567	28033600291921732	101400723.58531654	0.3392830454227415	2019-04-16	2000
-130	XGBoost_grid_1_AutoML_20190416_030706_model_25	28038547564287980	167447148.57019207	28038547564287980	95753203.04770435	0.32316317887689583	2019-04-16	2000
-131	XRT_1_AutoML_20190416_021340	28052843741775980	167489831.75636658	28052843741775980	99508628.88557936	0.33940276234900696	2019-04-16	2000
-132	XGBoost_3_AutoML_20190416_021340	28088450936619604	167596094.6341519	28088450936619604	102769021.02486002	0.3448181642732311	2019-04-16	2000
-133	GBM_grid_1_AutoML_20190416_023844_model_25	28101577692211416	167635251.93768588	28101577692211416	100803468.88996978	0.3488546113303787	2019-04-16	2000
-134	XRT_1_AutoML_20190416_023844	28114222173877190	167672961.96428686	28114222173877190	98334012.80945349	0.3360891860175953	2019-04-16	2000
-135	GBM_grid_1_AutoML_20190416_015849_model_8	28130022164919252	167720070.84698972	28130022164919252	101269518.36952232	0.3655934411225064	2019-04-16	2000
-136	GBM_grid_1_AutoML_20190416_030706_model_17	28213837690057076	167969752.30694684	28213837690057076	100513078.78646629	0.3396756540992979	2019-04-16	2000
-137	XGBoost_grid_1_AutoML_20190416_023643_model_2	28264810113452148	168121414.79731888	28264810113452148	98608153.32586786	0.33246032699672856	2019-04-16	2000
-138	XGBoost_grid_1_AutoML_20190416_020809_model_1	28391573749881816	168497993.31114247	28391573749881816	103181590.63157897	0.3434223244899615	2019-04-16	2000
-139	GBM_grid_1_AutoML_20190416_030706_model_22	28415203393609040	168568097.19994184	28415203393609040	106488100.72992456		2019-04-16	2000
-140	GBM_grid_1_AutoML_20190416_020809_model_9	28431104171210812	168615254.85913432	28431104171210812	101660845.05689228	0.3656319179543465	2019-04-16	2000
-141	XGBoost_3_AutoML_20190416_023844	28449983068014012	168671227.74206042	28449983068014012	103341568.23113102	0.3470087325914794	2019-04-16	2000
-142	XGBoost_3_AutoML_20190416_023643	28477752214381880	168753525.04283246	28477752214381880	103292814.50481524	0.3465842203464365	2019-04-16	2000
-143	XGBoost_grid_1_AutoML_20190416_030706_model_6	28503124764734464	168828684.662099	28503124764734464	99019086.94199328	0.3357275881490317	2019-04-16	2000
-144	DRF_1_AutoML_20190416_023643	28566808776465212	169017184.85546142	28566808776465212	99831987.6297586	0.3399877868392633	2019-04-16	2000
-145	XGBoost_grid_1_AutoML_20190416_023844_model_2	28572448732066764	169033868.59463036	28572448732066764	102780572.59798431	0.34318348244770197	2019-04-16	2000
-146	GBM_grid_1_AutoML_20190416_023844_model_51	28609618217530670	169143779.71870756	28609618217530670	103747183.91384986	0.3485264975064597	2019-04-16	2000
-147	XGBoost_3_AutoML_20190416_022142	28634653651051844	169217769.90331674	28634653651051844	103440505.21657334	0.3471177234819573	2019-04-16	2000
-148	DRF_1_AutoML_20190416_022142	28638175729316896	169228176.52305096	28638175729316896	100314403.38066442	0.3422193437289053	2019-04-16	2000
-149	XGBoost_3_AutoML_20190416_015849	28664642725816670	169306357.60601747	28664642725816670	103296865.01052631	0.3474103924403393	2019-04-16	2000
-150	XGBoost_3_AutoML_20190416_030706	28719754051629708	169469035.67209467	28719754051629708	103174333.52474804	0.3470048413737365	2019-04-16	2000
-151	GBM_grid_1_AutoML_20190416_023844_model_26	28725369961375028	169485603.99448392	28725369961375028	103636224.8159528	0.3453208781352607	2019-04-16	2000
-152	XGBoost_grid_1_AutoML_20190416_030706_model_5	28730603776709304	169501043.58590043	28730603776709304	96597973.12698768	0.3255292924177444	2019-04-16	2000
-153	GBM_grid_1_AutoML_20190416_030706_model_40	28748456332836524	169553697.49090263	28748456332836524	103709709.12186076	0.3452476721555765	2019-04-16	2000
-154	GBM_grid_1_AutoML_20190416_030706_model_35	28748843028043190	169554837.81963637	28748843028043190	103460785.18104804	0.36968659642624624	2019-04-16	2000
-155	GBM_grid_1_AutoML_20190416_022142_model_34	28780440164101428	169647988.97747484	28780440164101428	105325721.89990903	0.3548024333694167	2019-04-16	2000
-156	XGBoost_grid_1_AutoML_20190416_022142_model_12	28794804127145704	169690318.30704337	28794804127145704	100130208.50436729	0.3349127881522651	2019-04-16	2000
-157	XRT_1_AutoML_20190416_022142	28795468443692804	169692275.73373163	28795468443692804	99609583.48232313	0.3415656420716391	2019-04-16	2000
-158	GBM_grid_1_AutoML_20190416_021340_model_14	28832520217998970	169801414.06360245	28832520217998970	100516950.00428955	0.3364121249297233	2019-04-16	2000
-159	XGBoost_grid_1_AutoML_20190416_021340_model_12	28884359675879788	169953992.82123318	28884359675879788	103624340.4550952	0.34657457437351624	2019-04-16	2000
-160	GBM_grid_1_AutoML_20190416_030706_model_9	28886328566239410	169959785.1441317	28886328566239410	101920562.36027928	0.37893830871084494	2019-04-16	2000
-161	GBM_grid_1_AutoML_20190416_022142_model_20	28913079616069284	170038465.10736707	28913079616069284	104985298.07527225		2019-04-16	2000
-162	XGBoost_grid_1_AutoML_20190416_030706_model_14	28933488106462964	170098465.91449013	28933488106462964	104302961.64837626	0.34606464834666056	2019-04-16	2000
-163	GBM_grid_1_AutoML_20190416_023844_model_61	28936767653939484	170108105.78552535	28936767653939484	101754659.49736236	0.3635603563242129	2019-04-16	2000
-164	XGBoost_grid_1_AutoML_20190416_022142_model_8	28999977656649948	170293798.05691677	28999977656649948	102525701.56326988	0.34334824565962924	2019-04-16	2000
-165	XGBoost_3_AutoML_20190416_020809	29085379692815670	170544362.82919368	29085379692815670	104097740.65845464	0.3480326028133832	2019-04-16	2000
-166	XGBoost_grid_1_AutoML_20190416_022142_model_4	29166634599381640	170782418.88257012	29166634599381640	100826006.89182529	0.3484239746625054	2019-04-16	2000
-167	GBM_grid_1_AutoML_20190416_030706_model_57	29200263128149870	170880844.82512915	29200263128149870	103441483.67118916	0.368422762296028	2019-04-16	2000
-168	GBM_grid_1_AutoML_20190416_030706_model_59	29238155886400770	170991683.67613897	29238155886400770	103439836.27240673	0.3858551021525682	2019-04-16	2000
-169	XGBoost_grid_1_AutoML_20190416_021340_model_4	29246190974081480	171015177.61322087	29246190974081480	104354659.0387458	0.3471464006335264	2019-04-16	2000
-170	GBM_grid_1_AutoML_20190416_015849_model_11	29290313638464400	171144131.18323514	29290313638464400	105498600.38741018	0.3511664443999445	2019-04-16	2000
-171	GBM_grid_1_AutoML_20190416_015849_model_6	29408322597900150	171488549.46584672	29408322597900150	102961153.8471249	0.3504176717388723	2019-04-16	2000
-172	GBM_grid_1_AutoML_20190416_030706_model_7	29431091355985600	171554922.27268094	29431091355985600	105061284.34750138	0.37996930703373405	2019-04-16	2000
-173	GBM_grid_1_AutoML_20190416_020809_model_1	29441191664619380	171584357.28416324	29441191664619380	103396260.90152606	0.3426773232635252	2019-04-16	2000
-174	GBM_grid_1_AutoML_20190416_023844_model_16	29489480452234268	171725014.05512905	29489480452234268	103888735.47602722	0.36930607586780817	2019-04-16	2000
-175	XGBoost_grid_1_AutoML_20190416_022142_model_17	29529007485815636	171840063.68078324	29529007485815636	104514023.73393056	0.3460508193492059	2019-04-16	2000
-176	GBM_grid_1_AutoML_20190416_030706_model_15	29548984792788936	171898181.47027892	29548984792788936	105786590.2146274		2019-04-16	2000
-177	GBM_grid_1_AutoML_20190416_023844_model_50	29586673443118536	172007771.46140385	29586673443118536	103671873.8868415	0.3743476158261683	2019-04-16	2000
-178	GBM_grid_1_AutoML_20190416_030706_model_8	29605787028955324	172063322.73019525	29605787028955324	105086412.2754836		2019-04-16	2000
-179	GBM_grid_1_AutoML_20190416_023844_model_37	29681388769411260	172282874.27777395	29681388769411260	104343174.08953388	0.3825285693435154	2019-04-16	2000
-180	XGBoost_grid_1_AutoML_20190416_030706_model_18	29763392804003036	172520702.53741443	29763392804003036	104624597.7281075	0.34688356501835793	2019-04-16	2000
-181	GBM_grid_1_AutoML_20190416_022142_model_38	29778053505747180	172563186.99464026	29778053505747180	104660802.96478434	0.3838450809747131	2019-04-16	2000
-182	GBM_grid_1_AutoML_20190416_022142_model_14	29784065838873524	172580606.78672308	29784065838873524	108044808.14096619		2019-04-16	2000
-183	GBM_grid_1_AutoML_20190416_020809_model_4	29931520400766628	173007284.24192616	29931520400766628	107391733.57712854		2019-04-16	2000
-184	GBM_grid_1_AutoML_20190416_023844_model_7	29944888506682624	173045914.44666535	29944888506682624	108681766.89082614		2019-04-16	2000
-185	GBM_grid_1_AutoML_20190416_023844_model_40	29959032010576616	173086775.95523182	29959032010576616	107268994.79840976	0.35838304061933496	2019-04-16	2000
-186	GBM_grid_1_AutoML_20190416_030706_model_16	29975463384422120	173134235.15995362	29975463384422120	101700495.24073929	0.3383423425442125	2019-04-16	2000
-187	GBM_grid_1_AutoML_20190416_015849_model_9	30057834252932668	173371953.47844663	30057834252932668	102872059.59500144	0.3418653558395161	2019-04-16	2000
-188	GBM_grid_1_AutoML_20190416_022142_model_10	30194400992499188	173765361.88924187	30194400992499188	105497465.61527307	0.3694815111680159	2019-04-16	2000
-189	XGBoost_grid_1_AutoML_20190416_021340_model_9	30252689366868012	173933002.52358094	30252689366868012	101734577.45487122	0.33730155190157823	2019-04-16	2000
-190	GBM_grid_1_AutoML_20190416_030706_model_46	30432085414077304	174447944.7115308	30432085414077304	106214562.9396586		2019-04-16	2000
-191	XGBoost_grid_1_AutoML_20190416_030706_model_2	30435867760273840	174458785.27684942	30435867760273840	99244411.81724524	2.1765808739233385	2019-04-16	2000
-192	GBM_grid_1_AutoML_20190416_023844_model_15	30479126293695972	174582720.49001864	30479126293695972	105128335.47769044	0.3816058641045447	2019-04-16	2000
-193	GBM_grid_1_AutoML_20190416_023844_model_1	30520659574573900	174701630.14286357	30520659574573900	106040954.16457194	0.3685592941623891	2019-04-16	2000
-194	GBM_grid_1_AutoML_20190416_022142_model_44	30526485053389444	174718301.9989304	30526485053389444	106528020.02453192	0.3951057091713098	2019-04-16	2000
-195	GBM_grid_1_AutoML_20190416_030706_model_51	30532655440512508	174735959.2084941	30532655440512508	109654959.44093752		2019-04-16	2000
-196	GBM_grid_1_AutoML_20190416_023844_model_43	30552249664982252	174792018.31028283	30552249664982252	109092538.20875372	0.3654384309655534	2019-04-16	2000
-197	GBM_grid_1_AutoML_20190416_030706_model_28	30563678518936052	174824707.9761212	30563678518936052	108503528.42963377	0.3602265398723126	2019-04-16	2000
-198	XGBoost_grid_1_AutoML_20190416_020809_model_6	30568125576670464	174837426.13259462	30568125576670464	100303077.5131019	0.33426659012493537	2019-04-16	2000
-199	GBM_grid_1_AutoML_20190416_030706_model_34	30673195474661480	175137647.22258168	30673195474661480	106201570.69279408		2019-04-16	2000
-200	GBM_grid_1_AutoML_20190416_022142_model_32	30693481455151964	175195552.04157433	30693481455151964	105918044.98934557	0.3982588563774573	2019-04-16	2000
-201	XGBoost_grid_1_AutoML_20190416_030706_model_26	30746696801150516	175347360.40542644	30746696801150516	102388221.35722284	0.33883503004594856	2019-04-16	2000
-202	GBM_grid_1_AutoML_20190416_030706_model_12	30747661110309236	175350110.09494472	30747661110309236	107215289.56469668		2019-04-16	2000
-203	GBM_grid_1_AutoML_20190416_022142_model_23	30792104298996820	175476791.3400425	30792104298996820	106658279.33083495	0.35339021053506464	2019-04-16	2000
-204	XGBoost_grid_1_AutoML_20190416_023844_model_7	30833433018728036	175594513.06555122	30833433018728036	106400365.17805152	0.3513254460469658	2019-04-16	2000
-205	XGBoost_grid_1_AutoML_20190416_020809_model_8	30837961061819440	175607406.05629206	30837961061819440	102545160.8488242	0.3474454962700268	2019-04-16	2000
-206	GBM_grid_1_AutoML_20190416_030706_model_61	30973484465566756	175992853.45026585	30973484465566756	108000488.99450158	0.3580813769200182	2019-04-16	2000
-207	XGBoost_grid_1_AutoML_20190416_022142_model_7	30979372644257904	176009581.1149436	30979372644257904	106196991.60582308	0.3506132213627436	2019-04-16	2000
-208	GBM_grid_1_AutoML_20190416_022142_model_8	31000569888411100	176069786.98348874	31000569888411100	106226131.78089921	0.3514447570100346	2019-04-16	2000
-209	GBM_grid_1_AutoML_20190416_020809_model_2	31046607464839012	176200475.21172866	31046607464839012	104285464.23909764	0.3461128962964271	2019-04-16	2000
-210	GBM_grid_1_AutoML_20190416_023844_model_2	31086343111052110	176313196.07746923	31086343111052110	109438068.00162092		2019-04-16	2000
-211	GBM_grid_1_AutoML_20190416_030706_model_52	31134073548741970	176448501.12353453	31134073548741970	106379299.43012294	0.3543496969419039	2019-04-16	2000
-212	GBM_grid_1_AutoML_20190416_023844_model_47	31186768351241572	176597758.62462574	31186768351241572	106798774.39785253	0.3742204323490332	2019-04-16	2000
-213	GBM_grid_1_AutoML_20190416_030706_model_14	31191410790989104	176610902.24272427	31191410790989104	106980072.28493026	0.3543000866012237	2019-04-16	2000
-214	XGBoost_grid_1_AutoML_20190416_015849_model_6	31255604065618384	176792545.27727798	31255604065618384	98474533.51041432	0.3276404595806521	2019-04-16	2000
-215	GBM_grid_1_AutoML_20190416_030706_model_5	31276623087230052	176851980.7274718	31276623087230052	109791866.37992376	0.3679858397144004	2019-04-16	2000
-216	GBM_grid_1_AutoML_20190416_030706_model_64	31293067399010564	176898466.35573345	31293067399010564	109645498.79821683		2019-04-16	2000
-217	GBM_grid_1_AutoML_20190416_023844_model_60	31312508215605484	176953406.9059013	31312508215605484	109886902.49351417	0.3650750893716629	2019-04-16	2000
-218	GBM_grid_1_AutoML_20190416_023844_model_41	31345279975228656	177045982.65769452	31345279975228656	107809681.54464452	0.4103583543221401	2019-04-16	2000
-219	GBM_grid_1_AutoML_20190416_030706_model_38	31375864854607316	177132337.12286222	31375864854607316	106330299.00380464	0.3657491993178986	2019-04-16	2000
-220	XGBoost_grid_1_AutoML_20190416_021340_model_1	31655113752904720	177918840.35397914	31655113752904720	107453446.15319148	0.35440161149597976	2019-04-16	2000
-221	GBM_grid_1_AutoML_20190416_022142_model_43	31656911160384904	177923891.4828048	31656911160384904	112748324.66398253		2019-04-16	2000
-222	GBM_grid_1_AutoML_20190416_030706_model_29	31672336871616656	177967235.3879125	31672336871616656	110975355.84863621		2019-04-16	2000
-223	GBM_grid_1_AutoML_20190416_030706_model_23	31673015321771190	177969141.48742527	31673015321771190	108721620.2983938	0.3761608745098744	2019-04-16	2000
-224	GBM_grid_1_AutoML_20190416_022142_model_24	31714797939382212	178086490.05295774	31714797939382212	109173328.49985024	0.3577895766098909	2019-04-16	2000
-225	GBM_grid_1_AutoML_20190416_023844_model_17	31746240923729840	178174748.27744207	31746240923729840	108858409.56022376	0.4156533463626531	2019-04-16	2000
-226	XGBoost_grid_1_AutoML_20190416_030706_model_11	31787426638221776	178290287.55998397	31787426638221776	106400008.53124301	0.350595367549545	2019-04-16	2000
-227	XGBoost_grid_1_AutoML_20190416_021340_model_11	31820119305873490	178381947.8138791	31820119305873490	103287060.16035834	2.1680413143117208	2019-04-16	2000
-228	XGBoost_grid_1_AutoML_20190416_021340_model_3	31864613114687650	178506619.24614352	31864613114687650	106656095.85890256	0.3506573501920822	2019-04-16	2000
-229	GBM_grid_1_AutoML_20190416_020809_model_7	32012409254671496	178920119.75926992	32012409254671496	112712050.01559491		2019-04-16	2000
-230	GBM_grid_1_AutoML_20190416_023844_model_13	32040194620064464	178997750.32123858	32040194620064464	112550669.83102378		2019-04-16	2000
-231	GBM_grid_1_AutoML_20190416_030706_model_24	32114039594004796	179203905.07465175	32114039594004796	110303280.0082781	0.3648036087707905	2019-04-16	2000
-232	GBM_grid_1_AutoML_20190416_021340_model_3	32152436247443828	179311004.2564143	32152436247443828	110644817.16134046		2019-04-16	2000
-233	GBM_grid_1_AutoML_20190416_023844_model_44	32190165821931330	179416180.4908669	32190165821931330	106901189.06113765	0.3687650630901803	2019-04-16	2000
-234	GBM_grid_1_AutoML_20190416_030706_model_36	32212734074853124	179479063.05431038	32212734074853124	113631725.35438338		2019-04-16	2000
-235	GBM_grid_1_AutoML_20190416_023844_model_22	32312508564278164	179756803.94432408	32312508564278164	108497959.86317636	0.38008855058241736	2019-04-16	2000
-236	GBM_grid_1_AutoML_20190416_023844_model_19	32509974161652708	180305224.99820328	32509974161652708	110959592.17539246		2019-04-16	2000
-237	GBM_grid_1_AutoML_20190416_015849_model_3	32558287322821108	180439151.30265132	32558287322821108	112373045.5310324		2019-04-16	2000
-238	GBM_grid_1_AutoML_20190416_022142_model_17	32561468382781344	180447965.85936165	32561468382781344	112799806.88835292		2019-04-16	2000
-239	GBM_grid_1_AutoML_20190416_030706_model_10	32600309309561400	180555557.40425548	32600309309561400	108108065.62309112	0.3726595075852442	2019-04-16	2000
-240	GBM_grid_1_AutoML_20190416_021340_model_8	32745711624916960	180957761.99134693	32745711624916960	112167299.67828412		2019-04-16	2000
-241	GBM_grid_1_AutoML_20190416_030706_model_3	32752235447360596	180975786.90907958	32752235447360596	111886701.19533949	0.3667361253516756	2019-04-16	2000
-242	GBM_grid_1_AutoML_20190416_022142_model_45	32787705320082620	181073756.57472456	32787705320082620	110587180.96718544	0.37124560469575935	2019-04-16	2000
-243	GBM_grid_1_AutoML_20190416_021340_model_17	32872039617659396	181306479.80052835	32872039617659396	107872216.80728096	0.3615752164938271	2019-04-16	2000
-244	GBM_grid_1_AutoML_20190416_030706_model_39	32971839115553030	181581494.41931862	32971839115553030	115171602.24527311		2019-04-16	2000
-245	GBM_grid_1_AutoML_20190416_020809_model_5	32985173396975956	181618207.77933016	32985173396975956	112538285.44875485	0.3896586371006099	2019-04-16	2000
-246	GBM_grid_1_AutoML_20190416_022142_model_2	33079789012766830	181878500.6886928	33079789012766830	113693262.80883937		2019-04-16	2000
-247	GBM_grid_1_AutoML_20190416_030706_model_2	33333402553507444	182574375.4022109	33333402553507444	115955884.37746198		2019-04-16	2000
-248	GBM_grid_1_AutoML_20190416_022142_model_36	33419180420831104	182809136.5901363	33419180420831104	115173081.47486418		2019-04-16	2000
-249	GBM_grid_1_AutoML_20190416_030706_model_43	33442797721227292	182873720.69607842	33442797721227292	116588777.41779728		2019-04-16	2000
-250	GBM_grid_1_AutoML_20190416_023844_model_34	33452633979915760	182900612.30054903	33452633979915760	109087937.52046809	0.37974810141235255	2019-04-16	2000
-251	GBM_grid_1_AutoML_20190416_023844_model_56	33472367384561340	182954550.0515397	33472367384561340	109621678.39156616	0.3591909679343885	2019-04-16	2000
-252	DeepLearning_grid_1_AutoML_20190416_022142_model_1	33472516659834828	182954958.00834376	33472516659834828	115810843.78371704		2019-04-16	2000
-253	DeepLearning_grid_1_AutoML_20190416_023844_model_5	33508411825839064	183053030.09193555	33508411825839064	114252528.54469895	0.39450859327273735	2019-04-16	2000
-254	GBM_grid_1_AutoML_20190416_015849_model_13	33738829909624892	183681327.0575561	33738829909624892	113382174.31065664		2019-04-16	2000
-255	GBM_grid_1_AutoML_20190416_021340_model_11	33776648562943710	183784244.5993228	33776648562943710	114564769.50180468	0.40004936243263706	2019-04-16	2000
-256	GBM_grid_1_AutoML_20190416_030706_model_21	33789594295472404	183819461.14454916	33789594295472404	109742076.12054898	0.3796256956682088	2019-04-16	2000
-257	GBM_grid_1_AutoML_20190416_022142_model_15	33864607579324516	184023388.67471308	33864607579324516	116943660.30935553		2019-04-16	2000
-258	GBM_grid_1_AutoML_20190416_022142_model_35	33894442567043230	184104433.8603588	33894442567043230	111378333.80154832		2019-04-16	2000
-259	GBM_grid_1_AutoML_20190416_023844_model_30	33899850185679236	184119119.55492085	33899850185679236	109986082.07040568	0.3807976045243743	2019-04-16	2000
-260	GBM_5_AutoML_20190416_023643	33927972239974324	184195472.90846843	33927972239974324	110508663.43594472	0.3608902552099953	2019-04-16	2000
-261	XGBoost_grid_1_AutoML_20190416_015849_model_5	33966688651325416	184300538.93389845	33966688651325416	104352528.27278836	2.172881641884881	2019-04-16	2000
-262	GBM_grid_1_AutoML_20190416_023844_model_14	33997497540481990	184384103.27488104	33997497540481990	116554095.5059542	0.42701811037163057	2019-04-16	2000
-263	DeepLearning_grid_1_AutoML_20190416_030706_model_1	34010860668633936	184420336.9171468	34010860668633936	117753771.58145145		2019-04-16	2000
-264	GBM_grid_1_AutoML_20190416_023844_model_8	34064572666150692	184565903.31410265	34064572666150692	113851610.46306926		2019-04-16	2000
-265	GBM_grid_1_AutoML_20190416_022142_model_26	34101629538106356	184666265.29527897	34101629538106356	111531399.08795942	0.36625518386718775	2019-04-16	2000
-266	GBM_5_AutoML_20190416_022142	34208443181175816	184955246.42782053	34208443181175816	110538987.57760292	0.36079883168513016	2019-04-16	2000
-267	GBM_grid_1_AutoML_20190416_021340_model_2	34482983375350828	185695943.3465115	34482983375350828	117277179.5962654		2019-04-16	2000
-268	GBM_grid_1_AutoML_20190416_022142_model_37	34488133664790810	185709810.3622714	34488133664790810	111527220.65917411	0.3899282843667369	2019-04-16	2000
-269	GBM_grid_1_AutoML_20190416_023844_model_59	34490254658451936	185715520.77963743	34490254658451936	112709012.11437316		2019-04-16	2000
-270	GBM_grid_1_AutoML_20190416_023844_model_32	34508740129734430	185765282.3585032	34508740129734430	110574014.33122988	0.3591098383843881	2019-04-16	2000
-271	GBM_5_AutoML_20190416_021340	34538689210600616	185845874.881851	34538689210600616	111112223.00821821	0.3605133175542463	2019-04-16	2000
-272	GBM_grid_1_AutoML_20190416_030706_model_18	34549794829353450	185875751.0525605	34549794829353450	117544790.26899429		2019-04-16	2000
-273	XGBoost_grid_1_AutoML_20190416_030706_model_28	34594707287315868	185996524.93344027	34594707287315868	109942987.54580069	0.3581690321326414	2019-04-16	2000
-274	GBM_grid_1_AutoML_20190416_021340_model_15	34600596949164356	186012356.97975647	34600596949164356	114962231.99415012	0.3789008835503118	2019-04-16	2000
-275	GBM_grid_1_AutoML_20190416_023844_model_29	34610568144090644	186039157.55585068	34610568144090644	119256213.17753759		2019-04-16	2000
-276	GBM_5_AutoML_20190416_030706	34652867494488812	186152806.8402107	34652867494488812	111551008.23793358	0.3641481988538801	2019-04-16	2000
-277	GBM_grid_1_AutoML_20190416_021340_model_4	34671100241010244	186201772.92660305	34671100241010244	115758599.15593033	0.40242793431512697	2019-04-16	2000
-278	GBM_grid_1_AutoML_20190416_022142_model_13	34701197804540548	186282575.1500675	34701197804540548	114392358.26177862	0.3747368579368073	2019-04-16	2000
-279	GBM_grid_1_AutoML_20190416_015849_model_1	34734715309091520	186372517.57995737	34734715309091520	115267205.42110462	0.41537297463641937	2019-04-16	2000
-280	GBM_5_AutoML_20190416_020809	34737944337337696	186381180.21232104	34737944337337696	111294493.87105602	0.36222999707383213	2019-04-16	2000
-281	GBM_grid_1_AutoML_20190416_030706_model_56	34808299437386376	186569824.56277964	34808299437386376	112532573.97741656	0.3831434532777549	2019-04-16	2000
-282	GBM_5_AutoML_20190416_015849	34827163429201804	186620372.49239916	34827163429201804	111692434.31671734	0.3621448348433773	2019-04-16	2000
-283	GBM_5_AutoML_20190416_023844	34987156765945932	187048541.2024	34987156765945932	112155826.05423772	0.3640059065681881	2019-04-16	2000
-284	GBM_grid_1_AutoML_20190416_023844_model_9	35199541882141572	187615409.50076988	35199541882141572	114056690.14871888	0.3725484054140631	2019-04-16	2000
-285	GBM_grid_1_AutoML_20190416_030706_model_69	35356739226181544	188033877.8682755	35356739226181544	118879965.53558296	0.41633288359967335	2019-04-16	2000
-286	GBM_grid_1_AutoML_20190416_023844_model_38	35362562696776684	188049362.3939647	35362562696776684	112777372.54734199	0.36461311195533697	2019-04-16	2000
-287	GBM_grid_1_AutoML_20190416_023844_model_11	35367986614141216	188063783.36655152	35367986614141216	113779531.65333608	0.3712336953945872	2019-04-16	2000
-288	GBM_grid_1_AutoML_20190416_030706_model_4	35451986622157372	188286979.42809892	35451986622157372	115730572.85426164	0.4089169163895201	2019-04-16	2000
-289	DeepLearning_grid_1_AutoML_20190416_023844_model_3	35492709134492296	188395087.87251407	35492709134492296	118719265.64928964		2019-04-16	2000
-290	DeepLearning_1_AutoML_20190416_021340	35595099347654640	188666635.49142608	35595099347654640	119520036.18148968		2019-04-16	2000
-291	GBM_grid_1_AutoML_20190416_022142_model_9	35626910517518916	188750921.89846092	35626910517518916	119105439.68666166		2019-04-16	2000
-292	DeepLearning_grid_1_AutoML_20190416_015849_model_3	35628622684222636	188755457.3627545	35628622684222636	119267856.53622822	0.4183762499070847	2019-04-16	2000
-293	GBM_grid_1_AutoML_20190416_030706_model_13	35661922831574750	188843646.5215993	35661922831574750	120108789.3982199		2019-04-16	2000
-294	GBM_grid_1_AutoML_20190416_022142_model_33	35663207390736024	188847047.60926503	35663207390736024	116655635.51735081	0.390927670506487	2019-04-16	2000
-295	GBM_grid_1_AutoML_20190416_021340_model_16	35663834881531904	188848708.97502032	35663834881531904	119902352.88373476		2019-04-16	2000
-296	GBM_grid_1_AutoML_20190416_030706_model_30	35768999461535916	189126940.07342243	35768999461535916	115264372.4198922	0.4110178059116321	2019-04-16	2000
-297	GBM_grid_1_AutoML_20190416_022142_model_1	35801345015597870	189212433.565022	35801345015597870	113768651.68717888	0.36793247728290257	2019-04-16	2000
-298	DeepLearning_grid_1_AutoML_20190416_021340_model_2	35808317806942350	189230858.4954958	35808317806942350	118441684.36023596		2019-04-16	2000
-299	GBM_grid_1_AutoML_20190416_030706_model_37	35825054517064680	189275076.3229662	35825054517064680	115272545.64461668	0.4089684847141566	2019-04-16	2000
-300	GBM_grid_1_AutoML_20190416_022142_model_29	35832142424052240	189293799.2224052	35832142424052240	125409827.39207949		2019-04-16	2000
-301	GBM_grid_1_AutoML_20190416_015849_model_5	36129171968493640	190076752.83551547	36129171968493640	120382051.66094068	0.4149424823328258	2019-04-16	2000
-302	DeepLearning_1_AutoML_20190416_020809	36166709522931960	190175470.350232	36166709522931960	118219966.64228489	0.3982522032421204	2019-04-16	2000
-303	GBM_grid_1_AutoML_20190416_023844_model_20	36178687021430376	190206958.39382532	36178687021430376	115200134.07990643		2019-04-16	2000
-304	GBM_grid_1_AutoML_20190416_023844_model_45	36291786406452940	190504032.52018824	36291786406452940	115053586.6424434	0.3733896207258237	2019-04-16	2000
-305	GBM_grid_1_AutoML_20190416_030706_model_53	36292217728214660	190505164.570976	36292217728214660	122173415.77333301		2019-04-16	2000
-306	DeepLearning_grid_1_AutoML_20190416_021340_model_6	36402500461789700	190794393.16130257	36402500461789700	118021989.91975611	0.4115798415963096	2019-04-16	2000
-307	DeepLearning_grid_1_AutoML_20190416_023844_model_2	36438208553421144	190887947.6379301	36438208553421144	122583912.88919532		2019-04-16	2000
-308	DeepLearning_1_AutoML_20190416_030706	36450933672346230	190921276.1122925	36450933672346230	117955376.014973		2019-04-16	2000
-309	DeepLearning_grid_1_AutoML_20190416_023844_model_1	36498686413871016	191046293.90247545	36498686413871016	119174568.01227948		2019-04-16	2000
-310	GBM_grid_1_AutoML_20190416_022142_model_11	36598894822229580	191308376.2469108	36598894822229580	120222202.693552	0.41692264825433145	2019-04-16	2000
-311	GBM_grid_1_AutoML_20190416_022142_model_16	36625436498551400	191377732.5044672	36625436498551400	115775733.74308446	0.3729322755798492	2019-04-16	2000
-312	GBM_grid_1_AutoML_20190416_030706_model_63	36711670789424610	191602898.69786572	36711670789424610	115811549.98812003	0.3752599707485179	2019-04-16	2000
-313	GBM_grid_1_AutoML_20190416_021340_model_6	36719967222451000	191624547.54663092	36719967222451000	117048767.22912458	0.4134314251162081	2019-04-16	2000
-314	DeepLearning_grid_1_AutoML_20190416_022142_model_5	36771513436915944	191758998.32058972	36771513436915944	118643061.44707844	0.3934281951360645	2019-04-16	2000
-315	GBM_grid_1_AutoML_20190416_030706_model_67	36810679124156990	191861093.30491418	36810679124156990	119463216.26282154	0.4298488028502514	2019-04-16	2000
-316	DeepLearning_grid_1_AutoML_20190416_020809_model_1	36853149944821960	191971742.5685925	36853149944821960	121679042.76206385		2019-04-16	2000
-317	GBM_grid_1_AutoML_20190416_030706_model_33	36867178962544230	192008278.36982507	36867178962544230	115088464.69284636	0.3702165782893151	2019-04-16	2000
-318	GBM_grid_1_AutoML_20190416_023844_model_3	36926563020180600	192162855.46426657	36926563020180600	124767802.4918676		2019-04-16	2000
-319	DeepLearning_1_AutoML_20190416_023643	36964739090517580	192262162.39946327	36964739090517580	119033072.86429209		2019-04-16	2000
-320	GBM_grid_1_AutoML_20190416_030706_model_6	36976176578049620	192291904.6087214	36976176578049620	116898197.17605272	0.37749376156358294	2019-04-16	2000
-321	DeepLearning_1_AutoML_20190416_015849	37130153721913030	192691862.1060916	37130153721913030	119390220.25326052		2019-04-16	2000
-322	GBM_grid_1_AutoML_20190416_020809_model_11	37280230266290820	193080890.47415027	37280230266290820	117701054.40458056	0.3814093544496499	2019-04-16	2000
-323	GBM_grid_1_AutoML_20190416_021340_model_5	37387395898908760	193358206.18455467	37387395898908760	124224337.86216621	0.4476435810811893	2019-04-16	2000
-324	DeepLearning_grid_1_AutoML_20190416_030706_model_3	37500957488179390	193651639.51843888	37500957488179390	125116462.65911576		2019-04-16	2000
-325	XGBoost_grid_1_AutoML_20190416_021340_model_5	37568216817040930	193825222.3448768	37568216817040930	110076632.38969764	3.0696036677343503	2019-04-16	2000
-326	GBM_grid_1_AutoML_20190416_023844_model_6	37863956792871870	194586630.56045723	37863956792871870	117785124.40649529	0.3794997523846034	2019-04-16	2000
-327	GBM_grid_1_AutoML_20190416_030706_model_55	37944526506895850	194793548.4221586	37944526506895850	113639270.29614136		2019-04-16	2000
-328	GBM_grid_1_AutoML_20190416_022142_model_21	37986350615927656	194900873.82032865	37986350615927656	121843740.97858378		2019-04-16	2000
-329	GBM_grid_1_AutoML_20190416_023844_model_49	37988485260466220	194906349.97471532	37988485260466220	132059321.76721266		2019-04-16	2000
-330	GBM_grid_1_AutoML_20190416_030706_model_20	38067502378628990	195108950.0218506	38067502378628990	118880918.17869651	0.3828544986005189	2019-04-16	2000
-331	XGBoost_grid_1_AutoML_20190416_020809_model_5	38086467526589280	195157545.4000928	38086467526589280	115218830.11791714	3.0677499957995487	2019-04-16	2000
-332	DeepLearning_grid_1_AutoML_20190416_015849_model_1	38181519300856110	195400919.39613825	38181519300856110	124307340.17945512		2019-04-16	2000
-333	DeepLearning_1_AutoML_20190416_023844	38400035440680340	195959269.85136563	38400035440680340	121369691.49101326	0.4021630847532056	2019-04-16	2000
-334	GBM_grid_1_AutoML_20190416_023844_model_18	38441638643656700	196065393.79415405	38441638643656700	122981165.80526201		2019-04-16	2000
-335	DeepLearning_1_AutoML_20190416_022142	38639816104092744	196570130.24387187	38639816104092744	121368338.19603576		2019-04-16	2000
-336	DeepLearning_grid_1_AutoML_20190416_021340_model_1	38652330704461830	196601960.07278728	38652330704461830	119486570.63808572		2019-04-16	2000
-337	DeepLearning_grid_1_AutoML_20190416_020809_model_3	38689752618325064	196697108.82045284	38689752618325064	125689464.10320136		2019-04-16	2000
-338	DeepLearning_grid_1_AutoML_20190416_022142_model_3	38715653009740290	196762936.06708628	38715653009740290	122491723.14614023		2019-04-16	2000
-339	DeepLearning_grid_1_AutoML_20190416_030706_model_5	38746394137534990	196841037.7373961	38746394137534990	126742594.59495053	0.4499709457876292	2019-04-16	2000
-340	GBM_grid_1_AutoML_20190416_030706_model_47	39001072665661580	197486892.38949907	39001072665661580	132705555.98101072		2019-04-16	2000
-341	DeepLearning_grid_1_AutoML_20190416_015849_model_4	39126230843777730	197803515.751813	39126230843777730	125113580.41558827		2019-04-16	2000
-342	DeepLearning_grid_1_AutoML_20190416_015849_model_2	39184171037704500	197949920.52967465	39184171037704500	123575929.25352515		2019-04-16	2000
-343	DeepLearning_grid_1_AutoML_20190416_022142_model_7	39551010224967130	198874357.88700145	39551010224967130	124469462.51111329	0.4356655490825999	2019-04-16	2000
-344	DeepLearning_grid_1_AutoML_20190416_020809_model_2	39583937874646320	198957125.71970457	39583937874646320	122474280.91900894		2019-04-16	2000
-345	GBM_grid_1_AutoML_20190416_022142_model_27	39796177266761224	199489792.38738316	39796177266761224	126444151.02433196		2019-04-16	2000
-346	DeepLearning_grid_1_AutoML_20190416_022142_model_8	39888768274061770	199721727.09563115	39888768274061770	124670741.0877636	0.44200645171060055	2019-04-16	2000
-347	GBM_grid_1_AutoML_20190416_023844_model_21	40045629725809150	200114041.80069208	40045629725809150	119664642.68765716	0.4005787130045851	2019-04-16	2000
-348	GBM_grid_1_AutoML_20190416_021340_model_1	40144916725674470	200361964.26885635	40144916725674470	123884541.23955688	0.4452419795524665	2019-04-16	2000
-349	GBM_grid_1_AutoML_20190416_030706_model_19	40320793715211370	200800382.7566356	40320793715211370	120971880.61977541	0.4056511806996823	2019-04-16	2000
-350	GBM_grid_1_AutoML_20190416_023844_model_35	40330221242399330	200823856.25816303	40330221242399330	122850709.64782076		2019-04-16	2000
-351	DeepLearning_grid_1_AutoML_20190416_022142_model_2	40377087825299050	200940508.17418337	40377087825299050	126137333.97112451		2019-04-16	2000
-352	DeepLearning_grid_1_AutoML_20190416_021340_model_3	40483442684282670	201204976.78805733	40483442684282670	125028501.71115029	0.4051530653073521	2019-04-16	2000
-353	GBM_grid_1_AutoML_20190416_015849_model_2	40517783090088110	201290295.5685845	40517783090088110	125542813.86608344		2019-04-16	2000
-354	GBM_grid_1_AutoML_20190416_021340_model_19	40959382450195620	202384244.5700643	40959382450195620	130689618.9160578		2019-04-16	2000
-355	GBM_grid_1_AutoML_20190416_030706_model_44	41045768063842296	202597551.96902627	41045768063842296	121355435.89151163		2019-04-16	2000
-356	DeepLearning_grid_1_AutoML_20190416_022142_model_4	41070178000103040	202657785.44162333	41070178000103040	127821622.46822506	0.4126377340123407	2019-04-16	2000
-357	DeepLearning_grid_1_AutoML_20190416_030706_model_6	41103083158647330	202738953.23456547	41103083158647330	125981333.6609388	0.43521610216951817	2019-04-16	2000
-358	DeepLearning_grid_1_AutoML_20190416_020809_model_4	41147554028435064	202848598.78351405	41147554028435064	128741191.89599232	0.4473386933276268	2019-04-16	2000
-359	GBM_grid_1_AutoML_20190416_030706_model_62	41394807036687460	203457138.08241642	41394807036687460	127404144.6221574		2019-04-16	2000
-360	GBM_grid_1_AutoML_20190416_030706_model_25	41433289134217610	203551686.64056212	41433289134217610	128228205.88930756	0.4441411765994238	2019-04-16	2000
-361	DeepLearning_grid_1_AutoML_20190416_021340_model_4	41450203932335660	203593231.54843745	41450203932335660	122674753.85159072	0.41471260492153494	2019-04-16	2000
-362	DeepLearning_grid_1_AutoML_20190416_030706_model_2	41476352005439100	203657437.88391107	41476352005439100	124872682.26889534		2019-04-16	2000
-363	DeepLearning_grid_1_AutoML_20190416_030706_model_7	42100924397727660	205185097.89389595	42100924397727660	133891210.94992515	0.4690435206617315	2019-04-16	2000
-364	GBM_grid_1_AutoML_20190416_021340_model_13	42112087578729510	205212298.79987583	42112087578729510	125506755.90958166		2019-04-16	2000
-365	GBM_grid_1_AutoML_20190416_023844_model_55	42184333142277256	205388249.7668191	42184333142277256	125759570.0496687	0.4395477018791305	2019-04-16	2000
-366	GBM_grid_1_AutoML_20190416_021340_model_10	42262114581365550	205577514.77573016	42262114581365550	134519155.92424047		2019-04-16	2000
-367	DeepLearning_grid_1_AutoML_20190416_021340_model_7	43767942129380160	209207892.12976685	43767942129380160	132579427.81451428	0.4541206095649007	2019-04-16	2000
-368	GBM_grid_1_AutoML_20190416_022142_model_12	43835300132260480	209368813.6572887	43835300132260480	130177891.74568056	0.4552408329507255	2019-04-16	2000
-369	GBM_grid_1_AutoML_20190416_030706_model_32	44278809021524060	210425305.08834732	44278809021524060	127171536.57620348		2019-04-16	2000
-370	XGBoost_grid_1_AutoML_20190416_022142_model_15	44507575093653460	210968185.02715868	44507575093653460	124404776.65845464	4.818858837007665	2019-04-16	2000
-371	DeepLearning_grid_1_AutoML_20190416_021340_model_5	44521576639132600	211001366.43901765	44521576639132600	128582524.11424474		2019-04-16	2000
-372	DeepLearning_grid_1_AutoML_20190416_023844_model_4	44749952826788820	211541846.51455802	44749952826788820	132667634.71504596		2019-04-16	2000
-373	DeepLearning_grid_1_AutoML_20190416_022142_model_6	45096322184143570	212358946.5601663	45096322184143570	143880078.91937596	0.5240228890992615	2019-04-16	2000
-374	GBM_grid_1_AutoML_20190416_022142_model_42	45132562486517304	212444257.36300167	45132562486517304	135523253.1499177	0.5002424976728088	2019-04-16	2000
-375	GBM_grid_1_AutoML_20190416_030706_model_48	45509815513395576	213330296.75457627	45509815513395576	139195209.48663726		2019-04-16	2000
-376	DeepLearning_grid_1_AutoML_20190416_030706_model_4	45818916557694776	214053536.66243118	45818916557694776	129225454.67460236	0.4278159289305025	2019-04-16	2000
-377	GBM_grid_1_AutoML_20190416_022142_model_3	45910269580722960	214266818.66477358	45910269580722960	128044402.36487097		2019-04-16	2000
-378	GBM_grid_1_AutoML_20190416_023844_model_65	46839337696723010	216423976.7140485	46839337696723010	136580193.23512098		2019-04-16	2000
-379	GBM_grid_1_AutoML_20190416_030706_model_60	48722891248431860	220732623.88788807	48722891248431860	137508190.64347312	0.4815231255823983	2019-04-16	2000
-380	XGBoost_grid_1_AutoML_20190416_022142_model_10	50637082331424640	225026848.02357394	50637082331424640	129566073.52060471	5.275268493927267	2019-04-16	2000
-381	GBM_grid_1_AutoML_20190416_022142_model_5	51771798314553770	227534169.553836	51771798314553770	151624433.51145285		2019-04-16	2000
-382	GBM_grid_1_AutoML_20190416_020809_model_3	52084985892576930	228221352.8410015	52084985892576930	143565390.35372362	0.5082964036929806	2019-04-16	2000
-383	DeepLearning_grid_1_AutoML_20190416_023844_model_6	52167223647262230	228401452.81337908	52167223647262230	159378118.10647804		2019-04-16	2000
-384	DeepLearning_grid_1_AutoML_20190416_015849_model_5	52579041440034500	229301202.43913788	52579041440034500	169670497.97604132	0.6270976247746434	2019-04-16	2000
-385	GBM_grid_1_AutoML_20190416_023844_model_27	53169609071124440	230585361.78848052	53169609071124440	151679638.17731276	0.5679505340739259	2019-04-16	2000
-386	GBM_grid_1_AutoML_20190416_022142_model_31	53234054690606170	230725062.9875441	53234054690606170	151299259.25518036	0.5674079387658498	2019-04-16	2000
-387	GBM_grid_1_AutoML_20190416_020809_model_10	53534958462981370	231376227.0912493	53534958462981370	146194269.00201336	0.518590545855089	2019-04-16	2000
-388	GBM_grid_1_AutoML_20190416_022142_model_39	53775459566840424	231895363.40091068	53775459566840424	154836629.96884874		2019-04-16	2000
-389	GBM_grid_1_AutoML_20190416_023844_model_52	54391632923213570	233220138.3311775	54391632923213570	162248587.29005787		2019-04-16	2000
-390	GBM_grid_1_AutoML_20190416_020809_model_13	56822514259445430	238374734.94362912	56822514259445430	152776734.66150075	0.5517142785052354	2019-04-16	2000
-391	GBM_grid_1_AutoML_20190416_023844_model_39	57253595676751780	239277236.0187065	57253595676751780	158813440.59783417	0.5907725184415414	2019-04-16	2000
-392	GBM_grid_1_AutoML_20190416_015849_model_10	58246382415426400	241342873.13990942	58246382415426400	153255150.72056198	0.5427086649682205	2019-04-16	2000
-393	DeepLearning_grid_1_AutoML_20190416_022142_model_9	58912928099984744	242719855.1828522	58912928099984744	178796728.40106934	0.669978886308253	2019-04-16	2000
-394	GBM_grid_1_AutoML_20190416_015849_model_12	59601545243725860	244134277.07662407	59601545243725860	160670829.04590026	0.5960430592393098	2019-04-16	2000
-395	GBM_grid_1_AutoML_20190416_021340_model_18	61863744563783070	248724233.9696377	61863744563783070	161562976.07291737	0.5839031645887277	2019-04-16	2000
-396	GBM_grid_1_AutoML_20190416_023844_model_64	61968218929256230	248934165.85365745	61968218929256230	163406910.38191152	0.6001943539042834	2019-04-16	2000
-397	GBM_grid_1_AutoML_20190416_022142_model_25	62078267925488136	249155108.16655585	62078267925488136	163690524.15843102	0.6022668116994655	2019-04-16	2000
-398	GBM_grid_1_AutoML_20190416_030706_model_26	63547164861538390	252085630.01793337	63547164861538390	166148874.8224817	0.6095602875116771	2019-04-16	2000
-399	GBM_grid_1_AutoML_20190416_020809_model_6	65073732625540140	255095536.27129608	65073732625540140	168402402.76986253	0.6159169770584755	2019-04-16	2000
-400	GBM_grid_1_AutoML_20190416_030706_model_68	65797155156754120	256509561.53086013	65797155156754120	169169530.44330785	0.6205615138534956	2019-04-16	2000
-401	GBM_grid_1_AutoML_20190416_023844_model_53	70453775711959144	265431301.3040458	70453775711959144	178630913.84742567	0.6420090258975218	2019-04-16	2000
-402	GBM_grid_1_AutoML_20190416_030706_model_27	70658544816692350	265816750.4441591	70658544816692350	179048671.76915315	0.6459222379103318	2019-04-16	2000
-403	GBM_grid_1_AutoML_20190416_023844_model_10	78907894229786530	280905489.8534141	78907894229786530	188616896.78075725	0.6741844543097595	2019-04-16	2000
-404	GBM_grid_1_AutoML_20190416_022142_model_41	80819699813266980	284288057.8097978	80819699813266980	192105778.0605842	0.6844722241430643	2019-04-16	2000
-405	GBM_grid_1_AutoML_20190416_023844_model_12	80999099822458610	284603407.96002185	80999099822458610	191131703.27715638	0.6815564687405004	2019-04-16	2000
-406	GBM_grid_1_AutoML_20190416_023844_model_63	81053908405600020	284699681.077447	81053908405600020	192598582.46968985	0.6874895781135774	2019-04-16	2000
-407	GBM_grid_1_AutoML_20190416_030706_model_54	82355947939668980	286977260.3180764	82355947939668980	192274249.21158287	0.6859317861719183	2019-04-16	2000
-408	GBM_grid_1_AutoML_20190416_020809_model_8	82719326417047070	287609677.19645154	82719326417047070	194366777.62034872	0.6883429221969091	2019-04-16	2000
-409	XGBoost_grid_1_AutoML_20190416_030706_model_9	85374620967664060	292189358.06710017	85374620967664060	162739248.218701	8.86769603359669	2019-04-16	2000
-410	XGBoost_grid_1_AutoML_20190416_030706_model_21	87168650194137900	295243374.51353234	87168650194137900	173993133.5849944	9.107660189804717	2019-04-16	2000
-411	GBM_grid_1_AutoML_20190416_022142_model_4	88942337390116140	298232019.39113814	88942337390116140	203197410.63796732	0.7148095707707666	2019-04-16	2000
-412	GBM_grid_1_AutoML_20190416_030706_model_70	90363395346058540	300605048.77007395	90363395346058540	204496892.62961105	0.7196122517066189	2019-04-16	2000
-413	GBM_grid_1_AutoML_20190416_030706_model_49	91366153036968980	302268346.0717794	91366153036968980	205046637.0259356	0.7208294967799397	2019-04-16	2000
-414	GBM_grid_1_AutoML_20190416_021340_model_20	91527814027623710	302535640.9212371	91527814027623710	206916682.32586908	0.7258822530828132	2019-04-16	2000
-415	GBM_grid_1_AutoML_20190416_022142_model_28	93435928629293870	305672911.1800617	93435928629293870	208086742.18431208	0.729920808220499	2019-04-16	2000
-416	GBM_grid_1_AutoML_20190416_023844_model_48	95068707336179970	308332138.02031726	95068707336179970	210339539.28868684	0.7361918719937407	2019-04-16	2000
-417	XGBoost_grid_1_AutoML_20190416_020809_model_3	95071398064270450	308336501.3492085	95071398064270450	186248631.22631583	9.622077081204404	2019-04-16	2000
-418	GBM_grid_1_AutoML_20190416_023844_model_33	96177395946510350	310124807.0479212	96177395946510350	211755377.1644788	0.7400110414595215	2019-04-16	2000
-419	GBM_grid_1_AutoML_20190416_022142_model_6	97026976249500620	311491534.7958924	97026976249500620	212928379.13619068	0.7434142361054855	2019-04-16	2000
-420	XGBoost_grid_1_AutoML_20190416_030706_model_29	97594788925395180	312401646.80327016	97594788925395180	215362624.7977604	0.7848173771887194	2019-04-16	2000
-421	GBM_grid_1_AutoML_20190416_023844_model_5	97661632747136860	312508612.2767449	97661632747136860	213617524.1727696	0.7454532112893235	2019-04-16	2000
-422	GBM_grid_1_AutoML_20190416_022142_model_7	98219365860057180	313399690.26796633	98219365860057180	214283945.00945204	0.7473905182441309	2019-04-16	2000
-423	GBM_grid_1_AutoML_20190416_020809_model_12	98445968437345340	313761005.2848272	98445968437345340	214502791.5438589	0.7481156565199785	2019-04-16	2000
-424	GBM_grid_1_AutoML_20190416_015849_model_14	98927233506913980	314526999.6469524	98927233506913980	215301736.37901503	0.7503232186892468	2019-04-16	2000
-425	GBM_grid_1_AutoML_20190416_020809_model_14	99005285005609140	314651052.76418376	99005285005609140	215466408.32463992	0.7506776516778659	2019-04-16	2000
-426	GBM_grid_1_AutoML_20190416_023844_model_66	99927793471820660	316113576.85461825	99927793471820660	216524984.66853943	0.7539087223643812	2019-04-16	2000
-427	StackedEnsemble_AllModels_AutoML_20190416_015849	100484242766098110	316992496.3876876	100484242766098110	217180190.02486664	0.7558775693636208	2019-04-16	2000
-428	GLM_grid_1_AutoML_20190416_020809_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-429	GLM_grid_1_AutoML_20190416_022142_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-430	GLM_grid_1_AutoML_20190416_023643_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-431	GLM_grid_1_AutoML_20190416_023844_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-432	GLM_grid_1_AutoML_20190416_021340_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-433	GLM_grid_1_AutoML_20190416_015849_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-434	GLM_grid_1_AutoML_20190416_030706_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	2000
-435	StackedEnsemble_BestOfFamily_AutoML_20190416_015849	100495854999988340	317010812.1184329	100495854999988340	217194254.21912342	0.7559186219924334	2019-04-16	2000
-436	XGBoost_grid_1_AutoML_20190416_015849_model_2	107801180437006900	328330900.8256867	107801180437006900	201224123.26674137	10.313649722496443	2019-04-16	2000
-437	GBM_grid_1_AutoML_20190416_015849_model_4	121124756589055410	348029821.40767103	121124756589055410	224273882.54226708		2019-04-16	2000
-438	XGBoost_grid_1_AutoML_20190416_030706_model_1	121878897060297090	349111582.5352936	121878897060297090	225471099.87525195	11.950059640129245	2019-04-16	2000
-439	XGBoost_grid_1_AutoML_20190416_021340_model_2	130129964941904400	360735311.47075754	130129964941904400	230687802.27290028	12.315010235914373	2019-04-16	2000
-440	XGBoost_grid_1_AutoML_20190416_030706_model_10	154216967740408400	392704682.6056552	154216967740408400	255447678.7019037	13.400657087748305	2019-04-16	2000
-441	XGBoost_grid_1_AutoML_20190416_021340_model_13	170031094700569340	412348268.7008269	170031094700569340	293766704.42911536	1.3131646172853368	2019-04-16	2000
-442	XGBoost_grid_1_AutoML_20190416_022142_model_19	185462956732219100	430654103.35003084	185462956732219100	302056927.3795073	15.328295024604053	2019-04-16	2000
-443	XGBoost_grid_1_AutoML_20190416_023844_model_10	187858292874370620	433426225.4113965	187858292874370620	300580379.43034714	15.320985399751176	2019-04-16	2000
diff --git a/DS/result/2000/leaderboard_2000.csv b/DS/result/2000/leaderboard_2000.csv
deleted file mode 100644
index 566aafe..0000000
--- a/DS/result/2000/leaderboard_2000.csv
+++ /dev/null
@@ -1,393 +0,0 @@
-,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
-0,GBM_grid_1_AutoML_20190421_195113_model_42,25227258681084860,158830912.23400077,25227258681084860,94917617.52713808,0.3265543276671246,2019-04-21,2000
-1,XGBoost_grid_1_AutoML_20190421_201138_model_4,25414913759634904,159420556.26435038,25414913759634904,94284067.45487122,0.3305880552732152,2019-04-21,2000
-2,XGBoost_grid_1_AutoML_20190421_204058_model_19,25438726742009896,159495224.8251022,25438726742009896,94327564.387458,0.3292691671184692,2019-04-21,2000
-3,GBM_grid_1_AutoML_20190421_193852_model_8,25571141404123644,159909791.45794562,25571141404123644,95197723.51631412,0.3294268464571294,2019-04-21,2000
-4,XGBoost_grid_1_AutoML_20190421_201138_model_18,25574313885274200,159919710.74659368,25574313885274200,94348004.11287794,0.32684768058220115,2019-04-21,2000
-5,GBM_grid_1_AutoML_20190421_201138_model_30,25574940112831340,159921668.67823553,25574940112831340,95259064.965172,0.3309750466372732,2019-04-21,2000
-6,GBM_1_AutoML_20190421_193027,25608395790612116,160026234.69485283,25608395790612116,96819212.36758102,0.3331421052832879,2019-04-21,2000
-7,XGBoost_1_AutoML_20190421_204058,25635579970684772,160111148.80196434,25635579970684772,94639270.87480403,0.3228454901010292,2019-04-21,2000
-8,XGBoost_grid_1_AutoML_20190421_195113_model_6,25721725199990868,160379940.14212272,25721725199990868,93286549.80694291,0.32099876349860906,2019-04-21,2000
-9,XGBoost_1_AutoML_20190421_193852,25797215186942024,160615115.06375116,25797215186942024,94810332.9899216,0.32450802399745704,2019-04-21,2000
-10,XGBoost_grid_1_AutoML_20190421_195113_model_13,25849046967440812,160776388.09054273,25849046967440812,94120200.90481524,0.32159487372180073,2019-04-21,2000
-11,XGBoost_grid_1_AutoML_20190421_193852_model_2,25952266820254724,161097072.6619659,25952266820254724,94894840.43001121,0.3312410095198983,2019-04-21,2000
-12,GBM_1_AutoML_20190421_201138,25963443620465856,161131758.57187763,25963443620465856,96516176.1353491,0.33086824621580657,2019-04-21,2000
-13,XGBoost_1_AutoML_20190421_193027,25963672277632090,161132468.10507214,25963672277632090,94764756.53930572,0.3259822280000789,2019-04-21,2000
-14,GBM_grid_1_AutoML_20190421_201138_model_19,25970363141852164,161153228.76645124,25970363141852164,95752982.34404252,0.33091755591032995,2019-04-21,2000
-15,XGBoost_grid_1_AutoML_20190421_193852_model_4,26041375084170424,161373402.65412518,26041375084170424,93939690.124972,0.3258318217475044,2019-04-21,2000
-16,XGBoost_grid_1_AutoML_20190421_204058_model_29,26045205004588520,161385268.85868028,26045205004588520,94615734.78701007,0.3278808315124762,2019-04-21,2000
-17,GBM_grid_1_AutoML_20190421_201138_model_7,26057079433860144,161422053.7406836,26057079433860144,95563903.22454259,0.3354939483453697,2019-04-21,2000
-18,XGBoost_1_AutoML_20190421_201138,26076835593861196,161483236.26265728,26076835593861196,95103060.1675252,0.32402854027943123,2019-04-21,2000
-19,XGBoost_1_AutoML_20190421_195113,26116389773464900,161605661.32863322,26116389773464900,94746900.30638298,0.32484088813228545,2019-04-21,2000
-20,XGBoost_grid_1_AutoML_20190421_193852_model_5,26119480117433132,161615222.41866058,26119480117433132,93547247.57267638,0.32035796372325376,2019-04-21,2000
-21,XGBoost_2_AutoML_20190421_193027,26134884730871340,161662873.69359532,26134884730871340,94910189.58297873,0.3257761568094641,2019-04-21,2000
-22,XGBoost_grid_1_AutoML_20190421_204058_model_14,26135504407946504,161664790.25423717,26135504407946504,95473677.50503922,0.3303282271125439,2019-04-21,2000
-23,GBM_grid_1_AutoML_20190421_204058_model_11,26165455161795050,161757396.00338233,26165455161795050,99271301.28916112,,2019-04-21,2000
-24,XGBoost_grid_1_AutoML_20190421_204058_model_12,26172243528584828,161778377.81540778,26172243528584828,94889800.77402017,0.326154611163018,2019-04-21,2000
-25,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,2000
-26,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,2000
-27,GBM_grid_1_AutoML_20190421_201138_model_1,26260930927906684,162052247.52500868,26260930927906684,95509036.69415122,0.33674449736022594,2019-04-21,2000
-28,XGBoost_2_AutoML_20190421_193852,26264856485215030,162064359.08371413,26264856485215030,94315665.56237404,0.3245158988519105,2019-04-21,2000
-29,GBM_1_AutoML_20190421_193852,26279155633803444,162108468.7294388,26279155633803444,97327058.64444073,0.3321160066321965,2019-04-21,2000
-30,GBM_grid_1_AutoML_20190421_201138_model_11,26280860570756184,162113727.27426934,26280860570756184,96006998.59726845,0.3294813037532445,2019-04-21,2000
-31,GBM_grid_1_AutoML_20190421_204058_model_43,26307391388006624,162195534.42683503,26307391388006624,98745558.02377552,0.3347128282157712,2019-04-21,2000
-32,XGBoost_grid_1_AutoML_20190421_204058_model_15,26328660183193856,162261086.47236976,26328660183193856,95177338.06405374,0.32765942000462583,2019-04-21,2000
-33,XGBoost_2_AutoML_20190421_204058,26359797630609300,162357006.71855617,26359797630609300,95258820.24456888,0.3276706859534677,2019-04-21,2000
-34,GBM_grid_1_AutoML_20190421_193852_model_5,26397887611581510,162474267.5366826,26397887611581510,95846051.24052164,0.32871123380665457,2019-04-21,2000
-35,XGBoost_grid_1_AutoML_20190421_195113_model_1,26402263640530330,162487733.81560323,26402263640530330,95196532.89854424,0.32554400482747753,2019-04-21,2000
-36,XGBoost_grid_1_AutoML_20190421_201138_model_2,26440286859799770,162604695.07305062,26440286859799770,98930110.07301232,0.33520670679043635,2019-04-21,2000
-37,XGBoost_grid_1_AutoML_20190421_193852_model_7,26440379055855956,162604978.57032531,26440379055855956,98378239.81724524,0.3347187320143341,2019-04-21,2000
-38,XGBoost_grid_1_AutoML_20190421_204058_model_1,26447610253712296,162627212.52518687,26447610253712296,96638352.72922732,0.3412669382543156,2019-04-21,2000
-39,GBM_1_AutoML_20190421_195113,26447775038675720,162627719.15843782,26447775038675720,96956870.88674594,0.3322311562364472,2019-04-21,2000
-40,XGBoost_grid_1_AutoML_20190421_204058_model_23,26475566091310376,162713140.49980837,26475566091310376,94479020.28846584,0.32556811472920383,2019-04-21,2000
-41,GBM_grid_1_AutoML_20190421_204058_model_57,26479647829381960,162725682.75899768,26479647829381960,97094371.53599606,0.33616472117599805,2019-04-21,2000
-42,XGBoost_grid_1_AutoML_20190421_201138_model_14,26495639933799268,162774813.57322842,26495639933799268,95632507.98342665,0.33301792825257737,2019-04-21,2000
-43,GBM_grid_1_AutoML_20190421_204058_model_26,26504008715356716,162800518.16673285,26504008715356716,97541188.3707431,0.3375383478396395,2019-04-21,2000
-44,GBM_4_AutoML_20190421_201138,26504156699475550,162800972.66133133,26504156699475550,97110565.34403303,0.33062249811169825,2019-04-21,2000
-45,XGBoost_grid_1_AutoML_20190421_201138_model_10,26550677702084350,162943786.93919063,26550677702084350,99492473.83471444,0.3384269202087183,2019-04-21,2000
-46,GBM_grid_1_AutoML_20190421_195113_model_37,26551301291761244,162945700.4396288,26551301291761244,96843428.8066808,0.3296300659680566,2019-04-21,2000
-47,GBM_grid_1_AutoML_20190421_204058_model_2,26561462115960570,162976876.01607957,26561462115960570,96721838.788869,0.3317113653546345,2019-04-21,2000
-48,GBM_grid_1_AutoML_20190421_201138_model_51,26606986233356456,163116480.56942758,26606986233356456,97015416.964475,0.3400265905172123,2019-04-21,2000
-49,GBM_grid_1_AutoML_20190421_195113_model_12,26621985891812190,163162452.45709008,26621985891812190,97371794.3463068,0.3342788432510915,2019-04-21,2000
-50,XGBoost_grid_1_AutoML_20190421_204058_model_8,26661475300952436,163283420.16552824,26661475300952436,100109372.96842106,0.3397931040893074,2019-04-21,2000
-51,XGBoost_grid_1_AutoML_20190421_201138_model_23,26673117576966024,163319066.7894169,26673117576966024,99051195.4212766,0.335852122791964,2019-04-21,2000
-52,XRT_1_AutoML_20190421_195113,26674899457743052,163324521.9118766,26674899457743052,97339614.72715662,0.3354960267200705,2019-04-21,2000
-53,XGBoost_grid_1_AutoML_20190421_193027_model_1,26686565270913868,163360231.60767698,26686565270913868,95577150.18589026,0.3336293424643191,2019-04-21,2000
-54,XGBoost_2_AutoML_20190421_195113,26710943791836092,163434830.41211286,26710943791836092,95830035.92653976,0.32538455093454777,2019-04-21,2000
-55,XGBoost_grid_1_AutoML_20190421_204058_model_13,26732429167294980,163500547.911299,26732429167294980,93877891.0073908,0.3297229215874509,2019-04-21,2000
-56,DRF_1_AutoML_20190421_193852,26740901050850308,163526453.67294648,26740901050850308,98123769.62061173,0.3381709947649401,2019-04-21,2000
-57,GBM_grid_1_AutoML_20190421_195113_model_3,26754003456648976,163566510.80416486,26754003456648976,96901718.85117762,0.3482966745858672,2019-04-21,2000
-58,XGBoost_grid_1_AutoML_20190421_201138_model_25,26769042509172504,163612476.63052016,26769042509172504,95718887.16954088,0.33300479668449895,2019-04-21,2000
-59,XGBoost_grid_1_AutoML_20190421_201138_model_21,26776028754850630,163633825.21609226,26776028754850630,95528928.21500559,0.3266141279642094,2019-04-21,2000
-60,XGBoost_2_AutoML_20190421_201138,26781426635620020,163650318.1653492,26781426635620020,95644628.01612544,0.325966382352594,2019-04-21,2000
-61,XRT_1_AutoML_20190421_193852,26800758131434212,163709370.93347532,26800758131434212,97507679.0992101,0.3355553951861386,2019-04-21,2000
-62,GBM_grid_1_AutoML_20190421_204058_model_44,26841059920457620,163832414.1324226,26841059920457620,96929540.23424621,0.32877559127123623,2019-04-21,2000
-63,GBM_grid_1_AutoML_20190421_193852_model_18,26851196304206972,163863346.43295607,26851196304206972,97276308.73585878,0.33903167082554625,2019-04-21,2000
-64,XGBoost_grid_1_AutoML_20190421_195113_model_7,26881414923038828,163955527.27199784,26881414923038828,94850248.69787234,0.3319173720441723,2019-04-21,2000
-65,GBM_3_AutoML_20190421_195113,26897628337351956,164004964.36800918,26897628337351956,98761895.48653723,0.3346352072865905,2019-04-21,2000
-66,GBM_grid_1_AutoML_20190421_201138_model_5,26954817103445630,164179222.50834796,26954817103445630,99668129.72840406,0.3412288533485873,2019-04-21,2000
-67,GBM_grid_1_AutoML_20190421_195113_model_21,26968696030774370,164221484.68082482,26968696030774370,97679785.83315656,0.34760367168483985,2019-04-21,2000
-68,GBM_grid_1_AutoML_20190421_204058_model_9,26972520999705668,164233130.03077567,26972520999705668,98318634.58270667,0.36314465934546175,2019-04-21,2000
-69,GBM_grid_1_AutoML_20190421_195113_model_43,26996898173258790,164307328.42225507,26996898173258790,97696501.09934342,0.3385149190944335,2019-04-21,2000
-70,GBM_3_AutoML_20190421_201138,26997948597426076,164310524.91373178,26997948597426076,98509510.8784,0.3327481624497605,2019-04-21,2000
-71,GBM_4_AutoML_20190421_193027,27007662534862990,164340081.94857088,27007662534862990,97393457.22641207,0.3312914754145201,2019-04-21,2000
-72,GBM_grid_1_AutoML_20190421_201138_model_26,27028741039255700,164404200.18739092,27028741039255700,98790857.34436391,0.3414104880947049,2019-04-21,2000
-73,XGBoost_grid_1_AutoML_20190421_204058_model_4,27044913692896900,164453378.47820854,27044913692896900,94435994.43225084,0.3218908200361242,2019-04-21,2000
-74,GBM_2_AutoML_20190421_201138,27044925139717820,164453413.28083715,27044925139717820,99409985.70096678,0.3349279005391009,2019-04-21,2000
-75,GBM_4_AutoML_20190421_195113,27074754873791588,164544081.85587102,27074754873791588,97746910.73060709,0.33023946737413834,2019-04-21,2000
-76,XRT_1_AutoML_20190421_204058,27076449205027720,164549230.33860633,27076449205027720,98320007.87458009,0.3371065274485402,2019-04-21,2000
-77,XGBoost_grid_1_AutoML_20190421_204058_model_6,27108987498344932,164648071.65085456,27108987498344932,93430810.11601344,0.3226087056035736,2019-04-21,2000
-78,XGBoost_grid_1_AutoML_20190421_201138_model_8,27110711837044396,164653308.00516698,27110711837044396,96430777.26047032,0.32915182638190044,2019-04-21,2000
-79,GBM_2_AutoML_20190421_195113,27168322631996316,164828160.91917157,27168322631996316,99839915.38183944,0.3364256346015799,2019-04-21,2000
-80,XGBoost_grid_1_AutoML_20190421_204058_model_28,27179370693368204,164861671.38958707,27179370693368204,97179616.89899217,0.3386117547854332,2019-04-21,2000
-81,XGBoost_grid_1_AutoML_20190421_204058_model_16,27190576736213420,164895654.08528334,27190576736213420,95427216.64456888,0.33054579805188755,2019-04-21,2000
-82,DRF_1_AutoML_20190421_195113,27208563320183270,164950184.35934916,27208563320183270,99406448.30331524,0.33806333010629924,2019-04-21,2000
-83,XGBoost_grid_1_AutoML_20190421_195113_model_2,27213927496490508,164966443.54683322,27213927496490508,100363822.69921613,0.33777746022257593,2019-04-21,2000
-84,XGBoost_grid_1_AutoML_20190421_204058_model_5,27219140040015332,164982241.58986118,27219140040015332,93958174.656215,0.323295764032842,2019-04-21,2000
-85,GBM_4_AutoML_20190421_193852,27249419765676480,165073982.70374554,27249419765676480,98502566.73291816,0.3328970479644612,2019-04-21,2000
-86,GBM_grid_1_AutoML_20190421_195113_model_1,27313380375151132,165267602.31561154,27313380375151132,98805541.6198987,0.3352877719111742,2019-04-21,2000
-87,GBM_3_AutoML_20190421_204058,27322174751437356,165294206.64813802,27322174751437356,99445913.24279952,0.33442507203380994,2019-04-21,2000
-88,XGBoost_grid_1_AutoML_20190421_195113_model_12,27340805403037500,165350553.0775071,27340805403037500,100353150.8774916,0.3412700636049968,2019-04-21,2000
-89,GBM_grid_1_AutoML_20190421_193027_model_2,27388079208336188,165493441.58707982,27388079208336188,98562865.55332977,0.336311590042542,2019-04-21,2000
-90,XGBoost_grid_1_AutoML_20190421_201138_model_1,27404219444095748,165542198.37882948,27404219444095748,96023227.5762598,0.3260053792277379,2019-04-21,2000
-91,GBM_3_AutoML_20190421_193852,27418320451079012,165584783.27152833,27418320451079012,99587680.72650307,0.33538926428496274,2019-04-21,2000
-92,XGBoost_grid_1_AutoML_20190421_193852_model_10,27419574434052736,165588569.75664935,27419574434052736,96152521.0956327,0.32640355785193,2019-04-21,2000
-93,GBM_4_AutoML_20190421_204058,27460893633604108,165713287.43828633,27460893633604108,98118700.03232342,0.3325045185737349,2019-04-21,2000
-94,GBM_grid_1_AutoML_20190421_201138_model_16,27480846605509372,165773479.8015333,27480846605509372,100251504.14712696,0.34622829065515776,2019-04-21,2000
-95,GBM_1_AutoML_20190421_204058,27487466060243188,165793443.96037856,27487466060243188,98476117.49157266,0.336222196535323,2019-04-21,2000
-96,GBM_grid_1_AutoML_20190421_201138_model_33,27500429113770068,165832533.33942068,27500429113770068,99094372.77346472,0.3406753116908627,2019-04-21,2000
-97,GBM_grid_1_AutoML_20190421_195113_model_32,27506839385968730,165851859.7603558,27506839385968730,99114755.59752412,0.35026777925846875,2019-04-21,2000
-98,GBM_grid_1_AutoML_20190421_193852_model_15,27507817383138616,165854808.13994697,27507817383138616,97947971.33540766,0.3302751494734535,2019-04-21,2000
-99,DRF_1_AutoML_20190421_201138,27538943204486468,165948616.15719026,27538943204486468,99649544.05235484,0.33965199619778536,2019-04-21,2000
-100,GBM_grid_1_AutoML_20190421_204058_model_14,27546213411296920,165970519.70544925,27546213411296920,98239510.49212116,0.33422519683575536,2019-04-21,2000
-101,GBM_2_AutoML_20190421_193027,27583374052185924,166082431.49769312,27583374052185924,101012846.90034136,0.3388681406396465,2019-04-21,2000
-102,XGBoost_grid_1_AutoML_20190421_195113_model_4,27612081448224204,166168834.166411,27612081448224204,96129250.03449048,0.3391486676396082,2019-04-21,2000
-103,GBM_3_AutoML_20190421_193027,27664062115152828,166325169.8184999,27664062115152828,99311822.14091992,0.33381452374477977,2019-04-21,2000
-104,XGBoost_grid_1_AutoML_20190421_193027_model_2,27678389956980028,166368236.0217239,27678389956980028,97946028.47928332,0.32966277380840164,2019-04-21,2000
-105,XGBoost_grid_1_AutoML_20190421_201138_model_19,27698334005133900,166428164.69916955,27698334005133900,96297416.31354985,0.3244600156441625,2019-04-21,2000
-106,XGBoost_grid_1_AutoML_20190421_201138_model_24,27743023693091650,166562371.78033835,27743023693091650,96177647.2362822,0.3382207108439227,2019-04-21,2000
-107,GBM_grid_1_AutoML_20190421_204058_model_53,27754287781167536,166596181.772475,27754287781167536,99776408.8055961,0.3585451207494131,2019-04-21,2000
-108,GBM_grid_1_AutoML_20190421_193852_model_7,27797080832182332,166724565.7729608,27797080832182332,100784946.62844037,0.35029267343570797,2019-04-21,2000
-109,GBM_2_AutoML_20190421_193852,27812828429957544,166771785.47331542,27812828429957544,100681017.58989777,0.33896955154256136,2019-04-21,2000
-110,XGBoost_grid_1_AutoML_20190421_204058_model_27,27842296472096044,166860110.48808533,27842296472096044,95872480.3162374,0.33518041018742145,2019-04-21,2000
-111,GBM_2_AutoML_20190421_204058,27866748172534444,166933364.4677853,27866748172534444,100582811.90229572,0.3379926852648215,2019-04-21,2000
-112,XGBoost_grid_1_AutoML_20190421_204058_model_2,27885016330575610,166988072.42008516,27885016330575610,97335407.756327,0.3277923538794265,2019-04-21,2000
-113,XRT_1_AutoML_20190421_201138,27927396426327524,167114919.81964844,27927396426327524,99210401.84798452,0.3403288637251221,2019-04-21,2000
-114,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,2000
-115,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,2000
-116,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,2000
-117,GBM_grid_1_AutoML_20190421_195113_model_5,28082567727412210,167578541.96588597,28082567727412210,98942788.15666255,0.3392788049586035,2019-04-21,2000
-118,XGBoost_grid_1_AutoML_20190421_201138_model_5,28112443179696212,167667656.92791265,28112443179696212,98762892.27592383,0.33449358769609144,2019-04-21,2000
-119,XGBoost_grid_1_AutoML_20190421_204058_model_25,28126786790540890,167710425.4080255,28126786790540890,102369994.59350504,0.3426296054390996,2019-04-21,2000
-120,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,2000
-121,GBM_grid_1_AutoML_20190421_195113_model_45,28136858131673456,167740448.70475772,28136858131673456,99070259.345193,0.34488435370655723,2019-04-21,2000
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-138,XGBoost_grid_1_AutoML_20190421_204058_model_11,28687050285923490,169372519.27607232,28687050285923490,97937947.85397536,0.3356250767445691,2019-04-21,2000
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-141,XGBoost_3_AutoML_20190421_201138,28764294158928492,169600395.51524782,28764294158928492,103930689.856215,0.3471102392177405,2019-04-21,2000
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-144,XGBoost_3_AutoML_20190421_193852,28885997592958524,169958811.46018443,28885997592958524,103392672.50167972,0.3469717034470748,2019-04-21,2000
-145,GBM_grid_1_AutoML_20190421_195113_model_10,28932113478039950,170094425.18213215,28932113478039950,105261982.94006816,0.3527254622871051,2019-04-21,2000
-146,XGBoost_grid_1_AutoML_20190421_193852_model_3,28939752817875344,170116879.87344274,28939752817875344,98972962.58544232,0.3311129575530889,2019-04-21,2000
-147,XGBoost_grid_1_AutoML_20190421_195113_model_3,28945757502373804,170134527.66083023,28945757502373804,97559443.37110862,0.3278449842170506,2019-04-21,2000
-148,GBM_grid_1_AutoML_20190421_195113_model_24,28978204936819600,170229859.12236315,28978204936819600,100947139.68458062,0.3401385093351456,2019-04-21,2000
-149,XGBoost_grid_1_AutoML_20190421_201138_model_3,29073855696088090,170510573.56096157,29073855696088090,96563668.48734602,0.3245355396266236,2019-04-21,2000
-150,XGBoost_grid_1_AutoML_20190421_201138_model_9,29173432033831710,170802318.58447272,29173432033831710,99188848.43538634,0.33170796056948193,2019-04-21,2000
-151,GBM_grid_1_AutoML_20190421_195113_model_33,29181225186454360,170825130.43008152,29181225186454360,102385494.3591766,0.3421846650988194,2019-04-21,2000
-152,XGBoost_grid_1_AutoML_20190421_204058_model_30,29194776396170524,170864789.80811268,29194776396170524,100307361.37961926,0.3483013566652906,2019-04-21,2000
-153,GBM_grid_1_AutoML_20190421_201138_model_37,29292380923104864,171150170.67798927,29292380923104864,103124336.65014876,0.3822376577113299,2019-04-21,2000
-154,XGBoost_grid_1_AutoML_20190421_204058_model_26,29344500387179024,171302365.3869935,29344500387179024,103268233.25599104,0.3440397309447568,2019-04-21,2000
-155,GBM_grid_1_AutoML_20190421_195113_model_41,29363016109122984,171356400.84082934,29363016109122984,103136021.68888365,,2019-04-21,2000
-156,XGBoost_grid_1_AutoML_20190421_201138_model_22,29391895309936544,171440646.6096548,29391895309936544,105266184.93706606,0.3485178593034265,2019-04-21,2000
-157,GBM_grid_1_AutoML_20190421_193852_model_20,29422910103265144,171531076.20272526,29422910103265144,103225153.25718318,0.3443803378738321,2019-04-21,2000
-158,GBM_grid_1_AutoML_20190421_204058_model_54,29437366705145176,171573210.91926086,29437366705145176,102562645.56181802,0.3428166063723517,2019-04-21,2000
-159,XGBoost_grid_1_AutoML_20190421_193852_model_9,29523497473880540,171824030.54835066,29523497473880540,101114085.57222845,2.1711774175615197,2019-04-21,2000
-160,XGBoost_grid_1_AutoML_20190421_204058_model_31,29590783125750310,172019717.25866285,29590783125750310,105038688.99440087,0.34953557895504184,2019-04-21,2000
-161,XGBoost_grid_1_AutoML_20190421_195113_model_10,29604426024570210,172059367.73268175,29604426024570210,104737106.58544232,0.34698622529037665,2019-04-21,2000
-162,GBM_grid_1_AutoML_20190421_204058_model_38,29707536749969560,172358744.33857298,29707536749969560,101695923.21068954,0.339246748012701,2019-04-21,2000
-163,XGBoost_grid_1_AutoML_20190421_204058_model_9,29731745819206116,172428958.76043013,29731745819206116,100605626.60694288,0.3358650641077817,2019-04-21,2000
-164,XGBoost_grid_1_AutoML_20190421_204058_model_21,29798428461650980,172622213.11769518,29798428461650980,104925098.29160134,0.34825276715591635,2019-04-21,2000
-165,XGBoost_grid_1_AutoML_20190421_204058_model_18,29847089862596010,172763103.30216926,29847089862596010,104779338.85778277,0.3478351701917308,2019-04-21,2000
-166,GBM_grid_1_AutoML_20190421_204058_model_21,30114120548341396,173534205.70118558,30114120548341396,108112683.12142164,0.3617116920167627,2019-04-21,2000
-167,GBM_grid_1_AutoML_20190421_201138_model_53,30162818487464012,173674461.2413236,30162818487464012,107574443.69216274,,2019-04-21,2000
-168,GBM_grid_1_AutoML_20190421_201138_model_39,30167782571269790,173688751.99986264,30167782571269790,103623673.57494532,0.36020798309642604,2019-04-21,2000
-169,GBM_grid_1_AutoML_20190421_204058_model_20,30173690994118036,173705759.8184874,30173690994118036,104443104.43984409,0.3475891014508893,2019-04-21,2000
-170,XGBoost_grid_1_AutoML_20190421_201138_model_15,30177119049948030,173715626.95954567,30177119049948030,99800327.27166854,0.3331787934400393,2019-04-21,2000
-171,GBM_grid_1_AutoML_20190421_195113_model_15,30204265593935040,173793744.4039199,30204265593935040,107702045.30852216,0.35897150915266224,2019-04-21,2000
-172,XGBoost_grid_1_AutoML_20190421_195113_model_9,30212997421749496,173818863.82596537,30212997421749496,99018356.70235164,0.330109475088102,2019-04-21,2000
-173,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,2000
-174,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,2000
-175,GBM_grid_1_AutoML_20190421_193852_model_12,30474929865168812,174570701.62306392,30474929865168812,109249906.29225989,,2019-04-21,2000
-176,GBM_grid_1_AutoML_20190421_201138_model_57,30511173650424364,174674479.10448843,30511173650424364,108577939.85389459,0.3609438230896187,2019-04-21,2000
-177,GBM_grid_1_AutoML_20190421_195113_model_20,30566762398869428,174833527.67381155,30566762398869428,108465701.75349893,,2019-04-21,2000
-178,GBM_grid_1_AutoML_20190421_204058_model_45,30612893726512956,174965407.22815168,30612893726512956,104049100.32249421,0.34740029949450946,2019-04-21,2000
-179,GBM_grid_1_AutoML_20190421_193852_model_13,30619632271711468,174984662.9613906,30619632271711468,105414169.10187142,0.38647636218648096,2019-04-21,2000
-180,GBM_grid_1_AutoML_20190421_195113_model_25,30823244061926404,175565497.92577812,30823244061926404,106993540.34280191,0.3787217801921676,2019-04-21,2000
-181,GBM_grid_1_AutoML_20190421_204058_model_19,30917232024790410,175832966.2628439,30917232024790410,109573212.15621828,,2019-04-21,2000
-182,GBM_grid_1_AutoML_20190421_204058_model_8,30975645703262864,175998993.47230047,30975645703262864,112038196.14038701,,2019-04-21,2000
-183,GBM_grid_1_AutoML_20190421_204058_model_35,30991457427599828,176043907.6696488,30991457427599828,107385975.60346046,0.35628061146979545,2019-04-21,2000
-184,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,2000
-185,GBM_grid_1_AutoML_20190421_201138_model_59,31094192379857284,176335454.1204272,31094192379857284,110259295.77282465,,2019-04-21,2000
-186,GBM_grid_1_AutoML_20190421_195113_model_2,31109443734604936,176378694.10618997,31109443734604936,106373070.29585846,0.3805359039580692,2019-04-21,2000
-187,GBM_grid_1_AutoML_20190421_201138_model_60,31216947608392356,176683184.28303343,31216947608392356,111619781.19354041,,2019-04-21,2000
-188,GBM_grid_1_AutoML_20190421_195113_model_22,31237843062478840,176742306.94001603,31237843062478840,109242834.67195524,0.3823625230994893,2019-04-21,2000
-189,GBM_grid_1_AutoML_20190421_195113_model_40,31256665627915556,176795547.53419432,31256665627915556,107833242.30769792,0.38992321021550297,2019-04-21,2000
-190,GBM_grid_1_AutoML_20190421_201138_model_3,31262873159638844,176813102.34153703,31262873159638844,110075534.80411328,,2019-04-21,2000
-191,XGBoost_grid_1_AutoML_20190421_195113_model_15,31348132027122396,177054037.02576905,31348132027122396,101717395.09608065,0.3457148956441133,2019-04-21,2000
-192,GBM_grid_1_AutoML_20190421_201138_model_41,31362078659930020,177093417.88990924,31362078659930020,105349749.40115432,0.34803142743600607,2019-04-21,2000
-193,GBM_grid_1_AutoML_20190421_204058_model_18,31459336594723540,177367800.3323138,31459336594723540,112256639.40075679,,2019-04-21,2000
-194,XGBoost_grid_1_AutoML_20190421_195113_model_8,31519036505430092,177536014.67147473,31519036505430092,98172094.44389698,0.3295501968258569,2019-04-21,2000
-195,GBM_grid_1_AutoML_20190421_201138_model_4,31565590151195684,177667076.72271666,31565590151195684,111064449.72264856,0.3676870754081821,2019-04-21,2000
-196,GBM_grid_1_AutoML_20190421_204058_model_15,31728464701106660,178124857.05568063,31728464701106660,109464307.15871778,,2019-04-21,2000
-197,GBM_grid_1_AutoML_20190421_195113_model_11,31744644688717292,178170268.81249657,31744644688717292,112300720.34336962,0.3726574919968835,2019-04-21,2000
-198,DeepLearning_grid_1_AutoML_20190421_204058_model_1,31761226397211816,178216796.05809274,31761226397211816,119526168.76055366,,2019-04-21,2000
-199,GBM_grid_1_AutoML_20190421_195113_model_27,31777206021995948,178261622.40369055,31777206021995948,112464778.95396304,,2019-04-21,2000
-200,GBM_grid_1_AutoML_20190421_201138_model_29,31879290084104028,178547724.94799262,31879290084104028,113478948.79063188,,2019-04-21,2000
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-202,GBM_grid_1_AutoML_20190421_195113_model_30,31953643012134644,178755819.5196303,31953643012134644,107807527.19272016,0.3885508702092354,2019-04-21,2000
-203,GBM_grid_1_AutoML_20190421_204058_model_12,32053396547326372,179034623.87852907,32053396547326372,112656643.93250877,,2019-04-21,2000
-204,GBM_grid_1_AutoML_20190421_195113_model_4,32087579930848390,179130064.28527957,32087579930848390,107986003.67501745,0.3589515537439861,2019-04-21,2000
-205,GBM_grid_1_AutoML_20190421_193852_model_17,32114681272632548,179205695.42465034,32114681272632548,108556100.5826916,0.3779122020051669,2019-04-21,2000
-206,GBM_grid_1_AutoML_20190421_204058_model_4,32155700798358856,179320107.06654972,32155700798358856,112704797.93386884,0.40386912167515737,2019-04-21,2000
-207,DeepLearning_grid_1_AutoML_20190421_201138_model_4,32333861864791044,179816189.106518,32333861864791044,110609367.85223874,0.3717588262148578,2019-04-21,2000
-208,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,2000
-209,GBM_grid_1_AutoML_20190421_204058_model_3,32355470101770130,179876263.30833685,32355470101770130,113509894.4042116,,2019-04-21,2000
-210,GBM_grid_1_AutoML_20190421_195113_model_23,32403374842699490,180009374.31894898,32403374842699490,112876201.14740288,0.3947535975734609,2019-04-21,2000
-211,GBM_grid_1_AutoML_20190421_204058_model_50,32418751667537750,180052080.43101794,32418751667537750,110560103.09348786,0.4228408307861718,2019-04-21,2000
-212,GBM_grid_1_AutoML_20190421_201138_model_10,32555659359812660,180431869.02488336,32555659359812660,109361071.98461294,0.39187827534131175,2019-04-21,2000
-213,XGBoost_grid_1_AutoML_20190421_204058_model_22,32560620820971052,180445617.3504113,32560620820971052,107810147.83157894,0.3546910525951642,2019-04-21,2000
-214,GBM_grid_1_AutoML_20190421_201138_model_45,32729573353204636,180913165.22908065,32729573353204636,110555202.42929424,0.3845836303551758,2019-04-21,2000
-215,XGBoost_grid_1_AutoML_20190421_201138_model_7,32777774929665828,181046333.65430468,32777774929665828,105288175.12206048,3.0536634885824885,2019-04-21,2000
-216,DeepLearning_grid_1_AutoML_20190421_201138_model_2,32786781740283816,181071206.27058244,32786781740283816,118936324.25207023,,2019-04-21,2000
-217,GBM_grid_1_AutoML_20190421_201138_model_31,32951729057476150,181526111.22776842,32951729057476150,117366927.42879868,,2019-04-21,2000
-218,GBM_grid_1_AutoML_20190421_204058_model_33,33095213301957884,181920898.4750182,33095213301957884,117633877.97596934,,2019-04-21,2000
-219,DeepLearning_grid_1_AutoML_20190421_204058_model_4,33216143071742224,182252964.50741816,33216143071742224,119015442.51996192,0.4249846059236199,2019-04-21,2000
-220,DeepLearning_grid_1_AutoML_20190421_204058_model_2,33218352380829244,182259025.5126732,33218352380829244,112966712.32132266,,2019-04-21,2000
-221,XGBoost_grid_1_AutoML_20190421_201138_model_26,33228971965812104,182288156.4057635,33228971965812104,102046688.60918254,0.3347704136629638,2019-04-21,2000
-222,GBM_grid_1_AutoML_20190421_201138_model_55,33397658603655004,182750262.93730745,33397658603655004,113023357.90028933,0.3884938094138353,2019-04-21,2000
-223,DeepLearning_grid_1_AutoML_20190421_195113_model_1,33523397189669604,183093957.27240592,33523397189669604,116057866.68198672,,2019-04-21,2000
-224,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,2000
-225,GBM_grid_1_AutoML_20190421_201138_model_18,33561416281945644,183197751.8474112,33561416281945644,116151668.61769211,,2019-04-21,2000
-226,GBM_grid_1_AutoML_20190421_201138_model_50,33575021424561964,183234880.48011482,33575021424561964,110921633.28249936,,2019-04-21,2000
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-283,DeepLearning_grid_1_AutoML_20190421_195113_model_5,37907222391798360,194697771.92304572,37907222391798360,123084477.69046468,,2019-04-21,2000
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-304,DeepLearning_grid_1_AutoML_20190421_201138_model_6,42113954920514040,205216848.5298272,42113954920514040,128057848.94059454,0.4399565074319319,2019-04-21,2000
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-320,DeepLearning_grid_1_AutoML_20190421_193027_model_2,45581372041016904,213497943.88006857,45581372041016904,134154762.49592508,,2019-04-21,2000
-321,GBM_grid_1_AutoML_20190421_204058_model_28,46392975242769760,215390285.85980788,46392975242769760,132695849.89463133,0.4572527014792002,2019-04-21,2000
-322,DeepLearning_grid_1_AutoML_20190421_193852_model_5,50914559926584070,225642549.01632372,50914559926584070,164907023.45550904,0.6331614305948017,2019-04-21,2000
-323,GBM_grid_1_AutoML_20190421_193852_model_4,51066859352145780,225979776.42290425,51066859352145780,140325518.75574973,0.4866283211320511,2019-04-21,2000
-324,GBM_grid_1_AutoML_20190421_204058_model_1,51879284981195590,227770246.04016125,51879284981195590,141501393.23202574,0.4909512949728385,2019-04-21,2000
-325,DeepLearning_grid_1_AutoML_20190421_204058_model_9,52235776346562990,228551474.17280638,52235776346562990,142191896.4187804,,2019-04-21,2000
-326,XGBoost_grid_1_AutoML_20190421_204058_model_24,52503700503891310,229136859.7670207,52503700503891310,126183888.66931689,3.7420193395236176,2019-04-21,2000
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-328,XGBoost_grid_1_AutoML_20190421_201138_model_17,54993776445438260,234507518.95288613,54993776445438260,129934634.46192607,4.321945230778886,2019-04-21,2000
-329,DeepLearning_grid_1_AutoML_20190421_204058_model_8,55375369495866520,235319717.60960984,55375369495866520,175062039.38566294,0.657447378827138,2019-04-21,2000
-330,DeepLearning_grid_1_AutoML_20190421_193852_model_4,56598235133300730,237903835.89446545,56598235133300730,184743592.1435324,0.7015554082388032,2019-04-21,2000
-331,GBM_grid_1_AutoML_20190421_204058_model_17,56874719667880580,238484212.61769208,56874719667880580,156868062.37023124,0.5824681230411374,2019-04-21,2000
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diff --git a/DS/result/2000/params.json b/DS/result/2000/params.json
deleted file mode 100644
index 50d6640..0000000
--- a/DS/result/2000/params.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/DS/result/2000/varimp_percentage_2000.csv b/DS/result/2000/varimp_percentage_2000.csv
deleted file mode 100644
index cca1f5d..0000000
--- a/DS/result/2000/varimp_percentage_2000.csv
+++ /dev/null
@@ -1,391 +0,0 @@
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diff --git a/DS/result/2000/varimp_relative_importance_2000.csv b/DS/result/2000/varimp_relative_importance_2000.csv
deleted file mode 100644
index 7a98453..0000000
--- a/DS/result/2000/varimp_relative_importance_2000.csv
+++ /dev/null
@@ -1,391 +0,0 @@
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diff --git a/DS/result/2000/varimp_scaled_importance_2000.csv b/DS/result/2000/varimp_scaled_importance_2000.csv
deleted file mode 100644
index cc0c823..0000000
--- a/DS/result/2000/varimp_scaled_importance_2000.csv
+++ /dev/null
@@ -1,391 +0,0 @@
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diff --git a/DS/result/300/Hyperparameter_DL_300.csv b/DS/result/300/Hyperparameter_DL_300.csv
deleted file mode 100644
index 3dd7dd3..0000000
--- a/DS/result/300/Hyperparameter_DL_300.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
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diff --git a/DS/result/300/Hyperparameter_DRF_300.csv b/DS/result/300/Hyperparameter_DRF_300.csv
deleted file mode 100644
index 17129ce..0000000
--- a/DS/result/300/Hyperparameter_DRF_300.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,DRF_1_AutoML_20190421_193027,False,,5.0,1.0,14,20,0,False,0.014965432360392486,289857840033600655
diff --git a/DS/result/300/Hyperparameter_GBM_300.csv b/DS/result/300/Hyperparameter_GBM_300.csv
deleted file mode 100644
index a3f4833..0000000
--- a/DS/result/300/Hyperparameter_GBM_300.csv
+++ /dev/null
@@ -1,19 +0,0 @@
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diff --git a/DS/result/300/Hyperparameter_GLM_300.csv b/DS/result/300/Hyperparameter_GLM_300.csv
deleted file mode 100644
index 8009cbe..0000000
--- a/DS/result/300/Hyperparameter_GLM_300.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
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diff --git a/DS/result/300/Hyperparameter_XGBoost_300.csv b/DS/result/300/Hyperparameter_XGBoost_300.csv
deleted file mode 100644
index 2e44a6d..0000000
--- a/DS/result/300/Hyperparameter_XGBoost_300.csv
+++ /dev/null
@@ -1,12 +0,0 @@
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diff --git a/DS/result/300/Hyperparameter_XRT_300.csv b/DS/result/300/Hyperparameter_XRT_300.csv
deleted file mode 100644
index a54fa54..0000000
--- a/DS/result/300/Hyperparameter_XRT_300.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
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diff --git a/DS/result/300/all_varimp.csv b/DS/result/300/all_varimp.csv
deleted file mode 100644
index 5dcbfa2..0000000
--- a/DS/result/300/all_varimp.csv
+++ /dev/null
@@ -1,1350 +0,0 @@
-	model_id	variable	relative_importance	scaled_importance	percentage
-0	GBM_1_AutoML_20190416_015849	supply_area	5.142440512168814e+20	1.0	0.26965304008383767
-1	GBM_1_AutoML_20190416_015849	city	3.556079913049879e+20	0.691516003857497	0.18646939270680088
-2	GBM_1_AutoML_20190416_015849	exclusive_use_area	2.8717862730904633e+20	0.5584481271674047	0.15058723521981623
-3	GBM_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.3659960388754185e+20	0.2656318601339177	0.07162843862823566
-4	GBM_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.1062438055314771e+20	0.21512038941699316	0.05800786699031123
-5	GBM_1_AutoML_20190416_015849	total_household_count_in_sites	8.393671766441984e+19	0.16322350733235744	0.04401371496531675
-6	GBM_1_AutoML_20190416_015849	floor	7.956222709042931e+19	0.1547168643023818	0.041719872811375826
-7	GBM_1_AutoML_20190416_015849	heat_fuel_cogeneration	6.286668838041813e+19	0.12225068667620664	0.03296526931457583
-8	GBM_1_AutoML_20190416_015849	total_household_count_of_area_type	5.228192743433018e+19	0.10166753958672509	0.02741496112740433
-9	GBM_1_AutoML_20190416_015849	heat_fuel_gas	4.359336664931867e+19	0.08477174708421324	0.0228589593144763
-10	GBM_1_AutoML_20190416_015849	bathroom_count	4.257647232525376e+19	0.08279429236858049	0.02232573263877781
-11	GBM_1_AutoML_20190416_015849	heat_type_district	3.5194944992644694e+19	0.06844015970502942	0.01845509712828455
-12	GBM_1_AutoML_20190416_015849	heat_type_individual	3.422536045489973e+19	0.06655470369352945	0.017946678182839237
-13	GBM_1_AutoML_20190416_015849	front_door_structure_stairway	2.4499676530895487e+19	0.047642119481831	0.01284684235431316
-14	GBM_1_AutoML_20190416_015849	room_count	2.002224967831257e+19	0.038935306360730705	0.010499023726766617
-15	GBM_1_AutoML_20190416_015849	front_door_structure_mixed	1.0703568675027288e+19	0.020814180834370175	0.005612607138842666
-16	GBM_1_AutoML_20190416_015849	heat_type_central	7.370545410470838e+18	0.014332777196021126	0.0038648769437513992
-17	GBM_1_AutoML_20190416_015849	front_door_structure_corridor	5.969837415672578e+18	0.01160895765647819	0.003130390724273887
-18	XGBoost_1_AutoML_20190416_015849	exclusive_use_area	6.66503260347023e+20	1.0	0.24313142433565593
-19	XGBoost_1_AutoML_20190416_015849	supply_area	5.901882517332301e+20	0.8854994219022146	0.21529273569548538
-20	XGBoost_1_AutoML_20190416_015849	city	4.536478015712626e+20	0.6806385333134986	0.1654846160622427
-21	XGBoost_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.6651456210221085e+20	0.24983307960941262	0.06074227249159981
-22	XGBoost_1_AutoML_20190416_015849	total_household_count_in_sites	1.5735965885344095e+20	0.23609735798067927	0.05740268692772779
-23	XGBoost_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.5518922290021112e+20	0.2328409058635512	0.05661094108620958
-24	XGBoost_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1600179285743737e+20	0.17404534945116343	0.04231589371105834
-25	XGBoost_1_AutoML_20190416_015849	floor	1.0686420911582819e+20	0.16033561345249542	0.038982626070436364
-26	XGBoost_1_AutoML_20190416_015849	total_household_count_of_area_type	9.142995098036444e+19	0.13717855023358824	0.033352416306592636
-27	XGBoost_1_AutoML_20190416_015849	bathroom_count	6.6195521406161125e+19	0.09931762580080347	0.02414723582258504
-28	XGBoost_1_AutoML_20190416_015849	heat_type_individual	5.476501171794136e+19	0.08216765764870722	0.01997753963845474
-29	XGBoost_1_AutoML_20190416_015849	heat_type_district	3.71797701889664e+19	0.055783328306013534	0.013562680065224583
-30	XGBoost_1_AutoML_20190416_015849	front_door_structure_stairway	2.155443232575796e+19	0.0323395752250865	0.00786276698688537
-31	XGBoost_1_AutoML_20190416_015849	room_count	1.6986735568534634e+19	0.02548635029885718	0.006196532649278616
-32	XGBoost_1_AutoML_20190416_015849	heat_fuel_gas	1.591282496949977e+19	0.023875089465000617	0.005804784507766813
-33	XGBoost_1_AutoML_20190416_015849	front_door_structure_corridor	9.108252619670815e+18	0.013665728529112511	0.003322568041867533
-34	XGBoost_1_AutoML_20190416_015849	front_door_structure_mixed	8.260484624434594e+18	0.012393764765882274	0.003013313680410025
-35	XGBoost_1_AutoML_20190416_015849	heat_type_central	7.667404204121522e+18	0.011503926027502694	0.0027969659205187543
-36	XGBoost_grid_1_AutoML_20190416_020809_model_4	supply_area	7.233163807525343e+20	1.0	0.23315725739498758
-37	XGBoost_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	6.043663926007505e+20	0.835549157578833	0.19481434999977298
-38	XGBoost_grid_1_AutoML_20190416_020809_model_4	city	4.88769369555916e+20	0.6757338594314747	0.1575522533939727
-39	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.193514614335912e+20	0.3032579757220197	0.07070679790250184
-40	XGBoost_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	1.9567792055641126e+20	0.2705288111307932	0.06307575564958233
-41	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	1.712772946300156e+20	0.2367944362767226	0.05521034132867279
-42	XGBoost_grid_1_AutoML_20190416_020809_model_4	floor	1.3957132873072273e+20	0.19296027636691085	0.04499008882388777
-43	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.2550112472067788e+20	0.17350792552231045	0.040454632051075676
-44	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.1192280702852792e+20	0.15473561778330536	0.03607773226367454
-45	XGBoost_grid_1_AutoML_20190416_020809_model_4	bathroom_count	6.991777728450842e+19	0.09666278705283345	0.02253763032139436
-46	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_district	6.389811824820224e+19	0.08834048273830464	0.02059722467221235
-47	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	5.717170633170118e+19	0.07904107780916016	0.018429000923527596
-48	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	4.410817558562944e+19	0.06098047377240308	0.014218040019420473
-49	XGBoost_grid_1_AutoML_20190416_020809_model_4	room_count	3.844565551821095e+19	0.053151921539800195	0.012392756251493378
-50	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.297043397754277e+19	0.03175710462086378	0.007404399416206285
-51	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.0483746613820916e+19	0.014493998605304202	0.003379380963499503
-52	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_central	8.055134335273009e+18	0.011136391418223507	0.002596530480350069
-53	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.463524511762088e+18	0.010318478483781991	0.002405828143767799
-54	GBM_1_AutoML_20190416_020809	supply_area	4.322788194737151e+20	1.0	0.2272757866900139
-55	GBM_1_AutoML_20190416_020809	exclusive_use_area	3.353057641848017e+20	0.7756701209488477	0.17629103695058757
-56	GBM_1_AutoML_20190416_020809	city	3.285587386243031e+20	0.760062079896286	0.1727437071416766
-57	GBM_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.2258064591544438e+20	0.28356847569973975	0.06444824839514644
-58	GBM_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.2114400643040621e+20	0.28024506631598317	0.0636929179129602
-59	GBM_1_AutoML_20190416_020809	total_household_count_in_sites	9.183545966478125e+19	0.21244496729353482	0.048283597069972393
-60	GBM_1_AutoML_20190416_020809	bathroom_count	6.794429025209234e+19	0.15717700519033578	0.03572252750421396
-61	GBM_1_AutoML_20190416_020809	room_count	6.329651826204135e+19	0.1464252131045947	0.033278905499599686
-62	GBM_1_AutoML_20190416_020809	floor	5.995427119443948e+19	0.13869352023176104	0.03152167891948085
-63	GBM_1_AutoML_20190416_020809	heat_type_district	5.830458154031042e+19	0.13487725725561636	0.030654334749361592
-64	GBM_1_AutoML_20190416_020809	heat_fuel_cogeneration	5.444944748272314e+19	0.12595909174780645	0.028627451667742346
-65	GBM_1_AutoML_20190416_020809	heat_type_individual	4.810870026478079e+19	0.11129090322618979	0.025293727582174488
-66	GBM_1_AutoML_20190416_020809	total_household_count_of_area_type	4.632146610406346e+19	0.10715645554981917	0.024354067733998657
-67	GBM_1_AutoML_20190416_020809	heat_fuel_gas	3.559421724710876e+19	0.08234087733107887	0.01871408767216688
-68	GBM_1_AutoML_20190416_020809	front_door_structure_mixed	1.0809522013526295e+19	0.025005902502201065	0.005683236163081533
-69	GBM_1_AutoML_20190416_020809	front_door_structure_stairway	9.75085394418729e+18	0.022556862619497818	0.005126628697104934
-70	GBM_1_AutoML_20190416_020809	front_door_structure_corridor	9.168717512861286e+18	0.021210193744916513	0.004820563469223512
-71	GBM_1_AutoML_20190416_020809	heat_type_central	6.595181905191109e+18	0.015256777820436634	0.0034674961814944913
-72	XGBoost_1_AutoML_20190416_020809	supply_area	5.659702854745336e+20	1.0	0.20644000549191793
-73	XGBoost_1_AutoML_20190416_020809	exclusive_use_area	5.2959460573114584e+20	0.9357286403951599	0.1931718256621217
-74	XGBoost_1_AutoML_20190416_020809	city	4.649645733786587e+20	0.8215353090291879	0.16959775370779007
-75	XGBoost_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.8159324697334487e+20	0.3208529699065197	0.0662368888696001
-76	XGBoost_1_AutoML_20190416_020809	room_count	1.513616382059694e+20	0.26743742929730197	0.055209784372879434
-77	XGBoost_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.4792046587819327e+20	0.2613573003292398	0.05395460251532111
-78	XGBoost_1_AutoML_20190416_020809	total_household_count_in_sites	1.3036282209107549e+20	0.23033509962766638	0.04755037923211691
-79	XGBoost_1_AutoML_20190416_020809	bathroom_count	1.059118825125928e+20	0.1871332916776572	0.03863179776165623
-80	XGBoost_1_AutoML_20190416_020809	floor	8.555070397697176e+19	0.1511575893162702	0.031204973568595896
-81	XGBoost_1_AutoML_20190416_020809	total_household_count_of_area_type	8.444933637356808e+19	0.14921160799592537	0.030803245174136736
-82	XGBoost_1_AutoML_20190416_020809	heat_type_individual	6.609682044635893e+19	0.1167849658236749	0.024109088986012894
-83	XGBoost_1_AutoML_20190416_020809	heat_type_district	6.446459543492546e+19	0.11390102464633031	0.02351372815352351
-84	XGBoost_1_AutoML_20190416_020809	heat_fuel_cogeneration	6.215418285538673e+19	0.10981880930952764	0.022670995596974775
-85	XGBoost_1_AutoML_20190416_020809	heat_fuel_gas	5.185038671261414e+19	0.09161326670911807	0.018912643282562876
-86	XGBoost_1_AutoML_20190416_020809	front_door_structure_corridor	1.611667552480107e+19	0.028476186715859404	0.005878624142010896
-87	XGBoost_1_AutoML_20190416_020809	front_door_structure_stairway	1.6102225742988837e+19	0.028450655725658892	0.005873353524253688
-88	XGBoost_1_AutoML_20190416_020809	heat_type_central	8.626768231530496e+18	0.015242440200367491	0.0031466494386740954
-89	XGBoost_1_AutoML_20190416_020809	front_door_structure_mixed	8.481495257710592e+18	0.014985760693424647	0.003093660519851152
-90	XGBoost_grid_1_AutoML_20190416_020809_model_7	supply_area	9.41807742618228e+20	1.0	0.261706055558107
-91	XGBoost_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	5.296469952611861e+20	0.5623727341514162	0.14717635000819507
-92	XGBoost_grid_1_AutoML_20190416_020809_model_7	city	4.780888367490023e+20	0.5076289088682941	0.13284955942718704
-93	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.4677679986753352e+20	0.26202460300601627	0.06857342531188343
-94	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	2.361051511145722e+20	0.2506935762262893	0.0656080269879378
-95	XGBoost_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.20178786758888e+20	0.2337831563656404	0.061182467708375904
-96	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.5930357781916287e+20	0.1691466003202506	0.04426668958087643
-97	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	1.5163533743644842e+20	0.1610045559987666	0.042135867277321555
-98	XGBoost_grid_1_AutoML_20190416_020809_model_7	floor	1.2080029909556344e+20	0.12826428752829988	0.03356754075800226
-99	XGBoost_grid_1_AutoML_20190416_020809_model_7	room_count	1.1147547292179051e+20	0.11836330057330853	0.030976392515879202
-100	XGBoost_grid_1_AutoML_20190416_020809_model_7	bathroom_count	1.0406494926853374e+20	0.11049489673893836	0.028917183584847902
-101	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	8.451373257058366e+19	0.08973565277307581	0.02348436373017358
-102	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	7.565109710466266e+19	0.08032541428715845	0.021021647334163052
-103	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_district	5.414464526731759e+19	0.05749012544406923	0.015045513963508122
-104	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	3.4288045811822494e+19	0.03640662978253039	0.009527835476550332
-105	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	2.972857560059819e+19	0.03156543979767322	0.00826086674140595
-106	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_central	1.4413953126329483e+19	0.015304560022259592	0.004005296035477853
-107	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	6.099541304843174e+18	0.006476418730521829	0.001694918000107511
-108	XGBoost_2_AutoML_20190416_015849	supply_area	8.073467240310825e+20	1.0	0.29477427704454456
-109	XGBoost_2_AutoML_20190416_015849	city	4.3536174452488274e+20	0.5392500292205576	0.1589570375097394
-110	XGBoost_2_AutoML_20190416_015849	exclusive_use_area	4.014123790807408e+20	0.49719948955324755	0.1465616200799751
-111	XGBoost_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.69564026815522e+20	0.2100262771475541	0.06191034400652741
-112	XGBoost_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.685651952684782e+20	0.20878909921976535	0.061545655777288016
-113	XGBoost_2_AutoML_20190416_015849	total_household_count_in_sites	1.3611887981169213e+20	0.16860027514826656	0.049699024216341564
-114	XGBoost_2_AutoML_20190416_015849	heat_fuel_cogeneration	1.2339958856409101e+20	0.1528458404438143	0.045055022116091165
-115	XGBoost_2_AutoML_20190416_015849	floor	9.686937574046066e+19	0.11998485019768437	0.03536844747332039
-116	XGBoost_2_AutoML_20190416_015849	total_household_count_of_area_type	9.132508395935367e+19	0.11311755066443757	0.033344144218159226
-117	XGBoost_2_AutoML_20190416_015849	bathroom_count	8.644275095472597e+19	0.10707016995513065	0.03156153194156015
-118	XGBoost_2_AutoML_20190416_015849	heat_type_individual	7.938234698812516e+19	0.09832497565825135	0.028983673615083482
-119	XGBoost_2_AutoML_20190416_015849	heat_fuel_gas	5.523275715853681e+19	0.06841268505154716	0.020166299776745934
-120	XGBoost_2_AutoML_20190416_015849	heat_type_district	2.6466043126010085e+19	0.032781508041384154	0.009663145333328937
-121	XGBoost_2_AutoML_20190416_015849	room_count	2.465033821120312e+19	0.0305325301725682	0.009000204507959535
-122	XGBoost_2_AutoML_20190416_015849	front_door_structure_stairway	1.7538176933748015e+19	0.021723227966021698	0.006403448818757878
-123	XGBoost_2_AutoML_20190416_015849	front_door_structure_corridor	1.0135457614025196e+19	0.012554033245368051	0.0037006060738965446
-124	XGBoost_2_AutoML_20190416_015849	heat_type_central	5.893668747658396e+18	0.007300046649389131	0.002151865973465131
-125	XGBoost_2_AutoML_20190416_015849	front_door_structure_mixed	3.1596948771643064e+18	0.00391367770886336	0.0011536515172155465
-126	XGBoost_grid_1_AutoML_20190416_015849_model_3	supply_area	7.296843298881478e+20	1.0	0.23413702836448586
-127	XGBoost_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	6.864965686802692e+20	0.940813089388258	0.22027918099577815
-128	XGBoost_grid_1_AutoML_20190416_015849_model_3	city	4.9219224601020596e+20	0.6745276359239527	0.1579318962249561
-129	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.363516704176126e+20	0.3239094780257136	0.07583920264403232
-130	XGBoost_grid_1_AutoML_20190416_015849_model_3	floor	1.893862863238584e+20	0.25954550285174566	0.06076921276307392
-131	XGBoost_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	1.748343466872663e+20	0.23960271520983104	0.05609986772729204
-132	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	1.3508677264474531e+20	0.18513042847645167	0.04334588838332038
-133	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1561731563143666e+20	0.15844840144663577	0.0370986378638184
-134	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	1.1517658739055893e+20	0.15784440294642776	0.03695721944984309
-135	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_district	6.9340797562716684e+19	0.09502848659686282	0.022249687461763833
-136	XGBoost_grid_1_AutoML_20190416_015849_model_3	room_count	4.599667036921843e+19	0.06303639599368838	0.014759154436769176
-137	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	3.879753002542485e+19	0.05317029355882161	0.012449134531129854
-138	XGBoost_grid_1_AutoML_20190416_015849_model_3	bathroom_count	2.719651467103935e+19	0.03727161672117621	0.008726665581436279
-139	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.7641072530410177e+19	0.02417630721645667	0.0056605687284880385
-140	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.5488660871294484e+19	0.021226522534297423	0.004969914908692193
-141	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.289616418560331e+19	0.017673620848593724	0.004138049065930357
-142	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.1311885577722266e+19	0.015502437306631275	0.0036296946033813906
-143	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	2.9886966297893274e+18	0.004095876130774879	0.0009589962658086583
-144	GBM_2_AutoML_20190416_020809	city	3.273964932610927e+20	1.0	0.18074029716129886
-145	GBM_2_AutoML_20190416_020809	exclusive_use_area	3.176598867885781e+20	0.9702605047001838	0.17536517194338305
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-147	GBM_2_AutoML_20190416_020809	bathroom_count	1.2881823695246878e+20	0.3934624823538919	0.07111452598246475
-148	GBM_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.1466556077424771e+20	0.35023454170843554	0.06330149514453397
-149	GBM_2_AutoML_20190416_020809	total_household_count_in_sites	1.0941050212389696e+20	0.3341834881433629	0.06040042295343081
-150	GBM_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.0593871059631053e+20	0.32357924650043934	0.05848380916771858
-151	GBM_2_AutoML_20190416_020809	room_count	9.517985737712704e+19	0.29071740026617465	0.05254434931406868
-152	GBM_2_AutoML_20190416_020809	heat_type_individual	6.193978688406343e+19	0.18918891362305335	0.03419406046785396
-153	GBM_2_AutoML_20190416_020809	floor	5.774635948688854e+19	0.17638050704726663	0.03187906525718354
-154	GBM_2_AutoML_20190416_020809	heat_type_district	4.1294727640290165e+19	0.12613063514812414	0.022796888477815323
-155	GBM_2_AutoML_20190416_020809	total_household_count_of_area_type	4.031543221584868e+19	0.12313947475209475	0.022256265258979866
-156	GBM_2_AutoML_20190416_020809	heat_fuel_cogeneration	3.5266164758822257e+19	0.1077169899028153	0.019468800764355466
-157	GBM_2_AutoML_20190416_020809	heat_fuel_gas	2.3648313682392252e+19	0.07223142021723843	0.013055128354446324
-158	GBM_2_AutoML_20190416_020809	front_door_structure_stairway	1.49058284491081e+19	0.04552836928898006	0.00822881099455961
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-160	GBM_2_AutoML_20190416_020809	front_door_structure_corridor	5.840671737443779e+18	0.017839750448353002	0.003224361797318736
-161	GBM_2_AutoML_20190416_020809	front_door_structure_mixed	5.33060664405105e+18	0.01628180739187084	0.002942778706329768
-162	GBM_grid_1_AutoML_20190416_015849_model_7	supply_area	4.226008160913517e+21	1.0	0.2035357422064216
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-164	GBM_grid_1_AutoML_20190416_015849_model_7	city	2.7547058065496196e+21	0.6518458322035392	0.1326739252617099
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-166	GBM_grid_1_AutoML_20190416_015849_model_7	apartment_building_count_in_sites	1.5207641224339123e+21	0.3598583023335136	0.07324402665459455
-167	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_in_sites	1.345381990257595e+21	0.3183576413081914	0.06479715881074848
-168	GBM_grid_1_AutoML_20190416_015849_model_7	floor	9.042147187849387e+20	0.213964262338168	0.043549374940648526
-169	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_of_area_type	8.356883690673343e+20	0.1977488772493727	0.040248964501437626
-170	GBM_grid_1_AutoML_20190416_015849_model_7	bathroom_count	8.052332691684506e+20	0.19054228920239163	0.03878216625451941
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-172	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_gas	6.315243649911897e+20	0.14943756399530378	0.03041588550130378
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-174	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_individual	4.749861380807207e+20	0.11239593488575875	0.022876590027957538
-175	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_district	4.363404330189057e+20	0.10325120454206221	0.021015310550175678
-176	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_corridor	1.3883343328318272e+20	0.03285214509693984	0.006686585735378703
-177	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_stairway	1.3698513664470522e+20	0.03241478279944773	0.006597566875545542
-178	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_central	1.0759539314439225e+20	0.025460289958629385	0.005182079013520335
-179	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_mixed	5.1846692353544815e+19	0.012268478994687353	0.0024970739779275834
-180	GBM_4_AutoML_20190416_015849	supply_area	4.6469530737906287e+20	1.0	0.25392549877188986
-181	GBM_4_AutoML_20190416_015849	exclusive_use_area	3.8462510591660104e+20	0.8276931137650876	0.21017238674285846
-182	GBM_4_AutoML_20190416_015849	city	3.4325954333920304e+20	0.7386765863318654	0.1875688206154359
-183	GBM_4_AutoML_20190416_015849	apartment_building_count_in_sites	1.3456532265820278e+20	0.28957753719779805	0.07353112056608636
-184	GBM_4_AutoML_20190416_015849	total_parking_capacity_in_site	9.112229003472667e+19	0.19609040286777865	0.04979235335258152
-185	GBM_4_AutoML_20190416_015849	floor	6.736081461560371e+19	0.14495695038438577	0.03680826592680725
-186	GBM_4_AutoML_20190416_015849	total_household_count_in_sites	5.467916185004461e+19	0.11766669682644662	0.02987857468049621
-187	GBM_4_AutoML_20190416_015849	heat_type_individual	5.324246958844831e+19	0.11457501021205102	0.02909351661488943
-188	GBM_4_AutoML_20190416_015849	heat_fuel_gas	4.523272529219315e+19	0.09733845936020127	0.024716716842726444
-189	GBM_4_AutoML_20190416_015849	heat_fuel_cogeneration	3.968723724243514e+19	0.08540485908126748	0.021686471439753816
-190	GBM_4_AutoML_20190416_015849	total_household_count_of_area_type	3.965426068969488e+19	0.0853338952642962	0.021668451917134627
-191	GBM_4_AutoML_20190416_015849	bathroom_count	3.8485554596159685e+19	0.08281890086909381	0.02102983071092435
-192	GBM_4_AutoML_20190416_015849	heat_type_district	2.4846572449458815e+19	0.05346852454696919	0.013577021764186188
-193	GBM_4_AutoML_20190416_015849	room_count	2.4258738348877677e+19	0.05220353630360475	0.013255808993549298
-194	GBM_4_AutoML_20190416_015849	front_door_structure_stairway	1.2482513617582817e+19	0.026861716525578207	0.006820874766626563
-195	GBM_4_AutoML_20190416_015849	heat_type_central	5.328988712690778e+18	0.011467705027509127	0.002911942718879164
-196	GBM_4_AutoML_20190416_015849	front_door_structure_corridor	4.245012359581532e+18	0.00913504460271809	0.0023196207570486517
-197	GBM_4_AutoML_20190416_015849	front_door_structure_mixed	2.2742397464965284e+18	0.004894045001925052	0.0012427228181258936
-198	XGBoost_2_AutoML_20190416_020809	supply_area	7.036118657453932e+20	1.0	0.25945025067745703
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-200	XGBoost_2_AutoML_20190416_020809	city	4.098626449096877e+20	0.5825124118330308	0.15113299127280996
-201	XGBoost_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.6520311740915778e+20	0.23479296676463052	0.06091709408438723
-202	XGBoost_2_AutoML_20190416_020809	total_household_count_in_sites	1.448782403494394e+20	0.2059064768556143	0.05342248703630114
-203	XGBoost_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.4278785763880468e+20	0.2029355452775628	0.052651678093630104
-204	XGBoost_2_AutoML_20190416_020809	heat_fuel_cogeneration	1.0328040813969696e+20	0.14678605232201938	0.03808367807090226
-205	XGBoost_2_AutoML_20190416_020809	total_household_count_of_area_type	9.834484997619188e+19	0.13977144895361762	0.03626373746856748
-206	XGBoost_2_AutoML_20190416_020809	floor	8.117021446754009e+19	0.11536220240053782	0.029930752331523074
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-210	XGBoost_2_AutoML_20190416_020809	heat_fuel_gas	4.727842824832156e+19	0.06719390412530306	0.017433475269306893
-211	XGBoost_2_AutoML_20190416_020809	front_door_structure_stairway	2.429940928398911e+19	0.03453524658548328	0.00896017838381143
-212	XGBoost_2_AutoML_20190416_020809	room_count	2.071312780962562e+19	0.02943828667198857	0.007637770856562278
-213	XGBoost_2_AutoML_20190416_020809	heat_type_central	7.387318460352561e+18	0.010499138544979731	0.0027240041273923427
-214	XGBoost_2_AutoML_20190416_020809	front_door_structure_corridor	6.364506564706959e+18	0.009045479296976496	0.0023468518710983
-215	XGBoost_2_AutoML_20190416_020809	front_door_structure_mixed	3.2984730357989376e+18	0.004687915591509528	0.0012162808753719064
-216	GBM_4_AutoML_20190416_020809	supply_area	6.302385169288313e+20	1.0	0.3381956740020234
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-219	GBM_4_AutoML_20190416_020809	total_parking_capacity_in_site	1.0620772150920872e+20	0.16851988359385223	0.05699269561476538
-220	GBM_4_AutoML_20190416_020809	apartment_building_count_in_sites	9.144734965236236e+19	0.14509958880010648	0.04907205323166845
-221	GBM_4_AutoML_20190416_020809	total_household_count_in_sites	8.762670507551516e+19	0.1390373687449672	0.04702183663417204
-222	GBM_4_AutoML_20190416_020809	floor	6.283909063856095e+19	0.0997068394752791	0.03372042177895357
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-224	GBM_4_AutoML_20190416_020809	total_household_count_of_area_type	5.551274999357322e+19	0.08808212843621221	0.02978899479401758
-225	GBM_4_AutoML_20190416_020809	heat_fuel_cogeneration	4.855643899179722e+19	0.07704454375212422	0.02605613140242803
-226	GBM_4_AutoML_20190416_020809	heat_type_individual	4.293991809283837e+19	0.06813280518316417	0.023042219970568757
-227	GBM_4_AutoML_20190416_020809	bathroom_count	3.5706143132769845e+19	0.056654968196432696	0.019160465154755755
-228	GBM_4_AutoML_20190416_020809	front_door_structure_stairway	2.606345914252316e+19	0.04135491316768622	0.013986052732040793
-229	GBM_4_AutoML_20190416_020809	heat_fuel_gas	1.7641379294154326e+19	0.027991591786743257	0.009466635250707138
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-231	GBM_4_AutoML_20190416_020809	heat_type_central	4.333739649408172e+18	0.006876348450625643	0.0023255512989321086
-232	GBM_4_AutoML_20190416_020809	front_door_structure_corridor	4.1719069309623337e+18	0.006619568336273932	0.002238709375088615
-233	GBM_4_AutoML_20190416_020809	front_door_structure_mixed	1.3305609396525466e+18	0.002111202193950958	0.0007139994489377947
-234	XRT_1_AutoML_20190416_020809	supply_area	9.494331108435522e+20	1.0	0.206812255042546
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-238	XRT_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.7439720046033633e+20	0.28901161896127675	0.05977114465087869
-239	XRT_1_AutoML_20190416_020809	room_count	2.4799319397938862e+20	0.2612013328238065	0.05401963666141001
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-259	GBM_3_AutoML_20190416_020809	floor	5.431199533511161e+19	0.08900054831136243	0.02981957613023047
-260	GBM_3_AutoML_20190416_020809	bathroom_count	5.0670892210987205e+19	0.08303390737862197	0.027820456946007547
-261	GBM_3_AutoML_20190416_020809	heat_type_district	4.756010553517172e+19	0.07793629094750049	0.026112503858811406
-262	GBM_3_AutoML_20190416_020809	total_household_count_of_area_type	3.9339910315313725e+19	0.06446593550797503	0.021599269983836364
-263	GBM_3_AutoML_20190416_020809	heat_fuel_cogeneration	3.1947563788287345e+19	0.05235216781902381	0.01754055995700735
-264	GBM_3_AutoML_20190416_020809	room_count	2.9376210711198302e+19	0.04813851607688121	0.016128778666946935
-265	GBM_3_AutoML_20190416_020809	front_door_structure_corridor	1.530392092759556e+19	0.02507838913790002	0.00840249805546065
-266	GBM_3_AutoML_20190416_020809	heat_type_individual	1.437848727926394e+19	0.02356188985226151	0.007894395950950758
-267	GBM_3_AutoML_20190416_020809	front_door_structure_stairway	1.1921631845533352e+19	0.0195358643053339	0.006545478696206904
-268	GBM_3_AutoML_20190416_020809	heat_type_central	4.98625829392928e+18	0.008170933869094843	0.0027376661064170736
-269	GBM_3_AutoML_20190416_020809	front_door_structure_mixed	2.6730043014664684e+18	0.004380226633201032	0.0014675920995390747
-270	DRF_1_AutoML_20190416_020809	supply_area	1.1170797477099072e+21	1.0	0.2156242144548846
-271	DRF_1_AutoML_20190416_020809	city	8.535736409312503e+20	0.7641116425941271	0.1647609726901902
-272	DRF_1_AutoML_20190416_020809	exclusive_use_area	8.532812587991921e+20	0.7638499046719621	0.1647045356563303
-273	DRF_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.478747477948393e+20	0.31141442543203135	0.067148490853701
-274	DRF_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.8327627582411584e+20	0.25358643946849124	0.05467937680680457
-275	DRF_1_AutoML_20190416_020809	total_household_count_in_sites	2.78551524825981e+20	0.24935688378294513	0.0537673821846155
-276	DRF_1_AutoML_20190416_020809	floor	2.66502443090114e+20	0.23857065141182884	0.051441609302665704
-277	DRF_1_AutoML_20190416_020809	heat_fuel_cogeneration	2.517990171394934e+20	0.22540827336248756	0.04860348187541827
-278	DRF_1_AutoML_20190416_020809	room_count	2.208323892469962e+20	0.19768721946639733	0.042626151405212295
-279	DRF_1_AutoML_20190416_020809	bathroom_count	2.0065042231060962e+20	0.1796204995408405	0.0387305291134877
-280	DRF_1_AutoML_20190416_020809	total_household_count_of_area_type	1.8004527533892462e+20	0.16117495255645822	0.0347532225347896
-281	DRF_1_AutoML_20190416_020809	heat_fuel_gas	1.029050964426254e+20	0.09211974046936948	0.019863246674495637
-282	DRF_1_AutoML_20190416_020809	heat_type_individual	5.433164580692322e+19	0.04863721316074967	0.010487360881061423
-283	DRF_1_AutoML_20190416_020809	front_door_structure_mixed	4.485443171958705e+19	0.04015329416860508	0.00865802251288137
-284	DRF_1_AutoML_20190416_020809	heat_type_district	3.921345768202646e+19	0.03510354364799544	0.0075691740236817715
-285	DRF_1_AutoML_20190416_020809	front_door_structure_corridor	3.179746505793313e+19	0.02846481204508469	0.006137702736827323
-286	DRF_1_AutoML_20190416_020809	front_door_structure_stairway	3.11031278630391e+19	0.027843247473425883	0.006003678364330407
-287	DRF_1_AutoML_20190416_020809	heat_type_central	2.3006605711073346e+19	0.0205953118013629	0.0044408479286222905
-288	XGBoost_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.413198389263844e+20	1.0	0.2019751738695601
-289	XGBoost_grid_1_AutoML_20190416_015849_model_4	city	7.599362752225907e+20	0.9032667958862731	0.18243746814973047
-290	XGBoost_grid_1_AutoML_20190416_015849_model_4	supply_area	6.49953587247599e+20	0.7725404265719094	0.1560339869781255
-291	XGBoost_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	3.240229804808434e+20	0.38513650277679407	0.0777880121118573
-292	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	2.820988835887212e+20	0.3353051604592019	0.06772331808310805
-293	XGBoost_grid_1_AutoML_20190416_015849_model_4	room_count	2.6598546151882673e+20	0.3161526083329416	0.06385497803736082
-294	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	2.360621030353215e+20	0.28058544695268617	0.05667129443353702
-295	XGBoost_grid_1_AutoML_20190416_015849_model_4	bathroom_count	1.5358242299565834e+20	0.1825493895302008	0.03687044469014436
-296	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	1.4964826483835955e+20	0.17787321529149605	0.03592597358523761
-297	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_district	1.3035554772214612e+20	0.1549417257157444	0.03129438199108717
-298	XGBoost_grid_1_AutoML_20190416_015849_model_4	floor	1.1623613836773504e+20	0.13815927426133798	0.02790474344062598
-299	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	1.010476166830327e+20	0.12010606669156935	0.0242584437028187
-300	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	9.417183391287502e+19	0.11193345212570825	0.022607778454910007
-301	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	2.849239467748963e+19	0.03386630548716054	0.006840152939088887
-302	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	1.5195562957166608e+19	0.018061576886808945	0.0036479901320716646
-303	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.724092602774716e+18	0.010369531537384888	0.0020943879352091996
-304	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_central	5.953183113046655e+18	0.007076004674564151	0.0014291772744469146
-305	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	2.6754518143498977e+18	0.0031800650484648803	0.0006422941910802052
-306	XRT_1_AutoML_20190416_015849	supply_area	1.3856047644295477e+21	1.0	0.24183329156384445
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-309	XRT_1_AutoML_20190416_015849	apartment_building_count_in_sites	3.428062278892105e+20	0.2474054915871652	0.05983088438149519
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-320	XRT_1_AutoML_20190416_015849	front_door_structure_stairway	7.2665865860646175e+19	0.052443429559483834	0.012682567191266592
-321	XRT_1_AutoML_20190416_015849	front_door_structure_mixed	4.138696347172104e+19	0.029869241600623403	0.007223377012794472
-322	XRT_1_AutoML_20190416_015849	front_door_structure_corridor	3.109235045006364e+19	0.02243955220727343	0.005426630771503665
-323	XRT_1_AutoML_20190416_015849	heat_type_central	1.9418263751919403e+19	0.014014287660099007	0.0033891213137643107
-324	XGBoost_grid_1_AutoML_20190416_020809_model_2	supply_area	8.618346500227313e+20	1.0	0.23948476962851303
-325	XGBoost_grid_1_AutoML_20190416_020809_model_2	city	7.929333052674041e+20	0.9200527099328045	0.2203386112843468
-326	XGBoost_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	6.259336386350185e+20	0.7262804281755314	0.17393310102731493
-327	XGBoost_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	2.0722319726833828e+20	0.24044426301828623	0.05758273893743188
-328	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	1.7653533515590087e+20	0.20483666460990477	0.04905526143557603
-329	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	1.594452652855646e+20	0.1850067936829404	0.04430630936486882
-330	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	1.49646857463476e+20	0.1736375503810725	0.041583548751870474
-331	XGBoost_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.393663885593983e+20	0.16170896419135902	0.03872683403623308
-332	XGBoost_grid_1_AutoML_20190416_020809_model_2	room_count	1.3442092599515021e+20	0.1559706679136245	0.03735259947409967
-333	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	8.416441332839272e+19	0.09765726328846587	0.023387427201189293
-334	XGBoost_grid_1_AutoML_20190416_020809_model_2	floor	6.99349604522273e+19	0.08114661025799175	0.019433377263769886
-335	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_district	6.962890039551957e+19	0.08079148406679063	0.019348329949681036
-336	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	6.635766858493251e+19	0.07699582348328915	0.01843932704925316
-337	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	2.3231194155186127e+19	0.026955511889169684	0.006455434554996446
-338	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	1.7902913527983636e+19	0.02077302592499784	0.004974823328135236
-339	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.363238177839933e+19	0.015817862252393507	0.003788137097530011
-340	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_central	3.8205604642076754e+18	0.004433055069330186	0.0010616491720290514
-341	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.690824086417834e+18	0.0031222045740988275	0.0007477204431611473
-342	GBM_3_AutoML_20190416_015849	supply_area	4.7151231465564615e+20	1.0	0.2628691120651018
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-344	GBM_3_AutoML_20190416_015849	exclusive_use_area	3.3681964216266785e+20	0.7143390144723012	0.18777766244779368
-345	GBM_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.0320214930007838e+20	0.21887476974052894	0.05753541637514644
-346	GBM_3_AutoML_20190416_015849	apartment_building_count_in_sites	9.258548492459888e+19	0.19635857229352685	0.051616603545170496
-347	GBM_3_AutoML_20190416_015849	total_household_count_in_sites	8.674992811524751e+19	0.18398231693821726	0.0483632682892293
-348	GBM_3_AutoML_20190416_015849	floor	5.589223543678383e+19	0.11853823049691274	0.031160039396491816
-349	GBM_3_AutoML_20190416_015849	bathroom_count	5.327604427551408e+19	0.11298971971585202	0.02970150729419074
-350	GBM_3_AutoML_20190416_015849	heat_type_individual	4.466693420072567e+19	0.09473121446116783	0.024901910230255918
-351	GBM_3_AutoML_20190416_015849	heat_type_district	4.120463805555671e+19	0.08738825429331404	0.022971672811002777
-352	GBM_3_AutoML_20190416_015849	heat_fuel_gas	4.120133512262687e+19	0.08738124931629186	0.022969831418912918
-353	GBM_3_AutoML_20190416_015849	total_household_count_of_area_type	3.920547522760881e+19	0.0831483590332975	0.021857135308753196
-354	GBM_3_AutoML_20190416_015849	room_count	2.903770186733165e+19	0.061584185534026614	0.01618858016858206
-355	GBM_3_AutoML_20190416_015849	heat_fuel_cogeneration	2.582063199952883e+19	0.054761309931822454	0.014395056917300005
-356	GBM_3_AutoML_20190416_015849	front_door_structure_stairway	1.091785359567618e+19	0.023154970201891088	0.006086726456865
-357	GBM_3_AutoML_20190416_015849	heat_type_central	8.196000466488787e+18	0.017382367780732242	0.004569287584110118
-358	GBM_3_AutoML_20190416_015849	front_door_structure_mixed	4.699382516102988e+18	0.009966616713998299	0.0026199156859019346
-359	GBM_3_AutoML_20190416_015849	front_door_structure_corridor	4.5958324351443927e+18	0.009747004038485848	0.0025621862968917357
-360	XGBoost_grid_1_AutoML_20190416_015849_model_1	supply_area	6.938442618410684e+20	1.0	0.24419937973032768
-361	XGBoost_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	4.4443315525868585e+20	0.6405373362595993	0.15641882020871048
-362	XGBoost_grid_1_AutoML_20190416_015849_model_1	city	4.3576685738511355e+20	0.6280470724494225	0.15336870553359716
-363	XGBoost_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	2.434514017161157e+20	0.3508732652340945	0.08568303373412063
-364	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.9192139070160293e+20	0.2766058628089719	0.06754698012772305
-365	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.6302100024439446e+20	0.2349533017853738	0.057375450561580776
-366	XGBoost_grid_1_AutoML_20190416_015849_model_1	room_count	1.1941409640791461e+20	0.17210504283923522	0.042027944709802714
-367	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	1.0909358768839983e+20	0.15723065490075172	0.038395628401356775
-368	XGBoost_grid_1_AutoML_20190416_015849_model_1	floor	9.076370850658333e+19	0.1308127969030803	0.031944403864521534
-369	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	8.649875567899836e+19	0.12466595234135082	0.03044334823524846
-370	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	8.110919597024503e+19	0.1168982730433301	0.028546485768727696
-371	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_district	6.583434063252973e+19	0.0948834547652564	0.02317048080034622
-372	XGBoost_grid_1_AutoML_20190416_015849_model_1	bathroom_count	4.9632174780134195e+19	0.07153215427398449	0.017468107704481123
-373	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	2.648870845870506e+19	0.03817673491803345	0.009322734987112911
-374	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	1.590147910901275e+19	0.02291793704082709	0.005596546010068677
-375	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	1.4567769305497207e+19	0.020995733634580512	0.00512714513054774
-376	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	4.833372301598654e+18	0.006966076636237693	0.0017011115937231721
-377	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_central	4.72705447499504e+18	0.0068128465348291905	0.0016636928980032007
-378	GBM_2_AutoML_20190416_015849	supply_area	4.6790598688528505e+20	1.0	0.26077123751780273
-379	GBM_2_AutoML_20190416_015849	city	3.45876803225775e+20	0.7392014911546162	0.19276248762339437
-380	GBM_2_AutoML_20190416_015849	exclusive_use_area	2.912707281126519e+20	0.6224983998421498	0.1623296780796894
-381	GBM_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.0844859657536039e+20	0.23177432991886115	0.06044007883780091
-382	GBM_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.0790844609505264e+20	0.23061993032696157	0.060139044627631214
-383	GBM_2_AutoML_20190416_015849	heat_fuel_gas	9.913399146167927e+19	0.2118673285665473	0.05524890545988946
-384	GBM_2_AutoML_20190416_015849	total_household_count_in_sites	7.387021372310736e+19	0.15787405118459805	0.041169011699356564
-385	GBM_2_AutoML_20190416_015849	bathroom_count	6.616611166914137e+19	0.1414089871121121	0.03687539656536449
-386	GBM_2_AutoML_20190416_015849	room_count	5.439700957417125e+19	0.11625628031878033	0.030316294087944916
-387	GBM_2_AutoML_20190416_015849	floor	3.826597772604631e+19	0.08178133812899438	0.02132622074975973
-388	GBM_2_AutoML_20190416_015849	heat_type_individual	3.31444921462843e+19	0.07083579410239567	0.01847193768863799
-389	GBM_2_AutoML_20190416_015849	total_household_count_of_area_type	3.0238520297467675e+19	0.06462520494502916	0.01685239466835688
-390	GBM_2_AutoML_20190416_015849	heat_fuel_cogeneration	2.8240811023891694e+19	0.060355737723901785	0.0157390404175618
-391	GBM_2_AutoML_20190416_015849	heat_type_district	1.9338903201649787e+19	0.041330745371272716	0.010777869617999983
-392	GBM_2_AutoML_20190416_015849	front_door_structure_stairway	1.6958245023235703e+19	0.03624284685075701	0.009451092024440104
-393	GBM_2_AutoML_20190416_015849	heat_type_central	6.120979032805736e+18	0.013081642903420248	0.00341131620869088
-394	GBM_2_AutoML_20190416_015849	front_door_structure_corridor	4.649649955911238e+18	0.00993714567933318	0.0025913217761943997
-395	GBM_2_AutoML_20190416_015849	front_door_structure_mixed	2.3804693372920136e+18	0.005087494932770812	0.0013266723494841952
-396	DRF_1_AutoML_20190416_015849	supply_area	8.104159271771355e+20	1.0	0.19038352571033704
-397	DRF_1_AutoML_20190416_015849	city	7.944261781751333e+20	0.9802697004515962	0.18662720171899086
-398	DRF_1_AutoML_20190416_015849	exclusive_use_area	6.67112020352904e+20	0.8231723957802853	0.1567184629760757
-399	DRF_1_AutoML_20190416_015849	apartment_building_count_in_sites	2.828501930781201e+20	0.34901855157678374	0.0664473823875032
-400	DRF_1_AutoML_20190416_015849	floor	2.4945389077884253e+20	0.307809709080802	0.05860189766267623
-401	DRF_1_AutoML_20190416_015849	total_household_count_in_sites	2.2499558007440723e+20	0.2776297608786126	0.05285613271818806
-402	DRF_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.151912612778077e+20	0.265531875746036	0.05055289469300946
-403	DRF_1_AutoML_20190416_015849	bathroom_count	1.9397209423661446e+20	0.23934881797333837	0.04556807184036584
-404	DRF_1_AutoML_20190416_015849	room_count	1.8112803920558634e+20	0.22350009807494384	0.04255073666811392
-405	DRF_1_AutoML_20190416_015849	heat_type_district	1.6939577514819322e+20	0.2090232551798896	0.03979458427659885
-406	DRF_1_AutoML_20190416_015849	total_household_count_of_area_type	1.4974030715574393e+20	0.18476969927938577	0.03517710679324818
-407	DRF_1_AutoML_20190416_015849	heat_fuel_gas	9.44165588129389e+19	0.11650382926433026	0.022180409774098332
-408	DRF_1_AutoML_20190416_015849	heat_fuel_cogeneration	8.183208528308915e+19	0.10097541588074295	0.0192240556854434
-409	DRF_1_AutoML_20190416_015849	heat_type_individual	4.053117838745089e+19	0.05001281074106018	0.00952161523956685
-410	DRF_1_AutoML_20190416_015849	front_door_structure_corridor	3.575069534392733e+19	0.04411400880095632	0.008398580528742901
-411	DRF_1_AutoML_20190416_015849	front_door_structure_stairway	2.625737121222099e+19	0.03239987064874383	0.006168401606666715
-412	DRF_1_AutoML_20190416_015849	front_door_structure_mixed	2.1319750364902195e+19	0.026307170984612525	0.005008451963515211
-413	DRF_1_AutoML_20190416_015849	heat_type_central	1.796558019320873e+19	0.022168345402325648	0.004220487756859297
-414	GBM_grid_1_AutoML_20190416_015849_model_8	supply_area	5.779296576168857e+21	1.0	0.23762301109248513
-415	GBM_grid_1_AutoML_20190416_015849_model_8	exclusive_use_area	4.382943689753613e+21	0.7583870514323219	0.18021021473489973
-416	GBM_grid_1_AutoML_20190416_015849_model_8	city	3.793231939971582e+21	0.656348379076636	0.15596347816186212
-417	GBM_grid_1_AutoML_20190416_015849_model_8	apartment_building_count_in_sites	1.6539638516504173e+21	0.286187744451565	0.06800479357434752
-418	GBM_grid_1_AutoML_20190416_015849_model_8	total_parking_capacity_in_site	1.437249793156419e+21	0.24868939917064847	0.05909432385771046
-419	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_in_sites	1.19553428280605e+21	0.20686501671083635	0.049155888160526184
-420	GBM_grid_1_AutoML_20190416_015849_model_8	floor	8.546248092317762e+20	0.14787696010546564	0.03513896853146404
-421	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_gas	8.0250486185045e+20	0.13885857063636575	0.03299599167061177
-422	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_cogeneration	7.748274977592354e+20	0.13406951651421822	0.03185800220982219
-423	GBM_grid_1_AutoML_20190416_015849_model_8	room_count	7.32855778819491e+20	0.12680708961042922	0.030132282461104776
-424	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_of_area_type	6.827010897255586e+20	0.11812875160978963	0.02807010965411446
-425	GBM_grid_1_AutoML_20190416_015849_model_8	bathroom_count	6.614504326713458e+20	0.1144517198509696	0.027196362295700948
-426	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_district	5.2482543446324884e+20	0.09081129987815229	0.021578854518269176
-427	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_individual	4.557220258590155e+20	0.078854237683216	0.018737581395688294
-428	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_corridor	2.0854276955134388e+20	0.03608445540090081	0.008574496945994539
-429	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_stairway	1.8326548980998288e+20	0.03171069132629132	0.007535189956777694
-430	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_central	1.0623596576390303e+20	0.018382161974862296	0.004368024678856562
-431	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_mixed	9.150703114351804e+19	0.015833593230160686	0.00376242609976437
-432	XGBoost_grid_1_AutoML_20190416_020809_model_1	supply_area	9.936604998779116e+20	1.0	0.26723330202346696
-433	XGBoost_grid_1_AutoML_20190416_020809_model_1	city	7.252614432103491e+20	0.7298885719010266	0.19505053317830404
-434	XGBoost_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	6.638427588671538e+20	0.6680780396812779	0.17853270055339268
-435	XGBoost_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.965087115423588e+20	0.1977624264691042	0.0528487062415118
-436	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.9485905707260183e+20	0.19610224729325926	0.052405051078400156
-437	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	1.6926956880551058e+20	0.17034949947825065	0.04552305924361778
-438	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.610068884563553e+20	0.16203410367639431	0.04330090856585564
-439	XGBoost_grid_1_AutoML_20190416_020809_model_1	bathroom_count	1.073079368244265e+20	0.10799255564411701	0.028859207238730384
-440	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	1.0565271442778646e+20	0.10632677301831735	0.02841405464718462
-441	XGBoost_grid_1_AutoML_20190416_020809_model_1	room_count	7.641980526605946e+19	0.07690735948087798	0.02055220762398081
-442	XGBoost_grid_1_AutoML_20190416_020809_model_1	floor	7.612403663818772e+19	0.07660970386519428	0.020472664130935826
-443	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	7.118637620845032e+19	0.07164054142958969	0.01914473844497824
-444	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_district	6.712478465349229e+19	0.06755303714069316	0.018052421176821334
-445	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	3.829922695767025e+19	0.038543573949428374	0.010300126538291427
-446	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	3.527826158575105e+19	0.03550333498220529	0.009487673440139986
-447	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	2.034182053390241e+19	0.020471600246162302	0.005470693331486371
-448	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_central	1.0963398665833546e+19	0.011033344554986928	0.002948477097791797
-449	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	5.218579053564396e+18	0.00525187330502278	0.0014034754451101364
-450	GBM_grid_1_AutoML_20190416_020809_model_9	supply_area	5.161849126606688e+21	1.0	0.31039952214470196
-451	GBM_grid_1_AutoML_20190416_020809_model_9	city	3.194050809023051e+21	0.6187803499639993	0.19206912494135683
-452	GBM_grid_1_AutoML_20190416_020809_model_9	exclusive_use_area	2.7288827292362306e+21	0.5286637912701163	0.16409698818545057
-453	GBM_grid_1_AutoML_20190416_020809_model_9	apartment_building_count_in_sites	9.757618579526019e+20	0.18903339365791405	0.05867587506080785
-454	GBM_grid_1_AutoML_20190416_020809_model_9	total_parking_capacity_in_site	8.490965703204348e+20	0.1644946509466495	0.05105906104919954
-455	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_in_sites	5.399238225827526e+20	0.10459891588069126	0.03246745350622044
-456	GBM_grid_1_AutoML_20190416_020809_model_9	floor	5.247033446921006e+20	0.10165026753446234	0.03155219446857822
-457	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_gas	4.407400276423816e+20	0.08538413596216761	0.026503195001395086
-458	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_cogeneration	4.2792376826530365e+20	0.0829012545251615	0.02573250978980644
-459	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_of_area_type	3.6741671100293e+20	0.0711792812984566	0.02209401490164425
-460	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_district	3.6620587602186496e+20	0.07094470741778586	0.02202120328117642
-461	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_individual	3.303614451126465e+20	0.06400060075560954	0.01986575589151505
-462	GBM_grid_1_AutoML_20190416_020809_model_9	bathroom_count	2.828930476433243e+20	0.05480459438172176	0.01701131990742065
-463	GBM_grid_1_AutoML_20190416_020809_model_9	room_count	1.566226166269241e+20	0.0303423468577597	0.009418249965397408
-464	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_stairway	1.4503402795295572e+20	0.028097300869446104	0.00872138876343199
-465	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_corridor	5.13218822594678e+19	0.009942538226258839	0.0030861591143361757
-466	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_central	4.594623357182909e+19	0.008901119045692326	0.002762903098336003
-467	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_mixed	4.096028259139977e+19	0.007935195622101874	0.0024630809292251524
-468	XGBoost_3_AutoML_20190416_015849	supply_area	7.189425410894274e+20	1.0	0.23538451872135874
-469	XGBoost_3_AutoML_20190416_015849	exclusive_use_area	6.47428193756551e+20	0.9005284243932633	0.21197044977071178
-470	XGBoost_3_AutoML_20190416_015849	city	5.821097439797738e+20	0.8096749193582171	0.1905849412138889
-471	XGBoost_3_AutoML_20190416_015849	apartment_building_count_in_sites	1.942425916892334e+20	0.27017818613834405	0.0635957623131838
-472	XGBoost_3_AutoML_20190416_015849	heat_fuel_cogeneration	1.4375684404222414e+20	0.19995595729303572	0.04706653677288978
-473	XGBoost_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.3955547817109671e+20	0.1941121441494137	0.045690993628580756
-474	XGBoost_3_AutoML_20190416_015849	total_household_count_in_sites	1.1722167022212927e+20	0.16304734178687078	0.03837882007529946
-475	XGBoost_3_AutoML_20190416_015849	heat_type_individual	1.0065613776698632e+20	0.14000581689666067	0.03295520182841115
-476	XGBoost_3_AutoML_20190416_015849	bathroom_count	8.239188623520852e+19	0.11460148972455922	0.02697541650356611
-477	XGBoost_3_AutoML_20190416_015849	room_count	7.511650575514495e+19	0.10448193209059442	0.024593429300222257
-478	XGBoost_3_AutoML_20190416_015849	floor	7.289777045513018e+19	0.10139582273802686	0.023867006935546657
-479	XGBoost_3_AutoML_20190416_015849	total_household_count_of_area_type	4.758216613647142e+19	0.06618354516116023	0.015578581925033015
-480	XGBoost_3_AutoML_20190416_015849	heat_type_district	3.993024250631317e+19	0.055540241708059324	0.01307331306411948
-481	XGBoost_3_AutoML_20190416_015849	heat_fuel_gas	2.8084708960049824e+19	0.03906391311535484	0.009195040388030774
-482	XGBoost_3_AutoML_20190416_015849	front_door_structure_stairway	2.4306268037523177e+19	0.03380835970659272	0.007957964478294903
-483	XGBoost_3_AutoML_20190416_015849	heat_type_central	1.6046617942414066e+19	0.02231975022384726	0.0052537236644212264
-484	XGBoost_3_AutoML_20190416_015849	front_door_structure_corridor	1.534276007633512e+19	0.02134073197711453	0.0050232779255946144
-485	XGBoost_3_AutoML_20190416_015849	front_door_structure_mixed	8.720184388693787e+18	0.012129181249283043	0.002855021490846618
-486	XGBoost_3_AutoML_20190416_020809	supply_area	8.28011490921272e+20	1.0	0.2693616527510137
-487	XGBoost_3_AutoML_20190416_020809	city	5.786949599310643e+20	0.6988972571952955	0.1882561203012751
-488	XGBoost_3_AutoML_20190416_020809	exclusive_use_area	5.528853934165574e+20	0.6677267157263717	0.17985997173406176
-489	XGBoost_3_AutoML_20190416_020809	apartment_building_count_in_sites	1.6580531552964418e+20	0.20024518662798252	0.05393837442554856
-490	XGBoost_3_AutoML_20190416_020809	total_parking_capacity_in_site	1.4269337880365315e+20	0.17233260693627322	0.04641979582724536
-491	XGBoost_3_AutoML_20190416_020809	heat_fuel_cogeneration	1.1569833644426422e+20	0.1397303512243949	0.03763799834528264
-492	XGBoost_3_AutoML_20190416_020809	room_count	1.0444717469472077e+20	0.1261421801991051	0.033977866140047136
-493	XGBoost_3_AutoML_20190416_020809	bathroom_count	1.0057123787713597e+20	0.12146116204889523	0.03271697935454912
-494	XGBoost_3_AutoML_20190416_020809	total_household_count_in_sites	1.0006645648687052e+20	0.1208515311490827	0.03255276816780753
-495	XGBoost_3_AutoML_20190416_020809	heat_type_district	8.756043531068585e+19	0.10574785044741747	0.028484415771383394
-496	XGBoost_3_AutoML_20190416_020809	floor	7.668573754639988e+19	0.0926143397612476	0.024946751626533578
-497	XGBoost_3_AutoML_20190416_020809	heat_type_individual	6.510214945131463e+19	0.07862469321395515	0.02117847731115237
-498	XGBoost_3_AutoML_20190416_020809	heat_fuel_gas	5.770909483879996e+19	0.06969600720708716	0.01877343169144756
-499	XGBoost_3_AutoML_20190416_020809	total_household_count_of_area_type	4.5264641915724235e+19	0.05466668326711426	0.014725108155246082
-500	XGBoost_3_AutoML_20190416_020809	front_door_structure_stairway	2.2444238498814755e+19	0.027106192057603666	0.007301368692422524
-501	XGBoost_3_AutoML_20190416_020809	front_door_structure_corridor	1.1824823145242558e+19	0.014280989182995373	0.0038467508492509824
-502	XGBoost_3_AutoML_20190416_020809	front_door_structure_mixed	1.1634848426683793e+19	0.014051554301183053	0.0037849498902872824
-503	XGBoost_3_AutoML_20190416_020809	heat_type_central	6.877159358715658e+18	0.008305632752830411	0.0022372189654453513
-504	GBM_grid_1_AutoML_20190416_015849_model_11	supply_area	7.250339410604227e+20	1.0	0.22929535214592975
-505	GBM_grid_1_AutoML_20190416_015849_model_11	city	6.507494577442484e+20	0.8975434402318779	0.2058025391942377
-506	GBM_grid_1_AutoML_20190416_015849_model_11	exclusive_use_area	3.6456888792605996e+20	0.5028300983990452	0.11529660448198159
-507	GBM_grid_1_AutoML_20190416_015849_model_11	room_count	2.5428357916673232e+20	0.3507195522389219	0.08041836323508639
-508	GBM_grid_1_AutoML_20190416_015849_model_11	total_parking_capacity_in_site	2.141653729486276e+20	0.29538668580865723	0.06773079414171516
-509	GBM_grid_1_AutoML_20190416_015849_model_11	apartment_building_count_in_sites	1.5889482337642086e+20	0.21915501382462718	0.050251226069463986
-510	GBM_grid_1_AutoML_20190416_015849_model_11	bathroom_count	1.5658845260162584e+20	0.2159739616777142	0.04952182559724302
-511	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_in_sites	1.1984002082423597e+20	0.16528884240779118	0.03789996332568756
-512	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_individual	9.47844378114067e+19	0.13073103539508307	0.02997601879731758
-513	GBM_grid_1_AutoML_20190416_015849_model_11	floor	8.186427898355044e+19	0.11291096091834968	0.0258899585449083
-514	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_gas	7.837225644201293e+19	0.10809460358143641	0.02478559019328014
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-529	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	7.9341093311851e+19	0.25317324094738264	0.04359971281843295
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-532	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	6.120100303112818e+19	0.19528917033850524	0.033631325773004796
-533	GBM_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	6.0147604921021104e+19	0.19192783256999957	0.03305245985161361
-534	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	4.762394757832691e+19	0.15196550301774495	0.026170428853732632
-535	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.9031822798151483e+19	0.06072954200423892	0.010458414092546504
-536	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.3096180743858553e+19	0.04178922150622961	0.007196645466003895
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-538	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_central	4.5371440778665e+18	0.014477787271266519	0.0024932625774805846
-539	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	4.1264407507642614e+18	0.013167254632377163	0.0022675718746205838
-540	GBM_grid_1_AutoML_20190416_020809_model_1	supply_area	6.618927705972466e+20	1.0	0.30478842669730877
-541	GBM_grid_1_AutoML_20190416_020809_model_1	city	4.3800964999954406e+20	0.6617531864025561	0.20169471254556598
-542	GBM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	2.824971003120226e+20	0.426801912426263	0.13008428339980324
-543	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.1627837720642768e+20	0.1756755510435717	0.05354387481175297
-544	GBM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.1524839869399224e+20	0.17411944020781492	0.05306959023835603
-545	GBM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.0962663972163866e+20	0.1656259814149641	0.0504808822956646
-546	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	8.450987988183994e+19	0.127679110025003	0.038915115066633255
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-550	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	4.3680865784657084e+19	0.06599387049543157	0.02011416795996853
-551	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	3.990330007338615e+19	0.06028665343690059	0.01837467425187883
-552	GBM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	2.323173071686048e+19	0.03509893407038993	0.010697748894066713
-553	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	1.9975414881015824e+19	0.03017923109054565	0.009198280363021914
-554	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	1.9898132407722705e+19	0.030062471281818045	0.009162693324618349
-555	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	1.6666805172642513e+19	0.025180521548231343	0.007674731546103112
-556	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	3.946716504233345e+18	0.00596277324599285	0.0018173842763989656
-557	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	1.654448203015127e+18	0.0024995713452531996	0.0007618404177373982
-558	GBM_grid_1_AutoML_20190416_020809_model_4	supply_area	1.4804033903389993e+20	1.0	0.30652195180708497
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-562	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	2.5314531195310047e+19	0.1709975224355116	0.05241449433110881
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-565	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.376985591624342e+19	0.09301421495049565	0.028510898712429667
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-599	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	9.079971971141625e+19	0.2256068594651683	0.05321340205360456
-600	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	7.390730684738201e+19	0.1836348773141638	0.04331356139059074
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-616	XGBoost_grid_1_AutoML_20190416_020809_model_8	floor	2.4548120573410646e+20	0.2752185478092045	0.06451798218188914
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-618	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.6774045599452994e+20	0.18806036319404565	0.04408596462068553
-619	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	1.437580139225961e+20	0.16117271262944294	0.037782839435814244
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-635	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	7.791729612262526e+19	0.08443934539017736	0.03166820315875098
-636	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	6.634194996670182e+19	0.07189508755899392	0.02696359414457591
-637	GBM_grid_1_AutoML_20190416_020809_model_2	floor	6.3154769222988464e+19	0.06844112458759163	0.025668216964947813
-638	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_district	5.039330070934585e+19	0.05461146030081408	0.02048152803187679
-639	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	4.895837206440051e+19	0.05305642128521333	0.01989832489075489
-640	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	4.354993154197501e+19	0.047195268498589515	0.01770015321695039
-641	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	4.273192127918873e+19	0.04630878687577479	0.01736768640307263
-642	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	1.7028642354715689e+19	0.01845402092819946	0.006921011539699186
-643	GBM_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.470746555634103e+19	0.015938550562272443	0.005977607416657972
-644	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.110714881604898e+19	0.012036870141161405	0.004514317907894931
-645	GBM_grid_1_AutoML_20190416_020809_model_2	room_count	7.004443772549333e+18	0.0075907491200099195	0.0028468409382949554
-646	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.8832754549181645e+18	0.0031246193606320524	0.0011718598746713303
-647	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_central	2.001654183857488e+18	0.0021692021847939513	0.0008135394129719584
-648	XGBoost_grid_1_AutoML_20190416_015849_model_6	supply_area	8.201676277452762e+20	1.0	0.246840765793381
-649	XGBoost_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	7.98374146198477e+20	0.9734280154330015	0.24028171677421317
-650	XGBoost_grid_1_AutoML_20190416_015849_model_6	city	7.341820185410074e+20	0.8951609326002637	0.22096221011136621
-651	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.4838437182418452e+20	0.1809195666892001	0.04465832438856881
-652	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	1.4519613994735501e+20	0.1770322736908233	0.043698782007986235
-653	XGBoost_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	1.3768471631104049e+20	0.16787387316120939	0.04143811540781383
-654	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	1.055048345118971e+20	0.12863813559910986	0.031753135901517064
-655	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	8.880615559667699e+19	0.10827805511028775	0.02672743804204134
-656	XGBoost_grid_1_AutoML_20190416_015849_model_6	bathroom_count	7.72755067874459e+19	0.09421916224599608	0.02325713016121248
-657	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	6.181341341561337e+19	0.07536680469277322	0.018603599785764324
-658	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_district	5.311751229097483e+19	0.06476421464841309	0.01598644833982119
-659	XGBoost_grid_1_AutoML_20190416_015849_model_6	floor	4.616552896696576e+19	0.05628791896344344	0.013894153021852151
-660	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	3.356776893860597e+19	0.04092793692782921	0.010102683293608559
-661	XGBoost_grid_1_AutoML_20190416_015849_model_6	room_count	2.918491547917458e+19	0.03558408609640795	0.008783603062094941
-662	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_central	1.6313958697149661e+19	0.019891005381422314	0.004909911000750546
-663	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.3081196599395222e+19	0.015949418334586987	0.0039369666356684424
-664	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.2826370486006972e+19	0.01563871829624386	0.003860273200271792
-665	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	1.0125572317296722e+18	0.0012345735157985869	0.00030474307206794987
-666	GBM_grid_1_AutoML_20190416_020809_model_7	supply_area	1.6696219527611102e+20	1.0	0.3696646400715778
-667	GBM_grid_1_AutoML_20190416_020809_model_7	city	6.963670253003027e+19	0.4170806595760777	0.15417997190300703
-668	GBM_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	6.681896209129616e+19	0.400204141906468	0.14794132007300914
-669	GBM_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.983806057044561e+19	0.17871147729641074	0.06606331393143762
-670	GBM_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.655430312339492e+19	0.1590438067700366	0.05879287158525915
-671	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	1.8172245498277134e+19	0.10884048013518915	0.040234476914392414
-672	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	1.785933658363999e+19	0.10696634980215373	0.039541677199383646
-673	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.629967164305834e+19	0.09762492410993412	0.0360884824331139
-674	GBM_grid_1_AutoML_20190416_020809_model_7	floor	1.6101817824174932e+19	0.09643990244346519	0.035650421825301634
-675	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_district	7.067212692355809e+18	0.04232822095246484	0.015647246563263134
-676	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	4.576211100390916e+18	0.027408666332058473	0.010132014774482367
-677	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	4.313869825026818e+18	0.02583740479629431	0.009551174944405794
-678	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	2.315139654904447e+18	0.013866250686724754	0.005125862569250374
-679	GBM_grid_1_AutoML_20190416_020809_model_7	bathroom_count	2.0969580650467164e+18	0.012559478279372802	0.004642795017631146
-680	GBM_grid_1_AutoML_20190416_020809_model_7	room_count	1.7897447580804055e+18	0.010719461103878301	0.00396260573072645
-681	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	6.368449688282071e+17	0.003814306392983364	0.0014100141998849135
-682	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_central	6.192736735047188e+17	0.00370906523168676	0.0013711102638734895
-683	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	0.0	0.0	0.0
-684	GBM_grid_1_AutoML_20190416_015849_model_3	supply_area	1.2313319009082042e+20	1.0	0.282753227274686
-685	GBM_grid_1_AutoML_20190416_015849_model_3	city	5.441833570170359e+19	0.4419469329233311	0.12496192156822104
-686	GBM_grid_1_AutoML_20190416_015849_model_3	bathroom_count	5.125683515156857e+19	0.41627147898761185	0.11770210410615388
-687	GBM_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	3.296467801467781e+19	0.2677156174575171	0.07569745482794822
-688	GBM_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	3.1993270486653993e+19	0.25982653793876725	0.07346679213379508
-689	GBM_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.5673103927360356e+19	0.20849865018866498	0.05895366622326084
-690	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	2.336827466786747e+19	0.18978046983621175	0.05366104031989507
-691	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	2.336039116949632e+19	0.189716445681836	0.05364293728362179
-692	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	1.968415425081796e+19	0.15986066986731481	0.04520112031927641
-693	GBM_grid_1_AutoML_20190416_015849_model_3	floor	1.6627149086763516e+19	0.1350338529725388	0.038181257719320794
-694	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1109054269699916e+19	0.09021982019231463	0.025509945323518843
-695	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	7.891200450106491e+18	0.06408670517093003	0.01812072271248177
-696	GBM_grid_1_AutoML_20190416_015849_model_3	room_count	6.535213991256392e+18	0.05307434970568176	0.0150069436647868
-697	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.9221648532884685e+18	0.015610452810251408	0.0044139059113177765
-698	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.6144177334268723e+18	0.013111150066331524	0.0037072199945379514
-699	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_district	1.5314195863757128e+18	0.012437098277452003	0.0035166296758819917
-700	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.202133720920752e+18	0.009762873194742084	0.002760483903286848
-701	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.1943574249333064e+18	0.00969971966171244	0.002742627038008918
-702	GBM_grid_1_AutoML_20190416_020809_model_5	supply_area	3.9641258129067596e+21	1.0	0.27325422040645136
-703	GBM_grid_1_AutoML_20190416_020809_model_5	city	3.317715714140971e+21	0.8369350194029795	0.22869602625781943
-704	GBM_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	2.7087876676989034e+21	0.6833253523082914	0.18672153642896588
-705	GBM_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	7.742977618530659e+20	0.1953262329192573	0.053373717501280594
-706	GBM_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	5.606837983838145e+20	0.14143945597243393	0.03864892827646004
-707	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.9203071455794613e+20	0.12412086239945967	0.03391654949114078
-708	GBM_grid_1_AutoML_20190416_020809_model_5	bathroom_count	4.050766906963043e+20	0.1021856292697419	0.02792265446284598
-709	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	3.705549810713934e+20	0.09347709900248548	0.025543011813780842
-710	GBM_grid_1_AutoML_20190416_020809_model_5	room_count	3.3157882438692005e+20	0.08364487910735217	0.02285631623147139
-711	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	3.301669459037394e+20	0.0832887152140207	0.022758992944462174
-712	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.165123133085288e+20	0.07984416445058311	0.02181775491094859
-713	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	3.047464833601629e+20	0.07687608762767865	0.021006715392599372
-714	GBM_grid_1_AutoML_20190416_020809_model_5	floor	2.7754484716396138e+20	0.07001413685214171	0.01913165838296258
-715	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	1.4485865145027894e+20	0.036542395041710085	0.009985363668907064
-716	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	1.0121932521491923e+20	0.025533832676389884	0.006977227541975692
-717	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	6.231621128690231e+19	0.01572003872430273	0.004295566926368569
-718	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_central	3.2976062358071804e+19	0.008318621535851702	0.002273098442635474
-719	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	1.1905408551465517e+19	0.0030032872601325647	0.0008206609189241513
-720	GBM_grid_1_AutoML_20190416_015849_model_13	supply_area	5.887218022889397e+19	1.0	0.15785894400040468
-721	GBM_grid_1_AutoML_20190416_015849_model_13	city	5.384655007284147e+19	0.9146348897473656	0.14438329784144568
-722	GBM_grid_1_AutoML_20190416_015849_model_13	apartment_building_count_in_sites	5.13968997388077e+19	0.8730252479010882	0.1378148437193573
-723	GBM_grid_1_AutoML_20190416_015849_model_13	exclusive_use_area	4.813182519333618e+19	0.8175648499206334	0.12905992386032053
-724	GBM_grid_1_AutoML_20190416_015849_model_13	total_parking_capacity_in_site	3.728260971053554e+19	0.6332806015605577	0.09996900701829066
-725	GBM_grid_1_AutoML_20190416_015849_model_13	room_count	3.6345638886693667e+19	0.6173652605591042	0.09745662809439488
-726	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_cogeneration	3.1538127648336118e+19	0.5357051076708295	0.08456584259254023
-727	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_in_sites	1.5218002889977889e+19	0.2584922595156247	0.04080531511941508
-728	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_of_area_type	1.3149295951573156e+19	0.22335330372425366	0.03525831666491234
-729	GBM_grid_1_AutoML_20190416_015849_model_13	floor	1.2506363124300906e+19	0.21243247788134215	0.033534366629738
-730	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_corridor	5.943842212012884e+18	0.10096181573203733	0.015937725615822858
-731	GBM_grid_1_AutoML_20190416_015849_model_13	bathroom_count	4.553891564102877e+18	0.0773521813936129	0.012210733670923485
-732	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_district	1.1428838567984497e+18	0.019412969799231794	0.003064510912418479
-733	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_individual	8.670292399316009e+17	0.01472731664702423	0.0023248386538588257
-734	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_mixed	8.405722413882409e+17	0.014277919352062575	0.0022538972714395405
-735	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_gas	6.605454917207327e+17	0.01121999370759744	0.0017711763583725172
-736	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_stairway	4.2647643987797606e+17	0.007244108137661004	0.0011435472608359043
-737	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_central	2.1894836177915085e+17	0.00371904626137309	0.000587084715509009
-738	XGBoost_grid_1_AutoML_20190416_015849_model_5	supply_area	1.1865486163870273e+21	1.0	0.29599679028309933
-739	XGBoost_grid_1_AutoML_20190416_015849_model_5	city	9.36165647078807e+20	0.7889821235722966	0.2335361761681434
-740	XGBoost_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	8.118613715512889e+20	0.6842209078826963	0.20252719257786628
-741	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_district	2.35696713331179e+20	0.19864058672021548	0.05879697608913543
-742	XGBoost_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	1.956698633352029e+20	0.1649067392881098	0.04881186552533237
-743	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	1.7378611628180976e+20	0.14646354467209152	0.04335273911642443
-744	XGBoost_grid_1_AutoML_20190416_015849_model_5	floor	1.163797785667877e+20	0.09808260442050615	0.029032136091076747
-745	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	9.999475073655348e+19	0.08427362297301545	0.024944721905540635
-746	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	8.639559510003391e+19	0.07281252020090298	0.02155227227189061
-747	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	7.088789398588123e+19	0.059742932575093985	0.017683716284327435
-748	XGBoost_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.1397229631283134e+19	0.02646097192956653	0.007832362758922882
-749	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	1.842518924775863e+19	0.015528389644802148	0.004596353493126752
-750	XGBoost_grid_1_AutoML_20190416_015849_model_5	room_count	1.6191205920489865e+19	0.013645632127397495	0.004039063311093599
-751	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	1.063577718610513e+19	0.00896362529037408	0.002653204315251142
-752	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_central	7.834079171776086e+18	0.006602408922468267	0.0019542918491871034
-753	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.161861074149704e+18	0.0051930961690488655	0.0015371397976699237
-754	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	4.621970300437791e+18	0.003895306299805419	0.0011529981619119401
-755	GBM_grid_1_AutoML_20190416_015849_model_1	supply_area	5.330900745819295e+21	1.0	0.22625258845673918
-756	GBM_grid_1_AutoML_20190416_015849_model_1	city	5.036137898408082e+21	0.9447067462956654	0.2137423466819383
-757	GBM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	3.4335207120092225e+21	0.644078904433163	0.14572451929838387
-758	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.4081338808279803e+21	0.2641455821386836	0.05976362168828939
-759	GBM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	1.2781668917189972e+21	0.23976565174682474	0.05424759933073618
-760	GBM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.1527579676453781e+21	0.21624074853567982	0.048925029086020394
-761	GBM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	1.1291198398387055e+21	0.21180657710129128	0.047921786321329055
-762	GBM_grid_1_AutoML_20190416_015849_model_1	room_count	9.056522818597442e+20	0.16988729016761248	0.03843743914632346
-763	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	6.829400619807859e+20	0.12810969375416992	0.0289851498182811
-764	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	6.53833930907788e+20	0.12264980386673878	0.02774983559856103
-765	GBM_grid_1_AutoML_20190416_015849_model_1	floor	6.356077224783312e+20	0.11923083035766521	0.02697628399226811
-766	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	5.228164420013486e+20	0.09807281488243093	0.02218922822438861
-767	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	4.6438343310486746e+20	0.08711162620483143	0.019709230913519022
-768	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	4.045058946279072e+20	0.07587946463740428	0.017167925284924324
-769	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	2.2603390607912075e+20	0.042400696778379446	0.009593267398477672
-770	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	2.078297582509637e+20	0.038985861519547534	0.008820652082013613
-771	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	6.840909779761837e+19	0.012832558897531062	0.0029033996670899623
-772	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	2.0972218928618013e+19	0.003934085425444333	0.0008900970107167124
-773	GBM_5_AutoML_20190416_020809	supply_area	5.210785099420208e+20	1.0	0.3477745722857248
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-776	GBM_5_AutoML_20190416_020809	heat_fuel_gas	7.820231592482387e+19	0.15007779908928745	0.05219324238785988
-777	GBM_5_AutoML_20190416_020809	total_parking_capacity_in_site	7.530459261223882e+19	0.14451678811436264	0.050259264174579175
-778	GBM_5_AutoML_20190416_020809	apartment_building_count_in_sites	4.8376857956655825e+19	0.09283986392384251	0.032287343967179215
-779	GBM_5_AutoML_20190416_020809	total_household_count_in_sites	4.719060365754132e+19	0.09056332732430687	0.03149562242498291
-780	GBM_5_AutoML_20190416_020809	heat_type_individual	3.273506700144935e+19	0.06282175598662033	0.021847809318485057
-781	GBM_5_AutoML_20190416_020809	floor	2.5164362096211657e+19	0.04829284189634234	0.016795022434962587
-782	GBM_5_AutoML_20190416_020809	front_door_structure_stairway	2.1651695124351025e+19	0.041551694631889846	0.014450622828352537
-783	GBM_5_AutoML_20190416_020809	heat_fuel_cogeneration	2.122593343575058e+19	0.04073461682024143	0.014166463941882352
-784	GBM_5_AutoML_20190416_020809	heat_type_district	1.977114321276109e+19	0.03794273384055116	0.013195518032748776
-785	GBM_5_AutoML_20190416_020809	total_household_count_of_area_type	1.6802796069300732e+19	0.03224618891147582	0.011214404556533183
-786	GBM_5_AutoML_20190416_020809	bathroom_count	1.0432203707734032e+19	0.02002040673082987	0.006962588387800604
-787	GBM_5_AutoML_20190416_020809	front_door_structure_corridor	3.3114395764253e+18	0.006354972452795561	0.0022100978266585396
-788	GBM_5_AutoML_20190416_020809	room_count	6.030973148394947e+17	0.0011574020101243476	0.00040251498903363307
-789	GBM_5_AutoML_20190416_020809	heat_type_central	5.239438163532841e+17	0.0010054987998096144	0.00034968691503759825
-790	GBM_5_AutoML_20190416_020809	front_door_structure_mixed	0.0	0.0	0.0
-791	GBM_5_AutoML_20190416_015849	supply_area	3.5811737590673546e+20	1.0	0.2425989195567782
-792	GBM_5_AutoML_20190416_015849	city	3.464669155144489e+20	0.9674674808425919	0.23470656555873082
-793	GBM_5_AutoML_20190416_015849	exclusive_use_area	3.261974098603053e+20	0.9108673072184493	0.22097542459078776
-794	GBM_5_AutoML_20190416_015849	total_parking_capacity_in_site	7.203043610072187e+19	0.2011363897614417	0.04879547083967678
-795	GBM_5_AutoML_20190416_015849	apartment_building_count_in_sites	6.176827626426991e+19	0.1724805340926999	0.04184359121546504
-796	GBM_5_AutoML_20190416_015849	total_household_count_in_sites	5.3229372205938246e+19	0.14863666436503986	0.03605909418148214
-797	GBM_5_AutoML_20190416_015849	heat_fuel_cogeneration	5.229796271190966e+19	0.14603581459708234	0.035428130837846156
-798	GBM_5_AutoML_20190416_015849	heat_type_individual	3.7780275061546025e+19	0.1054969057725508	0.025593435357004063
-799	GBM_5_AutoML_20190416_015849	heat_fuel_gas	3.3768698091512267e+19	0.09429505621170041	0.022875878756504188
-800	GBM_5_AutoML_20190416_015849	room_count	3.266148768331858e+19	0.09120330338795014	0.022125822861925753
-801	GBM_5_AutoML_20190416_015849	floor	2.749247241491107e+19	0.07676944561905574	0.01862418456215576
-802	GBM_5_AutoML_20190416_015849	total_household_count_of_area_type	2.0945566766760722e+19	0.05848799353487829	0.014189124038605302
-803	GBM_5_AutoML_20190416_015849	heat_type_district	1.8176799675439383e+19	0.05075654212370072	0.012313482279647894
-804	GBM_5_AutoML_20190416_015849	front_door_structure_stairway	1.2777031001222152e+19	0.035678333029419036	0.00865552504452397
-805	GBM_5_AutoML_20190416_015849	bathroom_count	1.2704203749044781e+19	0.03547497162593233	0.008606189787758546
-806	GBM_5_AutoML_20190416_015849	front_door_structure_corridor	8.993240954626376e+18	0.025112551246238568	0.006092277799651701
-807	GBM_5_AutoML_20190416_015849	heat_type_central	7.630070561678295e+17	0.0021306060735978905	0.0005168827314559577
-808	GBM_5_AutoML_20190416_015849	front_door_structure_mixed	0.0	0.0	0.0
-809	DeepLearning_grid_1_AutoML_20190416_015849_model_3	city	1.0	1.0	0.10588649944601221
-810	DeepLearning_grid_1_AutoML_20190416_015849_model_3	supply_area	0.6622630953788757	0.6622630953788757	0.07012472088194965
-811	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	0.6041501760482788	0.6041501760482788	0.06397134728144425
-812	DeepLearning_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	0.6031635403633118	0.6031635403633118	0.06386687588253458
-813	DeepLearning_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	0.5966374278068542	0.5966374278068542	0.06317584866894062
-814	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	0.571448028087616	0.571448028087616	0.06050863130952412
-815	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	0.5541250109672546	0.5541250109672546	0.05867435766680572
-816	DeepLearning_grid_1_AutoML_20190416_015849_model_3	room_count	0.5160220861434937	0.5160220861434937	0.054639772338563104
-817	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	0.49915698170661926	0.49915698170661926	0.05285398546695107
-818	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_district	0.4731612205505371	0.4731612205505371	0.05010138531769891
-819	DeepLearning_grid_1_AutoML_20190416_015849_model_3	bathroom_count	0.46317997574806213	0.46317997574806213	0.04904450624545113
-820	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	0.462480366230011	0.462480366230011	0.04897042704260558
-821	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	0.4621308445930481	0.4621308445930481	0.04893341741998694
-822	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	0.4467972218990326	0.4467972218990326	0.04730979378909171
-823	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_central	0.41894832253456116	0.41894832253456116	0.04436097132196355
-824	DeepLearning_grid_1_AutoML_20190416_015849_model_3	floor	0.3929085433483124	0.3929085433483124	0.041603710257584546
-825	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	0.3895597457885742	0.3895597457885742	0.04124911780663052
-826	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	0.32794201374053955	0.32794201374053955	0.03472463185626177
-827	GBM_grid_1_AutoML_20190416_015849_model_5	supply_area	4.3020933803931976e+21	1.0	0.3216625664438349
-828	GBM_grid_1_AutoML_20190416_015849_model_5	city	3.263800026776975e+21	0.7586539245409578	0.24403056841053195
-829	GBM_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	2.6559255411727354e+21	0.6173565532717452	0.19858049333630964
-830	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	8.746523167746928e+20	0.20330853829461795	0.0653967462077915
-831	GBM_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	7.308864391449349e+20	0.16989088207056402	0.05464753714222452
-832	GBM_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.293945433832733e+20	0.076566107301271	0.024628450577140876
-833	GBM_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	2.5499873671380992e+20	0.059273175676745504	0.01906596180945825
-834	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	2.490584712131222e+20	0.05789239079472493	0.018621815000600662
-835	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	2.1792496384380764e+20	0.05065556336759245	0.016293998517478096
-836	GBM_grid_1_AutoML_20190416_015849_model_5	floor	1.8856012208284054e+20	0.04382985337840499	0.014098423124554737
-837	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_district	1.7203664374843677e+20	0.039989053824934215	0.012862981682988993
-838	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	5.385988055181663e+19	0.012519458735434051	0.004027041227327405
-839	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	2.9869680325837193e+19	0.006943057178156184	0.0022333215908920084
-840	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	2.0449931114215113e+19	0.004753483782433857	0.001529017793006822
-841	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_central	1.922962274096513e+19	0.0044698292297894295	0.0014377767416197378
-842	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.928612104849064e+18	0.0016105210864148678	0.0005180443459681196
-843	GBM_grid_1_AutoML_20190416_015849_model_5	room_count	4.885136759278535e+18	0.0011355255052209138	0.0003652560482717914
-844	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.0	0.0	0.0
-845	DeepLearning_1_AutoML_20190416_020809	city	1.0	1.0	0.07558075189856184
-846	DeepLearning_1_AutoML_20190416_020809	front_door_structure_mixed	0.917976975440979	0.917976975440979	0.06938139002939683
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-848	DeepLearning_1_AutoML_20190416_020809	heat_type_individual	0.8894039392471313	0.8894039392471313	0.067221818469841
-849	DeepLearning_1_AutoML_20190416_020809	total_household_count_in_sites	0.867792546749115	0.867792546749115	0.06558841317526598
-850	DeepLearning_1_AutoML_20190416_020809	heat_fuel_cogeneration	0.8673058152198792	0.8673058152198792	0.0655516256403136
-851	DeepLearning_1_AutoML_20190416_020809	apartment_building_count_in_sites	0.8541399240493774	0.8541399240493774	0.06455653768623244
-852	DeepLearning_1_AutoML_20190416_020809	heat_type_district	0.8024343252182007	0.8024343252182007	0.060648589649206705
-853	DeepLearning_1_AutoML_20190416_020809	front_door_structure_corridor	0.8009785413742065	0.8009785413742065	0.06053856041167585
-854	DeepLearning_1_AutoML_20190416_020809	total_parking_capacity_in_site	0.7319377064704895	0.7319377064704895	0.05532040219794845
-855	DeepLearning_1_AutoML_20190416_020809	room_count	0.6987099051475525	0.6987099051475525	0.05280901999002484
-856	DeepLearning_1_AutoML_20190416_020809	exclusive_use_area	0.6873521208763123	0.6873521208763123	0.05195059011490284
-857	DeepLearning_1_AutoML_20190416_020809	bathroom_count	0.6764413118362427	0.6764413118362427	0.05112594296383276
-858	DeepLearning_1_AutoML_20190416_020809	heat_fuel_gas	0.6638084053993225	0.6638084053993225	0.05017113839666615
-859	DeepLearning_1_AutoML_20190416_020809	total_household_count_of_area_type	0.6400241851806641	0.6400241851806641	0.048373509149218966
-860	DeepLearning_1_AutoML_20190416_020809	front_door_structure_stairway	0.5167799592018127	0.5167799592018127	0.039058617882581116
-861	DeepLearning_1_AutoML_20190416_020809	heat_type_central	0.4085588753223419	0.4085588753223419	0.030879186991693383
-862	DeepLearning_1_AutoML_20190416_020809	floor	0.31358930468559265	0.31358930468559265	0.02370131543548429
-863	DeepLearning_grid_1_AutoML_20190416_020809_model_1	city	1.0	1.0	0.117216195630159
-864	DeepLearning_grid_1_AutoML_20190416_020809_model_1	supply_area	0.700688898563385	0.700688898563385	0.08213208700988638
-865	DeepLearning_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.6795383095741272	0.6795383095741272	0.07965289543322844
-866	DeepLearning_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.6287859082221985	0.6287859082221985	0.07370389202766042
-867	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.5363758206367493	0.5363758206367493	0.06287193312304427
-868	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.4726800322532654	0.4726800322532654	0.05540575513106862
-869	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.4637191891670227	0.4637191891670227	0.054355399194860446
-870	DeepLearning_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.4558580815792084	0.4558580815792084	0.05343395006997747
-871	DeepLearning_grid_1_AutoML_20190416_020809_model_1	room_count	0.4473789930343628	0.4473789930343628	0.05244006356833941
-872	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.43798118829727173	0.43798118829727173	0.051338488649782514
-873	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.42868953943252563	0.42868953943252563	0.05024935691872569
-874	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.4058772921562195	0.4058772921562195	0.04757539207922262
-875	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.37632983922958374	0.37632983922958374	0.04411195205660117
-876	DeepLearning_grid_1_AutoML_20190416_020809_model_1	floor	0.35347601771354675	0.35347601771354675	0.041433114042880644
-877	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.3185288608074188	0.3185288608074188	0.03733674126225409
-878	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.297958642244339	0.297958642244339	0.034925578499009
-879	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.2943436801433563	0.2943436801433563	0.034501846394184604
-880	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.23303399980068207	0.23303399980068207	0.027315358909115184
-881	DeepLearning_1_AutoML_20190416_015849	city	1.0	1.0	0.10113582441701437
-882	DeepLearning_1_AutoML_20190416_015849	exclusive_use_area	0.7808131575584412	0.7808131575584412	0.07896818240532508
-883	DeepLearning_1_AutoML_20190416_015849	heat_type_individual	0.757499098777771	0.757499098777771	0.07661029585003527
-884	DeepLearning_1_AutoML_20190416_015849	supply_area	0.6812328100204468	0.6812328100204468	0.06889704186133722
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-886	DeepLearning_1_AutoML_20190416_015849	apartment_building_count_in_sites	0.568518877029419	0.568518877029419	0.0574976253250055
-887	DeepLearning_1_AutoML_20190416_015849	total_household_count_in_sites	0.5374017953872681	0.5374017953872681	0.054350573619675026
-888	DeepLearning_1_AutoML_20190416_015849	front_door_structure_corridor	0.5108906030654907	0.5108906030654907	0.05166934232793405
-889	DeepLearning_1_AutoML_20190416_015849	floor	0.5063374042510986	0.5063374042510986	0.05120885081210593
-890	DeepLearning_1_AutoML_20190416_015849	total_parking_capacity_in_site	0.5059372782707214	0.5059372782707214	0.05116838374120982
-891	DeepLearning_1_AutoML_20190416_015849	heat_fuel_cogeneration	0.4903944432735443	0.4903944432735443	0.04959644630999269
-892	DeepLearning_1_AutoML_20190416_015849	heat_type_district	0.48135486245155334	0.48135486245155334	0.0486822208511764
-893	DeepLearning_1_AutoML_20190416_015849	total_household_count_of_area_type	0.4433438181877136	0.4433438181877136	0.044837942552601345
-894	DeepLearning_1_AutoML_20190416_015849	heat_type_central	0.4407172203063965	0.4407172203063965	0.044572299410462354
-895	DeepLearning_1_AutoML_20190416_015849	room_count	0.4216771721839905	0.4216771721839905	0.0426466684466632
-896	DeepLearning_1_AutoML_20190416_015849	front_door_structure_mixed	0.4205125868320465	0.4205125868320465	0.042528887146990366
-897	DeepLearning_1_AutoML_20190416_015849	heat_fuel_gas	0.3948497474193573	0.3948497474193573	0.03993345472610659
-898	DeepLearning_1_AutoML_20190416_015849	front_door_structure_stairway	0.3179141879081726	0.3179141879081726	0.03215251348795865
-899	GBM_grid_1_AutoML_20190416_020809_model_11	supply_area	6.623709262139338e+20	1.0	0.24497434277084765
-900	GBM_grid_1_AutoML_20190416_020809_model_11	city	6.435682570321736e+20	0.9716130819792546	0.2380202761854256
-901	GBM_grid_1_AutoML_20190416_020809_model_11	exclusive_use_area	4.093460679586795e+20	0.618001261466099	0.15139445285921238
-902	GBM_grid_1_AutoML_20190416_020809_model_11	room_count	1.8274198153767315e+20	0.2758907045969146	0.06758614403521523
-903	GBM_grid_1_AutoML_20190416_020809_model_11	apartment_building_count_in_sites	1.4728570462133866e+20	0.22236136701109982	0.05447282974117142
-904	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_cogeneration	1.446871364324389e+20	0.21843823559627007	0.05351176320121984
-905	GBM_grid_1_AutoML_20190416_020809_model_11	total_parking_capacity_in_site	1.1429969608108199e+20	0.17256146300745884	0.04227313098782817
-906	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_in_sites	8.928639588741048e+19	0.1347981808286262	0.03302209575519858
-907	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_gas	5.75739692577928e+19	0.08692103922326665	0.021293424456678818
-908	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_district	4.9671176656594665e+19	0.07498997116390911	0.01837061890028345
-909	GBM_grid_1_AutoML_20190416_020809_model_11	floor	4.846136202232018e+19	0.07316348001462256	0.017923175431410206
-910	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_of_area_type	4.774080367412694e+19	0.07207563282858753	0.017656680781976162
-911	GBM_grid_1_AutoML_20190416_020809_model_11	bathroom_count	3.4857293767847707e+19	0.05262503589505291	0.012891783581682852
-912	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_individual	2.804398744740351e+19	0.042338795888432174	0.01037191869647774
-913	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_corridor	2.262390529586312e+19	0.03415594555935568	0.00836733031512001
-914	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_stairway	1.9659239317332558e+19	0.029680106024132735	0.0072708644666309935
-915	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_central	1.6200527305192243e+18	0.002445839130922206	0.0005991678336208885
-916	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_mixed	0.0	0.0	0.0
-917	XGBoost_grid_1_AutoML_20190416_020809_model_5	supply_area	5.802215042828825e+20	1.0	0.24278697890305997
-918	XGBoost_grid_1_AutoML_20190416_020809_model_5	city	4.539904621710357e+20	0.7824433579588532	0.18996705904159553
-919	XGBoost_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	3.962916807513043e+20	0.683000677889552	0.16582367117354632
-920	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	1.4486755309641741e+20	0.24967629091145915	0.060618152374114706
-921	XGBoost_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	1.3447171463626044e+20	0.2317592740766461	0.05626813398583517
-922	XGBoost_grid_1_AutoML_20190416_020809_model_5	bathroom_count	1.031102301279963e+20	0.1777083913072717	0.04314528345121531
-923	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	9.41485330624592e+19	0.16226308809222936	0.03939536494539345
-924	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	9.39887960131759e+19	0.161987784526084	0.03932852482428779
-925	XGBoost_grid_1_AutoML_20190416_020809_model_5	room_count	8.892377695256995e+19	0.15325832685652385	0.03720912616923313
-926	XGBoost_grid_1_AutoML_20190416_020809_model_5	floor	6.1380214630362644e+19	0.10578755557539142	0.025683841023688845
-927	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	4.7878968305273274e+19	0.08251843124023589	0.02003440062463676
-928	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.466908044742309e+19	0.0769862545901867	0.01869126016901326
-929	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.7830228073819144e+19	0.06519963116598883	0.015829621476384222
-930	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	3.334731245919037e+19	0.05747341698478681	0.013953797276972204
-931	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	3.302315883913596e+19	0.0569147447920782	0.013818158943107332
-932	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	2.0635033896751202e+19	0.03556406259408605	0.008634491314737475
-933	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	1.1899703185628987e+19	0.02050889720183032	0.004979293192265804
-934	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_central	9.159868643280945e+18	0.01578684791181942	0.003832841110912718
-935	DeepLearning_grid_1_AutoML_20190416_015849_model_1	city	1.0	1.0	0.11758106587815784
-936	DeepLearning_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.58933025598526	0.58933025598526	0.06929407965299447
-937	DeepLearning_grid_1_AutoML_20190416_015849_model_1	supply_area	0.5573058724403381	0.5573058724403381	0.06552861850169163
-938	DeepLearning_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.5437310934066772	0.5437310934066772	0.0639324815138533
-939	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.5327525734901428	0.5327525734901428	0.06264161544030261
-940	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.4413248300552368	0.4413248300552368	0.05189144391639161
-941	DeepLearning_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.43260762095451355	0.43260762095451355	0.05086646517884579
-942	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.4302734434604645	0.4302734434604645	0.050592010101146695
-943	DeepLearning_grid_1_AutoML_20190416_015849_model_1	floor	0.4301404356956482	0.4301404356956482	0.05057637090638952
-944	DeepLearning_grid_1_AutoML_20190416_015849_model_1	room_count	0.42886799573898315	0.42886799573898315	0.05042675606001889
-945	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.4197019636631012	0.4197019636631012	0.049349004238663306
-946	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.40755409002304077	0.40755409002304077	0.047920644307911826
-947	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.4042295813560486	0.4042295813560486	0.04752974503532571
-948	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.4011259377002716	0.4011259377002716	0.04716481530617347
-949	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.38356807827949524	0.38356807827949524	0.045100343480939734
-950	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.3733125627040863	0.3733125627040863	0.043894489028453096
-951	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.3719974756240845	0.3719974756240845	0.04373985968786389
-952	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.3569468557834625	0.3569468557834625	0.04197019176487661
-953	DeepLearning_grid_1_AutoML_20190416_020809_model_3	city	1.0	1.0	0.1144964082068361
-954	DeepLearning_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	0.5743646025657654	0.5743646025657654	0.06576268399492705
-955	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	0.5626169443130493	0.5626169443130493	0.06441761932014967
-956	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	0.49234214425086975	0.49234214425086975	0.05637140712557656
-957	DeepLearning_grid_1_AutoML_20190416_020809_model_3	supply_area	0.48573926091194153	0.48573926091194153	0.05561540069946052
-958	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	0.4781739413738251	0.4781739413738251	0.05474919878540919
-959	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	0.47582191228866577	0.47582191228866577	0.054479899903160434
-960	DeepLearning_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	0.4524413049221039	0.4524413049221039	0.0518029043379948
-961	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	0.4489237070083618	0.4489237070083618	0.05140015201135548
-962	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	0.44274869561195374	0.44274869561195374	0.05069313538583047
-963	DeepLearning_grid_1_AutoML_20190416_020809_model_3	room_count	0.44213664531707764	0.44213664531707764	0.05062305782542523
-964	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	0.43108484148979187	0.43108484148979187	0.049357665982994445
-965	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_district	0.4309975504875183	0.4309975504875183	0.049347671476765345
-966	DeepLearning_grid_1_AutoML_20190416_020809_model_3	floor	0.4294818341732025	0.4294818341732025	0.049174127402915685
-967	DeepLearning_grid_1_AutoML_20190416_020809_model_3	bathroom_count	0.42389464378356934	0.42389464378356934	0.04853441417133493
-968	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_central	0.4101783037185669	0.4101783037185669	0.04696394250014863
-969	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	0.40423399209976196	0.40423399209976196	0.0462833401705333
-970	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.3487181067466736	0.3487181067466736	0.039926970699182183
-971	DeepLearning_grid_1_AutoML_20190416_015849_model_4	city	1.0	1.0	0.11456030938983702
-972	DeepLearning_grid_1_AutoML_20190416_015849_model_4	supply_area	0.5479498505592346	0.5479498505592346	0.06277330441018088
-973	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	0.517829418182373	0.517829418182373	0.059322698358131955
-974	DeepLearning_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	0.5146306157112122	0.5146306157112122	0.05895624255735879
-975	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	0.5035648345947266	0.5035648345947266	0.057688543249013985
-976	DeepLearning_grid_1_AutoML_20190416_015849_model_4	bathroom_count	0.49091455340385437	0.49091455340385437	0.056239323121919226
-977	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	0.4849349558353424	0.4849349558353424	0.05555429857444378
-978	DeepLearning_grid_1_AutoML_20190416_015849_model_4	floor	0.47748738527297974	0.47748738527297974	0.05470110258661687
-979	DeepLearning_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	0.4491879343986511	0.4491879343986511	0.05145910873889129
-980	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_district	0.43740376830101013	0.43740376830101013	0.05010911102484431
-981	DeepLearning_grid_1_AutoML_20190416_015849_model_4	room_count	0.42859286069869995	0.42859286069869995	0.04909973072391839
-982	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	0.421460896730423	0.421460896730423	0.04828269072515541
-983	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_central	0.41904228925704956	0.41904228925704956	0.04800561430471318
-984	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	0.4162117838859558	0.4162117838859558	0.04768135073367108
-985	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	0.41460445523262024	0.41460445523262024	0.04749721466585381
-986	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	0.41138172149658203	0.41138172149658203	0.047128017291972205
-987	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	0.39901843667030334	0.39901843667030334	0.045711675557199044
-988	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	0.3948109447956085	0.3948109447956085	0.04522966398627878
-989	DeepLearning_grid_1_AutoML_20190416_015849_model_2	city	1.0	1.0	0.10054497828916853
-990	DeepLearning_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	0.6759928464889526	0.6759928464889526	0.06796768607386497
-991	DeepLearning_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	0.6548359394073486	0.6548359394073486	0.06584046531067915
-992	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	0.5983142256736755	0.5983142256736755	0.06015749083046038
-993	DeepLearning_grid_1_AutoML_20190416_015849_model_2	room_count	0.5966219305992126	0.5966219305992126	0.059987339058939645
-994	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	0.5670989751815796	0.5670989751815796	0.05701895414744164
-995	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_district	0.5425782203674316	0.5425782203674316	0.05455351538701911
-996	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	0.541207492351532	0.541207492351532	0.054415695568420124
-997	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	0.5209740400314331	0.5209740400314331	0.052381323544180854
-998	DeepLearning_grid_1_AutoML_20190416_015849_model_2	supply_area	0.5028508305549622	0.5028508305549622	0.050559125840839034
-999	DeepLearning_grid_1_AutoML_20190416_015849_model_2	floor	0.4965813457965851	0.4965813457965851	0.04992876063192374
-1000	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	0.49326959252357483	0.49326959252357483	0.049595780470989836
-1001	DeepLearning_grid_1_AutoML_20190416_015849_model_2	bathroom_count	0.48635435104370117	0.48635435104370117	0.04890048766653158
-1002	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	0.4859231412410736	0.4859231412410736	0.048857131686288316
-1003	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	0.4746173620223999	0.4746173620223999	0.04772039236020464
-1004	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	0.4688268303871155	0.4688268303871155	0.04713818348265222
-1005	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_central	0.4391572177410126	0.4391572177410126	0.04415505292330176
-1006	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	0.40059322118759155	0.40059322118759155	0.04027763672709448
-1007	DeepLearning_grid_1_AutoML_20190416_020809_model_2	city	1.0	1.0	0.07829448261353092
-1008	DeepLearning_grid_1_AutoML_20190416_020809_model_2	supply_area	0.8004454970359802	0.8004454970359802	0.06267046605076267
-1009	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	0.7461232542991638	0.7461232542991638	0.058417334161276986
-1010	DeepLearning_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	0.7327424883842468	0.7327424883842468	0.05736969401699579
-1011	DeepLearning_grid_1_AutoML_20190416_020809_model_2	bathroom_count	0.7218878865242004	0.7218878865242004	0.05651983858038759
-1012	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	0.7135211229324341	0.7135211229324341	0.055864767153820515
-1013	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	0.7049736380577087	0.7049736380577087	0.055195546247906915
-1014	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	0.6997419595718384	0.6997419595718384	0.05478593468765535
-1015	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_district	0.6938195824623108	0.6938195824623108	0.05432224523602267
-1016	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_central	0.6920918822288513	0.6920918822288513	0.054186975840132684
-1017	DeepLearning_grid_1_AutoML_20190416_020809_model_2	room_count	0.6832367777824402	0.6832367777824402	0.053493670019012146
-1018	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	0.6743483543395996	0.6743483543395996	0.05279775550430497
-1019	DeepLearning_grid_1_AutoML_20190416_020809_model_2	floor	0.6739465594291687	0.6739465594291687	0.05276629717967603
-1020	DeepLearning_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	0.6666306853294373	0.6666306853294373	0.05219350460217183
-1021	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	0.6602783203125	0.6602783203125	0.051696149469798426
-1022	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	0.6555473208427429	0.6555473208427429	0.051325738314068906
-1023	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	0.6424811482429504	0.6424811482429504	0.050302729090629064
-1024	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	0.6104755997657776	0.6104755997657776	0.04779687123184653
-1025	GBM_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	8.726815873174392e+19	1.0	0.2509238849098573
-1026	GBM_grid_1_AutoML_20190416_015849_model_2	supply_area	4.946622768917722e+19	0.5668301979560824	0.14223123535536364
-1027	GBM_grid_1_AutoML_20190416_015849_model_2	city	4.7952033051962245e+19	0.5494791427806259	0.13787744118345283
-1028	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_district	4.0288955975851835e+19	0.46166845458143796	0.11584364216390441
-1029	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	2.5822868406179725e+19	0.29590252368630093	0.0742490107979977
-1030	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.074752273236571e+19	0.23774447672423238	0.059655767715505535
-1031	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.8137000653048775e+19	0.20783067864191587	0.05214968128828164
-1032	GBM_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	1.691448885849673e+19	0.19382199767146066	0.04863456863671223
-1033	GBM_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	1.2190242536199029e+19	0.1396871747193723	0.03505084855266691
-1034	GBM_grid_1_AutoML_20190416_015849_model_2	floor	7.946243101704585e+18	0.09105546876645775	0.02284799196516775
-1035	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_central	5.38582246873052e+18	0.06171577981020721	0.01548596323021853
-1036	GBM_grid_1_AutoML_20190416_015849_model_2	bathroom_count	3.8853725514964664e+18	0.04452222446264535	0.011171689526995656
-1037	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	3.5024912666234716e+18	0.040134813401871805	0.010070783298929879
-1038	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	2.571031469937918e+18	0.029461277828045907	0.007392538287021922
-1039	GBM_grid_1_AutoML_20190416_015849_model_2	room_count	2.2370435430067732e+18	0.025634132489070673	0.006432216110451603
-1040	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	1.424085948466987e+18	0.01631850573179303	0.004094702854145281
-1041	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	1.0965776497167565e+18	0.01256561001920022	0.0031530116822799455
-1042	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	9.512062696061665e+17	0.01089980908764337	0.002735022441047242
-1043	DeepLearning_grid_1_AutoML_20190416_020809_model_4	city	1.0	1.0	0.10099911289943586
-1044	DeepLearning_grid_1_AutoML_20190416_020809_model_4	supply_area	0.6357630491256714	0.6357630491256714	0.06421150397593328
-1045	DeepLearning_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	0.5851655602455139	0.5851655602455139	0.0591012024840983
-1046	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	0.5831006765365601	0.5831006765365601	0.058892651061253465
-1047	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	0.5815253853797913	0.5815253853797913	0.05873354805186149
-1048	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_district	0.5506886839866638	0.5506886839866638	0.05561906856641082
-1049	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	0.5315724015235901	0.5315724015235901	0.05368834099570533
-1050	DeepLearning_grid_1_AutoML_20190416_020809_model_4	room_count	0.5235360264778137	0.5235360264778137	0.052876674245154756
-1051	DeepLearning_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	0.5208905339241028	0.5208905339241028	0.05260948184404789
-1052	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.509010910987854	0.509010910987854	0.05140965046590697
-1053	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	0.5082725882530212	0.5082725882530212	0.05133508052465537
-1054	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	0.5052271485328674	0.5052271485328674	0.05102749381453113
-1055	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	0.49917349219322205	0.49917349219322205	0.0504160798944289
-1056	DeepLearning_grid_1_AutoML_20190416_020809_model_4	bathroom_count	0.4991607964038849	0.4991607964038849	0.05041479763096829
-1057	DeepLearning_grid_1_AutoML_20190416_020809_model_4	floor	0.49660634994506836	0.49660634994506836	0.050156800804678714
-1058	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_central	0.4784940779209137	0.4784940779209137	0.04832747739764583
-1059	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	0.47503191232681274	0.47503191232681274	0.04797780174393068
-1060	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	0.41785746812820435	0.41785746812820435	0.042203233599352935
-1061	GBM_grid_1_AutoML_20190416_020809_model_3	supply_area	4.166770063214899e+21	1.0	0.1931465378744332
-1062	GBM_grid_1_AutoML_20190416_020809_model_3	city	4.0054573170119756e+21	0.9612859016082923	0.1856690438031447
-1063	GBM_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	3.541830312722646e+21	0.8500181817064134	0.1641780689269146
-1064	GBM_grid_1_AutoML_20190416_020809_model_3	room_count	1.5117816929771219e+21	0.36281860290862716	0.07007715702824009
-1065	GBM_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	1.3418605975614563e+21	0.32203855197282827	0.062200631375647505
-1066	GBM_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	1.1507237479886902e+21	0.2761668463896089	0.05334067025585338
-1067	GBM_grid_1_AutoML_20190416_020809_model_3	bathroom_count	9.322823479313627e+20	0.22374221130216482	0.04321503348938301
-1068	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	8.080280342122107e+20	0.19392191600531258	0.03745534669440276
-1069	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	7.546584083030333e+20	0.18111352362956443	0.03498145005128972
-1070	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	7.501489680698961e+20	0.180031284829553	0.03477241937391413
-1071	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_district	6.813875163779941e+20	0.16352894593186768	0.03158504974899562
-1072	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	6.653582905105082e+20	0.15968202718561977	0.030842030711673584
-1073	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	4.054497154091901e+20	0.09730551704510489	0.018794223733343655
-1074	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	3.031111489298461e+20	0.07274487056671869	0.014050419898085472
-1075	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	2.6222066333657753e+20	0.06293139754735097	0.012154981559870435
-1076	GBM_grid_1_AutoML_20190416_020809_model_3	floor	2.5410542309866052e+20	0.06098378822051049	0.011778807561259243
-1077	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_central	3.7928273724691186e+19	0.009102559812342363	0.0017581279135488776
-1078	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.0	0.0	0.0
-1079	DeepLearning_grid_1_AutoML_20190416_015849_model_5	city	1.0	1.0	0.12292167047630163
-1080	DeepLearning_grid_1_AutoML_20190416_015849_model_5	supply_area	0.5566843152046204	0.5566843152046204	0.06842856595290799
-1081	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	0.5210067629814148	0.5210067629814148	0.06404302163512605
-1082	DeepLearning_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	0.5073556303977966	0.5073556303977966	0.06236500161405425
-1083	DeepLearning_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	0.470718115568161	0.470718115568161	0.05786145708909516
-1084	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	0.45125481486320496	0.45125481486320496	0.055468995653459384
-1085	DeepLearning_grid_1_AutoML_20190416_015849_model_5	floor	0.43693533539772034	0.43693533539772034	0.053708821317210914
-1086	DeepLearning_grid_1_AutoML_20190416_015849_model_5	bathroom_count	0.43297556042671204	0.43297556042671204	0.053222079163064324
-1087	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_central	0.39531174302101135	0.39531174302101135	0.04859237981104119
-1088	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_district	0.39332646131515503	0.39332646131515503	0.04834834566739129
-1089	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	0.39085933566093445	0.39085933566093445	0.04804508246069956
-1090	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	0.387646347284317	0.387646347284317	0.047650136562224804
-1091	DeepLearning_grid_1_AutoML_20190416_015849_model_5	room_count	0.38671767711639404	0.38671767711639404	0.0475359828738622
-1092	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.3857880234718323	0.3857880234718323	0.04742170829490829
-1093	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	0.36729907989501953	0.36729907989501953	0.04514901646510438
-1094	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	0.36065393686294556	0.36065393686294556	0.04433218438304789
-1095	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	0.3498469293117523	0.3498469293117523	0.04300376896200521
-1096	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	0.34088197350502014	0.34088197350502014	0.04190178161849547
-1097	GBM_grid_1_AutoML_20190416_020809_model_10	supply_area	4.46438087444047e+21	1.0	0.28898098981018877
-1098	GBM_grid_1_AutoML_20190416_020809_model_10	city	4.3319671640964297e+21	0.9703399611126065	0.2804098024147011
-1099	GBM_grid_1_AutoML_20190416_020809_model_10	exclusive_use_area	2.812839959389578e+21	0.6300627205652827	0.18207614863145574
-1100	GBM_grid_1_AutoML_20190416_020809_model_10	room_count	6.804704005351266e+20	0.1524221207090471	0.044047095311468505
-1101	GBM_grid_1_AutoML_20190416_020809_model_10	apartment_building_count_in_sites	5.918318193066157e+20	0.1325675017324303	0.03830948786730162
-1102	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_gas	4.38730085202435e+20	0.09827344430092379	0.02839915720613741
-1103	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_cogeneration	4.2738062711336835e+20	0.09573121987871001	0.02766450267628644
-1104	GBM_grid_1_AutoML_20190416_020809_model_10	total_parking_capacity_in_site	3.983471517687339e+20	0.08922786002631541	0.025785155309049602
-1105	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_individual	3.853681998551172e+20	0.08632063676767188	0.02494502305416759
-1106	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_district	3.024497531033202e+20	0.06774730060217518	0.019577681984984982
-1107	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_in_sites	1.91960234248389e+20	0.04299817592791022	0.012425655439680126
-1108	GBM_grid_1_AutoML_20190416_020809_model_10	bathroom_count	1.6582538821392086e+20	0.03714409520104041	0.01073393739680054
-1109	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_stairway	7.571551968995731e+19	0.0169599148951302	0.0049010929934912885
-1110	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_corridor	7.3433333772926845e+19	0.016448716146363833	0.004753366273083054
-1111	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_of_area_type	6.5887719723035e+19	0.01475853462688549	0.004264935944625314
-1112	GBM_grid_1_AutoML_20190416_020809_model_10	floor	4.1677247735593435e+19	0.009335504498329105	0.0026977833303046144
-1113	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_central	4.3541168984057446e+17	9.753013958405721e-05	2.8184356273326724e-05
-1114	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_mixed	0.0	0.0	0.0
-1115	GBM_grid_1_AutoML_20190416_020809_model_13	exclusive_use_area	4.8956573263377465e+20	1.0	0.219737746189344
-1116	GBM_grid_1_AutoML_20190416_020809_model_13	city	4.525570860365088e+20	0.924405153117711	0.20312670491190124
-1117	GBM_grid_1_AutoML_20190416_020809_model_13	supply_area	3.751294772085229e+20	0.7662494578417376	0.16837392888495017
-1118	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_cogeneration	1.904124033514571e+20	0.3889414447516026	0.0854651164693444
-1119	GBM_grid_1_AutoML_20190416_020809_model_13	apartment_building_count_in_sites	1.4466692301067387e+20	0.2955005086495579	0.0649326157684586
-1120	GBM_grid_1_AutoML_20190416_020809_model_13	room_count	1.3022546230244069e+20	0.2660019965079079	0.058450679194513425
-1121	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_in_sites	1.0731561581363488e+20	0.21920573410294952	0.04816777396356275
-1122	GBM_grid_1_AutoML_20190416_020809_model_13	total_parking_capacity_in_site	7.956420621135931e+19	0.16251996597743543	0.03571177103465053
-1123	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_gas	6.449809975324705e+19	0.13174553579610035	0.02894946710634263
-1124	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_corridor	5.364028169147069e+19	0.10956706753737792	0.02407602047723906
-1125	GBM_grid_1_AutoML_20190416_020809_model_13	bathroom_count	4.259775447232099e+19	0.0870113074359858	0.019119668588971628
-1126	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_individual	3.9607658988863226e+19	0.0809036587911928	0.017777587641248413
-1127	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_of_area_type	2.3513841211291992e+19	0.0480299981062641	0.010554003533348932
-1128	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_district	2.261638463632913e+19	0.04619682941176682	0.01015118717603524
-1129	GBM_grid_1_AutoML_20190416_020809_model_13	floor	6.950336805346476e+18	0.01419694300897027	0.003119604259569691
-1130	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_stairway	4.573295195554054e+18	0.009341534528878394	0.0020526877433256737
-1131	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_central	5.200871762396447e+17	0.0010623439133324757	0.000233437057193646
-1132	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_mixed	0.0	0.0	0.0
-1133	GBM_grid_1_AutoML_20190416_015849_model_10	supply_area	2.780485818191572e+21	1.0	0.19815624551150918
-1134	GBM_grid_1_AutoML_20190416_015849_model_10	city	2.7194651394654454e+21	0.9780539507423871	0.19380749878680995
-1135	GBM_grid_1_AutoML_20190416_015849_model_10	exclusive_use_area	2.1080283065559558e+21	0.7581510730117723	0.15023237015853488
-1136	GBM_grid_1_AutoML_20190416_015849_model_10	room_count	9.633253786878508e+20	0.3464593749715284	0.0686530889666222
-1137	GBM_grid_1_AutoML_20190416_015849_model_10	total_parking_capacity_in_site	7.816191371035426e+20	0.2811088378835565	0.05570347189510906
-1138	GBM_grid_1_AutoML_20190416_015849_model_10	bathroom_count	7.333752408890105e+20	0.2637579505318239	0.05226528520119659
-1139	GBM_grid_1_AutoML_20190416_015849_model_10	apartment_building_count_in_sites	7.076966306074182e+20	0.25452265427043397	0.05043525356785309
-1140	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_cogeneration	6.104074085509146e+20	0.21953264589852273	0.04350176487845887
-1141	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_gas	5.972630900884803e+20	0.21480529991587596	0.04256501174730368
-1142	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_in_sites	4.695897350115961e+20	0.16888765694802835	0.033466144014057043
-1143	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_individual	4.458504521351682e+20	0.16034983858509638	0.031774321982399226
-1144	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_district	4.290968855994895e+20	0.15432442877143468	0.03058034939605582
-1145	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_corridor	2.1844847211611737e+20	0.07856485751047501	0.015568117193422422
-1146	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_of_area_type	1.9657019623258404e+20	0.07069634915830403	0.01400892312058027
-1147	GBM_grid_1_AutoML_20190416_015849_model_10	floor	1.4193584168039455e+20	0.05104713742892227	0.010115309097025271
-1148	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_stairway	1.1938677574298763e+20	0.04293737984991299	0.008508309983160286
-1149	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_central	9.240414467085304e+18	0.0033233093319984166	0.0006585344999021678
-1150	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_mixed	0.0	0.0	0.0
-1151	GBM_grid_1_AutoML_20190416_015849_model_12	supply_area	3.3029771214104476e+21	1.0	0.3337044246384953
-1152	GBM_grid_1_AutoML_20190416_015849_model_12	city	1.9971874013769735e+21	0.6046628020614713	0.20177865246222362
-1153	GBM_grid_1_AutoML_20190416_015849_model_12	exclusive_use_area	1.6638645932187263e+21	0.5037469325576853	0.16810258029256928
-1154	GBM_grid_1_AutoML_20190416_015849_model_12	apartment_building_count_in_sites	5.121714805946167e+20	0.155063587111953	0.05174540511957547
-1155	GBM_grid_1_AutoML_20190416_015849_model_12	total_parking_capacity_in_site	4.6628289661645514e+20	0.1411704893727334	0.04710921693206281
-1156	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_district	4.481366974491284e+20	0.1356765974987328	0.04527588090522334
-1157	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_cogeneration	3.0826822790002246e+20	0.09333041573366539	0.03114477268367438
-1158	GBM_grid_1_AutoML_20190416_015849_model_12	floor	2.8676723403839767e+20	0.0868208357180329	0.02897249702991949
-1159	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_in_sites	2.7898446852453407e+20	0.08446454767007325	0.028186193282592552
-1160	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_of_area_type	2.6672545923259905e+20	0.08075304473156662	0.026947648329954114
-1161	GBM_grid_1_AutoML_20190416_015849_model_12	bathroom_count	1.4026016836747788e+20	0.042464771390115945	0.014170682104143876
-1162	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_individual	1.1090518702678868e+20	0.03357734036602397	0.011204907047734951
-1163	GBM_grid_1_AutoML_20190416_015849_model_12	room_count	4.126709031601439e+19	0.012493907405084412	0.0041692721821003295
-1164	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_stairway	3.555022138883493e+19	0.010763084357561086	0.003591688872875511
-1165	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_corridor	2.5001632176277553e+19	0.007569423358767099	0.002525950066782561
-1166	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_central	1.2702462122626384e+19	0.003845761461769417	0.001283347615896662
-1167	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_mixed	8.599349160312832e+17	0.00026035146003798874	8.688043417576923e-05
-1168	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_gas	0.0	0.0	0.0
-1169	GBM_grid_1_AutoML_20190416_020809_model_6	supply_area	2.863895072860259e+22	1.0	0.3147257805033109
-1170	GBM_grid_1_AutoML_20190416_020809_model_6	city	2.2950782802043716e+22	0.8013835080599538	0.2522160500566503
-1171	GBM_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	1.7706559460552701e+22	0.6182684424561903	0.19458501811259088
-1172	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_district	7.191432890428175e+21	0.2511067168129827	0.07902975743858984
-1173	GBM_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	4.3974936942497403e+21	0.1535493997640713	0.04832595468656225
-1174	GBM_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	3.467063522033878e+21	0.12106112248627936	0.038101056263101195
-1175	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	2.041514221446856e+21	0.07128453276075976	0.022435080210943953
-1176	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	1.1754871423835077e+21	0.041045049224150275	0.012917935152867512
-1177	GBM_grid_1_AutoML_20190416_020809_model_6	floor	1.02696131179134e+21	0.0358589014494055	0.011285720746655452
-1178	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	9.333736264160699e+20	0.03259105528205966	0.01025724531107278
-1179	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	5.617773638527075e+20	0.019615850076924898	0.00617361372569612
-1180	GBM_grid_1_AutoML_20190416_020809_model_6	bathroom_count	4.7476359692725885e+20	0.016577548578031457	0.005217381915052503
-1181	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	3.325317227362019e+20	0.011611169902397727	0.0036543345100886774
-1182	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_central	5.331170363662611e+19	0.0018615103654402426	0.0005858653026781839
-1183	GBM_grid_1_AutoML_20190416_020809_model_6	room_count	2.7328288940605047e+19	0.0009542349927405495	0.00030032235287384066
-1184	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	1.7187760378952548e+19	0.0006001532857063303	0.00018888371126555138
-1185	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	0.0	0.0	0.0
-1186	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	0.0	0.0	0.0
-1187	GBM_grid_1_AutoML_20190416_020809_model_8	supply_area	1.4834911215753942e+22	1.0	0.4045771451299066
-1188	GBM_grid_1_AutoML_20190416_020809_model_8	city	1.0623079542042458e+22	0.716086492702516	0.2897122288836716
-1189	GBM_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	6.187742100123923e+21	0.4171067834604124	0.1687518716667318
-1190	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_district	2.6053951533536384e+21	0.17562593502998775	0.0710542394052029
-1191	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	9.852116062394762e+20	0.06641169548714455	0.026868654163425643
-1192	GBM_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	6.556736513555688e+20	0.044198016544869906	0.017881507354127843
-1193	GBM_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.7182045537822468e+20	0.018323025424618975	0.00741307731643504
-1194	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	1.2765249074423556e+20	0.008604870557545025	0.0034813339643839534
-1195	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.2456443757083597e+20	0.008396709340501796	0.003397116693465837
-1196	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	9.837129982790966e+19	0.006631067648281184	0.0026827784183048853
-1197	GBM_grid_1_AutoML_20190416_020809_model_8	bathroom_count	6.110387657197696e+19	0.004118924318676586	0.001666422641856319
-1198	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	5.86184261393428e+19	0.003951383684527409	0.0015986395303989908
-1199	GBM_grid_1_AutoML_20190416_020809_model_8	floor	3.323936900464509e+19	0.002240617993678757	0.0009065028312092506
-1200	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_central	3.110154181751603e+17	2.0965101418664194e-05	8.482000879322114e-06
-1201	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	0.0	0.0	0.0
-1202	GBM_grid_1_AutoML_20190416_020809_model_8	room_count	0.0	0.0	0.0
-1203	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	0.0	0.0	0.0
-1204	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	0.0	0.0	0.0
-1205	XGBoost_grid_1_AutoML_20190416_020809_model_3	supply_area	5.3662736357737785e+20	1.0	0.291060801385347
-1206	XGBoost_grid_1_AutoML_20190416_020809_model_3	city	5.128557110786282e+20	0.9557017511364346	0.27816731757115015
-1207	XGBoost_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	4.08678092654573e+20	0.7615677477386866	0.22166251896605593
-1208	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	8.646950866969952e+19	0.16113510890174954	0.04690011392825839
-1209	XGBoost_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	8.639504974226653e+19	0.16099635539701468	0.046859728221975226
-1210	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	5.575758924284638e+19	0.10390373847346034	0.030242305387018876
-1211	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	3.4796094950645694e+19	0.06484219276236804	0.01887302058899799
-1212	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	3.39466694416306e+19	0.06325929638646861	0.018412301501318742
-1213	XGBoost_grid_1_AutoML_20190416_020809_model_3	floor	2.367616870997033e+19	0.04412031572921531	0.012841694453519941
-1214	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	1.872829601623415e+19	0.03490000191451971	0.010158022525590253
-1215	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_district	1.6272789683270844e+19	0.030324189163202116	0.008826182799202465
-1216	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	9.603395141251367e+18	0.017895835719653207	0.005208776286022781
-1217	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	6.304931726179172e+18	0.011749180444597372	0.003419725875825559
-1218	XGBoost_grid_1_AutoML_20190416_020809_model_3	bathroom_count	5.766836782859551e+18	0.010746445623673481	0.003127869075270459
-1219	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	4.674793038059405e+18	0.008711432467579215	0.0025355565152279376
-1220	XGBoost_grid_1_AutoML_20190416_020809_model_3	room_count	2.311766902986244e+18	0.0043079556874905875	0.001253877034733574
-1221	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	7.435439823692759e+17	0.0013855871556987089	0.0004032901079269098
-1222	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_central	8.64651992713134e+16	0.00016112707837874865	4.6897776557798204e-05
-1223	GBM_grid_1_AutoML_20190416_020809_model_12	supply_area	1.295473802874517e+21	1.0	0.35971452031320317
-1224	GBM_grid_1_AutoML_20190416_020809_model_12	exclusive_use_area	5.5630264037131315e+20	0.42942021609154696	0.15446868704416286
-1225	GBM_grid_1_AutoML_20190416_020809_model_12	city	5.0762858002362296e+20	0.39184781575455235	0.1409533490799252
-1226	GBM_grid_1_AutoML_20190416_020809_model_12	apartment_building_count_in_sites	2.087310763107633e+20	0.16112334795779854	0.057958407821896825
-1227	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_gas	1.971062301413574e+20	0.15214991588714483	0.05473053400903851
-1228	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_cogeneration	1.880856432330366e+20	0.14518675932751	0.05222578548732373
-1229	GBM_grid_1_AutoML_20190416_020809_model_12	room_count	1.657565675821151e+20	0.12795053610062906	0.04602566571725497
-1230	GBM_grid_1_AutoML_20190416_020809_model_12	bathroom_count	1.471723229822824e+20	0.11360501667862588	0.040865374079725354
-1231	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_individual	1.3394676380469507e+20	0.10339596486434663	0.03719302990349926
-1232	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_district	6.366503497725326e+19	0.049144208733505376	0.017677885470744815
-1233	GBM_grid_1_AutoML_20190416_020809_model_12	total_parking_capacity_in_site	6.343840364053607e+19	0.04896926784607537	0.01761495669333977
-1234	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_in_sites	2.8739571488483443e+19	0.022184602594597765	0.007980123680654778
-1235	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_corridor	2.3950466074774864e+19	0.018487804247088097	0.006650331636385696
-1236	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_of_area_type	1.202526081645124e+19	0.009282519484198353	0.0033390570435563724
-1237	GBM_grid_1_AutoML_20190416_020809_model_12	floor	5.712883197528769e+18	0.004409879369889608	0.0015862976421789309
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-1239	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_central	0.0	0.0	0.0
-1240	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_mixed	0.0	0.0	0.0
-1241	GBM_grid_1_AutoML_20190416_015849_model_14	supply_area	9.754002505684589e+19	1.0	0.39374702786906185
-1242	GBM_grid_1_AutoML_20190416_015849_model_14	city	5.797444657700091e+19	0.5943657133901048	0.23402973311462844
-1243	GBM_grid_1_AutoML_20190416_015849_model_14	exclusive_use_area	5.290487553825597e+19	0.5423914491248413	0.2135650210344997
-1244	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_individual	1.7658876922198753e+19	0.18104236606364657	0.07128489355594354
-1245	GBM_grid_1_AutoML_20190416_015849_model_14	apartment_building_count_in_sites	1.5402566911816368e+19	0.15791022098712626	0.06217668018382772
-1246	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_of_area_type	6.241777427547161e+18	0.06399196046863306	0.025196644242038765
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-1252	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_cogeneration	0.0	0.0	0.0
-1253	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_gas	0.0	0.0	0.0
-1254	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_central	0.0	0.0	0.0
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-1256	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_corridor	0.0	0.0	0.0
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-1259	GBM_grid_1_AutoML_20190416_020809_model_14	supply_area	9.722319858227898e+19	1.0	0.31571231746720185
-1260	GBM_grid_1_AutoML_20190416_020809_model_14	city	8.526192824305268e+19	0.8769710263224512	0.2768705550718515
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-1263	GBM_grid_1_AutoML_20190416_020809_model_14	apartment_building_count_in_sites	1.6793802064185524e+19	0.17273451510621823	0.05453441407075754
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-1265	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_in_sites	4.624045078879404e+18	0.04756112889009841	0.015015634223249256
-1266	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_cogeneration	5.18346065217323e+17	0.005331505985977741	0.0016832221104232914
-1267	GBM_grid_1_AutoML_20190416_020809_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-1268	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_of_area_type	0.0	0.0	0.0
-1269	GBM_grid_1_AutoML_20190416_020809_model_14	room_count	0.0	0.0	0.0
-1270	GBM_grid_1_AutoML_20190416_020809_model_14	bathroom_count	0.0	0.0	0.0
-1271	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_gas	0.0	0.0	0.0
-1272	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_central	0.0	0.0	0.0
-1273	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_individual	0.0	0.0	0.0
-1274	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_corridor	0.0	0.0	0.0
-1275	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_mixed	0.0	0.0	0.0
-1276	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_stairway	0.0	0.0	0.0
-1277	GLM_grid_1_AutoML_20190416_020809_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-1278	GLM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-1279	GLM_grid_1_AutoML_20190416_020809_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-1280	GLM_grid_1_AutoML_20190416_020809_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-1281	GLM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-1282	GLM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-1283	GLM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-1284	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-1285	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-1286	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-1287	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-1288	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-1289	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-1290	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-1291	GLM_grid_1_AutoML_20190416_020809_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-1292	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-1293	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-1294	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-1295	GLM_grid_1_AutoML_20190416_015849_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-1296	GLM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-1297	GLM_grid_1_AutoML_20190416_015849_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-1298	GLM_grid_1_AutoML_20190416_015849_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-1299	GLM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-1300	GLM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-1301	GLM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-1302	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-1303	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-1304	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-1305	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-1306	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-1307	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-1308	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-1309	GLM_grid_1_AutoML_20190416_015849_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-1310	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-1311	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-1312	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-1313	XGBoost_grid_1_AutoML_20190416_015849_model_2	supply_area	4.933924201265281e+20	1.0	0.2917664813628233
-1314	XGBoost_grid_1_AutoML_20190416_015849_model_2	city	4.318859155905991e+20	0.8753395836114467	0.2553947503079107
-1315	XGBoost_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	4.080034675041417e+20	0.8269350133095097	0.24127191914903512
-1316	XGBoost_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	8.116474329768028e+19	0.16450342564416773	0.04799658567232965
-1317	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	6.831497080618772e+19	0.13845970878245084	0.04039790204197689
-1318	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	6.3661424181067645e+19	0.1290279736456875	0.037646037867977336
-1319	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	3.721253123742761e+19	0.07542177325684216	0.022005545401293524
-1320	XGBoost_grid_1_AutoML_20190416_015849_model_2	bathroom_count	2.4492344987361477e+19	0.04964069975189431	0.014483492298998578
-1321	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.866385803777671e+19	0.037827614037910136	0.011036829846191983
-1322	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	1.7386246417021927e+19	0.035238170891566	0.010281317130694075
-1323	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	1.1003572621689225e+19	0.022301867991541928	0.006506937551710364
-1324	XGBoost_grid_1_AutoML_20190416_015849_model_2	floor	1.058001105585596e+19	0.021443400069143272	0.006256465386629255
-1325	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_district	1.0114161173306802e+19	0.02049922285128149	0.005980986121990783
-1326	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	5.191425514404839e+18	0.010521899613037271	0.003069937627348737
-1327	XGBoost_grid_1_AutoML_20190416_015849_model_2	room_count	3.9228153204687503e+18	0.007950700417048895	0.0023197478850522876
-1328	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_central	3.12812047662737e+18	0.006340025401738394	0.0018498069032161315
-1329	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.1244616612207657e+18	0.004305825494189712	0.0012562955538020718
-1330	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	8.099496743235748e+17	0.0016415932658954654	0.00047896189101922555
-1331	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	1.3056054067002868e+20	1.0	0.19320784828412976
-1332	GBM_grid_1_AutoML_20190416_015849_model_4	supply_area	1.0296593022196698e+20	0.7886450967003671	0.15237242219330738
-1333	GBM_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.673413912827265e+19	0.6643212312323339	0.12835207565586304
-1334	GBM_grid_1_AutoML_20190416_015849_model_4	floor	8.23772231481405e+19	0.6309503830589674	0.12190456588487054
-1335	GBM_grid_1_AutoML_20190416_015849_model_4	city	5.286245637965637e+19	0.40488846100337433	0.07822762834553473
-1336	GBM_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	4.382566706798867e+19	0.3356731432259551	0.0648546857294573
-1337	GBM_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	3.908273014753041e+19	0.2993456518099591	0.057835929279412515
-1338	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	2.9949073861455643e+19	0.2293884025583751	0.044319639679637424
-1339	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	1.8354990927883272e+19	0.14058605175565747	0.027162328558471883
-1340	GBM_grid_1_AutoML_20190416_015849_model_4	room_count	1.7989867305554674e+19	0.13778946696476424	0.02662200642847928
-1341	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	1.7588279479602512e+19	0.13471359255515136	0.026027723352205757
-1342	GBM_grid_1_AutoML_20190416_015849_model_4	bathroom_count	9.255008284920775e+18	0.07088671843287904	0.013695870340339518
-1343	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	8.828955775494783e+18	0.06762346211332401	0.013065383608438704
-1344	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_central	8.757136775480082e+18	0.06707338013873866	0.012959103453749182
-1345	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.315631729637327e+18	0.06369176848504161	0.012305749542405839
-1346	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	6.827814926128513e+18	0.05229616001196522	0.010104028549434351
-1347	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	5.869667508335673e+18	0.04495743873465061	0.008686130002287434
-1348	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_district	5.606631891378635e+18	0.04294277476644738	0.008296881111975322
diff --git a/DS/result/300/leaderboard.csv b/DS/result/300/leaderboard.csv
deleted file mode 100644
index f10d5a0..0000000
--- a/DS/result/300/leaderboard.csv
+++ /dev/null
@@ -1,78 +0,0 @@
-	model_id	mean_residual_deviance	rmse	mse	mae	rmsle	system_date	runtime
-0	GBM_1_AutoML_20190416_015849	25146739460939084	158577235.00218776	25146739460939084	96028946.2887346	0.3325625379269681	2019-04-16	300
-1	XGBoost_1_AutoML_20190416_015849	25430683883193010	159470009.35346118	25430683883193010	94624321.24165732	0.3254745865205184	2019-04-16	300
-2	XGBoost_grid_1_AutoML_20190416_020809_model_4	25650591781436650	160158021.2834707	25650591781436650	94959937.13863382	0.3256110044640297	2019-04-16	300
-3	GBM_1_AutoML_20190416_020809	25964562050560844	161135229.07967967	25964562050560844	97608203.53054428	0.334991125349722	2019-04-16	300
-4	XGBoost_1_AutoML_20190416_020809	26088676862485030	161519896.18150768	26088676862485030	95505214.75117579	0.3253468369950239	2019-04-16	300
-5	XGBoost_grid_1_AutoML_20190416_020809_model_7	26209289749989464	161892834.15268713	26209289749989464	94906747.54580069	0.3272081282103748	2019-04-16	300
-6	XGBoost_2_AutoML_20190416_015849	26397458426429430	162472946.7524653	26397458426429430	94996162.43673012	0.3265386957777082	2019-04-16	300
-7	XGBoost_grid_1_AutoML_20190416_015849_model_3	26628202489753070	163181501.67758927	26628202489753070	95208478.14199328	0.32646039058643644	2019-04-16	300
-8	GBM_2_AutoML_20190416_020809	26790696006005864	163678636.37630248	26790696006005864	99095111.83379896	0.3348152369491441	2019-04-16	300
-9	GBM_grid_1_AutoML_20190416_015849_model_7	26802014565231010	163713208.27969566	26802014565231010	97371084.02584428	0.3566645052432887	2019-04-16	300
-10	GBM_4_AutoML_20190416_015849	26926564934872772	164093159.3177265	26926564934872772	97925160.3329406	0.33285590174880264	2019-04-16	300
-11	XGBoost_2_AutoML_20190416_020809	26952706603932320	164172794.9568147	26952706603932320	95513126.26830909	0.32517140178330245	2019-04-16	300
-12	GBM_4_AutoML_20190416_020809	26988357514766430	164281336.47729567	26988357514766430	97566053.13398948	0.33274044796307234	2019-04-16	300
-13	XRT_1_AutoML_20190416_020809	27150302443024316	164773488.28930068	27150302443024316	97653895.54037158	0.3372920493951284	2019-04-16	300
-14	GBM_3_AutoML_20190416_020809	27200167268118450	164924732.1298975	27200167268118450	99454011.3965044	0.3355094937763093	2019-04-16	300
-15	DRF_1_AutoML_20190416_020809	27225306112403404	165000927.6107362	27225306112403404	98470437.44886236	0.3374464430076179	2019-04-16	300
-16	XGBoost_grid_1_AutoML_20190416_015849_model_4	27252377961065530	165082942.67145085	27252377961065530	96535857.85979845	0.3277680598860774	2019-04-16	300
-17	XRT_1_AutoML_20190416_015849	27417804068506330	165583223.99478254	27417804068506330	98496229.87690364	0.3367189463546034	2019-04-16	300
-18	XGBoost_grid_1_AutoML_20190416_020809_model_2	27482846588458908	165779511.96833372	27482846588458908	96750344.31086226	0.3266704325440277	2019-04-16	300
-19	GBM_3_AutoML_20190416_015849	27591064593120148	166105582.66692948	27591064593120148	100130390.09782983	0.33506538389333784	2019-04-16	300
-20	XGBoost_grid_1_AutoML_20190416_015849_model_1	27627708837558150	166215850.13938397	27627708837558150	98098056.7525196	0.3345603557609977	2019-04-16	300
-21	GBM_2_AutoML_20190416_015849	27654699672556740	166297022.4404416	27654699672556740	100149145.66231434	0.334040042814968	2019-04-16	300
-22	DRF_1_AutoML_20190416_015849	27815046156391240	166778434.32647768	27815046156391240	98831417.71212693	0.33805682218344474	2019-04-16	300
-23	GBM_grid_1_AutoML_20190416_015849_model_8	28130022164919252	167720070.84698972	28130022164919252	101269518.36952232	0.3655934411225064	2019-04-16	300
-24	XGBoost_grid_1_AutoML_20190416_020809_model_1	28391573749881816	168497993.31114247	28391573749881816	103181590.63157897	0.3434223244899615	2019-04-16	300
-25	GBM_grid_1_AutoML_20190416_020809_model_9	28431104171210812	168615254.85913432	28431104171210812	101660845.05689228	0.3656319179543465	2019-04-16	300
-26	XGBoost_3_AutoML_20190416_015849	28664642725816670	169306357.60601747	28664642725816670	103296865.01052631	0.3474103924403393	2019-04-16	300
-27	XGBoost_3_AutoML_20190416_020809	29085379692815670	170544362.82919368	29085379692815670	104097740.65845464	0.3480326028133832	2019-04-16	300
-28	GBM_grid_1_AutoML_20190416_015849_model_11	29290313638464400	171144131.18323514	29290313638464400	105498600.38741018	0.3511664443999445	2019-04-16	300
-29	GBM_grid_1_AutoML_20190416_015849_model_6	29408322597900150	171488549.46584672	29408322597900150	102961153.8471249	0.3504176717388723	2019-04-16	300
-30	GBM_grid_1_AutoML_20190416_020809_model_1	29441191664619380	171584357.28416324	29441191664619380	103396260.90152606	0.3426773232635252	2019-04-16	300
-31	GBM_grid_1_AutoML_20190416_020809_model_4	29931520400766628	173007284.24192616	29931520400766628	107391733.57712854		2019-04-16	300
-32	GBM_grid_1_AutoML_20190416_015849_model_9	30057834252932668	173371953.47844663	30057834252932668	102872059.59500144	0.3418653558395161	2019-04-16	300
-33	XGBoost_grid_1_AutoML_20190416_020809_model_6	30568125576670464	174837426.13259462	30568125576670464	100303077.5131019	0.33426659012493537	2019-04-16	300
-34	XGBoost_grid_1_AutoML_20190416_020809_model_8	30837961061819440	175607406.05629206	30837961061819440	102545160.8488242	0.3474454962700268	2019-04-16	300
-35	GBM_grid_1_AutoML_20190416_020809_model_2	31046607464839012	176200475.21172866	31046607464839012	104285464.23909764	0.3461128962964271	2019-04-16	300
-36	XGBoost_grid_1_AutoML_20190416_015849_model_6	31255604065618384	176792545.27727798	31255604065618384	98474533.51041432	0.3276404595806521	2019-04-16	300
-37	GBM_grid_1_AutoML_20190416_020809_model_7	32012409254671496	178920119.75926992	32012409254671496	112712050.01559491		2019-04-16	300
-38	GBM_grid_1_AutoML_20190416_015849_model_3	32558287322821108	180439151.30265132	32558287322821108	112373045.5310324		2019-04-16	300
-39	GBM_grid_1_AutoML_20190416_020809_model_5	32985173396975956	181618207.77933016	32985173396975956	112538285.44875485	0.3896586371006099	2019-04-16	300
-40	GBM_grid_1_AutoML_20190416_015849_model_13	33738829909624892	183681327.0575561	33738829909624892	113382174.31065664		2019-04-16	300
-41	XGBoost_grid_1_AutoML_20190416_015849_model_5	33966688651325416	184300538.93389845	33966688651325416	104352528.27278836	2.172881641884881	2019-04-16	300
-42	GBM_grid_1_AutoML_20190416_015849_model_1	34734715309091520	186372517.57995737	34734715309091520	115267205.42110462	0.41537297463641937	2019-04-16	300
-43	GBM_5_AutoML_20190416_020809	34737944337337696	186381180.21232104	34737944337337696	111294493.87105602	0.36222999707383213	2019-04-16	300
-44	GBM_5_AutoML_20190416_015849	34827163429201804	186620372.49239916	34827163429201804	111692434.31671734	0.3621448348433773	2019-04-16	300
-45	DeepLearning_grid_1_AutoML_20190416_015849_model_3	35628622684222636	188755457.3627545	35628622684222636	119267856.53622822	0.4183762499070847	2019-04-16	300
-46	GBM_grid_1_AutoML_20190416_015849_model_5	36129171968493640	190076752.83551547	36129171968493640	120382051.66094068	0.4149424823328258	2019-04-16	300
-47	DeepLearning_1_AutoML_20190416_020809	36166709522931960	190175470.350232	36166709522931960	118219966.64228489	0.3982522032421204	2019-04-16	300
-48	DeepLearning_grid_1_AutoML_20190416_020809_model_1	36853149944821960	191971742.5685925	36853149944821960	121679042.76206385		2019-04-16	300
-49	DeepLearning_1_AutoML_20190416_015849	37130153721913030	192691862.1060916	37130153721913030	119390220.25326052		2019-04-16	300
-50	GBM_grid_1_AutoML_20190416_020809_model_11	37280230266290820	193080890.47415027	37280230266290820	117701054.40458056	0.3814093544496499	2019-04-16	300
-51	XGBoost_grid_1_AutoML_20190416_020809_model_5	38086467526589280	195157545.4000928	38086467526589280	115218830.11791714	3.0677499957995487	2019-04-16	300
-52	DeepLearning_grid_1_AutoML_20190416_015849_model_1	38181519300856110	195400919.39613825	38181519300856110	124307340.17945512		2019-04-16	300
-53	DeepLearning_grid_1_AutoML_20190416_020809_model_3	38689752618325064	196697108.82045284	38689752618325064	125689464.10320136		2019-04-16	300
-54	DeepLearning_grid_1_AutoML_20190416_015849_model_4	39126230843777730	197803515.751813	39126230843777730	125113580.41558827		2019-04-16	300
-55	DeepLearning_grid_1_AutoML_20190416_015849_model_2	39184171037704500	197949920.52967465	39184171037704500	123575929.25352515		2019-04-16	300
-56	DeepLearning_grid_1_AutoML_20190416_020809_model_2	39583937874646320	198957125.71970457	39583937874646320	122474280.91900894		2019-04-16	300
-57	GBM_grid_1_AutoML_20190416_015849_model_2	40517783090088110	201290295.5685845	40517783090088110	125542813.86608344		2019-04-16	300
-58	DeepLearning_grid_1_AutoML_20190416_020809_model_4	41147554028435064	202848598.78351405	41147554028435064	128741191.89599232	0.4473386933276268	2019-04-16	300
-59	GBM_grid_1_AutoML_20190416_020809_model_3	52084985892576930	228221352.8410015	52084985892576930	143565390.35372362	0.5082964036929806	2019-04-16	300
-60	DeepLearning_grid_1_AutoML_20190416_015849_model_5	52579041440034500	229301202.43913788	52579041440034500	169670497.97604132	0.6270976247746434	2019-04-16	300
-61	GBM_grid_1_AutoML_20190416_020809_model_10	53534958462981370	231376227.0912493	53534958462981370	146194269.00201336	0.518590545855089	2019-04-16	300
-62	GBM_grid_1_AutoML_20190416_020809_model_13	56822514259445430	238374734.94362912	56822514259445430	152776734.66150075	0.5517142785052354	2019-04-16	300
-63	GBM_grid_1_AutoML_20190416_015849_model_10	58246382415426400	241342873.13990942	58246382415426400	153255150.72056198	0.5427086649682205	2019-04-16	300
-64	GBM_grid_1_AutoML_20190416_015849_model_12	59601545243725860	244134277.07662407	59601545243725860	160670829.04590026	0.5960430592393098	2019-04-16	300
-65	GBM_grid_1_AutoML_20190416_020809_model_6	65073732625540140	255095536.27129608	65073732625540140	168402402.76986253	0.6159169770584755	2019-04-16	300
-66	GBM_grid_1_AutoML_20190416_020809_model_8	82719326417047070	287609677.19645154	82719326417047070	194366777.62034872	0.6883429221969091	2019-04-16	300
-67	XGBoost_grid_1_AutoML_20190416_020809_model_3	95071398064270450	308336501.3492085	95071398064270450	186248631.22631583	9.622077081204404	2019-04-16	300
-68	GBM_grid_1_AutoML_20190416_020809_model_12	98445968437345340	313761005.2848272	98445968437345340	214502791.5438589	0.7481156565199785	2019-04-16	300
-69	GBM_grid_1_AutoML_20190416_015849_model_14	98927233506913980	314526999.6469524	98927233506913980	215301736.37901503	0.7503232186892468	2019-04-16	300
-70	GBM_grid_1_AutoML_20190416_020809_model_14	99005285005609140	314651052.76418376	99005285005609140	215466408.32463992	0.7506776516778659	2019-04-16	300
-71	StackedEnsemble_AllModels_AutoML_20190416_015849	100484242766098110	316992496.3876876	100484242766098110	217180190.02486664	0.7558775693636208	2019-04-16	300
-72	GLM_grid_1_AutoML_20190416_020809_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	300
-73	GLM_grid_1_AutoML_20190416_015849_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	300
-74	StackedEnsemble_BestOfFamily_AutoML_20190416_015849	100495854999988340	317010812.1184329	100495854999988340	217194254.21912342	0.7559186219924334	2019-04-16	300
-75	XGBoost_grid_1_AutoML_20190416_015849_model_2	107801180437006900	328330900.8256867	107801180437006900	201224123.26674137	10.313649722496443	2019-04-16	300
-76	GBM_grid_1_AutoML_20190416_015849_model_4	121124756589055410	348029821.40767103	121124756589055410	224273882.54226708		2019-04-16	300
diff --git a/DS/result/300/leaderboard_300.csv b/DS/result/300/leaderboard_300.csv
deleted file mode 100644
index d25eb4e..0000000
--- a/DS/result/300/leaderboard_300.csv
+++ /dev/null
@@ -1,39 +0,0 @@
-,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
-0,GBM_1_AutoML_20190421_193027,25608395790612116,160026234.69485283,25608395790612116,96819212.36758102,0.3331421052832879,2019-04-21,300
-1,XGBoost_1_AutoML_20190421_193027,25963672277632090,161132468.10507214,25963672277632090,94764756.53930572,0.3259822280000789,2019-04-21,300
-2,XGBoost_2_AutoML_20190421_193027,26134884730871340,161662873.69359532,26134884730871340,94910189.58297873,0.3257761568094641,2019-04-21,300
-3,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,300
-4,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,300
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-11,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,300
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-14,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,300
-15,XGBoost_3_AutoML_20190421_193027,28277404641281270,168158867.26926202,28277404641281270,102986364.77849944,0.3448139231128953,2019-04-21,300
-16,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,300
-17,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,300
-18,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,300
-19,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,300
-20,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,300
-21,GBM_5_AutoML_20190421_193027,34108814013565956,184685716.86399025,34108814013565956,110479219.98152792,0.3600436406456561,2019-04-21,300
-22,GBM_grid_1_AutoML_20190421_193027_model_4,35977009196031210,189676063.84578732,35977009196031210,114548846.66121855,0.4050911555463272,2019-04-21,300
-23,DeepLearning_1_AutoML_20190421_193027,36441408972133860,190896330.4312942,36441408972133860,122463715.79679014,,2019-04-21,300
-24,DeepLearning_grid_1_AutoML_20190421_193027_model_3,39410689702069660,198521257.55714342,39410689702069660,129178541.22321574,,2019-04-21,300
-25,GBM_grid_1_AutoML_20190421_193027_model_9,40278059846717420,200693945.71515465,40278059846717420,125847625.89919583,0.4784418326882552,2019-04-21,300
-26,DeepLearning_grid_1_AutoML_20190421_193027_model_1,41791420522393280,204429500.12753364,41791420522393280,128681933.6642554,,2019-04-21,300
-27,GBM_grid_1_AutoML_20190421_193027_model_8,44372326136844424,210647397.65030196,44372326136844424,132428227.96973228,,2019-04-21,300
-28,GBM_grid_1_AutoML_20190421_193027_model_1,45002701035729390,212138400.66270268,45002701035729390,133776023.12646416,,2019-04-21,300
-29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,45581372041016904,213497943.88006857,45581372041016904,134154762.49592508,,2019-04-21,300
-30,GBM_grid_1_AutoML_20190421_193027_model_11,54498044479214300,233448162.29564607,54498044479214300,151759967.72054467,0.5564149378170294,2019-04-21,300
-31,GBM_grid_1_AutoML_20190421_193027_model_13,96323096007939970,310359623.6754065,96323096007939970,212090499.68269652,0.7410239970366638,2019-04-21,300
-32,GBM_grid_1_AutoML_20190421_193027_model_12,100127266915177340,316428928.69517684,100127266915177340,216762645.5591663,0.7546213983576677,2019-04-21,300
-33,StackedEnsemble_AllModels_AutoML_20190421_193027,100485013554010740,316993712.1679399,100485013554010740,217181129.4596548,0.7558803353981852,2019-04-21,300
-34,GLM_grid_1_AutoML_20190421_193027_model_1,100489433637289090,317000683.9697496,100489433637289090,217195869.40621948,0.7559078362971621,2019-04-21,300
-35,StackedEnsemble_BestOfFamily_AutoML_20190421_193027,100495867856092500,317010832.3955074,100495867856092500,217194228.89434442,0.7559185855965675,2019-04-21,300
-36,XGBoost_grid_1_AutoML_20190421_193027_model_5,119466802016488350,345639699.71125764,119466802016488350,220842496.36450168,11.752982174396875,2019-04-21,300
-37,XGBoost_grid_1_AutoML_20190421_193027_model_8,237561328126690430,487402634.5093863,237561328126690430,379123299.08992165,7.548951878529757,2019-04-21,300
diff --git a/DS/result/300/params.json b/DS/result/300/params.json
deleted file mode 100644
index 1e6156f..0000000
--- a/DS/result/300/params.json
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/DS/result/300/varimp_percentage_300.csv b/DS/result/300/varimp_percentage_300.csv
deleted file mode 100644
index dbd0094..0000000
--- a/DS/result/300/varimp_percentage_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
-,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
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-5,XGBoost_grid_1_AutoML_20190421_193027_model_1,0.2582513778054027,0.14951214669682564,0.12972278305242552,0.07286727756689457,0.06708759266727214,0.06555818908873963,0.04325658024131244,0.04166222513379948,0.038260111132533435,0.03499745832607969,0.024417912924414146,0.022029837461580323,0.018271589002008246,0.013994208368407028,0.007740330963560523,0.006335502387877231,0.0033402087862069167,0.0026946683946603533
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-8,GBM_2_AutoML_20190421_193027,0.22401020254332715,0.19585439257709636,0.1938203886446172,0.0543557532886129,0.05343499957802927,0.04043898683081317,0.04004820222523812,0.03934705257905093,0.03276941193986319,0.029742271780212652,0.02946363528874319,0.02166424795568631,0.015337227025441352,0.013992113479559148,0.006625720593925411,0.004444923960722646,0.003449476315249471,0.0012009933938115043
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-11,XRT_1_AutoML_20190421_193027,0.1866626894693955,0.18508439185764303,0.17999336395091706,0.06957172571173252,0.06645267568084846,0.04978653227348698,0.04929102384892303,0.0443309851237695,0.04391666623446806,0.03284222529396653,0.031213577298207493,0.0175179132491009,0.011513223382311975,0.009873472082637625,0.00791140478564056,0.006021034357783893,0.004312264016034309,0.003704831383132589
-12,XGBoost_grid_1_AutoML_20190421_193027_model_3,0.2565671422082718,0.21689133135993227,0.1704638875176183,0.061906295590493154,0.0593951970121184,0.051828458362666766,0.03486780913273631,0.0313928520557784,0.028617206399943886,0.026472250908266447,0.024440148301748784,0.01372198322881656,0.006045936407428473,0.005746985472662306,0.0052366621946660025,0.0028517270348065726,0.0018996478567850168,0.001654478955260525
-13,DRF_1_AutoML_20190421_193027,0.21378724156204665,0.19109458727398168,0.1546685099506116,0.06924074627355845,0.060370069316294704,0.05125115099461111,0.04890311151581969,0.04455189124021258,0.037277218595766576,0.02787013612076188,0.02418300563113512,0.022232684012643028,0.01936601812278635,0.012398563782879795,0.009990356096391264,0.005443935492002475,0.0040486725368743415,0.0033221014816227027
-14,GBM_grid_1_AutoML_20190421_193027_model_6,0.18880892663180004,0.16190659059875773,0.1226525655584193,0.08803676614270702,0.0788404531580235,0.0685919416881507,0.06144297533989751,0.04587173944399955,0.03575286087041092,0.03401046333251779,0.02716963095475563,0.025605870780634952,0.025361749867162504,0.01396149473070467,0.008972064046292545,0.0062203496221879895,0.004883600940087167,0.0019099562934904936
-15,XGBoost_3_AutoML_20190421_193027,0.28235736606134915,0.20601382151690542,0.17232282613703204,0.049963366207889714,0.04878793927711107,0.03123875252799891,0.03018988323816694,0.029008741204994987,0.0261734413382757,0.025973856756488615,0.021723064350639826,0.021316914963649524,0.018325581132310097,0.01401516722997971,0.010356042326372788,0.004566175763326317,0.0042382817250930125,0.0034287782424162034
-16,XGBoost_grid_1_AutoML_20190421_193027_model_7,0.2827931849294611,0.19352517323065527,0.16410792170320843,0.0643662756461495,0.055967894228948,0.04209629682589682,0.039841815129052154,0.030633822108451357,0.02595353541503101,0.025232472952462243,0.025101282895766058,0.017636688290636762,0.014909171484868798,0.007082559992006077,0.006739385139736714,0.0025692756213245645,0.0007440471351309649,0.0006991972712141651
-17,GBM_grid_1_AutoML_20190421_193027_model_5,0.17281247595049218,0.1580688038352081,0.09231293487353828,0.08874202032359209,0.08711125796646539,0.0689989412583628,0.06863273788528614,0.04898389334410173,0.04777796671714848,0.044567089372772484,0.02643554294746863,0.021076684070931762,0.020671079594124866,0.01846383587709499,0.012947899490334418,0.009244373166784258,0.007139912733683045,0.006012550592610385
-18,GBM_grid_1_AutoML_20190421_193027_model_3,0.26574943070379786,0.21270895470541745,0.20021694633389764,0.08263790140800997,0.07436442841628386,0.0360273055075318,0.029228972466161216,0.019031061860640193,0.018841007952872975,0.017629780125712775,0.013429709608367289,0.01155403063696606,0.009153691096054625,0.003741909189154118,0.0024112787900077474,0.0016587689895457764,0.0016148222095786445,0.0
-19,GBM_grid_1_AutoML_20190421_193027_model_7,0.28498923114027175,0.2046100777655172,0.17077906755342048,0.057184889516482366,0.03751950995702623,0.03451032045116641,0.034177715137009235,0.03123604440599499,0.025262123626386763,0.025105508244871365,0.023986454126052378,0.023344232445397097,0.019651538614778544,0.013620587738825215,0.008651716313790999,0.0037931677030514427,0.0014620306147203317,0.00011578464523721124
-20,GBM_grid_1_AutoML_20190421_193027_model_10,0.41481909854368526,0.19080515650225702,0.07140866623913569,0.061535599063594446,0.06093347235916535,0.04294474753923138,0.03748455876702549,0.03370125030472888,0.026908613336076637,0.01886744041551478,0.012366142806941764,0.008043924419102164,0.00538250750425284,0.0045637007974310825,0.0034619825062558915,0.0029912748854289293,0.0026221803087581462,0.001159683701414227
-21,GBM_5_AutoML_20190421_193027,0.26778692707339563,0.23973711156692618,0.2156277373396784,0.04624851902067018,0.045722021124204225,0.04061045723148845,0.03834924482830353,0.02155426796970392,0.019224852035968094,0.018302643801072792,0.013592220674239801,0.010149798693529855,0.009831902496396957,0.00572272186004044,0.005021383253705009,0.001897767671328658,0.0006204233593478997,0.0
-22,GBM_grid_1_AutoML_20190421_193027_model_4,0.28146434929865977,0.2218493486887828,0.18096672404317168,0.05439830704426461,0.03737736147904081,0.03004731389639006,0.029767194317051167,0.02910836367849721,0.02608795032509815,0.026018289193827763,0.02166177247594949,0.017987124346510324,0.015281837050032996,0.012845734125007897,0.007726645629313412,0.006321494870803408,0.0010901895375984734,0.0
-23,DeepLearning_1_AutoML_20190421_193027,0.09977849097403896,0.07544842849874071,0.06761383328388532,0.06209133113751121,0.061771558780602163,0.06011040537899354,0.057860823976251564,0.05565935591913141,0.05509940340611145,0.05232475612637147,0.050818320732964536,0.050792592879669106,0.04944879427316541,0.044908720255749136,0.04229537460270323,0.03860985069724103,0.037905727644308655,0.0374622314325611
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-25,GBM_grid_1_AutoML_20190421_193027_model_9,0.24489793582957248,0.19054026653883274,0.17027494845018668,0.05712246876506724,0.054330752062810204,0.04695975682846865,0.03465271202613038,0.0338212542244252,0.03023723507995248,0.03004309986702612,0.026865798751850117,0.02357557089627261,0.022298161195217183,0.016408351020479685,0.007735094517675533,0.004509270007865444,0.0034639943353486067,0.002263329602818631
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-27,GBM_grid_1_AutoML_20190421_193027_model_8,0.2574471561853894,0.1434489781460789,0.11141174769561958,0.08557691538312678,0.07699040218800429,0.07449347058121826,0.061126547565925296,0.05617862849611987,0.04220609444345951,0.03148000562508314,0.017455819422416145,0.013924578922604834,0.008839471856169888,0.0050301063726104845,0.004079264898798317,0.003744658060894649,0.003548110136424612,0.0030180440200560468
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-29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,0.06453185583839016,0.05942155407701627,0.05912581604754545,0.058874919329968335,0.05855246421760048,0.05748553870576227,0.056885708269617585,0.056257445256914465,0.055479172708797535,0.054658412844573394,0.054122967270307985,0.053800973725741406,0.053156928940633084,0.05237075204391935,0.051813193525574605,0.05143579261286351,0.05127994424476359,0.05074656034001054
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-31,GBM_grid_1_AutoML_20190421_193027_model_13,0.2977349176420999,0.2926446397513833,0.15443310380429195,0.13243824165212065,0.0820209721500216,0.0407281250000826,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-32,GBM_grid_1_AutoML_20190421_193027_model_12,0.2527491546972533,0.1534023437800351,0.08496988210550753,0.07882082798603907,0.0776833195366509,0.07652093190910444,0.07566212637353599,0.06679042968069805,0.060436075576051296,0.035225330926901936,0.015894142467550738,0.011502274615678673,0.004758041108086014,0.0040787132778592645,0.0008198607947866913,0.000533057972312002,0.00015348719194902333,0.0
-33,GLM_grid_1_AutoML_20190421_193027_model_1,0.11103906092369716,0.11072856440523593,0.08972934524723161,0.08342856081367714,0.0728183636039944,0.06488296992304078,0.06462516841571053,0.06069222835910995,0.060692228353179854,0.05955420391594201,0.05599954129949551,0.04628681840369009,0.04184871231971399,0.03834283296535323,0.01967752470233589,0.009363909991796543,0.007408529800758156,0.002881436556037339
-34,XGBoost_grid_1_AutoML_20190421_193027_model_5,0.26784059911099933,0.24939644212766232,0.22019236600431705,0.058080864005855576,0.03429644811044354,0.032818870366368116,0.02714014430841647,0.02702402743119911,0.018361046262571273,0.015271939916487648,0.013405265535805767,0.011953529716414021,0.010718046683518046,0.004331224178525692,0.0031040222540954375,0.003063617282343543,0.0026657591056913365,0.00033578759928575165
-35,XGBoost_grid_1_AutoML_20190421_193027_model_8,0.5730875748966805,0.23187494397466973,0.07120622410605808,0.06989342852130394,0.029695830812421962,0.013681145717304683,0.010099994165106022,0.0004608578064551092,,,,,,,,,,
diff --git a/DS/result/300/varimp_relative_importance_300.csv b/DS/result/300/varimp_relative_importance_300.csv
deleted file mode 100644
index 40bb8b1..0000000
--- a/DS/result/300/varimp_relative_importance_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
-,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
-0,GBM_1_AutoML_20190421_193027,4.616726179729113e+20,3.472102557435696e+20,3.287329364505149e+20,1.1901065480535802e+20,1.0660337856944066e+20,1.0094290799169634e+20,8.070194565940983e+19,7.691747941316297e+19,5.583690361362763e+19,5.1258774690079965e+19,4.6704804236017795e+19,4.446396875228473e+19,4.377449579683198e+19,2.0301193579256087e+19,1.7373620725000176e+19,1.2660116631305847e+19,9.608042776901976e+18,5.202507492101194e+18
-1,XGBoost_1_AutoML_20190421_193027,6.374396319955084e+20,6.206835673694114e+20,4.1474570799003625e+20,1.8224255696805822e+20,1.775357148153166e+20,1.2390095707026384e+20,1.0464272063869747e+20,9.778390553197963e+19,8.396694104004415e+19,6.241417337489064e+19,6.122478766666023e+19,5.175066100797486e+19,4.714971501912759e+19,2.9715832260832264e+19,1.9040003164662137e+19,9.100116783381086e+18,7.506242187768627e+18,6.178445557787263e+18
-2,XGBoost_2_AutoML_20190421_193027,6.604597814908126e+20,6.219848261867447e+20,4.752576558801302e+20,1.5605087058048057e+20,1.4884417879082743e+20,1.3982216691543704e+20,1.1510093219447492e+20,9.004756579708725e+19,8.375103214072103e+19,6.9019788545917714e+19,6.657822182137135e+19,5.114530069204697e+19,2.424024676232174e+19,1.2811221414799475e+19,1.0237527477454897e+19,7.058806925961462e+18,6.778566700808798e+18,3.35514571338521e+18
-3,XGBoost_grid_1_AutoML_20190421_193027_model_6,8.099533230529116e+20,6.416221390431962e+20,5.167648003708137e+20,2.8744516651980528e+20,2.4449903398724672e+20,1.98627408876432e+20,1.6346071693457464e+20,1.6111471096462154e+20,1.3037877820381777e+20,1.2584426910556724e+20,1.0739683893660195e+20,8.534443559560099e+19,8.43759945499489e+19,8.251717778421685e+19,3.1759661649146937e+19,2.4827517912949457e+19,1.6979953780814512e+19,1.1513089608535507e+19
-4,XGBoost_grid_1_AutoML_20190421_193027_model_4,7.431782402716567e+20,6.762151322059591e+20,5.980355277933186e+20,2.0896966153789768e+20,1.8947444076812698e+20,1.6784490080307564e+20,1.3129094184631376e+20,1.0272009701418231e+20,1.0026986613800908e+20,9.804604669622747e+19,9.09329013558655e+19,7.191445961422406e+19,6.186019103830547e+19,6.098336130147969e+19,4.0389904337421206e+19,2.373034824494062e+19,8.535264674843722e+18,4.552572150149546e+18
-5,XGBoost_grid_1_AutoML_20190421_193027_model_1,1.1616904352938024e+21,6.725494835842562e+20,5.8353112224341846e+20,3.2777838443574487e+20,3.017796667368884e+20,2.9489996090924283e+20,1.9458078387375125e+20,1.8740890702028e+20,1.7210520049745186e+20,1.574288313289676e+20,1.0983893342672965e+20,9.909666963898604e+19,8.219096587839524e+19,6.295005335203611e+19,3.4818278697247703e+19,2.8498947766791176e+19,1.5025238710419456e+19,1.212140871025374e+19
-6,GBM_4_AutoML_20190421_193027,5.455164840793887e+20,3.586166069623039e+20,3.193382517059596e+20,1.1730633261746802e+20,9.551972081931911e+19,7.527383267494016e+19,6.794690269171994e+19,6.4241174672161374e+19,5.60600824838336e+19,4.301760958445702e+19,3.7933727302364955e+19,3.5823929415406977e+19,2.538486695413888e+19,1.292515940673939e+19,1.2414804592032743e+19,1.0853182520753652e+19,3.710266528680116e+18,2.8448510969401836e+18
-7,GBM_grid_1_AutoML_20190421_193027_model_2,4.6689563245638215e+20,3.107650868653064e+20,3.049670893731599e+20,1.6629663010149263e+20,1.1737581295625044e+20,1.0309481057692837e+20,8.834644538705733e+19,8.743223225488717e+19,8.106712425731981e+19,7.016681666819968e+19,6.870420671851345e+19,5.242565559431306e+19,5.235969369273952e+19,3.0164351641104417e+19,2.0625065724333785e+19,1.6837718757622153e+19,6.142638312361296e+18,2.91179623678686e+18
-8,GBM_2_AutoML_20190421_193027,4.014600539049212e+20,3.510005977799553e+20,3.47355356094064e+20,9.741370436495396e+19,9.576357490617378e+19,7.247276083248313e+19,7.177241590605493e+19,7.051585003736741e+19,5.8727726391236755e+19,5.330263486472022e+19,5.280327626580296e+19,3.882559835825871e+19,2.74866230130513e+19,2.5075976754501255e+19,1.18742901733762e+19,7.965973837865026e+18,6.181981587182191e+18,2.1523612190197678e+18
-9,GBM_3_AutoML_20190421_193027,6.127273253089638e+20,3.435498847776801e+20,2.0359301449370095e+20,1.0158570008148024e+20,9.10774651446855e+19,7.844826348181783e+19,7.325783412494775e+19,5.8433483885504365e+19,4.255687463000028e+19,4.078524034025783e+19,3.884088596793131e+19,3.5389030785179714e+19,2.8955933386597204e+19,2.8440952926472503e+19,2.6101638584286052e+19,5.146808981817131e+18,3.208753711606137e+18,2.0659499129980846e+18
-10,XGBoost_grid_1_AutoML_20190421_193027_model_2,7.859656736939086e+20,6.633280115034942e+20,5.424939705950976e+20,2.4066886324165647e+20,2.0059792722745308e+20,1.2378577223213803e+20,1.1211467620562135e+20,1.0871095764193378e+20,8.857369245028608e+19,8.154182300944931e+19,7.15702069216139e+19,6.962106307663679e+19,4.7530792555175215e+19,3.2948051199842583e+19,2.219521450828628e+19,2.1533308508365128e+19,7.453302352158654e+18,5.096873011974242e+18
-11,XRT_1_AutoML_20190421_193027,7.602259833423701e+20,7.53798009667973e+20,7.330636480897918e+20,2.8334657419954933e+20,2.7064353813185325e+20,2.0276690302924122e+20,2.0074883299934208e+20,1.8054795446295776e+20,1.7886054716194947e+20,1.3375738392192693e+20,1.2712434693090312e+20,7.134566025894298e+19,4.6890203886693384e+19,4.0211946181442404e+19,3.2220983742812914e+19,2.4522023005218406e+19,1.7562669654768353e+19,1.5088762994714214e+19
-12,XGBoost_grid_1_AutoML_20190421_193027_model_3,6.989766061976663e+20,5.908861337536121e+20,4.644019049002141e+20,1.686539126627002e+20,1.618128216834221e+20,1.4119843881406379e+20,9.499183209268432e+19,8.552486105567252e+19,7.796305339852679e+19,7.211946135819964e+19,6.658331915727772e+19,3.7383373354151444e+19,1.6471197656014651e+19,1.5656753109437252e+19,1.4266458039509844e+19,7.769079342876852e+18,5.175290181267227e+18,4.5073662793293496e+18
-13,DRF_1_AutoML_20190421_193027,9.203029840287897e+20,8.226165304114031e+20,6.658109726418031e+20,2.9806486554737744e+20,2.598787211616007e+20,2.2062395702674194e+20,2.1051620820524833e+20,1.917852447738052e+20,1.604695175414426e+20,1.1997427559203393e+20,1.0410205998499444e+20,9.570639150543641e+19,8.336607992569712e+19,5.33728540753165e+19,4.300609549869095e+19,2.3434841300836286e+19,1.7428567719086653e+19,1.4300852962249933e+19
-14,GBM_grid_1_AutoML_20190421_193027_model_6,3.472918483024436e+20,2.978081603686173e+20,2.2560499099117185e+20,1.6193329297345426e+20,1.4501775518086463e+20,1.261668218366916e+20,1.1301713775751384e+20,8.43756778906001e+19,6.576318903607309e+19,6.255825337859441e+19,4.997534555330262e+19,4.7098992348715024e+19,4.664996059602433e+19,2.5680530028894355e+19,1.6503058204452717e+19,1.1441602661032395e+19,8.982810437569479e+18,3.513140311616389e+18
-15,XGBoost_3_AutoML_20190421_193027,8.726269635797713e+20,6.366868271702957e+20,5.325646241322804e+20,1.5441205289732696e+20,1.5077938962445736e+20,9.654353327054599e+19,9.33019970700019e+19,8.965167124234371e+19,8.08891617032945e+19,8.027234447620519e+19,6.713524760614221e+19,6.588004073382661e+19,5.6635307385067405e+19,4.331394995837521e+19,3.200540469697813e+19,1.4111790838342222e+19,1.3098432543672238e+19,1.0596657661900489e+19
-16,XGBoost_grid_1_AutoML_20190421_193027_model_7,7.12216977995903e+20,4.8739475132277745e+20,4.1330715975281227e+20,1.6210699821845683e+20,1.4095560507399969e+20,1.0601987214662645e+20,1.0034194132423305e+20,7.71515346523909e+19,6.5364193858539225e+19,6.354819207559276e+19,6.321778883144607e+19,4.441814550568554e+19,3.754887184436429e+19,1.7837485989061198e+19,1.6973197281861829e+19,6.47074192793849e+18,1.8738888711256146e+18,1.7609341174588375e+18
-17,GBM_grid_1_AutoML_20190421_193027_model_5,3.958101685455198e+21,3.62041221524575e+21,2.1143379903713903e+21,2.0325496656510866e+21,1.9951986399290243e+21,1.5803536416409534e+21,1.571966109547441e+21,1.121928435658725e+21,1.0943078591440617e+21,1.020765836447706e+21,6.05480400189827e+20,4.827409496109597e+20,4.734509735577408e+20,4.228962029687863e+20,2.965590447907196e+20,2.117333763732894e+20,1.6353275693642652e+20,1.3771162355959543e+20
-18,GBM_grid_1_AutoML_20190421_193027_model_3,1.1835828377027294e+20,9.473535561234278e+19,8.917172122267995e+19,3.680489609752268e+19,3.312009398326395e+19,1.6045678959483945e+19,1.3017868028170207e+19,8.475968562513576e+18,8.391323209605054e+18,7.851872018692571e+18,5.981263540508426e+18,5.145882093514916e+18,4.0768296866073805e+18,1.6665546506706616e+18,1.0739244803691643e+18,7.387750568422277e+17,7.192022380393267e+17,0.0
-19,GBM_grid_1_AutoML_20190421_193027_model_7,4.3416698880186227e+21,3.117133268037237e+21,2.6017345712815163e+21,8.711834895304549e+20,5.7159116483758496e+20,5.257476520400692e+20,5.206805746936961e+20,4.7586567701419734e+20,3.848559505818759e+20,3.824699927574159e+20,3.6542175710549325e+20,3.556378276525192e+20,2.9938146475094154e+20,2.075029130264445e+20,1.3180461608662467e+20,5.778703262102323e+19,2.227331281920721e+19,1.7639217654294118e+18
-20,GBM_grid_1_AutoML_20190421_193027_model_10,1.684573023914678e+20,7.748563665365343e+19,2.8998933087336268e+19,2.4989497965953417e+19,2.4744975376029057e+19,1.7439786036224852e+19,1.5222413031116898e+19,1.36860181546255e+19,1.0927540293116887e+19,7.662034189331464e+18,5.021868726773875e+18,3.26662348247715e+18,2.185826779556479e+18,1.8533108238170194e+18,1.405904973945897e+18,1.2147514414832026e+18,1.0648627865693716e+18,4.70945500468609e+17
-21,GBM_5_AutoML_20190421_193027,4.017661931264661e+20,3.59682482330363e+20,3.2351069602323e+20,6.938759717564134e+19,6.8597681633968e+19,6.0928697981393175e+19,5.753615485389033e+19,3.233830823056638e+19,2.884343795391293e+19,2.7459830113705656e+19,2.0392686140826583e+19,1.5227950171674378e+19,1.4751004017777705e+19,8.585916426756293e+18,7.533683798974661e+18,2.847259577160827e+18,9.308338309719654e+17,0.0
-22,GBM_grid_1_AutoML_20190421_193027_model_4,7.599965671626021e+21,5.990269952512842e+21,4.886376885249364e+21,1.468837055780377e+21,1.0092456286008923e+21,8.113231913958181e+20,8.037595365591378e+20,7.859701069247918e+20,7.044143509039953e+20,7.025333943721263e+20,5.849008146644646e+20,4.856797242896794e+20,4.126328512617298e+20,3.468543658198911e+20,2.086311878784031e+20,1.7068997949892277e+20,2.9436776209702715e+19,0.0
-23,DeepLearning_1_AutoML_20190421_193027,1.0,0.756159245967865,0.677639365196228,0.6222917437553406,0.6190869212150574,0.6024385094642639,0.5798927545547485,0.5578292012214661,0.5522172451019287,0.5244091749191284,0.5093113780021667,0.5090535283088684,0.49558570981025696,0.4500841796398163,0.42389270663261414,0.3869556486606598,0.3798987865447998,0.37545397877693176
-24,DeepLearning_grid_1_AutoML_20190421_193027_model_3,1.0,0.8910967111587524,0.8654041290283203,0.8623175024986267,0.8608731627464294,0.8534992933273315,0.848537266254425,0.8448624014854431,0.8444206118583679,0.8321366310119629,0.8301095366477966,0.8295007348060608,0.8281052708625793,0.82469242811203,0.8218578696250916,0.8073364496231079,0.7924529910087585,0.7673959136009216
-25,GBM_grid_1_AutoML_20190421_193027_model_9,3.621769206108472e+21,2.817879487372606e+21,2.518177880020028e+21,8.447780404902515e+20,8.034916427500534e+20,6.944827878257365e+20,5.1247522727885957e+20,5.001788873681383e+20,4.471752141130569e+20,4.443041693506082e+20,3.9731540524160097e+20,3.4865657972702524e+20,3.2976510519011285e+20,2.4266133664086098e+20,1.1439348002488477e+20,6.668710865689326e+19,5.122863927538588e+19,3.3472137815268524e+19
-26,DeepLearning_grid_1_AutoML_20190421_193027_model_1,1.0,0.7604896426200867,0.7340376377105713,0.7000300884246826,0.5499024391174316,0.5293046832084656,0.5145142078399658,0.5102518796920776,0.48114627599716187,0.46777981519699097,0.4663582742214203,0.41538769006729126,0.4148634970188141,0.412527471780777,0.41252416372299194,0.35780954360961914,0.30356600880622864,0.2980256974697113
-27,GBM_grid_1_AutoML_20190421_193027_model_8,1.2935830826793933e+20,7.207815930341386e+19,5.598055700681982e+19,4.299944565236616e+19,3.8685019199577784e+19,3.743039726744817e+19,3.0713979911643595e+19,2.8227821393521148e+19,2.1207105398636544e+19,1.5817616058627391e+19,8.770946641524949e+18,6.996620197561893e+18,4.4415294472034714e+18,2.5274548004721787e+18,2.0496897852907192e+18,1.881561400703189e+18,1.7828028539794883e+18,1.5164629297030758e+18
-28,GBM_grid_1_AutoML_20190421_193027_model_1,1.1794258921013641e+20,6.257124520798821e+19,5.0748055937024524e+19,4.880727717651153e+19,2.14952346197185e+19,1.5436281236858864e+19,1.3911034308761485e+19,1.3722514244086268e+19,1.2367954401573208e+19,5.704398266297221e+18,4.818710863798075e+18,3.206361449182003e+18,2.9160648158037934e+18,2.5874273873313137e+18,1.8195751957367357e+18,1.1483089846088499e+18,1.1255798115199877e+18,1.0082217886618747e+18
-29,DeepLearning_grid_1_AutoML_20190421_193027_model_2,1.0,0.9208096265792847,0.9162268042564392,0.9123388528823853,0.9073420166969299,0.8908087015151978,0.8815135955810547,0.8717778921127319,0.859717607498169,0.846998929977417,0.8387015461921692,0.8337118625640869,0.8237316012382507,0.8115488290786743,0.8029087781906128,0.797060489654541,0.7946454286575317,0.7863799929618835
-30,GBM_grid_1_AutoML_20190421_193027_model_11,3.311176487482029e+21,2.843233345899818e+21,2.3821562234245103e+21,5.753423114834637e+20,4.84572120256323e+20,4.2532680976142696e+20,3.808511949819808e+20,3.4677857868241175e+20,2.990807439226983e+20,2.5677962889145824e+20,2.3546599181120648e+20,2.2161404525732168e+20,1.2151808667445468e+20,8.413616027760538e+19,6.849299053481768e+19,5.457446195480127e+19,1.018459698769376e+19,0.0
-31,GBM_grid_1_AutoML_20190421_193027_model_13,4.334795565399907e+19,4.2606849632505954e+19,2.2484293707414634e+19,1.928200787295889e+19,1.1941634161065853e+19,5.92970744028201e+18,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-32,GBM_grid_1_AutoML_20190421_193027_model_12,1.782733375839729e+20,1.0820035323808763e+20,5.9932404107186274e+19,5.559524855002851e+19,5.479292172110083e+19,5.397304668659384e+19,5.336729934257298e+19,4.710976316462072e+19,4.262780192608485e+19,2.484573022355194e+19,1.121072720943199e+19,8.112980191766118e+18,3.356022573908361e+18,2.876867501151486e+18,5.782781763046605e+17,3.759855259007058e+17,1.0826019979342643e+17,0.0
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diff --git a/DS/result/300/varimp_scaled_importance_300.csv b/DS/result/300/varimp_scaled_importance_300.csv
deleted file mode 100644
index b84aa7f..0000000
--- a/DS/result/300/varimp_scaled_importance_300.csv
+++ /dev/null
@@ -1,37 +0,0 @@
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-35,XGBoost_grid_1_AutoML_20190421_193027_model_8,1.0,0.4046064757493189,0.12425016214824679,0.1219594204845651,0.05181726513225435,0.023872696454413967,0.017623823316928317,0.0008041664601403988,,,,,,,,,,
diff --git a/DS/result/500/Hyperparameter_DL_500.csv b/DS/result/500/Hyperparameter_DL_500.csv
deleted file mode 100644
index ac4af3c..0000000
--- a/DS/result/500/Hyperparameter_DL_500.csv
+++ /dev/null
@@ -1,14 +0,0 @@
-,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
-0,DeepLearning_1_AutoML_20190421_193027,False,"[10, 10, 10]",10.423572228443449,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-1,DeepLearning_1_AutoML_20190421_193852,False,"[10, 10, 10]",10.406606942889137,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-2,DeepLearning_grid_1_AutoML_20190421_193027_model_1,False,[500],22.4,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-3,DeepLearning_grid_1_AutoML_20190421_193027_model_2,False,[200],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-4,DeepLearning_grid_1_AutoML_20190421_193027_model_3,False,"[200, 200]",7.559182530795073,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-5,DeepLearning_grid_1_AutoML_20190421_193852_model_1,False,[500],62.4,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-6,DeepLearning_grid_1_AutoML_20190421_193852_model_2,False,[50],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-7,DeepLearning_grid_1_AutoML_20190421_193852_model_3,False,[500],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-8,DeepLearning_grid_1_AutoML_20190421_193852_model_4,False,"[50, 50]",257.6,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-9,DeepLearning_grid_1_AutoML_20190421_193852_model_5,False,"[50, 50]",8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-10,DeepLearning_grid_1_AutoML_20190421_193852_model_6,False,"[200, 200]",8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-11,DeepLearning_grid_1_AutoML_20190421_193852_model_7,False,"[50, 50, 50]",36.8,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
-12,DeepLearning_grid_1_AutoML_20190421_193852_model_8,False,"[200, 200, 200]",8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
diff --git a/DS/result/500/Hyperparameter_DRF_500.csv b/DS/result/500/Hyperparameter_DRF_500.csv
deleted file mode 100644
index 9857991..0000000
--- a/DS/result/500/Hyperparameter_DRF_500.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,DRF_1_AutoML_20190421_193027,False,,5.0,1.0,14,20,0,False,0.014965432360392486,289857840033600655
-1,DRF_1_AutoML_20190421_193852,False,,5.0,1.0,14,20,0,False,0.014965432360392486,4448890390150882163
diff --git a/DS/result/500/Hyperparameter_GBM_500.csv b/DS/result/500/Hyperparameter_GBM_500.csv
deleted file mode 100644
index 8383b6b..0000000
--- a/DS/result/500/Hyperparameter_GBM_500.csv
+++ /dev/null
@@ -1,48 +0,0 @@
-,model_id,ntrees,learn_rate,max_depth,sample_rate,col_sample_rate,score_each_iteration,seed,stopping_rounds,stopping_metric,stopping_tolerance
-0,GBM_1_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486
-1,GBM_1_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486
-2,GBM_2_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486
-3,GBM_2_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486
-4,GBM_3_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486
-5,GBM_3_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486
-6,GBM_4_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486
-7,GBM_4_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486
-8,GBM_5_AutoML_20190421_193027,65,0.1,15,0.8,0.8,False,6024422029629654785,0,deviance,0.014965432360392486
-9,GBM_5_AutoML_20190421_193852,65,0.1,15,0.8,0.8,False,297884905804230304,0,deviance,0.014965432360392486
-10,GBM_grid_1_AutoML_20190421_193027_model_1,30,0.8,8,0.6,0.7,False,3124092606928605225,0,deviance,0.014965432360392486
-11,GBM_grid_1_AutoML_20190421_193027_model_10,46,0.8,8,0.9,0.7,False,4692662799764857830,0,deviance,0.014965432360392486
-12,GBM_grid_1_AutoML_20190421_193027_model_11,77,0.01,6,1.0,0.4,False,-3530982630697928853,0,deviance,0.014965432360392486
-13,GBM_grid_1_AutoML_20190421_193027_model_12,3,0.001,16,0.5,0.7,False,-7464872345432784346,0,deviance,0.014965432360392486
-14,GBM_grid_1_AutoML_20190421_193027_model_13,1,0.05,3,0.9,0.7,False,1574413598421035969,0,deviance,0.014965432360392486
-15,GBM_grid_1_AutoML_20190421_193027_model_2,101,0.1,16,1.0,0.4,False,-8794556307968222314,0,deviance,0.014965432360392486
-16,GBM_grid_1_AutoML_20190421_193027_model_3,55,0.5,3,0.8,1.0,False,-348465370131244444,0,deviance,0.014965432360392486
-17,GBM_grid_1_AutoML_20190421_193027_model_4,347,0.005,16,0.8,0.4,False,5602131279252309485,0,deviance,0.014965432360392486
-18,GBM_grid_1_AutoML_20190421_193027_model_5,312,0.008,12,0.8,0.4,False,1092666611756342964,0,deviance,0.014965432360392486
-19,GBM_grid_1_AutoML_20190421_193027_model_6,93,0.08,12,0.6,0.4,False,-2755890100109624492,0,deviance,0.014965432360392486
-20,GBM_grid_1_AutoML_20190421_193027_model_7,278,0.008,8,0.6,0.4,False,-5143265548577003046,0,deviance,0.014965432360392486
-21,GBM_grid_1_AutoML_20190421_193027_model_8,30,0.5,12,0.5,0.4,False,2378520213287539484,0,deviance,0.014965432360392486
-22,GBM_grid_1_AutoML_20190421_193027_model_9,104,0.01,16,0.8,0.4,False,-2476791890784516323,0,deviance,0.014965432360392486
-23,GBM_grid_1_AutoML_20190421_193852_model_1,56,0.8,4,0.5,1.0,False,-7347235564242714900,0,deviance,0.014965432360392486
-24,GBM_grid_1_AutoML_20190421_193852_model_10,30,0.001,4,0.9,0.4,False,-4749946771656949621,0,deviance,0.014965432360392486
-25,GBM_grid_1_AutoML_20190421_193852_model_11,262,0.001,14,0.9,0.4,False,-810852929160497850,0,deviance,0.014965432360392486
-26,GBM_grid_1_AutoML_20190421_193852_model_12,61,0.5,3,1.0,1.0,False,3755201348199703767,0,deviance,0.014965432360392486
-27,GBM_grid_1_AutoML_20190421_193852_model_13,398,0.005,17,0.7,1.0,False,926551006183326168,0,deviance,0.014965432360392486
-28,GBM_grid_1_AutoML_20190421_193852_model_14,82,0.1,6,1.0,0.7,False,4960138876623192878,0,deviance,0.014965432360392486
-29,GBM_grid_1_AutoML_20190421_193852_model_15,98,0.05,16,0.8,0.4,False,5575868254829243114,0,deviance,0.014965432360392486
-30,GBM_grid_1_AutoML_20190421_193852_model_16,98,0.05,9,0.5,0.4,False,4052181674862863573,0,deviance,0.014965432360392486
-31,GBM_grid_1_AutoML_20190421_193852_model_17,270,0.008,8,0.7,0.4,False,-8981271411912211860,0,deviance,0.014965432360392486
-32,GBM_grid_1_AutoML_20190421_193852_model_18,91,0.08,17,0.8,1.0,False,5355661886864578261,0,deviance,0.014965432360392486
-33,GBM_grid_1_AutoML_20190421_193852_model_19,368,0.001,9,0.5,0.7,False,3751026078426248837,0,deviance,0.014965432360392486
-34,GBM_grid_1_AutoML_20190421_193852_model_2,367,0.005,4,0.8,0.4,False,5635968206635809269,0,deviance,0.014965432360392486
-35,GBM_grid_1_AutoML_20190421_193852_model_20,100,0.05,7,0.7,0.7,False,-6817732456818084703,0,deviance,0.014965432360392486
-36,GBM_grid_1_AutoML_20190421_193852_model_21,273,0.01,3,0.6,1.0,False,4878236833650884881,0,deviance,0.014965432360392486
-37,GBM_grid_1_AutoML_20190421_193852_model_22,92,0.001,12,1.0,0.4,False,5619006297585149539,0,deviance,0.014965432360392486
-38,GBM_grid_1_AutoML_20190421_193852_model_23,17,0.001,8,0.5,1.0,False,-4230225667908683070,0,deviance,0.014965432360392486
-39,GBM_grid_1_AutoML_20190421_193852_model_24,1,0.008,17,0.5,0.4,False,926661288037231606,0,deviance,0.014965432360392486
-40,GBM_grid_1_AutoML_20190421_193852_model_3,282,0.008,4,0.6,1.0,False,7742484372466463139,0,deviance,0.014965432360392486
-41,GBM_grid_1_AutoML_20190421_193852_model_4,302,0.008,8,0.6,0.4,False,-8855671952995182370,0,deviance,0.014965432360392486
-42,GBM_grid_1_AutoML_20190421_193852_model_5,71,0.08,9,0.7,0.7,False,-6010621745854196896,0,deviance,0.014965432360392486
-43,GBM_grid_1_AutoML_20190421_193852_model_6,126,0.001,4,0.8,1.0,False,7523975257873901412,0,deviance,0.014965432360392486
-44,GBM_grid_1_AutoML_20190421_193852_model_7,110,0.1,12,0.6,0.7,False,1381225275305757435,0,deviance,0.014965432360392486
-45,GBM_grid_1_AutoML_20190421_193852_model_8,91,0.05,17,0.6,0.7,False,-6527299506414345488,0,deviance,0.014965432360392486
-46,GBM_grid_1_AutoML_20190421_193852_model_9,337,0.008,8,1.0,0.4,False,4370751826042267024,0,deviance,0.014965432360392486
diff --git a/DS/result/500/Hyperparameter_GLM_500.csv b/DS/result/500/Hyperparameter_GLM_500.csv
deleted file mode 100644
index e747b7d..0000000
--- a/DS/result/500/Hyperparameter_GLM_500.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
-0,GLM_grid_1_AutoML_20190421_193027_model_1,-975422325082088501,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
-1,GLM_grid_1_AutoML_20190421_193852_model_1,-8617944177042712202,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[16191407973.326683, 10055138664.513983, 6244411463.732074, 3877885311.119502, 2408232476.9176397]",MeanImputation,True
diff --git a/DS/result/500/Hyperparameter_XGBoost_500.csv b/DS/result/500/Hyperparameter_XGBoost_500.csv
deleted file mode 100644
index 53dcca1..0000000
--- a/DS/result/500/Hyperparameter_XGBoost_500.csv
+++ /dev/null
@@ -1,26 +0,0 @@
-,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
-0,XGBoost_1_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-1,XGBoost_1_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-2,XGBoost_2_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-3,XGBoost_2_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-4,XGBoost_3_AutoML_20190421_193027,110,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-5,XGBoost_3_AutoML_20190421_193852,106,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
-6,XGBoost_grid_1_AutoML_20190421_193027_model_1,104,10,0.01,100.0,1.0,0.8,0.7,dart,0.001,0.01
-7,XGBoost_grid_1_AutoML_20190421_193027_model_2,157,10,20.0,100.0,0.8,0.6,0.8,gbtree,1.0,0.01
-8,XGBoost_grid_1_AutoML_20190421_193027_model_3,140,15,20.0,100.0,0.6,0.8,0.9,gbtree,0.01,0.1
-9,XGBoost_grid_1_AutoML_20190421_193027_model_4,109,15,10.0,100.0,0.8,0.6,0.9,dart,1.0,0.5
-10,XGBoost_grid_1_AutoML_20190421_193027_model_5,79,5,0.1,100.0,0.6,1.0,0.8,dart,10.0,0.5
-11,XGBoost_grid_1_AutoML_20190421_193027_model_6,91,10,0.01,100.0,0.8,0.6,0.7,dart,0.1,0.1
-12,XGBoost_grid_1_AutoML_20190421_193027_model_7,71,20,20.0,100.0,0.6,0.6,1.0,gbtree,0.01,0.001
-13,XGBoost_grid_1_AutoML_20190421_193027_model_8,1,10,20.0,100.0,0.6,1.0,0.7,dart,0.1,0.5
-14,XGBoost_grid_1_AutoML_20190421_193852_model_1,144,20,20.0,100.0,1.0,1.0,1.0,gbtree,10.0,0.5
-15,XGBoost_grid_1_AutoML_20190421_193852_model_10,78,15,15.0,100.0,1.0,1.0,0.9,gbtree,0.001,0.1
-16,XGBoost_grid_1_AutoML_20190421_193852_model_11,19,5,1.0,100.0,1.0,0.8,0.7,gbtree,0.001,1.0
-17,XGBoost_grid_1_AutoML_20190421_193852_model_2,106,15,5.0,100.0,1.0,1.0,0.7,gbtree,0.01,0.1
-18,XGBoost_grid_1_AutoML_20190421_193852_model_3,263,20,15.0,100.0,0.8,0.8,1.0,gbtree,100.0,1.0
-19,XGBoost_grid_1_AutoML_20190421_193852_model_4,91,10,0.1,100.0,0.8,0.8,0.7,dart,0.1,0.5
-20,XGBoost_grid_1_AutoML_20190421_193852_model_5,186,15,3.0,100.0,0.6,0.8,0.8,gbtree,10.0,0.001
-21,XGBoost_grid_1_AutoML_20190421_193852_model_6,77,15,5.0,100.0,0.8,1.0,0.8,dart,100.0,0.001
-22,XGBoost_grid_1_AutoML_20190421_193852_model_7,189,5,0.01,100.0,1.0,0.8,0.9,gbtree,0.01,0.1
-23,XGBoost_grid_1_AutoML_20190421_193852_model_8,115,20,5.0,100.0,0.6,1.0,0.7,dart,100.0,0.01
-24,XGBoost_grid_1_AutoML_20190421_193852_model_9,126,15,20.0,100.0,0.8,0.6,0.7,dart,0.01,0.001
diff --git a/DS/result/500/Hyperparameter_XRT_500.csv b/DS/result/500/Hyperparameter_XRT_500.csv
deleted file mode 100644
index 77bb0c6..0000000
--- a/DS/result/500/Hyperparameter_XRT_500.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,XRT_1_AutoML_20190421_193027,False,,5.0,1.0,13,20,0,False,0.014965432360392486,56939134373235378
-1,XRT_1_AutoML_20190421_193852,False,,5.0,1.0,18,20,0,False,0.014965432360392486,-8021816811412943273
diff --git a/DS/result/500/all_varimp.csv b/DS/result/500/all_varimp.csv
deleted file mode 100644
index c561739..0000000
--- a/DS/result/500/all_varimp.csv
+++ /dev/null
@@ -1,2272 +0,0 @@
-	model_id	variable	relative_importance	scaled_importance	percentage
-0	GBM_1_AutoML_20190416_015849	supply_area	5.142440512168814e+20	1.0	0.26965304008383767
-1	GBM_1_AutoML_20190416_015849	city	3.556079913049879e+20	0.691516003857497	0.18646939270680088
-2	GBM_1_AutoML_20190416_015849	exclusive_use_area	2.8717862730904633e+20	0.5584481271674047	0.15058723521981623
-3	GBM_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.3659960388754185e+20	0.2656318601339177	0.07162843862823566
-4	GBM_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.1062438055314771e+20	0.21512038941699316	0.05800786699031123
-5	GBM_1_AutoML_20190416_015849	total_household_count_in_sites	8.393671766441984e+19	0.16322350733235744	0.04401371496531675
-6	GBM_1_AutoML_20190416_015849	floor	7.956222709042931e+19	0.1547168643023818	0.041719872811375826
-7	GBM_1_AutoML_20190416_015849	heat_fuel_cogeneration	6.286668838041813e+19	0.12225068667620664	0.03296526931457583
-8	GBM_1_AutoML_20190416_015849	total_household_count_of_area_type	5.228192743433018e+19	0.10166753958672509	0.02741496112740433
-9	GBM_1_AutoML_20190416_015849	heat_fuel_gas	4.359336664931867e+19	0.08477174708421324	0.0228589593144763
-10	GBM_1_AutoML_20190416_015849	bathroom_count	4.257647232525376e+19	0.08279429236858049	0.02232573263877781
-11	GBM_1_AutoML_20190416_015849	heat_type_district	3.5194944992644694e+19	0.06844015970502942	0.01845509712828455
-12	GBM_1_AutoML_20190416_015849	heat_type_individual	3.422536045489973e+19	0.06655470369352945	0.017946678182839237
-13	GBM_1_AutoML_20190416_015849	front_door_structure_stairway	2.4499676530895487e+19	0.047642119481831	0.01284684235431316
-14	GBM_1_AutoML_20190416_015849	room_count	2.002224967831257e+19	0.038935306360730705	0.010499023726766617
-15	GBM_1_AutoML_20190416_015849	front_door_structure_mixed	1.0703568675027288e+19	0.020814180834370175	0.005612607138842666
-16	GBM_1_AutoML_20190416_015849	heat_type_central	7.370545410470838e+18	0.014332777196021126	0.0038648769437513992
-17	GBM_1_AutoML_20190416_015849	front_door_structure_corridor	5.969837415672578e+18	0.01160895765647819	0.003130390724273887
-18	XGBoost_grid_1_AutoML_20190416_021340_model_7	supply_area	7.337369362340837e+20	1.0	0.234053082362835
-19	XGBoost_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	5.1960716987001e+20	0.7081654803108345	0.16574831348970837
-20	XGBoost_grid_1_AutoML_20190416_021340_model_7	city	4.4163047373120576e+20	0.601892111357895	0.14087470391319004
-21	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	2.6192748955614734e+20	0.3569773806134039	0.08355165626637812
-22	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.8685983730164774e+20	0.25466870764433475	0.05960599600551623
-23	XGBoost_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	1.8281090772259517e+20	0.24915047709179672	0.05831443713550594
-24	XGBoost_grid_1_AutoML_20190416_021340_model_7	floor	1.632299074536719e+20	0.22246380057061316	0.05206833823770303
-25	XGBoost_grid_1_AutoML_20190416_021340_model_7	bathroom_count	1.3853035510200952e+20	0.18880111966697322	0.04418948401160955
-26	XGBoost_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	1.333210537275603e+20	0.18170143432036107	0.042527780772428726
-27	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	9.93133877788672e+19	0.1353528531473347	0.03167975248573784
-28	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_district	8.564809431891365e+19	0.11672861224419727	0.027320691495690535
-29	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	7.432329167858827e+19	0.10129419415636036	0.023708218367755614
-30	XGBoost_grid_1_AutoML_20190416_021340_model_7	room_count	4.331445573372399e+19	0.05903267723720726	0.013816780067498728
-31	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	2.4842623003691844e+19	0.03385766993167469	0.007924492009131938
-32	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	1.605542063250604e+19	0.021881712422589406	0.005121482239884189
-33	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_type_central	1.41362098920835e+19	0.019266046445253007	0.004509277555457007
-34	XGBoost_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.003650926410675e+19	0.013678620726958753	0.0032015233436168593
-35	XGBoost_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	5.592660946880299e+18	0.00762216084634463	0.001783990240352276
-36	XGBoost_1_AutoML_20190416_015849	exclusive_use_area	6.66503260347023e+20	1.0	0.24313142433565593
-37	XGBoost_1_AutoML_20190416_015849	supply_area	5.901882517332301e+20	0.8854994219022146	0.21529273569548538
-38	XGBoost_1_AutoML_20190416_015849	city	4.536478015712626e+20	0.6806385333134986	0.1654846160622427
-39	XGBoost_1_AutoML_20190416_015849	total_parking_capacity_in_site	1.6651456210221085e+20	0.24983307960941262	0.06074227249159981
-40	XGBoost_1_AutoML_20190416_015849	total_household_count_in_sites	1.5735965885344095e+20	0.23609735798067927	0.05740268692772779
-41	XGBoost_1_AutoML_20190416_015849	apartment_building_count_in_sites	1.5518922290021112e+20	0.2328409058635512	0.05661094108620958
-42	XGBoost_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1600179285743737e+20	0.17404534945116343	0.04231589371105834
-43	XGBoost_1_AutoML_20190416_015849	floor	1.0686420911582819e+20	0.16033561345249542	0.038982626070436364
-44	XGBoost_1_AutoML_20190416_015849	total_household_count_of_area_type	9.142995098036444e+19	0.13717855023358824	0.033352416306592636
-45	XGBoost_1_AutoML_20190416_015849	bathroom_count	6.6195521406161125e+19	0.09931762580080347	0.02414723582258504
-46	XGBoost_1_AutoML_20190416_015849	heat_type_individual	5.476501171794136e+19	0.08216765764870722	0.01997753963845474
-47	XGBoost_1_AutoML_20190416_015849	heat_type_district	3.71797701889664e+19	0.055783328306013534	0.013562680065224583
-48	XGBoost_1_AutoML_20190416_015849	front_door_structure_stairway	2.155443232575796e+19	0.0323395752250865	0.00786276698688537
-49	XGBoost_1_AutoML_20190416_015849	room_count	1.6986735568534634e+19	0.02548635029885718	0.006196532649278616
-50	XGBoost_1_AutoML_20190416_015849	heat_fuel_gas	1.591282496949977e+19	0.023875089465000617	0.005804784507766813
-51	XGBoost_1_AutoML_20190416_015849	front_door_structure_corridor	9.108252619670815e+18	0.013665728529112511	0.003322568041867533
-52	XGBoost_1_AutoML_20190416_015849	front_door_structure_mixed	8.260484624434594e+18	0.012393764765882274	0.003013313680410025
-53	XGBoost_1_AutoML_20190416_015849	heat_type_central	7.667404204121522e+18	0.011503926027502694	0.0027969659205187543
-54	XGBoost_1_AutoML_20190416_021340	supply_area	7.615501823703054e+20	1.0	0.2738273098574499
-55	XGBoost_1_AutoML_20190416_021340	exclusive_use_area	5.0952329364497865e+20	0.6690606941476929	0.18320709000982083
-56	XGBoost_1_AutoML_20190416_021340	city	4.0884272033157664e+20	0.5368559154684517	0.14700581111378466
-57	XGBoost_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.709885540804686e+20	0.22452696885748372	0.0614816158726922
-58	XGBoost_1_AutoML_20190416_021340	total_parking_capacity_in_site	1.6714193464092682e+20	0.21947593016221445	0.06009850353478073
-59	XGBoost_1_AutoML_20190416_021340	total_household_count_in_sites	1.5883821172172993e+20	0.20857221940036844	0.057112769749400716
-60	XGBoost_1_AutoML_20190416_021340	floor	9.200257663611018e+19	0.12080960489006058	0.03308096911198671
-61	XGBoost_1_AutoML_20190416_021340	total_household_count_of_area_type	9.032641074198426e+19	0.11860861284393057	0.032478277380977284
-62	XGBoost_1_AutoML_20190416_021340	heat_type_individual	8.3654776494779e+19	0.10984801583843846	0.030079386670218155
-63	XGBoost_1_AutoML_20190416_021340	heat_fuel_gas	7.268401220055099e+19	0.09544218343474604	0.026134676336857777
-64	XGBoost_1_AutoML_20190416_021340	heat_type_district	6.784202247656964e+19	0.0890841129673334	0.024393663004882077
-65	XGBoost_1_AutoML_20190416_021340	heat_fuel_cogeneration	6.35374740362452e+19	0.08343176261672795	0.02284589511400397
-66	XGBoost_1_AutoML_20190416_021340	bathroom_count	4.664399684495527e+19	0.06124875014772766	0.016771580485083353
-67	XGBoost_1_AutoML_20190416_021340	room_count	3.813859270689869e+19	0.05008020953812039	0.013713329054920911
-68	XGBoost_1_AutoML_20190416_021340	front_door_structure_corridor	1.630003228287225e+19	0.0214037533707087	0.00586093220635349
-69	XGBoost_1_AutoML_20190416_021340	heat_type_central	1.317431973670971e+19	0.017299345521400805	0.004737033246419707
-70	XGBoost_1_AutoML_20190416_021340	front_door_structure_mixed	1.0203622936900796e+19	0.013398490569777401	0.003668872628872557
-71	XGBoost_1_AutoML_20190416_021340	front_door_structure_stairway	9.740319523281568e+18	0.012790121713273147	0.003502284621494944
-72	XGBoost_grid_1_AutoML_20190416_020809_model_4	supply_area	7.233163807525343e+20	1.0	0.23315725739498758
-73	XGBoost_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	6.043663926007505e+20	0.835549157578833	0.19481434999977298
-74	XGBoost_grid_1_AutoML_20190416_020809_model_4	city	4.88769369555916e+20	0.6757338594314747	0.1575522533939727
-75	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.193514614335912e+20	0.3032579757220197	0.07070679790250184
-76	XGBoost_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	1.9567792055641126e+20	0.2705288111307932	0.06307575564958233
-77	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	1.712772946300156e+20	0.2367944362767226	0.05521034132867279
-78	XGBoost_grid_1_AutoML_20190416_020809_model_4	floor	1.3957132873072273e+20	0.19296027636691085	0.04499008882388777
-79	XGBoost_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.2550112472067788e+20	0.17350792552231045	0.040454632051075676
-80	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.1192280702852792e+20	0.15473561778330536	0.03607773226367454
-81	XGBoost_grid_1_AutoML_20190416_020809_model_4	bathroom_count	6.991777728450842e+19	0.09666278705283345	0.02253763032139436
-82	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_district	6.389811824820224e+19	0.08834048273830464	0.02059722467221235
-83	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	5.717170633170118e+19	0.07904107780916016	0.018429000923527596
-84	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	4.410817558562944e+19	0.06098047377240308	0.014218040019420473
-85	XGBoost_grid_1_AutoML_20190416_020809_model_4	room_count	3.844565551821095e+19	0.053151921539800195	0.012392756251493378
-86	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.297043397754277e+19	0.03175710462086378	0.007404399416206285
-87	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.0483746613820916e+19	0.014493998605304202	0.003379380963499503
-88	XGBoost_grid_1_AutoML_20190416_020809_model_4	heat_type_central	8.055134335273009e+18	0.011136391418223507	0.002596530480350069
-89	XGBoost_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.463524511762088e+18	0.010318478483781991	0.002405828143767799
-90	GBM_1_AutoML_20190416_020809	supply_area	4.322788194737151e+20	1.0	0.2272757866900139
-91	GBM_1_AutoML_20190416_020809	exclusive_use_area	3.353057641848017e+20	0.7756701209488477	0.17629103695058757
-92	GBM_1_AutoML_20190416_020809	city	3.285587386243031e+20	0.760062079896286	0.1727437071416766
-93	GBM_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.2258064591544438e+20	0.28356847569973975	0.06444824839514644
-94	GBM_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.2114400643040621e+20	0.28024506631598317	0.0636929179129602
-95	GBM_1_AutoML_20190416_020809	total_household_count_in_sites	9.183545966478125e+19	0.21244496729353482	0.048283597069972393
-96	GBM_1_AutoML_20190416_020809	bathroom_count	6.794429025209234e+19	0.15717700519033578	0.03572252750421396
-97	GBM_1_AutoML_20190416_020809	room_count	6.329651826204135e+19	0.1464252131045947	0.033278905499599686
-98	GBM_1_AutoML_20190416_020809	floor	5.995427119443948e+19	0.13869352023176104	0.03152167891948085
-99	GBM_1_AutoML_20190416_020809	heat_type_district	5.830458154031042e+19	0.13487725725561636	0.030654334749361592
-100	GBM_1_AutoML_20190416_020809	heat_fuel_cogeneration	5.444944748272314e+19	0.12595909174780645	0.028627451667742346
-101	GBM_1_AutoML_20190416_020809	heat_type_individual	4.810870026478079e+19	0.11129090322618979	0.025293727582174488
-102	GBM_1_AutoML_20190416_020809	total_household_count_of_area_type	4.632146610406346e+19	0.10715645554981917	0.024354067733998657
-103	GBM_1_AutoML_20190416_020809	heat_fuel_gas	3.559421724710876e+19	0.08234087733107887	0.01871408767216688
-104	GBM_1_AutoML_20190416_020809	front_door_structure_mixed	1.0809522013526295e+19	0.025005902502201065	0.005683236163081533
-105	GBM_1_AutoML_20190416_020809	front_door_structure_stairway	9.75085394418729e+18	0.022556862619497818	0.005126628697104934
-106	GBM_1_AutoML_20190416_020809	front_door_structure_corridor	9.168717512861286e+18	0.021210193744916513	0.004820563469223512
-107	GBM_1_AutoML_20190416_020809	heat_type_central	6.595181905191109e+18	0.015256777820436634	0.0034674961814944913
-108	GBM_grid_1_AutoML_20190416_021340_model_9	supply_area	8.13525733088579e+20	1.0	0.2948675861336144
-109	GBM_grid_1_AutoML_20190416_021340_model_9	city	5.0380333509012514e+20	0.6192838340557687	0.18260672927959434
-110	GBM_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.9525631023384625e+20	0.4858559405776161	0.14326316840679845
-111	GBM_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.681386199412732e+20	0.20667892004218358	0.06094291425754097
-112	GBM_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.6581928372536345e+20	0.2038279515705357	0.06010225606616312
-113	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	1.0646848168685208e+20	0.13087291201304813	0.038590179655564404
-114	GBM_grid_1_AutoML_20190416_021340_model_9	floor	1.031034923207413e+20	0.1267366084774052	0.03737051781649345
-115	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	9.23339870329079e+19	0.11349854500896817	0.03346704199647183
-116	GBM_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	8.847224710946095e+19	0.10875162703652036	0.03206732975236187
-117	GBM_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	7.707230824253987e+19	0.09473862363263194	0.027935349264175173
-118	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_district	6.657595242937162e+19	0.08183632025580025	0.02413087821188523
-119	GBM_grid_1_AutoML_20190416_021340_model_9	bathroom_count	4.849212195961884e+19	0.05960736088275511	0.01757627861929323
-120	GBM_grid_1_AutoML_20190416_021340_model_9	room_count	4.5236793485215924e+19	0.05560585442512414	0.01639636406923352
-121	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	3.0090981230182924e+19	0.03698835821202786	0.010906667901026108
-122	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	2.3211820760304714e+19	0.028532374350569368	0.008413272351413044
-123	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	1.6706595398940099e+19	0.0205360380371902	0.006055411964774362
-124	GBM_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	7.480615870260052e+18	0.009195303314942026	0.0027113968922433777
-125	GBM_grid_1_AutoML_20190416_021340_model_9	heat_type_central	7.16405492775125e+18	0.008806181090981184	0.0025966573613531007
-126	XGBoost_1_AutoML_20190416_020809	supply_area	5.659702854745336e+20	1.0	0.20644000549191793
-127	XGBoost_1_AutoML_20190416_020809	exclusive_use_area	5.2959460573114584e+20	0.9357286403951599	0.1931718256621217
-128	XGBoost_1_AutoML_20190416_020809	city	4.649645733786587e+20	0.8215353090291879	0.16959775370779007
-129	XGBoost_1_AutoML_20190416_020809	apartment_building_count_in_sites	1.8159324697334487e+20	0.3208529699065197	0.0662368888696001
-130	XGBoost_1_AutoML_20190416_020809	room_count	1.513616382059694e+20	0.26743742929730197	0.055209784372879434
-131	XGBoost_1_AutoML_20190416_020809	total_parking_capacity_in_site	1.4792046587819327e+20	0.2613573003292398	0.05395460251532111
-132	XGBoost_1_AutoML_20190416_020809	total_household_count_in_sites	1.3036282209107549e+20	0.23033509962766638	0.04755037923211691
-133	XGBoost_1_AutoML_20190416_020809	bathroom_count	1.059118825125928e+20	0.1871332916776572	0.03863179776165623
-134	XGBoost_1_AutoML_20190416_020809	floor	8.555070397697176e+19	0.1511575893162702	0.031204973568595896
-135	XGBoost_1_AutoML_20190416_020809	total_household_count_of_area_type	8.444933637356808e+19	0.14921160799592537	0.030803245174136736
-136	XGBoost_1_AutoML_20190416_020809	heat_type_individual	6.609682044635893e+19	0.1167849658236749	0.024109088986012894
-137	XGBoost_1_AutoML_20190416_020809	heat_type_district	6.446459543492546e+19	0.11390102464633031	0.02351372815352351
-138	XGBoost_1_AutoML_20190416_020809	heat_fuel_cogeneration	6.215418285538673e+19	0.10981880930952764	0.022670995596974775
-139	XGBoost_1_AutoML_20190416_020809	heat_fuel_gas	5.185038671261414e+19	0.09161326670911807	0.018912643282562876
-140	XGBoost_1_AutoML_20190416_020809	front_door_structure_corridor	1.611667552480107e+19	0.028476186715859404	0.005878624142010896
-141	XGBoost_1_AutoML_20190416_020809	front_door_structure_stairway	1.6102225742988837e+19	0.028450655725658892	0.005873353524253688
-142	XGBoost_1_AutoML_20190416_020809	heat_type_central	8.626768231530496e+18	0.015242440200367491	0.0031466494386740954
-143	XGBoost_1_AutoML_20190416_020809	front_door_structure_mixed	8.481495257710592e+18	0.014985760693424647	0.003093660519851152
-144	XGBoost_grid_1_AutoML_20190416_021340_model_6	supply_area	8.496624053923674e+20	1.0	0.26991416288264936
-145	XGBoost_grid_1_AutoML_20190416_021340_model_6	city	6.791921522971393e+20	0.7993670756604723	0.2157604950628478
-146	XGBoost_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	4.782635623407954e+20	0.5628865762513491	0.15193105902676346
-147	XGBoost_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	1.8998429750406624e+20	0.2235997453792639	0.06035273809481756
-148	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	1.716381279579726e+20	0.20200744068311635	0.0545246692480498
-149	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	1.4031793231035472e+20	0.16514551122872975	0.04457511241712976
-150	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	1.2961538288260638e+20	0.15254927375861832	0.041175209524913575
-151	XGBoost_grid_1_AutoML_20190416_021340_model_6	room_count	1.018661459153073e+20	0.11989014138888059	0.03236004715086218
-152	XGBoost_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	9.881732331678676e+19	0.11630186611723006	0.03139152083472211
-153	XGBoost_grid_1_AutoML_20190416_021340_model_6	bathroom_count	9.52312529486558e+19	0.11208128351245429	0.030252325814076993
-154	XGBoost_grid_1_AutoML_20190416_021340_model_6	floor	7.94514754831867e+19	0.09350946326323174	0.02523952849830105
-155	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	5.561480666286339e+19	0.06545518115183749	0.017667280426930384
-156	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	2.562928399094697e+19	0.030164079083988153	0.008141712155080695
-157	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_district	2.1026675540518502e+19	0.024747094148302996	0.006679591200817314
-158	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.6611978025323463e+19	0.019551268739084887	0.005277164335003809
-159	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	6.208950958144094e+18	0.007307550526819943	0.0019724113831692683
-160	XGBoost_grid_1_AutoML_20190416_021340_model_6	heat_type_central	5.818966278399853e+18	0.006848562724995112	0.0018485240748663716
-161	XGBoost_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	2.9478429008697754e+18	0.0034694284249383554	0.0009364478689985049
-162	XGBoost_2_AutoML_20190416_021340	supply_area	6.909529508802965e+20	1.0	0.24992205717555535
-163	XGBoost_2_AutoML_20190416_021340	exclusive_use_area	5.3145146096813395e+20	0.7691572346439038	0.19222935837366578
-164	XGBoost_2_AutoML_20190416_021340	city	4.781603313930868e+20	0.6920302327154041	0.17295361938791212
-165	XGBoost_2_AutoML_20190416_021340	total_parking_capacity_in_site	1.8274062693934773e+20	0.2644762233181438	0.06609844180569208
-166	XGBoost_2_AutoML_20190416_021340	apartment_building_count_in_sites	1.4274723728122813e+20	0.2065947284824003	0.05163257954394678
-167	XGBoost_2_AutoML_20190416_021340	total_household_count_in_sites	1.4101679069706217e+20	0.20409029372752832	0.05100666605794722
-168	XGBoost_2_AutoML_20190416_021340	heat_fuel_cogeneration	1.2670297889076727e+20	0.18337424962053286	0.045829269698187375
-169	XGBoost_2_AutoML_20190416_021340	total_household_count_of_area_type	1.0865258676863841e+20	0.15725034046125932	0.0393003285796344
-170	XGBoost_2_AutoML_20190416_021340	floor	9.716033290544926e+19	0.14061787098769002	0.03514350759289033
-171	XGBoost_2_AutoML_20190416_021340	bathroom_count	5.899033814646129e+19	0.08537533282303185	0.021337178811179833
-172	XGBoost_2_AutoML_20190416_021340	heat_type_individual	5.192176700748936e+19	0.0751451556018964	0.018780431874803157
-173	XGBoost_2_AutoML_20190416_021340	room_count	4.1600004844718916e+19	0.06020671131329443	0.015046985147193326
-174	XGBoost_2_AutoML_20190416_021340	heat_type_district	3.583268372698733e+19	0.05185980272800822	0.012960908582502291
-175	XGBoost_2_AutoML_20190416_021340	heat_fuel_gas	3.082228620502604e+19	0.04460837190977685	0.011148616074943687
-176	XGBoost_2_AutoML_20190416_021340	front_door_structure_stairway	2.6446452027826373e+19	0.03827532973718794	0.00956584914699072
-177	XGBoost_2_AutoML_20190416_021340	front_door_structure_corridor	1.1073138722378613e+19	0.016025893960321138	0.004005224386640767
-178	XGBoost_2_AutoML_20190416_021340	heat_type_central	5.91267325638869e+18	0.008557273326433808	0.002138651353555845
-179	XGBoost_2_AutoML_20190416_021340	front_door_structure_mixed	2.489108782697677e+18	0.0036024287609257204	0.000900326406758943
-180	XGBoost_grid_1_AutoML_20190416_020809_model_7	supply_area	9.41807742618228e+20	1.0	0.261706055558107
-181	XGBoost_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	5.296469952611861e+20	0.5623727341514162	0.14717635000819507
-182	XGBoost_grid_1_AutoML_20190416_020809_model_7	city	4.780888367490023e+20	0.5076289088682941	0.13284955942718704
-183	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.4677679986753352e+20	0.26202460300601627	0.06857342531188343
-184	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	2.361051511145722e+20	0.2506935762262893	0.0656080269879378
-185	XGBoost_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.20178786758888e+20	0.2337831563656404	0.061182467708375904
-186	XGBoost_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.5930357781916287e+20	0.1691466003202506	0.04426668958087643
-187	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	1.5163533743644842e+20	0.1610045559987666	0.042135867277321555
-188	XGBoost_grid_1_AutoML_20190416_020809_model_7	floor	1.2080029909556344e+20	0.12826428752829988	0.03356754075800226
-189	XGBoost_grid_1_AutoML_20190416_020809_model_7	room_count	1.1147547292179051e+20	0.11836330057330853	0.030976392515879202
-190	XGBoost_grid_1_AutoML_20190416_020809_model_7	bathroom_count	1.0406494926853374e+20	0.11049489673893836	0.028917183584847902
-191	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	8.451373257058366e+19	0.08973565277307581	0.02348436373017358
-192	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	7.565109710466266e+19	0.08032541428715845	0.021021647334163052
-193	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_district	5.414464526731759e+19	0.05749012544406923	0.015045513963508122
-194	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	3.4288045811822494e+19	0.03640662978253039	0.009527835476550332
-195	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	2.972857560059819e+19	0.03156543979767322	0.00826086674140595
-196	XGBoost_grid_1_AutoML_20190416_020809_model_7	heat_type_central	1.4413953126329483e+19	0.015304560022259592	0.004005296035477853
-197	XGBoost_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	6.099541304843174e+18	0.006476418730521829	0.001694918000107511
-198	XGBoost_grid_1_AutoML_20190416_021340_model_8	supply_area	6.891118934263763e+20	1.0	0.27033462218253407
-199	XGBoost_grid_1_AutoML_20190416_021340_model_8	city	5.807302351189149e+20	0.8427226995480078	0.22781712258695588
-200	XGBoost_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	4.516783915279623e+20	0.6554500014245059	0.17719082849463524
-201	XGBoost_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	1.5158984404333756e+20	0.21997856297271004	0.05946782170948435
-202	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	1.3916457979718979e+20	0.20194772594221366	0.05459346219321027
-203	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	1.1178071494184718e+20	0.16220981818504873	0.043850929913352696
-204	XGBoost_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	8.952164739528943e+19	0.1299087249099319	0.035118826066741195
-205	XGBoost_grid_1_AutoML_20190416_021340_model_8	floor	7.793813406699487e+19	0.1130993889533292	0.03057468058177372
-206	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	6.9611774402405335e+19	0.10101664920668295	0.027308297697434217
-207	XGBoost_grid_1_AutoML_20190416_021340_model_8	bathroom_count	5.5822944214001385e+19	0.08100708280688734	0.02189901912470914
-208	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	4.330740566516669e+19	0.06284524484091435	0.01698924552003743
-209	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_district	4.082442693467177e+19	0.0592420872779979	0.01601518728160227
-210	XGBoost_grid_1_AutoML_20190416_021340_model_8	room_count	1.88087582771548e+19	0.02729420063211302	0.007378567415656556
-211	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	1.376505984652306e+19	0.019975072231130632	0.005399953604671527
-212	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	7.02388698641911e+18	0.010192665448705583	0.002755430363108793
-213	XGBoost_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.567980706101199e+18	0.006628793886270714	0.0017919924907708851
-214	XGBoost_grid_1_AutoML_20190416_021340_model_8	heat_type_central	3.8593806463716557e+18	0.005600513767339275	0.0015140127733217436
-215	XGBoost_2_AutoML_20190416_015849	supply_area	8.073467240310825e+20	1.0	0.29477427704454456
-216	XGBoost_2_AutoML_20190416_015849	city	4.3536174452488274e+20	0.5392500292205576	0.1589570375097394
-217	XGBoost_2_AutoML_20190416_015849	exclusive_use_area	4.014123790807408e+20	0.49719948955324755	0.1465616200799751
-218	XGBoost_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.69564026815522e+20	0.2100262771475541	0.06191034400652741
-219	XGBoost_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.685651952684782e+20	0.20878909921976535	0.061545655777288016
-220	XGBoost_2_AutoML_20190416_015849	total_household_count_in_sites	1.3611887981169213e+20	0.16860027514826656	0.049699024216341564
-221	XGBoost_2_AutoML_20190416_015849	heat_fuel_cogeneration	1.2339958856409101e+20	0.1528458404438143	0.045055022116091165
-222	XGBoost_2_AutoML_20190416_015849	floor	9.686937574046066e+19	0.11998485019768437	0.03536844747332039
-223	XGBoost_2_AutoML_20190416_015849	total_household_count_of_area_type	9.132508395935367e+19	0.11311755066443757	0.033344144218159226
-224	XGBoost_2_AutoML_20190416_015849	bathroom_count	8.644275095472597e+19	0.10707016995513065	0.03156153194156015
-225	XGBoost_2_AutoML_20190416_015849	heat_type_individual	7.938234698812516e+19	0.09832497565825135	0.028983673615083482
-226	XGBoost_2_AutoML_20190416_015849	heat_fuel_gas	5.523275715853681e+19	0.06841268505154716	0.020166299776745934
-227	XGBoost_2_AutoML_20190416_015849	heat_type_district	2.6466043126010085e+19	0.032781508041384154	0.009663145333328937
-228	XGBoost_2_AutoML_20190416_015849	room_count	2.465033821120312e+19	0.0305325301725682	0.009000204507959535
-229	XGBoost_2_AutoML_20190416_015849	front_door_structure_stairway	1.7538176933748015e+19	0.021723227966021698	0.006403448818757878
-230	XGBoost_2_AutoML_20190416_015849	front_door_structure_corridor	1.0135457614025196e+19	0.012554033245368051	0.0037006060738965446
-231	XGBoost_2_AutoML_20190416_015849	heat_type_central	5.893668747658396e+18	0.007300046649389131	0.002151865973465131
-232	XGBoost_2_AutoML_20190416_015849	front_door_structure_mixed	3.1596948771643064e+18	0.00391367770886336	0.0011536515172155465
-233	GBM_1_AutoML_20190416_021340	supply_area	4.6325499992323444e+20	1.0	0.24196870679539226
-234	GBM_1_AutoML_20190416_021340	city	3.179318268004527e+20	0.6862998280712284	0.16606308187229515
-235	GBM_1_AutoML_20190416_021340	exclusive_use_area	2.9590672653219267e+20	0.6387556023814683	0.15455886706655567
-236	GBM_1_AutoML_20190416_021340	apartment_building_count_in_sites	1.5552764378314755e+20	0.3357279334468487	0.08123565389122349
-237	GBM_1_AutoML_20190416_021340	total_household_count_in_sites	1.1154557778317751e+20	0.24078655988961076	0.05826281251020038
-238	GBM_1_AutoML_20190416_021340	total_parking_capacity_in_site	8.885751598383366e+19	0.1918112400266768	0.046412317698075564
-239	GBM_1_AutoML_20190416_021340	floor	8.69748969903835e+19	0.1877473465041846	0.045428982637883954
-240	GBM_1_AutoML_20190416_021340	room_count	6.7733122446908195e+19	0.14621131441243415	0.03537856266723119
-241	GBM_1_AutoML_20190416_021340	bathroom_count	5.565279259057979e+19	0.1201342513298334	0.029068729436112415
-242	GBM_1_AutoML_20190416_021340	heat_fuel_gas	5.484702209123392e+19	0.11839488424371582	0.028647857031642077
-243	GBM_1_AutoML_20190416_021340	total_household_count_of_area_type	5.001941397934388e+19	0.10797382432490216	0.026126286639649443
-244	GBM_1_AutoML_20190416_021340	heat_fuel_cogeneration	4.792292678015176e+19	0.10344826669564931	0.02503124331257111
-245	GBM_1_AutoML_20190416_021340	heat_type_individual	3.776785937624518e+19	0.08152714894065613	0.019727018797885895
-246	GBM_1_AutoML_20190416_021340	heat_type_district	3.6573462094015365e+19	0.07894887718443605	0.019103157715266238
-247	GBM_1_AutoML_20190416_021340	heat_type_central	1.493213426480264e+19	0.03223307739209945	0.007799396052602098
-248	GBM_1_AutoML_20190416_021340	front_door_structure_stairway	1.2930086318343455e+19	0.027911379953775108	0.006753680512289798
-249	GBM_1_AutoML_20190416_021340	front_door_structure_mixed	8.853048824038425e+18	0.01911053054042688	0.0046241503610409415
-250	GBM_1_AutoML_20190416_021340	front_door_structure_corridor	7.293371239073055e+18	0.015743750721053485	0.003809495002082336
-251	XGBoost_grid_1_AutoML_20190416_015849_model_3	supply_area	7.296843298881478e+20	1.0	0.23413702836448586
-252	XGBoost_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	6.864965686802692e+20	0.940813089388258	0.22027918099577815
-253	XGBoost_grid_1_AutoML_20190416_015849_model_3	city	4.9219224601020596e+20	0.6745276359239527	0.1579318962249561
-254	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.363516704176126e+20	0.3239094780257136	0.07583920264403232
-255	XGBoost_grid_1_AutoML_20190416_015849_model_3	floor	1.893862863238584e+20	0.25954550285174566	0.06076921276307392
-256	XGBoost_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	1.748343466872663e+20	0.23960271520983104	0.05609986772729204
-257	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	1.3508677264474531e+20	0.18513042847645167	0.04334588838332038
-258	XGBoost_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1561731563143666e+20	0.15844840144663577	0.0370986378638184
-259	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	1.1517658739055893e+20	0.15784440294642776	0.03695721944984309
-260	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_district	6.9340797562716684e+19	0.09502848659686282	0.022249687461763833
-261	XGBoost_grid_1_AutoML_20190416_015849_model_3	room_count	4.599667036921843e+19	0.06303639599368838	0.014759154436769176
-262	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	3.879753002542485e+19	0.05317029355882161	0.012449134531129854
-263	XGBoost_grid_1_AutoML_20190416_015849_model_3	bathroom_count	2.719651467103935e+19	0.03727161672117621	0.008726665581436279
-264	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.7641072530410177e+19	0.02417630721645667	0.0056605687284880385
-265	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.5488660871294484e+19	0.021226522534297423	0.004969914908692193
-266	XGBoost_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.289616418560331e+19	0.017673620848593724	0.004138049065930357
-267	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.1311885577722266e+19	0.015502437306631275	0.0036296946033813906
-268	XGBoost_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	2.9886966297893274e+18	0.004095876130774879	0.0009589962658086583
-269	GBM_grid_1_AutoML_20190416_021340_model_7	supply_area	4.767797670010652e+21	1.0	0.2195209083265924
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-271	GBM_grid_1_AutoML_20190416_021340_model_7	city	3.477136948500399e+21	0.729296247273981	0.16009577464075944
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-273	GBM_grid_1_AutoML_20190416_021340_model_7	floor	1.3709373848681322e+21	0.2875410157379999	0.06312126495595674
-274	GBM_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	1.2965857697700124e+21	0.2719464749784811	0.059697937203491105
-275	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	1.0389720601538163e+21	0.2179144611544506	0.04783678045012493
-276	GBM_grid_1_AutoML_20190416_021340_model_7	room_count	8.373571638355076e+20	0.17562766329252325	0.03855394417325163
-277	GBM_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	7.629052029081905e+20	0.1600120759542395	0.03512599625669834
-278	GBM_grid_1_AutoML_20190416_021340_model_7	bathroom_count	6.330662849136107e+20	0.13277960365130098	0.029147899200778517
-279	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	5.468365665357896e+20	0.11469374423654348	0.025177674914183896
-280	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	5.1250840614173934e+20	0.10749374063530559	0.023597123583685417
-281	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_district	4.303824873712433e+20	0.09026861397209454	0.01981584813253672
-282	GBM_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	3.916003021300957e+20	0.08213442122203579	0.018030222751540245
-283	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	2.0894997588171398e+20	0.04382526070600793	0.009620561037832579
-284	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	1.3256694708058037e+20	0.027804650334560903	0.0061037020971461
-285	GBM_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	1.2768370807837137e+20	0.02678043761829476	0.00587886599135171
-286	GBM_grid_1_AutoML_20190416_021340_model_7	heat_type_central	9.429263945444203e+19	0.019776980060949474	0.004341460626936536
-287	GBM_2_AutoML_20190416_020809	city	3.273964932610927e+20	1.0	0.18074029716129886
-288	GBM_2_AutoML_20190416_020809	exclusive_use_area	3.176598867885781e+20	0.9702605047001838	0.17536517194338305
-289	GBM_2_AutoML_20190416_020809	supply_area	3.129039448445865e+20	0.955733953433189	0.17273963875065754
-290	GBM_2_AutoML_20190416_020809	bathroom_count	1.2881823695246878e+20	0.3934624823538919	0.07111452598246475
-291	GBM_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.1466556077424771e+20	0.35023454170843554	0.06330149514453397
-292	GBM_2_AutoML_20190416_020809	total_household_count_in_sites	1.0941050212389696e+20	0.3341834881433629	0.06040042295343081
-293	GBM_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.0593871059631053e+20	0.32357924650043934	0.05848380916771858
-294	GBM_2_AutoML_20190416_020809	room_count	9.517985737712704e+19	0.29071740026617465	0.05254434931406868
-295	GBM_2_AutoML_20190416_020809	heat_type_individual	6.193978688406343e+19	0.18918891362305335	0.03419406046785396
-296	GBM_2_AutoML_20190416_020809	floor	5.774635948688854e+19	0.17638050704726663	0.03187906525718354
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-298	GBM_2_AutoML_20190416_020809	total_household_count_of_area_type	4.031543221584868e+19	0.12313947475209475	0.022256265258979866
-299	GBM_2_AutoML_20190416_020809	heat_fuel_cogeneration	3.5266164758822257e+19	0.1077169899028153	0.019468800764355466
-300	GBM_2_AutoML_20190416_020809	heat_fuel_gas	2.3648313682392252e+19	0.07223142021723843	0.013055128354446324
-301	GBM_2_AutoML_20190416_020809	front_door_structure_stairway	1.49058284491081e+19	0.04552836928898006	0.00822881099455961
-302	GBM_2_AutoML_20190416_020809	heat_type_central	1.315838561419998e+19	0.04019097908817981	0.007264129503601169
-303	GBM_2_AutoML_20190416_020809	front_door_structure_corridor	5.840671737443779e+18	0.017839750448353002	0.003224361797318736
-304	GBM_2_AutoML_20190416_020809	front_door_structure_mixed	5.33060664405105e+18	0.01628180739187084	0.002942778706329768
-305	GBM_grid_1_AutoML_20190416_015849_model_7	supply_area	4.226008160913517e+21	1.0	0.2035357422064216
-306	GBM_grid_1_AutoML_20190416_015849_model_7	exclusive_use_area	3.56090390156949e+21	0.8426164280761222	0.17150256008379738
-307	GBM_grid_1_AutoML_20190416_015849_model_7	city	2.7547058065496196e+21	0.6518458322035392	0.1326739252617099
-308	GBM_grid_1_AutoML_20190416_015849_model_7	total_parking_capacity_in_site	1.5348527894432108e+21	0.3631921025707221	0.07392257416024273
-309	GBM_grid_1_AutoML_20190416_015849_model_7	apartment_building_count_in_sites	1.5207641224339123e+21	0.3598583023335136	0.07324402665459455
-310	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_in_sites	1.345381990257595e+21	0.3183576413081914	0.06479715881074848
-311	GBM_grid_1_AutoML_20190416_015849_model_7	floor	9.042147187849387e+20	0.213964262338168	0.043549374940648526
-312	GBM_grid_1_AutoML_20190416_015849_model_7	total_household_count_of_area_type	8.356883690673343e+20	0.1977488772493727	0.040248964501437626
-313	GBM_grid_1_AutoML_20190416_015849_model_7	bathroom_count	8.052332691684506e+20	0.19054228920239163	0.03878216625451941
-314	GBM_grid_1_AutoML_20190416_015849_model_7	room_count	7.135546174539762e+20	0.16884837659653984	0.034366679650926116
-315	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_gas	6.315243649911897e+20	0.14943756399530378	0.03041588550130378
-316	GBM_grid_1_AutoML_20190416_015849_model_7	heat_fuel_cogeneration	5.835587771598803e+20	0.13808747047798767	0.02810573579314455
-317	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_individual	4.749861380807207e+20	0.11239593488575875	0.022876590027957538
-318	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_district	4.363404330189057e+20	0.10325120454206221	0.021015310550175678
-319	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_corridor	1.3883343328318272e+20	0.03285214509693984	0.006686585735378703
-320	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_stairway	1.3698513664470522e+20	0.03241478279944773	0.006597566875545542
-321	GBM_grid_1_AutoML_20190416_015849_model_7	heat_type_central	1.0759539314439225e+20	0.025460289958629385	0.005182079013520335
-322	GBM_grid_1_AutoML_20190416_015849_model_7	front_door_structure_mixed	5.1846692353544815e+19	0.012268478994687353	0.0024970739779275834
-323	DRF_1_AutoML_20190416_021340	supply_area	9.973245300184984e+20	1.0	0.2317116818016925
-324	DRF_1_AutoML_20190416_021340	exclusive_use_area	7.764448529754148e+20	0.7785277806823956	0.1803939813912571
-325	DRF_1_AutoML_20190416_021340	city	6.675545693850373e+20	0.669345382864147	0.15509514436964925
-326	DRF_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.4987020986158363e+20	0.25054052351138806	0.0580531660623002
-327	DRF_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.4683844288743316e+20	0.24750062337567771	0.057348785689345566
-328	DRF_1_AutoML_20190416_021340	total_household_count_in_sites	2.2599112188266073e+20	0.2265973763610016	0.05250525916845876
-329	DRF_1_AutoML_20190416_021340	floor	2.2293666098851296e+20	0.22353472142551023	0.0517956062425778
-330	DRF_1_AutoML_20190416_021340	room_count	1.412621753041027e+20	0.1416411319006488	0.03281990488499469
-331	DRF_1_AutoML_20190416_021340	total_household_count_of_area_type	1.4070406320184361e+20	0.14108152258045215	0.032690236868260024
-332	DRF_1_AutoML_20190416_021340	bathroom_count	1.4044575713415345e+20	0.14082252356868075	0.032630223771657495
-333	DRF_1_AutoML_20190416_021340	heat_type_district	1.2819366157133388e+20	0.12853755995448757	0.029783654191740196
-334	DRF_1_AutoML_20190416_021340	heat_fuel_cogeneration	1.2718923570912795e+20	0.12753043957193036	0.029550292634121098
-335	DRF_1_AutoML_20190416_021340	heat_type_individual	7.457215074237258e+19	0.07477220152299816	0.017325592566908975
-336	DRF_1_AutoML_20190416_021340	heat_fuel_gas	5.3038228706519155e+19	0.05318051156882244	0.01232254577468621
-337	DRF_1_AutoML_20190416_021340	front_door_structure_corridor	3.4951766005929476e+19	0.03504552926747043	0.00812045852619601
-338	DRF_1_AutoML_20190416_021340	front_door_structure_stairway	2.8767241798108054e+19	0.028844414162333378	0.006683587716138823
-339	DRF_1_AutoML_20190416_021340	front_door_structure_mixed	2.8151227214507016e+19	0.028226747028858166	0.0065404670258476525
-340	DRF_1_AutoML_20190416_021340	heat_type_central	1.9925734547626394e+19	0.019979188266087078	0.004629411314167677
-341	GBM_4_AutoML_20190416_015849	supply_area	4.6469530737906287e+20	1.0	0.25392549877188986
-342	GBM_4_AutoML_20190416_015849	exclusive_use_area	3.8462510591660104e+20	0.8276931137650876	0.21017238674285846
-343	GBM_4_AutoML_20190416_015849	city	3.4325954333920304e+20	0.7386765863318654	0.1875688206154359
-344	GBM_4_AutoML_20190416_015849	apartment_building_count_in_sites	1.3456532265820278e+20	0.28957753719779805	0.07353112056608636
-345	GBM_4_AutoML_20190416_015849	total_parking_capacity_in_site	9.112229003472667e+19	0.19609040286777865	0.04979235335258152
-346	GBM_4_AutoML_20190416_015849	floor	6.736081461560371e+19	0.14495695038438577	0.03680826592680725
-347	GBM_4_AutoML_20190416_015849	total_household_count_in_sites	5.467916185004461e+19	0.11766669682644662	0.02987857468049621
-348	GBM_4_AutoML_20190416_015849	heat_type_individual	5.324246958844831e+19	0.11457501021205102	0.02909351661488943
-349	GBM_4_AutoML_20190416_015849	heat_fuel_gas	4.523272529219315e+19	0.09733845936020127	0.024716716842726444
-350	GBM_4_AutoML_20190416_015849	heat_fuel_cogeneration	3.968723724243514e+19	0.08540485908126748	0.021686471439753816
-351	GBM_4_AutoML_20190416_015849	total_household_count_of_area_type	3.965426068969488e+19	0.0853338952642962	0.021668451917134627
-352	GBM_4_AutoML_20190416_015849	bathroom_count	3.8485554596159685e+19	0.08281890086909381	0.02102983071092435
-353	GBM_4_AutoML_20190416_015849	heat_type_district	2.4846572449458815e+19	0.05346852454696919	0.013577021764186188
-354	GBM_4_AutoML_20190416_015849	room_count	2.4258738348877677e+19	0.05220353630360475	0.013255808993549298
-355	GBM_4_AutoML_20190416_015849	front_door_structure_stairway	1.2482513617582817e+19	0.026861716525578207	0.006820874766626563
-356	GBM_4_AutoML_20190416_015849	heat_type_central	5.328988712690778e+18	0.011467705027509127	0.002911942718879164
-357	GBM_4_AutoML_20190416_015849	front_door_structure_corridor	4.245012359581532e+18	0.00913504460271809	0.0023196207570486517
-358	GBM_4_AutoML_20190416_015849	front_door_structure_mixed	2.2742397464965284e+18	0.004894045001925052	0.0012427228181258936
-359	XGBoost_2_AutoML_20190416_020809	supply_area	7.036118657453932e+20	1.0	0.25945025067745703
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-361	XGBoost_2_AutoML_20190416_020809	city	4.098626449096877e+20	0.5825124118330308	0.15113299127280996
-362	XGBoost_2_AutoML_20190416_020809	total_parking_capacity_in_site	1.6520311740915778e+20	0.23479296676463052	0.06091709408438723
-363	XGBoost_2_AutoML_20190416_020809	total_household_count_in_sites	1.448782403494394e+20	0.2059064768556143	0.05342248703630114
-364	XGBoost_2_AutoML_20190416_020809	apartment_building_count_in_sites	1.4278785763880468e+20	0.2029355452775628	0.052651678093630104
-365	XGBoost_2_AutoML_20190416_020809	heat_fuel_cogeneration	1.0328040813969696e+20	0.14678605232201938	0.03808367807090226
-366	XGBoost_2_AutoML_20190416_020809	total_household_count_of_area_type	9.834484997619188e+19	0.13977144895361762	0.03626373746856748
-367	XGBoost_2_AutoML_20190416_020809	floor	8.117021446754009e+19	0.11536220240053782	0.029930752331523074
-368	XGBoost_2_AutoML_20190416_020809	bathroom_count	6.794430784427839e+19	0.09656503983527831	0.025053823791941585
-369	XGBoost_2_AutoML_20190416_020809	heat_type_district	5.700139198055868e+19	0.08101255074795033	0.021018726599575925
-370	XGBoost_2_AutoML_20190416_020809	heat_type_individual	5.5919868363013095e+19	0.07947544816313272	0.020619924948628028
-371	XGBoost_2_AutoML_20190416_020809	heat_fuel_gas	4.727842824832156e+19	0.06719390412530306	0.017433475269306893
-372	XGBoost_2_AutoML_20190416_020809	front_door_structure_stairway	2.429940928398911e+19	0.03453524658548328	0.00896017838381143
-373	XGBoost_2_AutoML_20190416_020809	room_count	2.071312780962562e+19	0.02943828667198857	0.007637770856562278
-374	XGBoost_2_AutoML_20190416_020809	heat_type_central	7.387318460352561e+18	0.010499138544979731	0.0027240041273923427
-375	XGBoost_2_AutoML_20190416_020809	front_door_structure_corridor	6.364506564706959e+18	0.009045479296976496	0.0023468518710983
-376	XGBoost_2_AutoML_20190416_020809	front_door_structure_mixed	3.2984730357989376e+18	0.004687915591509528	0.0012162808753719064
-377	GBM_4_AutoML_20190416_020809	supply_area	6.302385169288313e+20	1.0	0.3381956740020234
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-379	GBM_4_AutoML_20190416_020809	exclusive_use_area	2.2767545055111125e+20	0.3612528343405282	0.12217414579493623
-380	GBM_4_AutoML_20190416_020809	total_parking_capacity_in_site	1.0620772150920872e+20	0.16851988359385223	0.05699269561476538
-381	GBM_4_AutoML_20190416_020809	apartment_building_count_in_sites	9.144734965236236e+19	0.14509958880010648	0.04907205323166845
-382	GBM_4_AutoML_20190416_020809	total_household_count_in_sites	8.762670507551516e+19	0.1390373687449672	0.04702183663417204
-383	GBM_4_AutoML_20190416_020809	floor	6.283909063856095e+19	0.0997068394752791	0.03372042177895357
-384	GBM_4_AutoML_20190416_020809	heat_type_district	6.0825440645405475e+19	0.09651177928922756	0.03263986624585484
-385	GBM_4_AutoML_20190416_020809	total_household_count_of_area_type	5.551274999357322e+19	0.08808212843621221	0.02978899479401758
-386	GBM_4_AutoML_20190416_020809	heat_fuel_cogeneration	4.855643899179722e+19	0.07704454375212422	0.02605613140242803
-387	GBM_4_AutoML_20190416_020809	heat_type_individual	4.293991809283837e+19	0.06813280518316417	0.023042219970568757
-388	GBM_4_AutoML_20190416_020809	bathroom_count	3.5706143132769845e+19	0.056654968196432696	0.019160465154755755
-389	GBM_4_AutoML_20190416_020809	front_door_structure_stairway	2.606345914252316e+19	0.04135491316768622	0.013986052732040793
-390	GBM_4_AutoML_20190416_020809	heat_fuel_gas	1.7641379294154326e+19	0.027991591786743257	0.009466635250707138
-391	GBM_4_AutoML_20190416_020809	room_count	1.421407510653934e+19	0.022553485267458578	0.007627491151122858
-392	GBM_4_AutoML_20190416_020809	heat_type_central	4.333739649408172e+18	0.006876348450625643	0.0023255512989321086
-393	GBM_4_AutoML_20190416_020809	front_door_structure_corridor	4.1719069309623337e+18	0.006619568336273932	0.002238709375088615
-394	GBM_4_AutoML_20190416_020809	front_door_structure_mixed	1.3305609396525466e+18	0.002111202193950958	0.0007139994489377947
-395	XGBoost_grid_1_AutoML_20190416_021340_model_10	supply_area	9.025476832353698e+20	1.0	0.2654082302984743
-396	XGBoost_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	6.09941778570691e+20	0.6758000600968005	0.1793628979858944
-397	XGBoost_grid_1_AutoML_20190416_021340_model_10	city	4.9507870152762956e+20	0.548534676586745	0.14558561777023393
-398	XGBoost_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.6293274225109736e+20	0.29132282663289355	0.07731947586218552
-399	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	2.050794310691518e+20	0.22722282144030542	0.060306806921897695
-400	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.704344354044416e+20	0.1888370427072439	0.05011890531972702
-401	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	1.591014260093265e+20	0.17628035500461797	0.04678625705816246
-402	XGBoost_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	1.0570256188694331e+20	0.11711576446357992	0.031083487786331694
-403	XGBoost_grid_1_AutoML_20190416_021340_model_10	bathroom_count	1.035932060036597e+20	0.11477865150825972	0.030463198772852525
-404	XGBoost_grid_1_AutoML_20190416_021340_model_10	floor	8.952450612552165e+19	0.0991908879590743	0.026326078034952155
-405	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	8.236686135056033e+19	0.0912603986254767	0.024221260895521093
-406	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	6.534308763333244e+19	0.0723984880212606	0.01921515458200807
-407	XGBoost_grid_1_AutoML_20190416_021340_model_10	room_count	5.2015885202826985e+19	0.05763228488534282	0.015296082739476349
-408	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_district	4.2074149442988016e+19	0.046617093173586664	0.012372560200860723
-409	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	3.2184882378026516e+19	0.035660035448379986	0.009464466900735392
-410	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	1.0378764144089235e+19	0.011499408105380535	0.0030520375547289794
-411	XGBoost_grid_1_AutoML_20190416_021340_model_10	heat_type_central	8.493582738790547e+18	0.00941067480040892	0.0024976705446909794
-412	XGBoost_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	3.80803042969754e+18	0.0042192013789751955	0.0011198107712666891
-413	GBM_2_AutoML_20190416_021340	supply_area	6.365543228250092e+20	1.0	0.346712471523297
-414	GBM_2_AutoML_20190416_021340	city	3.10520133266824e+20	0.4878140358685255	0.16913121001973072
-415	GBM_2_AutoML_20190416_021340	exclusive_use_area	2.2010430144317594e+20	0.3457745765771562	0.11988435803498734
-416	GBM_2_AutoML_20190416_021340	apartment_building_count_in_sites	9.231065979421301e+19	0.14501615413518998	0.050278909211015105
-417	GBM_2_AutoML_20190416_021340	total_parking_capacity_in_site	8.698822307131215e+19	0.13665483047112303	0.04737993401824022
-418	GBM_2_AutoML_20190416_021340	total_household_count_in_sites	8.41468211423483e+19	0.1321911078522053	0.04583230571684081
-419	GBM_2_AutoML_20190416_021340	heat_type_individual	7.3229409550346486e+19	0.11504031458832381	0.03988591179573535
-420	GBM_2_AutoML_20190416_021340	floor	6.325840479097612e+19	0.0993762865520058	0.03445499792125331
-421	GBM_2_AutoML_20190416_021340	heat_type_district	6.248964385302118e+19	0.09816859553430413	0.03403627638366948
-422	GBM_2_AutoML_20190416_021340	total_household_count_of_area_type	4.811259253594312e+19	0.07558285414262975	0.026205518164576027
-423	GBM_2_AutoML_20190416_021340	heat_fuel_cogeneration	4.059894348809398e+19	0.06377922831144571	0.02211305387970998
-424	GBM_2_AutoML_20190416_021340	bathroom_count	3.794622655054951e+19	0.059611921857894684	0.020668196759604317
-425	GBM_2_AutoML_20190416_021340	heat_fuel_gas	3.0697669756157166e+19	0.048224744778924473	0.01672012045088112
-426	GBM_2_AutoML_20190416_021340	front_door_structure_stairway	1.605785824978482e+19	0.02522621820950099	0.008746244462602089
-427	GBM_2_AutoML_20190416_021340	front_door_structure_corridor	1.3283248353673478e+19	0.02086742305781982	0.007234995822698946
-428	GBM_2_AutoML_20190416_021340	room_count	1.1773592500457964e+19	0.018495817369061467	0.006412730552870825
-429	GBM_2_AutoML_20190416_021340	heat_type_central	6.743085460580467e+18	0.01059310292742158	0.003672760897067009
-430	GBM_2_AutoML_20190416_021340	front_door_structure_mixed	1.1566702895017492e+18	0.0018170802522689358	0.0006300043852203387
-431	GBM_4_AutoML_20190416_021340	supply_area	4.738434552283917e+20	1.0	0.2564043808855668
-432	GBM_4_AutoML_20190416_021340	city	3.558599114091439e+20	0.7510073368801096	0.1925615712532628
-433	GBM_4_AutoML_20190416_021340	exclusive_use_area	3.046667203886375e+20	0.6429691431356558	0.1648601050742212
-434	GBM_4_AutoML_20190416_021340	apartment_building_count_in_sites	1.3235059837660614e+20	0.27931291846758416	0.0716170559330217
-435	GBM_4_AutoML_20190416_021340	total_parking_capacity_in_site	9.561616997930762e+19	0.2017885209224232	0.051739460776928155
-436	GBM_4_AutoML_20190416_021340	total_household_count_in_sites	7.738088398185195e+19	0.16330474364060701	0.041872051688846036
-437	GBM_4_AutoML_20190416_021340	room_count	6.957873627701392e+19	0.1468390784114072	0.037650182989884054
-438	GBM_4_AutoML_20190416_021340	floor	5.7883411412267565e+19	0.12215724576034898	0.03132165296986831
-439	GBM_4_AutoML_20190416_021340	bathroom_count	5.1845337755219395e+19	0.10941448527600751	0.02805435335710767
-440	GBM_4_AutoML_20190416_021340	heat_fuel_cogeneration	5.042806286896962e+19	0.10642346604674191	0.027287442923410996
-441	GBM_4_AutoML_20190416_021340	heat_type_district	4.957701887883844e+19	0.10462742142326817	0.02682692921368636
-442	GBM_4_AutoML_20190416_021340	total_household_count_of_area_type	4.012070430852304e+19	0.08467079974584629	0.021709963987919523
-443	GBM_4_AutoML_20190416_021340	heat_type_individual	3.5379924629878473e+19	0.0746658505873536	0.01914465119314463
-444	GBM_4_AutoML_20190416_021340	heat_fuel_gas	2.2747670722732098e+19	0.04800672135857139	0.01230913366829041
-445	GBM_4_AutoML_20190416_021340	front_door_structure_stairway	1.289871945062626e+19	0.027221478545924202	0.006979706353357434
-446	GBM_4_AutoML_20190416_021340	front_door_structure_corridor	7.343379776683377e+18	0.015497480646100473	0.003973621930349445
-447	GBM_4_AutoML_20190416_021340	front_door_structure_mixed	5.996227893762458e+18	0.012654449117319319	0.003244656191374167
-448	GBM_4_AutoML_20190416_021340	heat_type_central	4.514888863008686e+18	0.009528228813105622	0.002443079609760366
-449	XRT_1_AutoML_20190416_020809	supply_area	9.494331108435522e+20	1.0	0.206812255042546
-450	XRT_1_AutoML_20190416_020809	exclusive_use_area	8.231987614007291e+20	0.8670423982468165	0.17931499359892136
-451	XRT_1_AutoML_20190416_020809	city	6.835119487647178e+20	0.7199158539535567	0.14888742119701528
-452	XRT_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.002703979117659e+20	0.31626282513465503	0.0654070280522244
-453	XRT_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.7439720046033633e+20	0.28901161896127675	0.05977114465087869
-454	XRT_1_AutoML_20190416_020809	room_count	2.4799319397938862e+20	0.2612013328238065	0.05401963666141001
-455	XRT_1_AutoML_20190416_020809	floor	2.4391087443122376e+20	0.2569015885853337	0.05313039685934526
-456	XRT_1_AutoML_20190416_020809	total_household_count_in_sites	2.2828718363643373e+20	0.2404457786748191	0.049727133703200255
-457	XRT_1_AutoML_20190416_020809	heat_fuel_gas	1.7674512197448054e+20	0.18615858237495642	0.038499876216488295
-458	XRT_1_AutoML_20190416_020809	total_household_count_of_area_type	1.731447579551885e+20	0.18236646265828338	0.037715619386491844
-459	XRT_1_AutoML_20190416_020809	bathroom_count	1.4676994570698149e+20	0.15458692564090099	0.03197047069188911
-460	XRT_1_AutoML_20190416_020809	heat_type_district	1.030771568182328e+20	0.1085670550573603	0.022452997479740933
-461	XRT_1_AutoML_20190416_020809	heat_fuel_cogeneration	9.588809239899616e+19	0.10099510044873147	0.020887024472050607
-462	XRT_1_AutoML_20190416_020809	front_door_structure_stairway	4.474503031262334e+19	0.04712815447616766	0.009746679903209692
-463	XRT_1_AutoML_20190416_020809	heat_type_individual	4.172101269642543e+19	0.043943077421596505	0.009087966935069561
-464	XRT_1_AutoML_20190416_020809	front_door_structure_corridor	2.5147933193469428e+19	0.026487314278649917	0.005477901195988217
-465	XRT_1_AutoML_20190416_020809	heat_type_central	2.2021658796865094e+19	0.023194534238751473	0.004796913930577735
-466	XRT_1_AutoML_20190416_020809	front_door_structure_mixed	1.0533767795814957e+19	0.011094797174764547	0.0022945400229527242
-467	GBM_3_AutoML_20190416_020809	supply_area	6.102433790082364e+20	1.0	0.3350493530209352
-468	GBM_3_AutoML_20190416_020809	city	3.591136565868028e+20	0.5884761210689938	0.1971685436324359
-469	GBM_3_AutoML_20190416_020809	exclusive_use_area	2.4261489326970372e+20	0.3975707096798	0.13320580905829105
-470	GBM_3_AutoML_20190416_020809	total_parking_capacity_in_site	9.530626602994919e+19	0.156177468381288	0.052327159737598106
-471	GBM_3_AutoML_20190416_020809	apartment_building_count_in_sites	8.69779844190343e+19	0.1425299928044944	0.047754581875224404
-472	GBM_3_AutoML_20190416_020809	heat_fuel_gas	6.401145590679339e+19	0.10489496176234536	0.03514498907362955
-473	GBM_3_AutoML_20190416_020809	total_household_count_in_sites	6.06160848353839e+19	0.0993309995987122	0.03328078715047129
-474	GBM_3_AutoML_20190416_020809	floor	5.431199533511161e+19	0.08900054831136243	0.02981957613023047
-475	GBM_3_AutoML_20190416_020809	bathroom_count	5.0670892210987205e+19	0.08303390737862197	0.027820456946007547
-476	GBM_3_AutoML_20190416_020809	heat_type_district	4.756010553517172e+19	0.07793629094750049	0.026112503858811406
-477	GBM_3_AutoML_20190416_020809	total_household_count_of_area_type	3.9339910315313725e+19	0.06446593550797503	0.021599269983836364
-478	GBM_3_AutoML_20190416_020809	heat_fuel_cogeneration	3.1947563788287345e+19	0.05235216781902381	0.01754055995700735
-479	GBM_3_AutoML_20190416_020809	room_count	2.9376210711198302e+19	0.04813851607688121	0.016128778666946935
-480	GBM_3_AutoML_20190416_020809	front_door_structure_corridor	1.530392092759556e+19	0.02507838913790002	0.00840249805546065
-481	GBM_3_AutoML_20190416_020809	heat_type_individual	1.437848727926394e+19	0.02356188985226151	0.007894395950950758
-482	GBM_3_AutoML_20190416_020809	front_door_structure_stairway	1.1921631845533352e+19	0.0195358643053339	0.006545478696206904
-483	GBM_3_AutoML_20190416_020809	heat_type_central	4.98625829392928e+18	0.008170933869094843	0.0027376661064170736
-484	GBM_3_AutoML_20190416_020809	front_door_structure_mixed	2.6730043014664684e+18	0.004380226633201032	0.0014675920995390747
-485	DRF_1_AutoML_20190416_020809	supply_area	1.1170797477099072e+21	1.0	0.2156242144548846
-486	DRF_1_AutoML_20190416_020809	city	8.535736409312503e+20	0.7641116425941271	0.1647609726901902
-487	DRF_1_AutoML_20190416_020809	exclusive_use_area	8.532812587991921e+20	0.7638499046719621	0.1647045356563303
-488	DRF_1_AutoML_20190416_020809	apartment_building_count_in_sites	3.478747477948393e+20	0.31141442543203135	0.067148490853701
-489	DRF_1_AutoML_20190416_020809	total_parking_capacity_in_site	2.8327627582411584e+20	0.25358643946849124	0.05467937680680457
-490	DRF_1_AutoML_20190416_020809	total_household_count_in_sites	2.78551524825981e+20	0.24935688378294513	0.0537673821846155
-491	DRF_1_AutoML_20190416_020809	floor	2.66502443090114e+20	0.23857065141182884	0.051441609302665704
-492	DRF_1_AutoML_20190416_020809	heat_fuel_cogeneration	2.517990171394934e+20	0.22540827336248756	0.04860348187541827
-493	DRF_1_AutoML_20190416_020809	room_count	2.208323892469962e+20	0.19768721946639733	0.042626151405212295
-494	DRF_1_AutoML_20190416_020809	bathroom_count	2.0065042231060962e+20	0.1796204995408405	0.0387305291134877
-495	DRF_1_AutoML_20190416_020809	total_household_count_of_area_type	1.8004527533892462e+20	0.16117495255645822	0.0347532225347896
-496	DRF_1_AutoML_20190416_020809	heat_fuel_gas	1.029050964426254e+20	0.09211974046936948	0.019863246674495637
-497	DRF_1_AutoML_20190416_020809	heat_type_individual	5.433164580692322e+19	0.04863721316074967	0.010487360881061423
-498	DRF_1_AutoML_20190416_020809	front_door_structure_mixed	4.485443171958705e+19	0.04015329416860508	0.00865802251288137
-499	DRF_1_AutoML_20190416_020809	heat_type_district	3.921345768202646e+19	0.03510354364799544	0.0075691740236817715
-500	DRF_1_AutoML_20190416_020809	front_door_structure_corridor	3.179746505793313e+19	0.02846481204508469	0.006137702736827323
-501	DRF_1_AutoML_20190416_020809	front_door_structure_stairway	3.11031278630391e+19	0.027843247473425883	0.006003678364330407
-502	DRF_1_AutoML_20190416_020809	heat_type_central	2.3006605711073346e+19	0.0205953118013629	0.0044408479286222905
-503	GBM_3_AutoML_20190416_021340	supply_area	3.9495949487090486e+20	1.0	0.21856462602590887
-504	GBM_3_AutoML_20190416_021340	city	3.359772931104891e+20	0.8506626564840669	0.18592476538864627
-505	GBM_3_AutoML_20190416_021340	exclusive_use_area	3.2979508227513254e+20	0.8350098847045777	0.18250362317839333
-506	GBM_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.1500419276341667e+20	0.29117971401347514	0.06364158529968629
-507	GBM_3_AutoML_20190416_021340	apartment_building_count_in_sites	9.92769103811041e+19	0.2513597259221567	0.05493834449415114
-508	GBM_3_AutoML_20190416_021340	heat_fuel_gas	8.790487272124947e+19	0.22256680460354994	0.04864523041395643
-509	GBM_3_AutoML_20190416_021340	total_household_count_in_sites	8.35578963262324e+19	0.21156067245210514	0.046239679256284166
-510	GBM_3_AutoML_20190416_021340	room_count	7.3197893149047914e+19	0.18533012650568922	0.04050660979105035
-511	GBM_3_AutoML_20190416_021340	total_household_count_of_area_type	5.1183137086182e+19	0.1295908510894555	0.02832397590474609
-512	GBM_3_AutoML_20190416_021340	floor	4.986117226587436e+19	0.12624376148286248	0.027592420516605876
-513	GBM_3_AutoML_20190416_021340	bathroom_count	4.979736100904475e+19	0.12608219742969173	0.027557108329745384
-514	GBM_3_AutoML_20190416_021340	heat_type_district	4.970477333389299e+19	0.12584777421325022	0.02750587170711205
-515	GBM_3_AutoML_20190416_021340	heat_type_individual	2.531103035028721e+19	0.06408512943475454	0.01400674234872909
-516	GBM_3_AutoML_20190416_021340	heat_fuel_cogeneration	2.1285553354255106e+19	0.05389300328433028	0.011779104108252728
-517	GBM_3_AutoML_20190416_021340	front_door_structure_stairway	1.8540422464396067e+19	0.04694259210164355	0.010259990087382508
-518	GBM_3_AutoML_20190416_021340	front_door_structure_corridor	1.299036924235953e+19	0.03289038347237485	0.0071886743634883435
-519	GBM_3_AutoML_20190416_021340	heat_type_central	5.246283448049467e+18	0.013283092358025854	0.0029032141136995284
-520	GBM_3_AutoML_20190416_021340	front_door_structure_mixed	3.4667274519068017e+18	0.008777425272533135	0.001918434672161566
-521	XGBoost_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.413198389263844e+20	1.0	0.2019751738695601
-522	XGBoost_grid_1_AutoML_20190416_015849_model_4	city	7.599362752225907e+20	0.9032667958862731	0.18243746814973047
-523	XGBoost_grid_1_AutoML_20190416_015849_model_4	supply_area	6.49953587247599e+20	0.7725404265719094	0.1560339869781255
-524	XGBoost_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	3.240229804808434e+20	0.38513650277679407	0.0777880121118573
-525	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	2.820988835887212e+20	0.3353051604592019	0.06772331808310805
-526	XGBoost_grid_1_AutoML_20190416_015849_model_4	room_count	2.6598546151882673e+20	0.3161526083329416	0.06385497803736082
-527	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	2.360621030353215e+20	0.28058544695268617	0.05667129443353702
-528	XGBoost_grid_1_AutoML_20190416_015849_model_4	bathroom_count	1.5358242299565834e+20	0.1825493895302008	0.03687044469014436
-529	XGBoost_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	1.4964826483835955e+20	0.17787321529149605	0.03592597358523761
-530	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_district	1.3035554772214612e+20	0.1549417257157444	0.03129438199108717
-531	XGBoost_grid_1_AutoML_20190416_015849_model_4	floor	1.1623613836773504e+20	0.13815927426133798	0.02790474344062598
-532	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	1.010476166830327e+20	0.12010606669156935	0.0242584437028187
-533	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	9.417183391287502e+19	0.11193345212570825	0.022607778454910007
-534	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	2.849239467748963e+19	0.03386630548716054	0.006840152939088887
-535	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	1.5195562957166608e+19	0.018061576886808945	0.0036479901320716646
-536	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.724092602774716e+18	0.010369531537384888	0.0020943879352091996
-537	XGBoost_grid_1_AutoML_20190416_015849_model_4	heat_type_central	5.953183113046655e+18	0.007076004674564151	0.0014291772744469146
-538	XGBoost_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	2.6754518143498977e+18	0.0031800650484648803	0.0006422941910802052
-539	XRT_1_AutoML_20190416_015849	supply_area	1.3856047644295477e+21	1.0	0.24183329156384445
-540	XRT_1_AutoML_20190416_015849	city	1.0793112242286389e+21	0.7789459533743668	0.18837506385486003
-541	XRT_1_AutoML_20190416_015849	exclusive_use_area	8.787476369483445e+20	0.6341979036930666	0.1533701665529843
-542	XRT_1_AutoML_20190416_015849	apartment_building_count_in_sites	3.428062278892105e+20	0.2474054915871652	0.05983088438149519
-543	XRT_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.9779581065401414e+20	0.21492117976125494	0.051975096328448996
-544	XRT_1_AutoML_20190416_015849	floor	2.7349641016611806e+20	0.19738414386783398	0.04773405721406972
-545	XRT_1_AutoML_20190416_015849	total_household_count_in_sites	2.5591331928188702e+20	0.18469431244143153	0.04466523351083249
-546	XRT_1_AutoML_20190416_015849	bathroom_count	2.3628724783231795e+20	0.17053004860992751	0.04123984296588117
-547	XRT_1_AutoML_20190416_015849	total_household_count_of_area_type	1.8613252355401345e+20	0.1343330568227687	0.032486205297283105
-548	XRT_1_AutoML_20190416_015849	room_count	1.4047756380652175e+20	0.10138357445989025	0.024517923522143374
-549	XRT_1_AutoML_20190416_015849	heat_type_district	1.4009579577717188e+20	0.1011080499819508	0.024451292530736867
-550	XRT_1_AutoML_20190416_015849	heat_fuel_gas	1.1994803684654868e+20	0.08656728089119352	0.02093485047964922
-551	XRT_1_AutoML_20190416_015849	heat_type_individual	1.1448061412236277e+20	0.08262140623447865	0.019980606623317514
-552	XRT_1_AutoML_20190416_015849	heat_fuel_cogeneration	1.1392588851591722e+20	0.08222105714454613	0.01988378888512454
-553	XRT_1_AutoML_20190416_015849	front_door_structure_stairway	7.2665865860646175e+19	0.052443429559483834	0.012682567191266592
-554	XRT_1_AutoML_20190416_015849	front_door_structure_mixed	4.138696347172104e+19	0.029869241600623403	0.007223377012794472
-555	XRT_1_AutoML_20190416_015849	front_door_structure_corridor	3.109235045006364e+19	0.02243955220727343	0.005426630771503665
-556	XRT_1_AutoML_20190416_015849	heat_type_central	1.9418263751919403e+19	0.014014287660099007	0.0033891213137643107
-557	XGBoost_grid_1_AutoML_20190416_020809_model_2	supply_area	8.618346500227313e+20	1.0	0.23948476962851303
-558	XGBoost_grid_1_AutoML_20190416_020809_model_2	city	7.929333052674041e+20	0.9200527099328045	0.2203386112843468
-559	XGBoost_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	6.259336386350185e+20	0.7262804281755314	0.17393310102731493
-560	XGBoost_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	2.0722319726833828e+20	0.24044426301828623	0.05758273893743188
-561	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	1.7653533515590087e+20	0.20483666460990477	0.04905526143557603
-562	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	1.594452652855646e+20	0.1850067936829404	0.04430630936486882
-563	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	1.49646857463476e+20	0.1736375503810725	0.041583548751870474
-564	XGBoost_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.393663885593983e+20	0.16170896419135902	0.03872683403623308
-565	XGBoost_grid_1_AutoML_20190416_020809_model_2	room_count	1.3442092599515021e+20	0.1559706679136245	0.03735259947409967
-566	XGBoost_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	8.416441332839272e+19	0.09765726328846587	0.023387427201189293
-567	XGBoost_grid_1_AutoML_20190416_020809_model_2	floor	6.99349604522273e+19	0.08114661025799175	0.019433377263769886
-568	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_district	6.962890039551957e+19	0.08079148406679063	0.019348329949681036
-569	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	6.635766858493251e+19	0.07699582348328915	0.01843932704925316
-570	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	2.3231194155186127e+19	0.026955511889169684	0.006455434554996446
-571	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	1.7902913527983636e+19	0.02077302592499784	0.004974823328135236
-572	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.363238177839933e+19	0.015817862252393507	0.003788137097530011
-573	XGBoost_grid_1_AutoML_20190416_020809_model_2	heat_type_central	3.8205604642076754e+18	0.004433055069330186	0.0010616491720290514
-574	XGBoost_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.690824086417834e+18	0.0031222045740988275	0.0007477204431611473
-575	GBM_3_AutoML_20190416_015849	supply_area	4.7151231465564615e+20	1.0	0.2628691120651018
-576	GBM_3_AutoML_20190416_015849	city	3.4413158800142474e+20	0.7298464479188633	0.19185408770830012
-577	GBM_3_AutoML_20190416_015849	exclusive_use_area	3.3681964216266785e+20	0.7143390144723012	0.18777766244779368
-578	GBM_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.0320214930007838e+20	0.21887476974052894	0.05753541637514644
-579	GBM_3_AutoML_20190416_015849	apartment_building_count_in_sites	9.258548492459888e+19	0.19635857229352685	0.051616603545170496
-580	GBM_3_AutoML_20190416_015849	total_household_count_in_sites	8.674992811524751e+19	0.18398231693821726	0.0483632682892293
-581	GBM_3_AutoML_20190416_015849	floor	5.589223543678383e+19	0.11853823049691274	0.031160039396491816
-582	GBM_3_AutoML_20190416_015849	bathroom_count	5.327604427551408e+19	0.11298971971585202	0.02970150729419074
-583	GBM_3_AutoML_20190416_015849	heat_type_individual	4.466693420072567e+19	0.09473121446116783	0.024901910230255918
-584	GBM_3_AutoML_20190416_015849	heat_type_district	4.120463805555671e+19	0.08738825429331404	0.022971672811002777
-585	GBM_3_AutoML_20190416_015849	heat_fuel_gas	4.120133512262687e+19	0.08738124931629186	0.022969831418912918
-586	GBM_3_AutoML_20190416_015849	total_household_count_of_area_type	3.920547522760881e+19	0.0831483590332975	0.021857135308753196
-587	GBM_3_AutoML_20190416_015849	room_count	2.903770186733165e+19	0.061584185534026614	0.01618858016858206
-588	GBM_3_AutoML_20190416_015849	heat_fuel_cogeneration	2.582063199952883e+19	0.054761309931822454	0.014395056917300005
-589	GBM_3_AutoML_20190416_015849	front_door_structure_stairway	1.091785359567618e+19	0.023154970201891088	0.006086726456865
-590	GBM_3_AutoML_20190416_015849	heat_type_central	8.196000466488787e+18	0.017382367780732242	0.004569287584110118
-591	GBM_3_AutoML_20190416_015849	front_door_structure_mixed	4.699382516102988e+18	0.009966616713998299	0.0026199156859019346
-592	GBM_3_AutoML_20190416_015849	front_door_structure_corridor	4.5958324351443927e+18	0.009747004038485848	0.0025621862968917357
-593	GBM_grid_1_AutoML_20190416_021340_model_12	supply_area	5.854372144907077e+21	1.0	0.34272268271486
-594	GBM_grid_1_AutoML_20190416_021340_model_12	city	2.8581802301131074e+21	0.48821293887159845	0.16732164814618017
-595	GBM_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	2.3299002532606887e+21	0.3979761100919337	0.13639544010713198
-596	GBM_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	9.755632773565325e+20	0.1666384119781673	0.05711076359650156
-597	GBM_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	9.082557142880852e+20	0.155141438194736	0.05317048989834156
-598	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	7.258353706878621e+20	0.12398176144632209	0.0424913618905973
-599	GBM_grid_1_AutoML_20190416_021340_model_12	floor	7.182010656320274e+20	0.12267772663834083	0.04204443958285241
-600	GBM_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	6.141256226245181e+20	0.10490033899856666	0.03595172559928701
-601	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	3.6215791401304483e+20	0.06186110227517714	0.021201202927447038
-602	GBM_grid_1_AutoML_20190416_021340_model_12	heat_fuel_gas	3.3506267535803993e+20	0.05723289655399216	0.01961501184652626
-603	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_district	3.22875794028887e+20	0.055151224766223306	0.018901575706890276
-604	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	3.204732643651732e+20	0.05474084264423882	0.01876092844510554
-605	GBM_grid_1_AutoML_20190416_021340_model_12	bathroom_count	3.018643907048783e+20	0.05156221422778542	0.017671540386864942
-606	GBM_grid_1_AutoML_20190416_021340_model_12	room_count	2.028574851951839e+20	0.03465059619956971	0.011875545287185863
-607	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.1024548005012308e+20	0.01883130715324093	0.006453916106586265
-608	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	8.422365501489729e+19	0.014386453906618558	0.00493056407762999
-609	GBM_grid_1_AutoML_20190416_021340_model_12	heat_type_central	2.958791727708006e+19	0.005053986413012645	0.001732115781872146
-610	GBM_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	2.8168955739993276e+19	0.004811610031401649	0.0016490478981397048
-611	XGBoost_grid_1_AutoML_20190416_015849_model_1	supply_area	6.938442618410684e+20	1.0	0.24419937973032768
-612	XGBoost_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	4.4443315525868585e+20	0.6405373362595993	0.15641882020871048
-613	XGBoost_grid_1_AutoML_20190416_015849_model_1	city	4.3576685738511355e+20	0.6280470724494225	0.15336870553359716
-614	XGBoost_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	2.434514017161157e+20	0.3508732652340945	0.08568303373412063
-615	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.9192139070160293e+20	0.2766058628089719	0.06754698012772305
-616	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.6302100024439446e+20	0.2349533017853738	0.057375450561580776
-617	XGBoost_grid_1_AutoML_20190416_015849_model_1	room_count	1.1941409640791461e+20	0.17210504283923522	0.042027944709802714
-618	XGBoost_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	1.0909358768839983e+20	0.15723065490075172	0.038395628401356775
-619	XGBoost_grid_1_AutoML_20190416_015849_model_1	floor	9.076370850658333e+19	0.1308127969030803	0.031944403864521534
-620	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	8.649875567899836e+19	0.12466595234135082	0.03044334823524846
-621	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	8.110919597024503e+19	0.1168982730433301	0.028546485768727696
-622	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_district	6.583434063252973e+19	0.0948834547652564	0.02317048080034622
-623	XGBoost_grid_1_AutoML_20190416_015849_model_1	bathroom_count	4.9632174780134195e+19	0.07153215427398449	0.017468107704481123
-624	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	2.648870845870506e+19	0.03817673491803345	0.009322734987112911
-625	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	1.590147910901275e+19	0.02291793704082709	0.005596546010068677
-626	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	1.4567769305497207e+19	0.020995733634580512	0.00512714513054774
-627	XGBoost_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	4.833372301598654e+18	0.006966076636237693	0.0017011115937231721
-628	XGBoost_grid_1_AutoML_20190416_015849_model_1	heat_type_central	4.72705447499504e+18	0.0068128465348291905	0.0016636928980032007
-629	GBM_2_AutoML_20190416_015849	supply_area	4.6790598688528505e+20	1.0	0.26077123751780273
-630	GBM_2_AutoML_20190416_015849	city	3.45876803225775e+20	0.7392014911546162	0.19276248762339437
-631	GBM_2_AutoML_20190416_015849	exclusive_use_area	2.912707281126519e+20	0.6224983998421498	0.1623296780796894
-632	GBM_2_AutoML_20190416_015849	apartment_building_count_in_sites	1.0844859657536039e+20	0.23177432991886115	0.06044007883780091
-633	GBM_2_AutoML_20190416_015849	total_parking_capacity_in_site	1.0790844609505264e+20	0.23061993032696157	0.060139044627631214
-634	GBM_2_AutoML_20190416_015849	heat_fuel_gas	9.913399146167927e+19	0.2118673285665473	0.05524890545988946
-635	GBM_2_AutoML_20190416_015849	total_household_count_in_sites	7.387021372310736e+19	0.15787405118459805	0.041169011699356564
-636	GBM_2_AutoML_20190416_015849	bathroom_count	6.616611166914137e+19	0.1414089871121121	0.03687539656536449
-637	GBM_2_AutoML_20190416_015849	room_count	5.439700957417125e+19	0.11625628031878033	0.030316294087944916
-638	GBM_2_AutoML_20190416_015849	floor	3.826597772604631e+19	0.08178133812899438	0.02132622074975973
-639	GBM_2_AutoML_20190416_015849	heat_type_individual	3.31444921462843e+19	0.07083579410239567	0.01847193768863799
-640	GBM_2_AutoML_20190416_015849	total_household_count_of_area_type	3.0238520297467675e+19	0.06462520494502916	0.01685239466835688
-641	GBM_2_AutoML_20190416_015849	heat_fuel_cogeneration	2.8240811023891694e+19	0.060355737723901785	0.0157390404175618
-642	GBM_2_AutoML_20190416_015849	heat_type_district	1.9338903201649787e+19	0.041330745371272716	0.010777869617999983
-643	GBM_2_AutoML_20190416_015849	front_door_structure_stairway	1.6958245023235703e+19	0.03624284685075701	0.009451092024440104
-644	GBM_2_AutoML_20190416_015849	heat_type_central	6.120979032805736e+18	0.013081642903420248	0.00341131620869088
-645	GBM_2_AutoML_20190416_015849	front_door_structure_corridor	4.649649955911238e+18	0.00993714567933318	0.0025913217761943997
-646	GBM_2_AutoML_20190416_015849	front_door_structure_mixed	2.3804693372920136e+18	0.005087494932770812	0.0013266723494841952
-647	DRF_1_AutoML_20190416_015849	supply_area	8.104159271771355e+20	1.0	0.19038352571033704
-648	DRF_1_AutoML_20190416_015849	city	7.944261781751333e+20	0.9802697004515962	0.18662720171899086
-649	DRF_1_AutoML_20190416_015849	exclusive_use_area	6.67112020352904e+20	0.8231723957802853	0.1567184629760757
-650	DRF_1_AutoML_20190416_015849	apartment_building_count_in_sites	2.828501930781201e+20	0.34901855157678374	0.0664473823875032
-651	DRF_1_AutoML_20190416_015849	floor	2.4945389077884253e+20	0.307809709080802	0.05860189766267623
-652	DRF_1_AutoML_20190416_015849	total_household_count_in_sites	2.2499558007440723e+20	0.2776297608786126	0.05285613271818806
-653	DRF_1_AutoML_20190416_015849	total_parking_capacity_in_site	2.151912612778077e+20	0.265531875746036	0.05055289469300946
-654	DRF_1_AutoML_20190416_015849	bathroom_count	1.9397209423661446e+20	0.23934881797333837	0.04556807184036584
-655	DRF_1_AutoML_20190416_015849	room_count	1.8112803920558634e+20	0.22350009807494384	0.04255073666811392
-656	DRF_1_AutoML_20190416_015849	heat_type_district	1.6939577514819322e+20	0.2090232551798896	0.03979458427659885
-657	DRF_1_AutoML_20190416_015849	total_household_count_of_area_type	1.4974030715574393e+20	0.18476969927938577	0.03517710679324818
-658	DRF_1_AutoML_20190416_015849	heat_fuel_gas	9.44165588129389e+19	0.11650382926433026	0.022180409774098332
-659	DRF_1_AutoML_20190416_015849	heat_fuel_cogeneration	8.183208528308915e+19	0.10097541588074295	0.0192240556854434
-660	DRF_1_AutoML_20190416_015849	heat_type_individual	4.053117838745089e+19	0.05001281074106018	0.00952161523956685
-661	DRF_1_AutoML_20190416_015849	front_door_structure_corridor	3.575069534392733e+19	0.04411400880095632	0.008398580528742901
-662	DRF_1_AutoML_20190416_015849	front_door_structure_stairway	2.625737121222099e+19	0.03239987064874383	0.006168401606666715
-663	DRF_1_AutoML_20190416_015849	front_door_structure_mixed	2.1319750364902195e+19	0.026307170984612525	0.005008451963515211
-664	DRF_1_AutoML_20190416_015849	heat_type_central	1.796558019320873e+19	0.022168345402325648	0.004220487756859297
-665	XRT_1_AutoML_20190416_021340	supply_area	9.860220430661703e+20	1.0	0.26502373966124687
-666	XRT_1_AutoML_20190416_021340	city	5.8192942407281856e+20	0.5901789195941598	0.15641142434007854
-667	XRT_1_AutoML_20190416_021340	exclusive_use_area	5.5457804318900696e+20	0.5624398025265953	0.1490598997999315
-668	XRT_1_AutoML_20190416_021340	apartment_building_count_in_sites	2.7811268774510304e+20	0.2820552437958421	0.07475133550183878
-669	XRT_1_AutoML_20190416_021340	total_parking_capacity_in_site	2.145355125430021e+20	0.21757679156530274	0.05766301496413216
-670	XRT_1_AutoML_20190416_021340	floor	1.9394063940796704e+20	0.19668996324350124	0.05212750961262588
-671	XRT_1_AutoML_20190416_021340	total_household_count_in_sites	1.56257789872735e+20	0.15847291748856854	0.04199908522784864
-672	XRT_1_AutoML_20190416_021340	total_household_count_of_area_type	1.2361198782229827e+20	0.12536432495759414	0.03322452222036938
-673	XRT_1_AutoML_20190416_021340	heat_fuel_gas	1.2253840707675174e+20	0.12427552501331696	0.03293596438739408
-674	XRT_1_AutoML_20190416_021340	heat_type_individual	1.0732930253437744e+20	0.10885081453211969	0.028848049932475153
-675	XRT_1_AutoML_20190416_021340	bathroom_count	9.67953654137718e+19	0.09816754716027785	0.02601673046178865
-676	XRT_1_AutoML_20190416_021340	room_count	9.568850904832226e+19	0.09704499987724996	0.025719228782894028
-677	XRT_1_AutoML_20190416_021340	heat_fuel_cogeneration	8.0543976624824e+19	0.08168577689638812	0.021648670070215058
-678	XRT_1_AutoML_20190416_021340	front_door_structure_stairway	4.087183787606147e+19	0.04145124154523453	0.010985563047919695
-679	XRT_1_AutoML_20190416_021340	front_door_structure_corridor	3.458817950085651e+19	0.03507850533777099	0.009296636666343075
-680	XRT_1_AutoML_20190416_021340	heat_type_district	3.2901405518545814e+19	0.03336781946196091	0.008843264298150213
-681	XRT_1_AutoML_20190416_021340	front_door_structure_mixed	1.212567481536951e+19	0.012297569715239902	0.003259147914677773
-682	XRT_1_AutoML_20190416_021340	heat_type_central	8.133815937112474e+18	0.008249121806465158	0.0021862131100705367
-683	XGBoost_3_AutoML_20190416_021340	supply_area	8.3377835024412e+20	1.0	0.26619859842624344
-684	XGBoost_3_AutoML_20190416_021340	city	6.222853007243834e+20	0.7463437981355427	0.19867567300780065
-685	XGBoost_3_AutoML_20190416_021340	exclusive_use_area	5.4932909782330665e+20	0.6588430818124144	0.17538310496129156
-686	XGBoost_3_AutoML_20190416_021340	apartment_building_count_in_sites	1.6588657383698334e+20	0.19895764118655013	0.052962245230051094
-687	XGBoost_3_AutoML_20190416_021340	total_parking_capacity_in_site	1.6323219443785767e+20	0.19577408599067764	0.05211478729889725
-688	XGBoost_3_AutoML_20190416_021340	heat_fuel_cogeneration	1.4370573874176511e+20	0.17235484550503122	0.04588061830541104
-689	XGBoost_3_AutoML_20190416_021340	total_household_count_in_sites	1.297062113391537e+20	0.15556437907170093	0.04141101967393563
-690	XGBoost_3_AutoML_20190416_021340	bathroom_count	9.981732474420252e+19	0.11971685846121723	0.03186845993036899
-691	XGBoost_3_AutoML_20190416_021340	heat_type_individual	8.62302285512164e+19	0.1034210453245389	0.02753053731316925
-692	XGBoost_3_AutoML_20190416_021340	room_count	7.64843422005634e+19	0.09173222377166514	0.02441898939853979
-693	XGBoost_3_AutoML_20190416_021340	floor	7.085224781890873e+19	0.08497731777056104	0.02262084288854486
-694	XGBoost_3_AutoML_20190416_021340	heat_type_district	6.3245241437768385e+19	0.0758537822662953	0.02019217052461725
-695	XGBoost_3_AutoML_20190416_021340	total_household_count_of_area_type	4.9916970281960735e+19	0.059868393401370595	0.015936882413475816
-696	XGBoost_3_AutoML_20190416_021340	heat_fuel_gas	1.8288666187472568e+19	0.02193468585759977	0.005838982632213004
-697	XGBoost_3_AutoML_20190416_021340	front_door_structure_stairway	1.6939858989796033e+19	0.020316981107552447	0.005408351895082928
-698	XGBoost_3_AutoML_20190416_021340	front_door_structure_mixed	1.5969848941051118e+19	0.01915359032334594	0.005098658898905148
-699	XGBoost_3_AutoML_20190416_021340	heat_type_central	1.492947454617505e+19	0.017905807390901772	0.004766500831148323
-700	XGBoost_3_AutoML_20190416_021340	front_door_structure_corridor	1.1568896420714906e+19	0.013875266031227216	0.0036935763703039503
-701	GBM_grid_1_AutoML_20190416_015849_model_8	supply_area	5.779296576168857e+21	1.0	0.23762301109248513
-702	GBM_grid_1_AutoML_20190416_015849_model_8	exclusive_use_area	4.382943689753613e+21	0.7583870514323219	0.18021021473489973
-703	GBM_grid_1_AutoML_20190416_015849_model_8	city	3.793231939971582e+21	0.656348379076636	0.15596347816186212
-704	GBM_grid_1_AutoML_20190416_015849_model_8	apartment_building_count_in_sites	1.6539638516504173e+21	0.286187744451565	0.06800479357434752
-705	GBM_grid_1_AutoML_20190416_015849_model_8	total_parking_capacity_in_site	1.437249793156419e+21	0.24868939917064847	0.05909432385771046
-706	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_in_sites	1.19553428280605e+21	0.20686501671083635	0.049155888160526184
-707	GBM_grid_1_AutoML_20190416_015849_model_8	floor	8.546248092317762e+20	0.14787696010546564	0.03513896853146404
-708	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_gas	8.0250486185045e+20	0.13885857063636575	0.03299599167061177
-709	GBM_grid_1_AutoML_20190416_015849_model_8	heat_fuel_cogeneration	7.748274977592354e+20	0.13406951651421822	0.03185800220982219
-710	GBM_grid_1_AutoML_20190416_015849_model_8	room_count	7.32855778819491e+20	0.12680708961042922	0.030132282461104776
-711	GBM_grid_1_AutoML_20190416_015849_model_8	total_household_count_of_area_type	6.827010897255586e+20	0.11812875160978963	0.02807010965411446
-712	GBM_grid_1_AutoML_20190416_015849_model_8	bathroom_count	6.614504326713458e+20	0.1144517198509696	0.027196362295700948
-713	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_district	5.2482543446324884e+20	0.09081129987815229	0.021578854518269176
-714	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_individual	4.557220258590155e+20	0.078854237683216	0.018737581395688294
-715	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_corridor	2.0854276955134388e+20	0.03608445540090081	0.008574496945994539
-716	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_stairway	1.8326548980998288e+20	0.03171069132629132	0.007535189956777694
-717	GBM_grid_1_AutoML_20190416_015849_model_8	heat_type_central	1.0623596576390303e+20	0.018382161974862296	0.004368024678856562
-718	GBM_grid_1_AutoML_20190416_015849_model_8	front_door_structure_mixed	9.150703114351804e+19	0.015833593230160686	0.00376242609976437
-719	XGBoost_grid_1_AutoML_20190416_020809_model_1	supply_area	9.936604998779116e+20	1.0	0.26723330202346696
-720	XGBoost_grid_1_AutoML_20190416_020809_model_1	city	7.252614432103491e+20	0.7298885719010266	0.19505053317830404
-721	XGBoost_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	6.638427588671538e+20	0.6680780396812779	0.17853270055339268
-722	XGBoost_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.965087115423588e+20	0.1977624264691042	0.0528487062415118
-723	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.9485905707260183e+20	0.19610224729325926	0.052405051078400156
-724	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	1.6926956880551058e+20	0.17034949947825065	0.04552305924361778
-725	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.610068884563553e+20	0.16203410367639431	0.04330090856585564
-726	XGBoost_grid_1_AutoML_20190416_020809_model_1	bathroom_count	1.073079368244265e+20	0.10799255564411701	0.028859207238730384
-727	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	1.0565271442778646e+20	0.10632677301831735	0.02841405464718462
-728	XGBoost_grid_1_AutoML_20190416_020809_model_1	room_count	7.641980526605946e+19	0.07690735948087798	0.02055220762398081
-729	XGBoost_grid_1_AutoML_20190416_020809_model_1	floor	7.612403663818772e+19	0.07660970386519428	0.020472664130935826
-730	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	7.118637620845032e+19	0.07164054142958969	0.01914473844497824
-731	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_district	6.712478465349229e+19	0.06755303714069316	0.018052421176821334
-732	XGBoost_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	3.829922695767025e+19	0.038543573949428374	0.010300126538291427
-733	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	3.527826158575105e+19	0.03550333498220529	0.009487673440139986
-734	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	2.034182053390241e+19	0.020471600246162302	0.005470693331486371
-735	XGBoost_grid_1_AutoML_20190416_020809_model_1	heat_type_central	1.0963398665833546e+19	0.011033344554986928	0.002948477097791797
-736	XGBoost_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	5.218579053564396e+18	0.00525187330502278	0.0014034754451101364
-737	GBM_grid_1_AutoML_20190416_020809_model_9	supply_area	5.161849126606688e+21	1.0	0.31039952214470196
-738	GBM_grid_1_AutoML_20190416_020809_model_9	city	3.194050809023051e+21	0.6187803499639993	0.19206912494135683
-739	GBM_grid_1_AutoML_20190416_020809_model_9	exclusive_use_area	2.7288827292362306e+21	0.5286637912701163	0.16409698818545057
-740	GBM_grid_1_AutoML_20190416_020809_model_9	apartment_building_count_in_sites	9.757618579526019e+20	0.18903339365791405	0.05867587506080785
-741	GBM_grid_1_AutoML_20190416_020809_model_9	total_parking_capacity_in_site	8.490965703204348e+20	0.1644946509466495	0.05105906104919954
-742	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_in_sites	5.399238225827526e+20	0.10459891588069126	0.03246745350622044
-743	GBM_grid_1_AutoML_20190416_020809_model_9	floor	5.247033446921006e+20	0.10165026753446234	0.03155219446857822
-744	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_gas	4.407400276423816e+20	0.08538413596216761	0.026503195001395086
-745	GBM_grid_1_AutoML_20190416_020809_model_9	heat_fuel_cogeneration	4.2792376826530365e+20	0.0829012545251615	0.02573250978980644
-746	GBM_grid_1_AutoML_20190416_020809_model_9	total_household_count_of_area_type	3.6741671100293e+20	0.0711792812984566	0.02209401490164425
-747	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_district	3.6620587602186496e+20	0.07094470741778586	0.02202120328117642
-748	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_individual	3.303614451126465e+20	0.06400060075560954	0.01986575589151505
-749	GBM_grid_1_AutoML_20190416_020809_model_9	bathroom_count	2.828930476433243e+20	0.05480459438172176	0.01701131990742065
-750	GBM_grid_1_AutoML_20190416_020809_model_9	room_count	1.566226166269241e+20	0.0303423468577597	0.009418249965397408
-751	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_stairway	1.4503402795295572e+20	0.028097300869446104	0.00872138876343199
-752	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_corridor	5.13218822594678e+19	0.009942538226258839	0.0030861591143361757
-753	GBM_grid_1_AutoML_20190416_020809_model_9	heat_type_central	4.594623357182909e+19	0.008901119045692326	0.002762903098336003
-754	GBM_grid_1_AutoML_20190416_020809_model_9	front_door_structure_mixed	4.096028259139977e+19	0.007935195622101874	0.0024630809292251524
-755	XGBoost_3_AutoML_20190416_015849	supply_area	7.189425410894274e+20	1.0	0.23538451872135874
-756	XGBoost_3_AutoML_20190416_015849	exclusive_use_area	6.47428193756551e+20	0.9005284243932633	0.21197044977071178
-757	XGBoost_3_AutoML_20190416_015849	city	5.821097439797738e+20	0.8096749193582171	0.1905849412138889
-758	XGBoost_3_AutoML_20190416_015849	apartment_building_count_in_sites	1.942425916892334e+20	0.27017818613834405	0.0635957623131838
-759	XGBoost_3_AutoML_20190416_015849	heat_fuel_cogeneration	1.4375684404222414e+20	0.19995595729303572	0.04706653677288978
-760	XGBoost_3_AutoML_20190416_015849	total_parking_capacity_in_site	1.3955547817109671e+20	0.1941121441494137	0.045690993628580756
-761	XGBoost_3_AutoML_20190416_015849	total_household_count_in_sites	1.1722167022212927e+20	0.16304734178687078	0.03837882007529946
-762	XGBoost_3_AutoML_20190416_015849	heat_type_individual	1.0065613776698632e+20	0.14000581689666067	0.03295520182841115
-763	XGBoost_3_AutoML_20190416_015849	bathroom_count	8.239188623520852e+19	0.11460148972455922	0.02697541650356611
-764	XGBoost_3_AutoML_20190416_015849	room_count	7.511650575514495e+19	0.10448193209059442	0.024593429300222257
-765	XGBoost_3_AutoML_20190416_015849	floor	7.289777045513018e+19	0.10139582273802686	0.023867006935546657
-766	XGBoost_3_AutoML_20190416_015849	total_household_count_of_area_type	4.758216613647142e+19	0.06618354516116023	0.015578581925033015
-767	XGBoost_3_AutoML_20190416_015849	heat_type_district	3.993024250631317e+19	0.055540241708059324	0.01307331306411948
-768	XGBoost_3_AutoML_20190416_015849	heat_fuel_gas	2.8084708960049824e+19	0.03906391311535484	0.009195040388030774
-769	XGBoost_3_AutoML_20190416_015849	front_door_structure_stairway	2.4306268037523177e+19	0.03380835970659272	0.007957964478294903
-770	XGBoost_3_AutoML_20190416_015849	heat_type_central	1.6046617942414066e+19	0.02231975022384726	0.0052537236644212264
-771	XGBoost_3_AutoML_20190416_015849	front_door_structure_corridor	1.534276007633512e+19	0.02134073197711453	0.0050232779255946144
-772	XGBoost_3_AutoML_20190416_015849	front_door_structure_mixed	8.720184388693787e+18	0.012129181249283043	0.002855021490846618
-773	GBM_grid_1_AutoML_20190416_021340_model_14	exclusive_use_area	7.65498924449835e+20	1.0	0.20264853791401577
-774	GBM_grid_1_AutoML_20190416_021340_model_14	supply_area	6.75052992395865e+20	0.8818470814717687	0.17870502172399588
-775	GBM_grid_1_AutoML_20190416_021340_model_14	city	6.54089017605432e+20	0.8544610537180396	0.17315528324043
-776	GBM_grid_1_AutoML_20190416_021340_model_14	apartment_building_count_in_sites	2.7845066882338836e+20	0.36375056832837643	0.07371352083713777
-777	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_in_sites	1.9984239561340355e+20	0.26106162821460593	0.05290375726314226
-778	GBM_grid_1_AutoML_20190416_021340_model_14	bathroom_count	1.819686994079048e+20	0.23771254745875173	0.04817210018633212
-779	GBM_grid_1_AutoML_20190416_021340_model_14	total_parking_capacity_in_site	1.6458390764476642e+20	0.21500214094102493	0.04356986951008185
-780	GBM_grid_1_AutoML_20190416_021340_model_14	room_count	1.470508489376457e+20	0.1920980477449153	0.038928388511643874
-781	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_district	1.2541370914822318e+20	0.16383263926642114	0.03320044480993461
-782	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_individual	1.2219295811549056e+20	0.15962525120895601	0.03234782377165241
-783	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_cogeneration	1.1697978646011157e+20	0.15281508924938736	0.03096775440758818
-784	GBM_grid_1_AutoML_20190416_021340_model_14	floor	1.1015358726632007e+20	0.14389776882506738	0.029160672461488943
-785	GBM_grid_1_AutoML_20190416_021340_model_14	total_household_count_of_area_type	1.0095728080769463e+20	0.131884288250637	0.026726158187822195
-786	GBM_grid_1_AutoML_20190416_021340_model_14	heat_fuel_gas	6.789740707628397e+19	0.08869693334328578	0.017974303859473777
-787	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_stairway	3.137398595547195e+19	0.04098501637741748	0.008305553645265642
-788	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_corridor	1.5780108418469069e+19	0.020614148386701198	0.004177427030907565
-789	GBM_grid_1_AutoML_20190416_021340_model_14	heat_type_central	1.4619032935630635e+19	0.019097391869149067	0.003870058540254071
-790	GBM_grid_1_AutoML_20190416_021340_model_14	front_door_structure_mixed	5.565438688244007e+18	0.007270341617062225	0.0014733240988330809
-791	XGBoost_grid_1_AutoML_20190416_021340_model_12	supply_area	8.449281370215825e+20	1.0	0.2766229284564075
-792	XGBoost_grid_1_AutoML_20190416_021340_model_12	city	7.002564025480255e+20	0.8287762850654581	0.22925852301002939
-793	XGBoost_grid_1_AutoML_20190416_021340_model_12	exclusive_use_area	6.122282701752558e+20	0.7245921201457365	0.20043879421115068
-794	XGBoost_grid_1_AutoML_20190416_021340_model_12	apartment_building_count_in_sites	1.756448890670767e+20	0.20788145331061464	0.05750477638655617
-795	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_parking_capacity_in_site	1.4995802805022962e+20	0.17748021574809877	0.0490950970233141
-796	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_district	1.1544001278438801e+20	0.13662701918215236	0.03779416615243675
-797	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_fuel_cogeneration	1.1098303245003522e+20	0.13135203763157471	0.03633498530836244
-798	XGBoost_grid_1_AutoML_20190416_021340_model_12	floor	7.086515608541882e+19	0.08387122286544077	0.02320070328225823
-799	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_in_sites	5.816776271139648e+19	0.06884344379445216	0.019043675027445448
-800	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_individual	5.198342761957504e+19	0.06152408156606009	0.01701897161339442
-801	XGBoost_grid_1_AutoML_20190416_021340_model_12	bathroom_count	5.118968137939052e+19	0.060584657009810236	0.016759105241580724
-802	XGBoost_grid_1_AutoML_20190416_021340_model_12	total_household_count_of_area_type	3.1641283829254062e+19	0.0374484911116717	0.010359111277584373
-803	XGBoost_grid_1_AutoML_20190416_021340_model_12	room_count	2.70076449616665e+19	0.03196442842685996	0.00884209379787324
-804	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_stairway	1.968197501877171e+19	0.02329425918771239	0.006443726192727577
-805	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_mixed	1.621753482592859e+19	0.0191939812575023	0.0053094953041876855
-806	XGBoost_grid_1_AutoML_20190416_021340_model_12	front_door_structure_corridor	1.319639902970708e+19	0.015618368535133771	0.004320398841900115
-807	XGBoost_grid_1_AutoML_20190416_021340_model_12	heat_type_central	5.050360371584434e+18	0.005977266172466724	0.0016534488727911673
-808	XGBoost_3_AutoML_20190416_020809	supply_area	8.28011490921272e+20	1.0	0.2693616527510137
-809	XGBoost_3_AutoML_20190416_020809	city	5.786949599310643e+20	0.6988972571952955	0.1882561203012751
-810	XGBoost_3_AutoML_20190416_020809	exclusive_use_area	5.528853934165574e+20	0.6677267157263717	0.17985997173406176
-811	XGBoost_3_AutoML_20190416_020809	apartment_building_count_in_sites	1.6580531552964418e+20	0.20024518662798252	0.05393837442554856
-812	XGBoost_3_AutoML_20190416_020809	total_parking_capacity_in_site	1.4269337880365315e+20	0.17233260693627322	0.04641979582724536
-813	XGBoost_3_AutoML_20190416_020809	heat_fuel_cogeneration	1.1569833644426422e+20	0.1397303512243949	0.03763799834528264
-814	XGBoost_3_AutoML_20190416_020809	room_count	1.0444717469472077e+20	0.1261421801991051	0.033977866140047136
-815	XGBoost_3_AutoML_20190416_020809	bathroom_count	1.0057123787713597e+20	0.12146116204889523	0.03271697935454912
-816	XGBoost_3_AutoML_20190416_020809	total_household_count_in_sites	1.0006645648687052e+20	0.1208515311490827	0.03255276816780753
-817	XGBoost_3_AutoML_20190416_020809	heat_type_district	8.756043531068585e+19	0.10574785044741747	0.028484415771383394
-818	XGBoost_3_AutoML_20190416_020809	floor	7.668573754639988e+19	0.0926143397612476	0.024946751626533578
-819	XGBoost_3_AutoML_20190416_020809	heat_type_individual	6.510214945131463e+19	0.07862469321395515	0.02117847731115237
-820	XGBoost_3_AutoML_20190416_020809	heat_fuel_gas	5.770909483879996e+19	0.06969600720708716	0.01877343169144756
-821	XGBoost_3_AutoML_20190416_020809	total_household_count_of_area_type	4.5264641915724235e+19	0.05466668326711426	0.014725108155246082
-822	XGBoost_3_AutoML_20190416_020809	front_door_structure_stairway	2.2444238498814755e+19	0.027106192057603666	0.007301368692422524
-823	XGBoost_3_AutoML_20190416_020809	front_door_structure_corridor	1.1824823145242558e+19	0.014280989182995373	0.0038467508492509824
-824	XGBoost_3_AutoML_20190416_020809	front_door_structure_mixed	1.1634848426683793e+19	0.014051554301183053	0.0037849498902872824
-825	XGBoost_3_AutoML_20190416_020809	heat_type_central	6.877159358715658e+18	0.008305632752830411	0.0022372189654453513
-826	XGBoost_grid_1_AutoML_20190416_021340_model_4	supply_area	5.974870738011978e+20	1.0	0.2504935394855415
-827	XGBoost_grid_1_AutoML_20190416_021340_model_4	city	4.719177089908537e+20	0.7898375206488151	0.19784919616580612
-828	XGBoost_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	3.791151628787458e+20	0.6345160916483508	0.1589421816575276
-829	XGBoost_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	1.3955051717463219e+20	0.23356240376350784	0.05850587320947223
-830	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	1.2662685750175308e+20	0.21193237988590477	0.05308769196921466
-831	XGBoost_grid_1_AutoML_20190416_021340_model_4	bathroom_count	9.849286183347657e+19	0.1648451759916201	0.041292651601257925
-832	XGBoost_grid_1_AutoML_20190416_021340_model_4	room_count	8.332246010039999e+19	0.13945483300635206	0.03493253471812624
-833	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	8.099554165230508e+19	0.135560324572402	0.03395698551594979
-834	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	7.15585213120339e+19	0.11976580657516216	0.0300005607983531
-835	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	6.764091300375639e+19	0.11320899810171053	0.028358122636109415
-836	XGBoost_grid_1_AutoML_20190416_021340_model_4	floor	6.6385860063068684e+19	0.11110844564506392	0.027831947816368954
-837	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_district	6.286731730106922e+19	0.10521954374863529	0.02635681593664943
-838	XGBoost_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	5.260035039978062e+19	0.08803596379941495	0.022052440174136444
-839	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	4.1147129199377514e+19	0.06886697805460544	0.017250733086571227
-840	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	2.712240099025748e+19	0.045394121780251144	0.011370934236572818
-841	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	9.468408098709307e+18	0.015847050947013015	0.003969583882124992
-842	XGBoost_grid_1_AutoML_20190416_021340_model_4	heat_type_central	5.358026265024528e+18	0.008967601978293688	0.0022463263602403296
-843	XGBoost_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	3.582345222736052e+18	0.005995686567652855	0.0015018807499772812
-844	GBM_grid_1_AutoML_20190416_015849_model_11	supply_area	7.250339410604227e+20	1.0	0.22929535214592975
-845	GBM_grid_1_AutoML_20190416_015849_model_11	city	6.507494577442484e+20	0.8975434402318779	0.2058025391942377
-846	GBM_grid_1_AutoML_20190416_015849_model_11	exclusive_use_area	3.6456888792605996e+20	0.5028300983990452	0.11529660448198159
-847	GBM_grid_1_AutoML_20190416_015849_model_11	room_count	2.5428357916673232e+20	0.3507195522389219	0.08041836323508639
-848	GBM_grid_1_AutoML_20190416_015849_model_11	total_parking_capacity_in_site	2.141653729486276e+20	0.29538668580865723	0.06773079414171516
-849	GBM_grid_1_AutoML_20190416_015849_model_11	apartment_building_count_in_sites	1.5889482337642086e+20	0.21915501382462718	0.050251226069463986
-850	GBM_grid_1_AutoML_20190416_015849_model_11	bathroom_count	1.5658845260162584e+20	0.2159739616777142	0.04952182559724302
-851	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_in_sites	1.1984002082423597e+20	0.16528884240779118	0.03789996332568756
-852	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_individual	9.47844378114067e+19	0.13073103539508307	0.02997601879731758
-853	GBM_grid_1_AutoML_20190416_015849_model_11	floor	8.186427898355044e+19	0.11291096091834968	0.0258899585449083
-854	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_gas	7.837225644201293e+19	0.10809460358143641	0.02478559019328014
-855	GBM_grid_1_AutoML_20190416_015849_model_11	heat_fuel_cogeneration	7.42396496300401e+19	0.10239472309594004	0.023478634090168538
-856	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_district	6.916833696487676e+19	0.09540013652838417	0.02187480790004562
-857	GBM_grid_1_AutoML_20190416_015849_model_11	total_household_count_of_area_type	3.989291628557343e+19	0.055022136242651905	0.012616320105580192
-858	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_stairway	3.870596269706366e+19	0.05338503552047916	0.012240940518991238
-859	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_corridor	2.6205634792087618e+19	0.036144011070377874	0.008287653746348678
-860	GBM_grid_1_AutoML_20190416_015849_model_11	heat_type_central	1.1035133003452908e+19	0.015220160572501066	0.0034899120781892276
-861	GBM_grid_1_AutoML_20190416_015849_model_11	front_door_structure_mixed	3.615743987941376e+18	0.004986999619153068	0.0011434958338253202
-862	GBM_grid_1_AutoML_20190416_015849_model_6	city	3.13386568876529e+20	1.0	0.1722129584283133
-863	GBM_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	2.6401988657208413e+20	0.8424735224568771	0.14508485769982085
-864	GBM_grid_1_AutoML_20190416_015849_model_6	supply_area	2.5835020648494557e+20	0.8243818725579551	0.1419692411478782
-865	GBM_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	2.038479956382287e+20	0.6504681945017965	0.11201905213867788
-866	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.3700349409084257e+20	0.43717091827512394	0.07528649717498147
-867	GBM_grid_1_AutoML_20190416_015849_model_6	bathroom_count	1.1405957153766873e+20	0.3639580724424951	0.06267829639918845
-868	GBM_grid_1_AutoML_20190416_015849_model_6	room_count	9.973965524281642e+19	0.3182639753847038	0.054809180762155726
-869	GBM_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	7.9341093311851e+19	0.25317324094738264	0.04359971281843295
-870	GBM_grid_1_AutoML_20190416_015849_model_6	floor	6.44932882903639e+19	0.2057946788261164	0.03544051046945007
-871	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	6.350695159345814e+19	0.20264733048747602	0.03489849630084837
-872	GBM_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	6.120100303112818e+19	0.19528917033850524	0.033631325773004796
-873	GBM_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	6.0147604921021104e+19	0.19192783256999957	0.03305245985161361
-874	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	4.762394757832691e+19	0.15196550301774495	0.026170428853732632
-875	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.9031822798151483e+19	0.06072954200423892	0.010458414092546504
-876	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.3096180743858553e+19	0.04178922150622961	0.007196645466003895
-877	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_district	1.2248977347843195e+19	0.03908584018694548	0.006731088171250139
-878	GBM_grid_1_AutoML_20190416_015849_model_6	heat_type_central	4.5371440778665e+18	0.014477787271266519	0.0024932625774805846
-879	GBM_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	4.1264407507642614e+18	0.013167254632377163	0.0022675718746205838
-880	GBM_grid_1_AutoML_20190416_020809_model_1	supply_area	6.618927705972466e+20	1.0	0.30478842669730877
-881	GBM_grid_1_AutoML_20190416_020809_model_1	city	4.3800964999954406e+20	0.6617531864025561	0.20169471254556598
-882	GBM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	2.824971003120226e+20	0.426801912426263	0.13008428339980324
-883	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	1.1627837720642768e+20	0.1756755510435717	0.05354387481175297
-884	GBM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	1.1524839869399224e+20	0.17411944020781492	0.05306959023835603
-885	GBM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	1.0962663972163866e+20	0.1656259814149641	0.0504808822956646
-886	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	8.450987988183994e+19	0.127679110025003	0.038915115066633255
-887	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	7.423613119283121e+19	0.11215733800181202	0.03418425859213056
-888	GBM_grid_1_AutoML_20190416_020809_model_1	room_count	6.925587128458727e+19	0.10463306801507369	0.03189094818082681
-889	GBM_grid_1_AutoML_20190416_020809_model_1	floor	5.113443311911803e+19	0.07725485968516899	0.023546387138164003
-890	GBM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	4.3680865784657084e+19	0.06599387049543157	0.02011416795996853
-891	GBM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	3.990330007338615e+19	0.06028665343690059	0.01837467425187883
-892	GBM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	2.323173071686048e+19	0.03509893407038993	0.010697748894066713
-893	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	1.9975414881015824e+19	0.03017923109054565	0.009198280363021914
-894	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	1.9898132407722705e+19	0.030062471281818045	0.009162693324618349
-895	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	1.6666805172642513e+19	0.025180521548231343	0.007674731546103112
-896	GBM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	3.946716504233345e+18	0.00596277324599285	0.0018173842763989656
-897	GBM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	1.654448203015127e+18	0.0024995713452531996	0.0007618404177373982
-898	GBM_grid_1_AutoML_20190416_020809_model_4	supply_area	1.4804033903389993e+20	1.0	0.30652195180708497
-899	GBM_grid_1_AutoML_20190416_020809_model_4	city	8.878568708821431e+19	0.5997398254261169	0.18383342186605375
-900	GBM_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	8.174683354951791e+19	0.5521929636407994	0.1692592649893165
-901	GBM_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	2.6455657139174113e+19	0.17870573190943587	0.05477722974399394
-902	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	2.5314531195310047e+19	0.1709975224355116	0.05241449433110881
-903	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_district	2.2009060592634036e+19	0.14866934739722634	0.045570418538083385
-904	GBM_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	2.1505288554042884e+19	0.14526640977982605	0.044527343457720095
-905	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	1.376985591624342e+19	0.09301421495049565	0.028510898712429667
-906	GBM_grid_1_AutoML_20190416_020809_model_4	floor	1.3402826840263885e+19	0.09053496450852329	0.027750954027937723
-907	GBM_grid_1_AutoML_20190416_020809_model_4	bathroom_count	1.3291099966207427e+19	0.08978025890067627	0.0275196201919807
-908	GBM_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	1.0658871328334938e+19	0.07199977653316608	0.022069512032620017
-909	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	6.227876851793002e+18	0.04206878268744625	0.012895005379504129
-910	GBM_grid_1_AutoML_20190416_020809_model_4	room_count	5.074132362732765e+18	0.03427533600534942	0.010506142891203359
-911	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	2.8940795310505984e+18	0.019549263058549735	0.005992278269096808
-912	GBM_grid_1_AutoML_20190416_020809_model_4	heat_type_central	1.9068949732408689e+18	0.012880914659376772	0.00394828310245266
-913	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	1.14657120648115e+18	0.00774499176348546	0.00237400999207336
-914	GBM_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	7.38540723426558e+17	0.0049887802760127335	0.0015291706673401112
-915	GBM_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.0	0.0	0.0
-916	GBM_grid_1_AutoML_20190416_015849_model_9	supply_area	7.163329162115988e+20	1.0	0.3747607999901005
-917	GBM_grid_1_AutoML_20190416_015849_model_9	city	3.756479541156239e+20	0.5244041501014323	0.19652611881014145
-918	GBM_grid_1_AutoML_20190416_015849_model_9	exclusive_use_area	2.772239480983252e+20	0.3870043408928532	0.1450340563926472
-919	GBM_grid_1_AutoML_20190416_015849_model_9	apartment_building_count_in_sites	1.0191358324497606e+20	0.14227125535980764	0.05331768947423738
-920	GBM_grid_1_AutoML_20190416_015849_model_9	total_parking_capacity_in_site	8.53385773976482e+19	0.11913256457482109	0.044646215204932255
-921	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_district	7.365051370769167e+19	0.102816039917864	0.03853142137143282
-922	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_in_sites	5.8549055751723155e+19	0.08173442044428998	0.030630856792429335
-923	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_cogeneration	5.526431314225398e+19	0.07714892320532338	0.028912392178801816
-924	GBM_grid_1_AutoML_20190416_015849_model_9	floor	4.81876803840272e+19	0.06726995129425682	0.025210140762330777
-925	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_individual	4.150278602659096e+19	0.05793784577998003	0.021712833434208382
-926	GBM_grid_1_AutoML_20190416_015849_model_9	total_household_count_of_area_type	3.408171145975405e+19	0.04757803346521996	0.017830381883381603
-927	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_stairway	1.3284114768836166e+19	0.01854461028971081	0.006949792987676672
-928	GBM_grid_1_AutoML_20190416_015849_model_9	bathroom_count	1.2627982304472465e+19	0.017628650057373973	0.006606526998247
-929	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_corridor	1.0749710779998536e+19	0.015006584978461553	0.005623879791647676
-930	GBM_grid_1_AutoML_20190416_015849_model_9	front_door_structure_mixed	2.611355784008696e+18	0.0036454499366287995	0.00136617173457487
-931	GBM_grid_1_AutoML_20190416_015849_model_9	heat_type_central	2.3921719893022474e+18	0.0033394695890194438	0.0012515022947235388
-932	GBM_grid_1_AutoML_20190416_015849_model_9	room_count	2.08197886838571e+18	0.0029064403174385344	0.0010892198984867466
-933	GBM_grid_1_AutoML_20190416_015849_model_9	heat_fuel_gas	0.0	0.0	0.0
-934	XGBoost_grid_1_AutoML_20190416_021340_model_9	supply_area	4.466805922102321e+20	1.0	0.2471254641630362
-935	XGBoost_grid_1_AutoML_20190416_021340_model_9	city	4.2314646940745413e+20	0.947313307958315	0.2341052409370199
-936	XGBoost_grid_1_AutoML_20190416_021340_model_9	exclusive_use_area	3.379215463277459e+20	0.7565171897343185	0.1869546616604092
-937	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_parking_capacity_in_site	1.2051537605038807e+20	0.2698021318859249	0.0666749770744859
-938	XGBoost_grid_1_AutoML_20190416_021340_model_9	apartment_building_count_in_sites	1.185503640535989e+20	0.26540298844639004	0.06558783671007108
-939	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_in_sites	8.682208246630869e+19	0.19437173671840552	0.04803420565671143
-940	XGBoost_grid_1_AutoML_20190416_021340_model_9	total_household_count_of_area_type	6.8561103081135145e+19	0.153490221596345	0.03793134225648405
-941	XGBoost_grid_1_AutoML_20190416_021340_model_9	floor	4.3786586026691e+19	0.09802661407344661	0.024224872503231312
-942	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_cogeneration	4.363233773945356e+19	0.09768129285303226	0.024139534836351072
-943	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_individual	2.6982785003762483e+19	0.060407336862898495	0.01492819116109668
-944	XGBoost_grid_1_AutoML_20190416_021340_model_9	room_count	2.1885172020462748e+19	0.048995126276187975	0.012107943322729527
-945	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_district	1.900404913443386e+19	0.04254505224952672	0.010513965785004919
-946	XGBoost_grid_1_AutoML_20190416_021340_model_9	bathroom_count	1.863090347526901e+19	0.04170967756418729	0.010307523428140362
-947	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_fuel_gas	1.2860395972840129e+19	0.02879103367622323	0.007114997560970273
-948	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_stairway	7.577715391376392e+18	0.01696450556286965	0.004192361311520573
-949	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_corridor	5.336907395434021e+18	0.011947927643389044	0.002952637164658889
-950	XGBoost_grid_1_AutoML_20190416_021340_model_9	heat_type_central	4.308044337544954e+18	0.009644574697611565	0.002383419998802333
-951	XGBoost_grid_1_AutoML_20190416_021340_model_9	front_door_structure_mixed	1.3028940660017725e+18	0.0029168360764341423	0.0007208244692762769
-952	XGBoost_grid_1_AutoML_20190416_020809_model_6	supply_area	4.02468789852708e+20	1.0	0.23586783743966896
-953	XGBoost_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	3.326278112563765e+20	0.8264685850003641	0.1949373578558591
-954	XGBoost_grid_1_AutoML_20190416_020809_model_6	city	3.205536958397683e+20	0.7964684564909535	0.18786129242143226
-955	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	1.1452951160347322e+20	0.28456743601258555	0.06712030573803993
-956	XGBoost_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	1.103971071016399e+20	0.2742997963694081	0.06469849977979385
-957	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	9.079971971141625e+19	0.2256068594651683	0.05321340205360456
-958	XGBoost_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	7.390730684738201e+19	0.1836348773141638	0.04331356139059074
-959	XGBoost_grid_1_AutoML_20190416_020809_model_6	bathroom_count	5.738292691344346e+19	0.142577333597579	0.03362940734357521
-960	XGBoost_grid_1_AutoML_20190416_020809_model_6	floor	4.332637443976908e+19	0.10765151368786953	0.025391529730664705
-961	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	3.81922268841016e+19	0.09489487842791204	0.022382649758891905
-962	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	3.4066546995383763e+19	0.08464394719364733	0.019964784776923133
-963	XGBoost_grid_1_AutoML_20190416_020809_model_6	room_count	3.1194893103493284e+19	0.07750885010216498	0.018281844856033118
-964	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_district	1.786216012950012e+19	0.04438147896147961	0.01046816346501836
-965	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	1.6769837108746519e+19	0.041667422497242076	0.009828004836109499
-966	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	6.987595955876921e+18	0.017361833096261155	0.00409509802640359
-967	XGBoost_grid_1_AutoML_20190416_020809_model_6	heat_type_central	6.431847253861728e+18	0.0159809839073872	0.00376940011439357
-968	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	6.187235603495518e+18	0.015373205971473883	0.00362604484700615
-969	XGBoost_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	2.646205904562684e+18	0.006574934432881414	0.0015508155659913554
-970	XGBoost_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	8.919500799934695e+20	1.0	0.2344245425879374
-971	XGBoost_grid_1_AutoML_20190416_020809_model_8	supply_area	8.217264361662998e+20	0.9212695358156324	0.21596818953378105
-972	XGBoost_grid_1_AutoML_20190416_020809_model_8	city	5.816057982183455e+20	0.6520609294890178	0.1528590851349283
-973	XGBoost_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	2.7776256805844707e+20	0.311410441333758	0.07300225026677393
-974	XGBoost_grid_1_AutoML_20190416_020809_model_8	floor	2.4548120573410646e+20	0.2752185478092045	0.06451798218188914
-975	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.4231440113987905e+20	0.27166811974685084	0.06368567470738051
-976	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.6774045599452994e+20	0.18806036319404565	0.04408596462068553
-977	XGBoost_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	1.437580139225961e+20	0.16117271262944294	0.037782839435814244
-978	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	1.4110833163714429e+20	0.1582020505432069	0.03708644333506503
-979	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_district	7.256588506930925e+19	0.08135644213389223	0.019071946733819685
-980	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	6.70569799704306e+19	0.07518019390829761	0.017624082568625105
-981	XGBoost_grid_1_AutoML_20190416_020809_model_8	bathroom_count	4.857790585681792e+19	0.05446258366519076	0.012767366263869616
-982	XGBoost_grid_1_AutoML_20190416_020809_model_8	room_count	2.890357904092902e+19	0.03240492903049086	0.007596510665567394
-983	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	2.026429177000467e+19	0.022719087339678288	0.005325911657619482
-984	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	1.9697423157141963e+19	0.022083548843099134	0.0051769258362618885
-985	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	1.4714697044316914e+19	0.01649722038751838	0.0038673533433163914
-986	XGBoost_grid_1_AutoML_20190416_020809_model_8	heat_type_central	1.0503291532516262e+19	0.011775649521319806	0.0027605012527112597
-987	XGBoost_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	9.118054765832438e+18	0.01022260659015715	0.0023964298739540244
-988	GBM_grid_1_AutoML_20190416_020809_model_2	supply_area	9.227605420504504e+20	1.0	0.3750408415936733
-989	GBM_grid_1_AutoML_20190416_020809_model_2	city	5.000138726630417e+20	0.5418674183358224	0.20322241260485788
-990	GBM_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	3.5065997787376334e+20	0.3800118902944937	0.1425199791516496
-991	GBM_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	1.4065483146919831e+20	0.15242831163613868	0.05716684227872016
-992	GBM_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	9.855741636016656e+19	0.10680714212287817	0.04005704046997931
-993	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	7.791729612262526e+19	0.08443934539017736	0.03166820315875098
-994	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	6.634194996670182e+19	0.07189508755899392	0.02696359414457591
-995	GBM_grid_1_AutoML_20190416_020809_model_2	floor	6.3154769222988464e+19	0.06844112458759163	0.025668216964947813
-996	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_district	5.039330070934585e+19	0.05461146030081408	0.02048152803187679
-997	GBM_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	4.895837206440051e+19	0.05305642128521333	0.01989832489075489
-998	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	4.354993154197501e+19	0.047195268498589515	0.01770015321695039
-999	GBM_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	4.273192127918873e+19	0.04630878687577479	0.01736768640307263
-1000	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	1.7028642354715689e+19	0.01845402092819946	0.006921011539699186
-1001	GBM_grid_1_AutoML_20190416_020809_model_2	bathroom_count	1.470746555634103e+19	0.015938550562272443	0.005977607416657972
-1002	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	1.110714881604898e+19	0.012036870141161405	0.004514317907894931
-1003	GBM_grid_1_AutoML_20190416_020809_model_2	room_count	7.004443772549333e+18	0.0075907491200099195	0.0028468409382949554
-1004	GBM_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	2.8832754549181645e+18	0.0031246193606320524	0.0011718598746713303
-1005	GBM_grid_1_AutoML_20190416_020809_model_2	heat_type_central	2.001654183857488e+18	0.0021692021847939513	0.0008135394129719584
-1006	XGBoost_grid_1_AutoML_20190416_015849_model_6	supply_area	8.201676277452762e+20	1.0	0.246840765793381
-1007	XGBoost_grid_1_AutoML_20190416_015849_model_6	exclusive_use_area	7.98374146198477e+20	0.9734280154330015	0.24028171677421317
-1008	XGBoost_grid_1_AutoML_20190416_015849_model_6	city	7.341820185410074e+20	0.8951609326002637	0.22096221011136621
-1009	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_in_sites	1.4838437182418452e+20	0.1809195666892001	0.04465832438856881
-1010	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_parking_capacity_in_site	1.4519613994735501e+20	0.1770322736908233	0.043698782007986235
-1011	XGBoost_grid_1_AutoML_20190416_015849_model_6	apartment_building_count_in_sites	1.3768471631104049e+20	0.16787387316120939	0.04143811540781383
-1012	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_cogeneration	1.055048345118971e+20	0.12863813559910986	0.031753135901517064
-1013	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_individual	8.880615559667699e+19	0.10827805511028775	0.02672743804204134
-1014	XGBoost_grid_1_AutoML_20190416_015849_model_6	bathroom_count	7.72755067874459e+19	0.09421916224599608	0.02325713016121248
-1015	XGBoost_grid_1_AutoML_20190416_015849_model_6	total_household_count_of_area_type	6.181341341561337e+19	0.07536680469277322	0.018603599785764324
-1016	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_district	5.311751229097483e+19	0.06476421464841309	0.01598644833982119
-1017	XGBoost_grid_1_AutoML_20190416_015849_model_6	floor	4.616552896696576e+19	0.05628791896344344	0.013894153021852151
-1018	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_fuel_gas	3.356776893860597e+19	0.04092793692782921	0.010102683293608559
-1019	XGBoost_grid_1_AutoML_20190416_015849_model_6	room_count	2.918491547917458e+19	0.03558408609640795	0.008783603062094941
-1020	XGBoost_grid_1_AutoML_20190416_015849_model_6	heat_type_central	1.6313958697149661e+19	0.019891005381422314	0.004909911000750546
-1021	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_stairway	1.3081196599395222e+19	0.015949418334586987	0.0039369666356684424
-1022	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_corridor	1.2826370486006972e+19	0.01563871829624386	0.003860273200271792
-1023	XGBoost_grid_1_AutoML_20190416_015849_model_6	front_door_structure_mixed	1.0125572317296722e+18	0.0012345735157985869	0.00030474307206794987
-1024	XGBoost_grid_1_AutoML_20190416_021340_model_1	city	6.979421152895104e+20	1.0	0.27559463882157853
-1025	XGBoost_grid_1_AutoML_20190416_021340_model_1	supply_area	6.038627634986709e+20	0.8652046498844466	0.23844576299165438
-1026	XGBoost_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	5.196257120341008e+20	0.7445111860294561	0.20518329141241304
-1027	XGBoost_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.5555913379616706e+20	0.22288257204774098	0.061425241943121635
-1028	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.1332631163115143e+20	0.16237207806859888	0.044748874210024665
-1029	XGBoost_grid_1_AutoML_20190416_021340_model_1	bathroom_count	7.860599502189206e+19	0.11262537866666182	0.031038950555782183
-1030	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	7.361560201448653e+19	0.10547522552633229	0.02906840668355409
-1031	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	6.60869468319415e+19	0.0946882920291008	0.02609558564239219
-1032	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	5.8005351649834435e+19	0.08310911518181344	0.022904426581312844
-1033	XGBoost_grid_1_AutoML_20190416_021340_model_1	floor	4.069683520733813e+19	0.05830975709275955	0.016069856445753046
-1034	XGBoost_grid_1_AutoML_20190416_021340_model_1	room_count	3.4860513137893835e+19	0.049947570685619815	0.013765282703118657
-1035	XGBoost_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	3.288500300408265e+19	0.047117092211066476	0.012985218010231876
-1036	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	1.952716817962736e+19	0.02797820585956097	0.007710643538741478
-1037	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_district	1.5964942920167981e+19	0.022874308012700493	0.006304036655053733
-1038	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	1.0854998913962738e+19	0.015552864164759596	0.004286285982127993
-1039	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	5.686477876031914e+18	0.008147492107813454	0.0022454051447545107
-1040	XGBoost_grid_1_AutoML_20190416_021340_model_1	heat_type_central	3.3667667266570813e+18	0.00482384807121222	0.0013294266669159
-1041	XGBoost_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	2.0226178848695255e+18	0.002897973686586504	0.0007986660114692461
-1042	XGBoost_grid_1_AutoML_20190416_021340_model_11	supply_area	5.833331045973025e+20	1.0	0.22215747515498302
-1043	XGBoost_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	4.694895299198871e+20	0.8048395097411691	0.1788011133890725
-1044	XGBoost_grid_1_AutoML_20190416_021340_model_11	city	4.013980590413007e+20	0.6881112281779402	0.1528690530778056
-1045	XGBoost_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	1.989336536510932e+20	0.34102925426875064	0.07576219808233235
-1046	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	1.9162350221531283e+20	0.32849756117921336	0.07297818878614361
-1047	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	1.5471924765003455e+20	0.26523309997440186	0.058923515817842304
-1048	XGBoost_grid_1_AutoML_20190416_021340_model_11	room_count	1.2481269850029477e+20	0.21396470990011415	0.047533859723677754
-1049	XGBoost_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.0920121668261957e+20	0.18720215914714014	0.04158835901968996
-1050	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	8.284773495999142e+19	0.14202474419343034	0.03155185857954482
-1051	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	8.140171004369856e+19	0.1395458433649044	0.0310011522303199
-1052	XGBoost_grid_1_AutoML_20190416_021340_model_11	floor	7.971951002975941e+19	0.13666207078165551	0.030360500594304167
-1053	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.510540184569669e+19	0.0773235763412308	0.017178010489921413
-1054	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.140972776046251e+19	0.07098813256801062	0.015770544297276458
-1055	XGBoost_grid_1_AutoML_20190416_021340_model_11	bathroom_count	3.2763111145027404e+19	0.05616535541497349	0.012477553550172766
-1056	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.2286682900094517e+19	0.021062893230749336	0.0046792791796022555
-1057	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.085014786866099e+19	0.01860026078264711	0.00413218697269713
-1058	XGBoost_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.019711157056045e+18	0.006890936114162435	0.0015308729685766164
-1059	XGBoost_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.8492680570006405e+18	0.003170175055086685	0.0007042780860373671
-1060	XGBoost_grid_1_AutoML_20190416_021340_model_3	supply_area	3.8940120850579954e+20	1.0	0.2460347170556068
-1061	XGBoost_grid_1_AutoML_20190416_021340_model_3	city	3.768731443205012e+20	0.9678273618272252	0.23811913112583574
-1062	XGBoost_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	3.584030378237247e+20	0.9203952889591168	0.22644919449836978
-1063	XGBoost_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	1.013224506095116e+20	0.26020065782102614	0.06401839522467893
-1064	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	9.173163937884013e+19	0.23557101872084693	0.05795864893748463
-1065	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	6.337633840817137e+19	0.16275331720555633	0.040042966348530475
-1066	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	5.3898640535718986e+19	0.138414158349784	0.034054688286079056
-1067	XGBoost_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	3.829109936771773e+19	0.09833328333686321	0.024193401542933955
-1068	XGBoost_grid_1_AutoML_20190416_021340_model_3	floor	3.4073487112778285e+19	0.08750226339441577	0.021528594615970266
-1069	XGBoost_grid_1_AutoML_20190416_021340_model_3	room_count	2.3667816819645743e+19	0.06078002919010778	0.014953997284419691
-1070	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	2.1376718261360525e+19	0.05489638397216775	0.01350641629796824
-1071	XGBoost_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.1481962434353168e+19	0.029486201335664736	0.0072546292026649285
-1072	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	4.5061496697132155e+18	0.0115719971363317	0.0028471130412056622
-1073	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	4.3261137116358246e+18	0.011109656614153507	0.002733361221648209
-1074	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	3.771517572684448e+18	0.009685428525392665	0.0023829516668072877
-1075	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_central	3.120272712384119e+18	0.008013002127952171	0.0019714767113166876
-1076	XGBoost_grid_1_AutoML_20190416_021340_model_3	heat_type_district	2.2971711610054246e+18	0.005899239937698374	0.0014514178289147552
-1077	XGBoost_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	7.896118015861719e+17	0.0020277589908260694	0.0004988991095648548
-1078	GBM_grid_1_AutoML_20190416_020809_model_7	supply_area	1.6696219527611102e+20	1.0	0.3696646400715778
-1079	GBM_grid_1_AutoML_20190416_020809_model_7	city	6.963670253003027e+19	0.4170806595760777	0.15417997190300703
-1080	GBM_grid_1_AutoML_20190416_020809_model_7	exclusive_use_area	6.681896209129616e+19	0.400204141906468	0.14794132007300914
-1081	GBM_grid_1_AutoML_20190416_020809_model_7	apartment_building_count_in_sites	2.983806057044561e+19	0.17871147729641074	0.06606331393143762
-1082	GBM_grid_1_AutoML_20190416_020809_model_7	total_parking_capacity_in_site	2.655430312339492e+19	0.1590438067700366	0.05879287158525915
-1083	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_in_sites	1.8172245498277134e+19	0.10884048013518915	0.040234476914392414
-1084	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_cogeneration	1.785933658363999e+19	0.10696634980215373	0.039541677199383646
-1085	GBM_grid_1_AutoML_20190416_020809_model_7	total_household_count_of_area_type	1.629967164305834e+19	0.09762492410993412	0.0360884824331139
-1086	GBM_grid_1_AutoML_20190416_020809_model_7	floor	1.6101817824174932e+19	0.09643990244346519	0.035650421825301634
-1087	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_district	7.067212692355809e+18	0.04232822095246484	0.015647246563263134
-1088	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_individual	4.576211100390916e+18	0.027408666332058473	0.010132014774482367
-1089	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_stairway	4.313869825026818e+18	0.02583740479629431	0.009551174944405794
-1090	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_mixed	2.315139654904447e+18	0.013866250686724754	0.005125862569250374
-1091	GBM_grid_1_AutoML_20190416_020809_model_7	bathroom_count	2.0969580650467164e+18	0.012559478279372802	0.004642795017631146
-1092	GBM_grid_1_AutoML_20190416_020809_model_7	room_count	1.7897447580804055e+18	0.010719461103878301	0.00396260573072645
-1093	GBM_grid_1_AutoML_20190416_020809_model_7	front_door_structure_corridor	6.368449688282071e+17	0.003814306392983364	0.0014100141998849135
-1094	GBM_grid_1_AutoML_20190416_020809_model_7	heat_type_central	6.192736735047188e+17	0.00370906523168676	0.0013711102638734895
-1095	GBM_grid_1_AutoML_20190416_020809_model_7	heat_fuel_gas	0.0	0.0	0.0
-1096	GBM_grid_1_AutoML_20190416_021340_model_3	supply_area	1.4549672883420293e+20	1.0	0.35852996467509546
-1097	GBM_grid_1_AutoML_20190416_021340_model_3	city	6.571094464156769e+19	0.45163176635020374	0.1619235212356895
-1098	GBM_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	5.560374557588796e+19	0.38216491890515136	0.13701757487512464
-1099	GBM_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	2.404833140573995e+19	0.16528434418029844	0.05925939008030872
-1100	GBM_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	2.18659437611162e+19	0.15028477915838903	0.05388159656286174
-1101	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	1.764710774973504e+19	0.12128869075705714	0.04348563001261627
-1102	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_district	1.594692302410036e+19	0.1096033096542828	0.03929607073862356
-1103	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	1.328268870225494e+19	0.0912920091653118	0.03273092082115773
-1104	GBM_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	1.2950930859782832e+19	0.08901183527322276	0.03191341015617397
-1105	GBM_grid_1_AutoML_20190416_021340_model_3	bathroom_count	1.0684248056704008e+19	0.07343290905790033	0.0263278982905185
-1106	GBM_grid_1_AutoML_20190416_021340_model_3	floor	1.0611175613433643e+19	0.07293068166175294	0.02614783471991891
-1107	GBM_grid_1_AutoML_20190416_021340_model_3	room_count	4.930154063854567e+18	0.033884982180407634	0.012148781464157786
-1108	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	3.6304081745210245e+18	0.024951819904198418	0.008945975108831602
-1109	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	2.2657337871050998e+18	0.015572403622125131	0.0055831733205468515
-1110	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	5.121100819411763e+17	0.0035197360521055992	0.0012619308424270804
-1111	GBM_grid_1_AutoML_20190416_021340_model_3	heat_type_central	4.760054529796342e+17	0.0032715886933929214	0.0011729625786736058
-1112	GBM_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	1.5151680829626778e+17	0.0010413760468039447	0.00037336451727410885
-1113	GBM_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.0	0.0	0.0
-1114	GBM_grid_1_AutoML_20190416_015849_model_3	supply_area	1.2313319009082042e+20	1.0	0.282753227274686
-1115	GBM_grid_1_AutoML_20190416_015849_model_3	city	5.441833570170359e+19	0.4419469329233311	0.12496192156822104
-1116	GBM_grid_1_AutoML_20190416_015849_model_3	bathroom_count	5.125683515156857e+19	0.41627147898761185	0.11770210410615388
-1117	GBM_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	3.296467801467781e+19	0.2677156174575171	0.07569745482794822
-1118	GBM_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	3.1993270486653993e+19	0.25982653793876725	0.07346679213379508
-1119	GBM_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	2.5673103927360356e+19	0.20849865018866498	0.05895366622326084
-1120	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	2.336827466786747e+19	0.18978046983621175	0.05366104031989507
-1121	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	2.336039116949632e+19	0.189716445681836	0.05364293728362179
-1122	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	1.968415425081796e+19	0.15986066986731481	0.04520112031927641
-1123	GBM_grid_1_AutoML_20190416_015849_model_3	floor	1.6627149086763516e+19	0.1350338529725388	0.038181257719320794
-1124	GBM_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	1.1109054269699916e+19	0.09021982019231463	0.025509945323518843
-1125	GBM_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	7.891200450106491e+18	0.06408670517093003	0.01812072271248177
-1126	GBM_grid_1_AutoML_20190416_015849_model_3	room_count	6.535213991256392e+18	0.05307434970568176	0.0150069436647868
-1127	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	1.9221648532884685e+18	0.015610452810251408	0.0044139059113177765
-1128	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_central	1.6144177334268723e+18	0.013111150066331524	0.0037072199945379514
-1129	GBM_grid_1_AutoML_20190416_015849_model_3	heat_type_district	1.5314195863757128e+18	0.012437098277452003	0.0035166296758819917
-1130	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	1.202133720920752e+18	0.009762873194742084	0.002760483903286848
-1131	GBM_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	1.1943574249333064e+18	0.00969971966171244	0.002742627038008918
-1132	GBM_grid_1_AutoML_20190416_021340_model_8	exclusive_use_area	8.419353719238925e+19	1.0	0.17703441568926814
-1133	GBM_grid_1_AutoML_20190416_021340_model_8	city	8.405487558198716e+19	0.9983530611134055	0.17674285082580393
-1134	GBM_grid_1_AutoML_20190416_021340_model_8	supply_area	6.876083156734391e+19	0.8166996406175415	0.14458394367036173
-1135	GBM_grid_1_AutoML_20190416_021340_model_8	room_count	5.534113821870994e+19	0.6573086256282454	0.11636624846561233
-1136	GBM_grid_1_AutoML_20190416_021340_model_8	total_parking_capacity_in_site	3.85428347539203e+19	0.4577885196324121	0.08104432308237913
-1137	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_in_sites	3.03469959156408e+19	0.3604432944335785	0.0638108680191634
-1138	GBM_grid_1_AutoML_20190416_021340_model_8	apartment_building_count_in_sites	2.2657673496975376e+19	0.26911416544004685	0.04764246903238373
-1139	GBM_grid_1_AutoML_20190416_021340_model_8	total_household_count_of_area_type	1.6950898086538904e+19	0.20133253277867028	0.03564278729971232
-1140	GBM_grid_1_AutoML_20190416_021340_model_8	floor	1.5991216850025316e+19	0.18993401849222766	0.03362485798328617
-1141	GBM_grid_1_AutoML_20190416_021340_model_8	bathroom_count	1.5523714401499611e+19	0.18438130667947386	0.032641836892024406
-1142	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_cogeneration	1.3437988122608534e+19	0.15960830926846095	0.028256163770493985
-1143	GBM_grid_1_AutoML_20190416_021340_model_8	heat_fuel_gas	1.1374016780784632e+19	0.1350937038646334	0.023916234926974398
-1144	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_district	7.244579311078867e+18	0.08604673889071081	0.015233234141484012
-1145	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_stairway	5.445378615560634e+18	0.0646769193592317	0.011450040627343498
-1146	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_individual	3.123575645313958e+18	0.037099945547795755	0.006567967182157687
-1147	GBM_grid_1_AutoML_20190416_021340_model_8	heat_type_central	1.298653936848208e+18	0.015424627354480611	0.0027306898909251766
-1148	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_corridor	8.865362254757888e+17	0.010529742009175594	0.0018641267239531414
-1149	GBM_grid_1_AutoML_20190416_021340_model_8	front_door_structure_mixed	4.027862249069609e+17	0.004784051583277239	0.0008469417766728041
-1150	GBM_grid_1_AutoML_20190416_021340_model_17	supply_area	9.12655238542817e+20	1.0	0.39783364222079587
-1151	GBM_grid_1_AutoML_20190416_021340_model_17	city	5.15447567848552e+20	0.5647779644277688	0.22468767463434638
-1152	GBM_grid_1_AutoML_20190416_021340_model_17	exclusive_use_area	2.94736054511867e+20	0.32294347532859696	0.12847777902141747
-1153	GBM_grid_1_AutoML_20190416_021340_model_17	apartment_building_count_in_sites	1.1683838926477958e+20	0.1280202910480507	0.050930778665812367
-1154	GBM_grid_1_AutoML_20190416_021340_model_17	total_parking_capacity_in_site	7.743644890147324e+19	0.08484742718960499	0.03375516099190434
-1155	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_cogeneration	6.623068818606391e+19	0.07256923029534193	0.028870481201555605
-1156	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_individual	5.494863895587298e+19	0.06020744376990181	0.023952546643783806
-1157	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_in_sites	5.34557528540043e+19	0.05857168248916641	0.023301785775665083
-1158	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_district	4.221253837450641e+19	0.04625244735559147	0.01840077959310057
-1159	GBM_grid_1_AutoML_20190416_021340_model_17	floor	4.2195012159159665e+19	0.046233243811244606	0.018393139777109515
-1160	GBM_grid_1_AutoML_20190416_021340_model_17	heat_fuel_gas	3.79120405350187e+19	0.0415403746496329	0.016526158546079875
-1161	GBM_grid_1_AutoML_20190416_021340_model_17	total_household_count_of_area_type	3.1622304059535393e+19	0.0346486852034344	0.013784412632644105
-1162	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_stairway	2.088606779453525e+19	0.022884948129901505	0.009104402266552708
-1163	GBM_grid_1_AutoML_20190416_021340_model_17	bathroom_count	1.126640537875094e+19	0.012344645494764647	0.004911115279106758
-1164	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_corridor	1.0532548437419753e+19	0.01154055550509572	0.004591221229843487
-1165	GBM_grid_1_AutoML_20190416_021340_model_17	room_count	4.706574421660271e+18	0.005157012443357013	0.0020516330433186865
-1166	GBM_grid_1_AutoML_20190416_021340_model_17	front_door_structure_mixed	6.160255787173151e+17	0.0006749816937454793	0.00026853042565512584
-1167	GBM_grid_1_AutoML_20190416_021340_model_17	heat_type_central	3.642008915547259e+17	0.0003990563754788983	0.00015875805130819963
-1168	GBM_grid_1_AutoML_20190416_020809_model_5	supply_area	3.9641258129067596e+21	1.0	0.27325422040645136
-1169	GBM_grid_1_AutoML_20190416_020809_model_5	city	3.317715714140971e+21	0.8369350194029795	0.22869602625781943
-1170	GBM_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	2.7087876676989034e+21	0.6833253523082914	0.18672153642896588
-1171	GBM_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	7.742977618530659e+20	0.1953262329192573	0.053373717501280594
-1172	GBM_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	5.606837983838145e+20	0.14143945597243393	0.03864892827646004
-1173	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.9203071455794613e+20	0.12412086239945967	0.03391654949114078
-1174	GBM_grid_1_AutoML_20190416_020809_model_5	bathroom_count	4.050766906963043e+20	0.1021856292697419	0.02792265446284598
-1175	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	3.705549810713934e+20	0.09347709900248548	0.025543011813780842
-1176	GBM_grid_1_AutoML_20190416_020809_model_5	room_count	3.3157882438692005e+20	0.08364487910735217	0.02285631623147139
-1177	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	3.301669459037394e+20	0.0832887152140207	0.022758992944462174
-1178	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.165123133085288e+20	0.07984416445058311	0.02181775491094859
-1179	GBM_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	3.047464833601629e+20	0.07687608762767865	0.021006715392599372
-1180	GBM_grid_1_AutoML_20190416_020809_model_5	floor	2.7754484716396138e+20	0.07001413685214171	0.01913165838296258
-1181	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	1.4485865145027894e+20	0.036542395041710085	0.009985363668907064
-1182	GBM_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	1.0121932521491923e+20	0.025533832676389884	0.006977227541975692
-1183	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	6.231621128690231e+19	0.01572003872430273	0.004295566926368569
-1184	GBM_grid_1_AutoML_20190416_020809_model_5	heat_type_central	3.2976062358071804e+19	0.008318621535851702	0.002273098442635474
-1185	GBM_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	1.1905408551465517e+19	0.0030032872601325647	0.0008206609189241513
-1186	GBM_grid_1_AutoML_20190416_015849_model_13	supply_area	5.887218022889397e+19	1.0	0.15785894400040468
-1187	GBM_grid_1_AutoML_20190416_015849_model_13	city	5.384655007284147e+19	0.9146348897473656	0.14438329784144568
-1188	GBM_grid_1_AutoML_20190416_015849_model_13	apartment_building_count_in_sites	5.13968997388077e+19	0.8730252479010882	0.1378148437193573
-1189	GBM_grid_1_AutoML_20190416_015849_model_13	exclusive_use_area	4.813182519333618e+19	0.8175648499206334	0.12905992386032053
-1190	GBM_grid_1_AutoML_20190416_015849_model_13	total_parking_capacity_in_site	3.728260971053554e+19	0.6332806015605577	0.09996900701829066
-1191	GBM_grid_1_AutoML_20190416_015849_model_13	room_count	3.6345638886693667e+19	0.6173652605591042	0.09745662809439488
-1192	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_cogeneration	3.1538127648336118e+19	0.5357051076708295	0.08456584259254023
-1193	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_in_sites	1.5218002889977889e+19	0.2584922595156247	0.04080531511941508
-1194	GBM_grid_1_AutoML_20190416_015849_model_13	total_household_count_of_area_type	1.3149295951573156e+19	0.22335330372425366	0.03525831666491234
-1195	GBM_grid_1_AutoML_20190416_015849_model_13	floor	1.2506363124300906e+19	0.21243247788134215	0.033534366629738
-1196	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_corridor	5.943842212012884e+18	0.10096181573203733	0.015937725615822858
-1197	GBM_grid_1_AutoML_20190416_015849_model_13	bathroom_count	4.553891564102877e+18	0.0773521813936129	0.012210733670923485
-1198	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_district	1.1428838567984497e+18	0.019412969799231794	0.003064510912418479
-1199	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_individual	8.670292399316009e+17	0.01472731664702423	0.0023248386538588257
-1200	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_mixed	8.405722413882409e+17	0.014277919352062575	0.0022538972714395405
-1201	GBM_grid_1_AutoML_20190416_015849_model_13	heat_fuel_gas	6.605454917207327e+17	0.01121999370759744	0.0017711763583725172
-1202	GBM_grid_1_AutoML_20190416_015849_model_13	front_door_structure_stairway	4.2647643987797606e+17	0.007244108137661004	0.0011435472608359043
-1203	GBM_grid_1_AutoML_20190416_015849_model_13	heat_type_central	2.1894836177915085e+17	0.00371904626137309	0.000587084715509009
-1204	GBM_grid_1_AutoML_20190416_021340_model_11	supply_area	4.1106076425867986e+21	1.0	0.23381469056908838
-1205	GBM_grid_1_AutoML_20190416_021340_model_11	city	3.668224680689729e+21	0.8923801538940654	0.20865158955273638
-1206	GBM_grid_1_AutoML_20190416_021340_model_11	exclusive_use_area	2.96656864382001e+21	0.7216861597506186	0.16874082613008456
-1207	GBM_grid_1_AutoML_20190416_021340_model_11	apartment_building_count_in_sites	9.823395059458648e+20	0.23897671375117674	0.055876266378949005
-1208	GBM_grid_1_AutoML_20190416_021340_model_11	room_count	8.620887515579569e+20	0.20972294767968802	0.049036306116963364
-1209	GBM_grid_1_AutoML_20190416_021340_model_11	bathroom_count	8.507928792675815e+20	0.20697496653613454	0.04839378775619372
-1210	GBM_grid_1_AutoML_20190416_021340_model_11	total_parking_capacity_in_site	7.126995668434734e+20	0.17338058720558713	0.0405389283481612
-1211	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_cogeneration	5.643181680987304e+20	0.13728339388373392	0.03209887426119953
-1212	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_in_sites	5.627724834484959e+20	0.13690737048655516	0.03201095446694144
-1213	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_individual	4.8593674612778834e+20	0.11821530741425595	0.027640475523593916
-1214	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_district	4.46412029898078e+20	0.10860000970979358	0.02539227766609538
-1215	GBM_grid_1_AutoML_20190416_021340_model_11	heat_fuel_gas	4.271788447394389e+20	0.10392109436905926	0.024298278523502623
-1216	GBM_grid_1_AutoML_20190416_021340_model_11	floor	3.7823527210154826e+20	0.09201444287286087	0.021514328488205024
-1217	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_corridor	1.7966537208129546e+20	0.04370774048584027	0.01021951181717076
-1218	GBM_grid_1_AutoML_20190416_021340_model_11	total_household_count_of_area_type	1.6962155326388725e+20	0.04126435019158012	0.009648211271578808
-1219	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_stairway	1.5649285666266048e+20	0.03807049231392461	0.008901440380193141
-1220	GBM_grid_1_AutoML_20190416_021340_model_11	heat_type_central	4.392744666034864e+19	0.010686363301924183	0.0024986287287482646
-1221	GBM_grid_1_AutoML_20190416_021340_model_11	front_door_structure_mixed	1.2739340842133619e+19	0.003099138120153149	0.0007246240205944748
-1222	XGBoost_grid_1_AutoML_20190416_015849_model_5	supply_area	1.1865486163870273e+21	1.0	0.29599679028309933
-1223	XGBoost_grid_1_AutoML_20190416_015849_model_5	city	9.36165647078807e+20	0.7889821235722966	0.2335361761681434
-1224	XGBoost_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	8.118613715512889e+20	0.6842209078826963	0.20252719257786628
-1225	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_district	2.35696713331179e+20	0.19864058672021548	0.05879697608913543
-1226	XGBoost_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	1.956698633352029e+20	0.1649067392881098	0.04881186552533237
-1227	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	1.7378611628180976e+20	0.14646354467209152	0.04335273911642443
-1228	XGBoost_grid_1_AutoML_20190416_015849_model_5	floor	1.163797785667877e+20	0.09808260442050615	0.029032136091076747
-1229	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	9.999475073655348e+19	0.08427362297301545	0.024944721905540635
-1230	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	8.639559510003391e+19	0.07281252020090298	0.02155227227189061
-1231	XGBoost_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	7.088789398588123e+19	0.059742932575093985	0.017683716284327435
-1232	XGBoost_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.1397229631283134e+19	0.02646097192956653	0.007832362758922882
-1233	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	1.842518924775863e+19	0.015528389644802148	0.004596353493126752
-1234	XGBoost_grid_1_AutoML_20190416_015849_model_5	room_count	1.6191205920489865e+19	0.013645632127397495	0.004039063311093599
-1235	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	1.063577718610513e+19	0.00896362529037408	0.002653204315251142
-1236	XGBoost_grid_1_AutoML_20190416_015849_model_5	heat_type_central	7.834079171776086e+18	0.006602408922468267	0.0019542918491871034
-1237	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.161861074149704e+18	0.0051930961690488655	0.0015371397976699237
-1238	XGBoost_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	4.621970300437791e+18	0.003895306299805419	0.0011529981619119401
-1239	GBM_grid_1_AutoML_20190416_021340_model_2	city	9.068059422361649e+19	1.0	0.23613663539076796
-1240	GBM_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	7.44104785526244e+19	0.820577756351372	0.19376847046131834
-1241	GBM_grid_1_AutoML_20190416_021340_model_2	bathroom_count	6.546431978541102e+19	0.7219220423719032	0.17047224210013262
-1242	GBM_grid_1_AutoML_20190416_021340_model_2	supply_area	3.1454012809788e+19	0.3468659758914134	0.0819077644785336
-1243	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	2.4078260112248013e+19	0.265528256827161	0.06270094916834151
-1244	GBM_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	2.28634251078811e+19	0.25213139926609174	0.05953746029906124
-1245	GBM_grid_1_AutoML_20190416_021340_model_2	floor	1.998969533803738e+19	0.22044071842695692	0.05205412955246527
-1246	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	1.3824367503725298e+19	0.15245122313198223	0.0359993188915935
-1247	GBM_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	1.185871229263387e+19	0.13077453223774127	0.03088065803742174
-1248	GBM_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	1.1295708463142797e+19	0.12456588490463363	0.02941456894585384
-1249	GBM_grid_1_AutoML_20190416_021340_model_2	room_count	4.519257772461654e+18	0.04983709922894039	0.011768364929557821
-1250	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	3.904723131511603e+18	0.04306018465078246	0.01016808712274096
-1251	GBM_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	2.980058316685705e+18	0.03286324204423432	0.007760215404357915
-1252	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	2.4179813754968474e+18	0.02666481617372461	0.00629653997457666
-1253	GBM_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	1.9675623140098048e+18	0.02169772188697657	0.005123627042035272
-1254	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.735726713880445e+18	0.019141104320514028	0.004519915971909874
-1255	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_district	2.924538751919063e+17	0.003225098795346676	0.000761563978335983
-1256	GBM_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	2.801362354044928e+17	0.0030892633402212007	0.0007294882509958796
-1257	GBM_5_AutoML_20190416_021340	city	3.510466893073917e+20	1.0	0.23436357978385883
-1258	GBM_5_AutoML_20190416_021340	supply_area	3.444496195407357e+20	0.9812074291893427	0.2299592856153315
-1259	GBM_5_AutoML_20190416_021340	exclusive_use_area	3.1004577756232234e+20	0.8832038216171092	0.2069908093129704
-1260	GBM_5_AutoML_20190416_021340	apartment_building_count_in_sites	1.0590519748189592e+20	0.30168407994630236	0.07070376094001528
-1261	GBM_5_AutoML_20190416_021340	heat_fuel_cogeneration	6.309072047164726e+19	0.1797217361488981	0.0421202294488259
-1262	GBM_5_AutoML_20190416_021340	total_parking_capacity_in_site	5.874645327328104e+19	0.16734655264570833	0.039219937142536195
-1263	GBM_5_AutoML_20190416_021340	room_count	4.96443353787374e+19	0.14141804179006703	0.033143238519943455
-1264	GBM_5_AutoML_20190416_021340	heat_type_individual	4.813595056096359e+19	0.13712122070125454	0.032136220147878584
-1265	GBM_5_AutoML_20190416_021340	total_household_count_in_sites	3.86131375274003e+19	0.10999430760501765	0.02577865968615886
-1266	GBM_5_AutoML_20190416_021340	heat_fuel_gas	3.7726975135877956e+19	0.10746996420992475	0.02518704553148115
-1267	GBM_5_AutoML_20190416_021340	floor	2.7759264513344406e+19	0.07907570519497818	0.01853246534342817
-1268	GBM_5_AutoML_20190416_021340	bathroom_count	2.5544841497933775e+19	0.07276764680029671	0.017054086196564996
-1269	GBM_5_AutoML_20190416_021340	total_household_count_of_area_type	2.0879862150908084e+19	0.05947887499552737	0.013939682065468443
-1270	GBM_5_AutoML_20190416_021340	front_door_structure_stairway	9.028104269319897e+18	0.025717673871621383	0.006027286112266999
-1271	GBM_5_AutoML_20190416_021340	heat_type_district	4.0336738552171725e+18	0.01149041987313862	0.00269293593468836
-1272	GBM_5_AutoML_20190416_021340	front_door_structure_corridor	2.725493337309053e+18	0.007763905543978775	0.0018195766963906134
-1273	GBM_5_AutoML_20190416_021340	heat_type_central	4.9609755050849075e+17	0.0014131953544050837	0.0003312015221922945
-1274	GBM_5_AutoML_20190416_021340	front_door_structure_mixed	0.0	0.0	0.0
-1275	GBM_grid_1_AutoML_20190416_021340_model_15	supply_area	3.385106030852571e+20	1.0	0.23516244512971154
-1276	GBM_grid_1_AutoML_20190416_021340_model_15	exclusive_use_area	3.315208053573456e+20	0.9793513182033146	0.23030665062969763
-1277	GBM_grid_1_AutoML_20190416_021340_model_15	city	3.033644764088857e+20	0.8961742221483102	0.21074652134261393
-1278	GBM_grid_1_AutoML_20190416_021340_model_15	apartment_building_count_in_sites	9.231277965263136e+19	0.2727027715270163	0.06412945054594223
-1279	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_gas	7.214346149801073e+19	0.21312024155367656	0.050117877110397335
-1280	GBM_grid_1_AutoML_20190416_021340_model_15	total_parking_capacity_in_site	4.562937191289009e+19	0.13479451307289744	0.031698607284291434
-1281	GBM_grid_1_AutoML_20190416_021340_model_15	bathroom_count	4.194995300756095e+19	0.12392507834383981	0.029142524436228435
-1282	GBM_grid_1_AutoML_20190416_021340_model_15	heat_fuel_cogeneration	4.0744813496727765e+19	0.12036495496853254	0.028305317118327733
-1283	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_in_sites	3.9014278951631585e+19	0.11525275307788652	0.02710311922172668
-1284	GBM_grid_1_AutoML_20190416_021340_model_15	room_count	3.4210237771971297e+19	0.10106105232796836	0.023765764172826765
-1285	GBM_grid_1_AutoML_20190416_021340_model_15	floor	3.003428821163154e+19	0.08872480784321878	0.020864742756075135
-1286	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_individual	2.310147597236437e+19	0.06824446785953717	0.01604853592842477
-1287	GBM_grid_1_AutoML_20190416_021340_model_15	total_household_count_of_area_type	1.9494017904049914e+19	0.05758761387790314	0.013542444088713412
-1288	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_district	1.3719628026063356e+19	0.040529389333804525	0.009530990295351522
-1289	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_stairway	7.113431213385187e+18	0.02101390960446105	0.004941682364319791
-1290	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_mixed	3.022983800389894e+18	0.008930248485092584	0.0021000590693702743
-1291	GBM_grid_1_AutoML_20190416_021340_model_15	front_door_structure_corridor	2.2649928537069322e+18	0.006691054380758857	0.0015734847086751208
-1292	GBM_grid_1_AutoML_20190416_021340_model_15	heat_type_central	1.3240063385225134e+18	0.003911269917264748	0.0009197837973062627
-1293	GBM_grid_1_AutoML_20190416_021340_model_4	city	3.7603826842895416e+21	1.0	0.2808971970926132
-1294	GBM_grid_1_AutoML_20190416_021340_model_4	supply_area	3.542755239496117e+21	0.9421262506864932	0.2646406231252086
-1295	GBM_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	2.4054986617681483e+21	0.6396951756580661	0.1796885818360176
-1296	GBM_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	5.749995101462022e+20	0.15290983881733258	0.042951945131671984
-1297	GBM_grid_1_AutoML_20190416_021340_model_4	bathroom_count	5.1755127664011536e+20	0.1376326081923488	0.03866061386977661
-1298	GBM_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	4.44863354576216e+20	0.11830268138261708	0.03323089160891761
-1299	GBM_grid_1_AutoML_20190416_021340_model_4	room_count	3.3335415743377834e+20	0.08864899809971329	0.024901255091277857
-1300	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	2.954714606650817e+20	0.07857483811409101	0.022071451788253996
-1301	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	2.9191560487648205e+20	0.07762922802938989	0.02180583256591894
-1302	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	2.5033131864999382e+20	0.06657070294889136	0.018699523866828546
-1303	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_district	2.4747631796121764e+20	0.06581147152792348	0.018486257888734023
-1304	GBM_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	2.40780767137085e+20	0.06403092114614826	0.017986106277211183
-1305	GBM_grid_1_AutoML_20190416_021340_model_4	floor	1.6218927687258656e+20	0.04313105619547585	0.012115392792953157
-1306	GBM_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	1.18584466506246e+20	0.03153521236061389	0.008858152761816772
-1307	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	1.0724540539913162e+20	0.028519811520032506	0.00801113511758675
-1308	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	7.583189200064112e+19	0.020166003932913075	0.0056645739813138965
-1309	GBM_grid_1_AutoML_20190416_021340_model_4	heat_type_central	1.345452257846703e+19	0.0035779663156833797	0.0010050407093672453
-1310	GBM_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	4.356471502556627e+18	0.001158518126561288	0.0003254244945320511
-1311	GBM_grid_1_AutoML_20190416_015849_model_1	supply_area	5.330900745819295e+21	1.0	0.22625258845673918
-1312	GBM_grid_1_AutoML_20190416_015849_model_1	city	5.036137898408082e+21	0.9447067462956654	0.2137423466819383
-1313	GBM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	3.4335207120092225e+21	0.644078904433163	0.14572451929838387
-1314	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	1.4081338808279803e+21	0.2641455821386836	0.05976362168828939
-1315	GBM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	1.2781668917189972e+21	0.23976565174682474	0.05424759933073618
-1316	GBM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	1.1527579676453781e+21	0.21624074853567982	0.048925029086020394
-1317	GBM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	1.1291198398387055e+21	0.21180657710129128	0.047921786321329055
-1318	GBM_grid_1_AutoML_20190416_015849_model_1	room_count	9.056522818597442e+20	0.16988729016761248	0.03843743914632346
-1319	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	6.829400619807859e+20	0.12810969375416992	0.0289851498182811
-1320	GBM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	6.53833930907788e+20	0.12264980386673878	0.02774983559856103
-1321	GBM_grid_1_AutoML_20190416_015849_model_1	floor	6.356077224783312e+20	0.11923083035766521	0.02697628399226811
-1322	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	5.228164420013486e+20	0.09807281488243093	0.02218922822438861
-1323	GBM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	4.6438343310486746e+20	0.08711162620483143	0.019709230913519022
-1324	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	4.045058946279072e+20	0.07587946463740428	0.017167925284924324
-1325	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	2.2603390607912075e+20	0.042400696778379446	0.009593267398477672
-1326	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	2.078297582509637e+20	0.038985861519547534	0.008820652082013613
-1327	GBM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	6.840909779761837e+19	0.012832558897531062	0.0029033996670899623
-1328	GBM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	2.0972218928618013e+19	0.003934085425444333	0.0008900970107167124
-1329	GBM_5_AutoML_20190416_020809	supply_area	5.210785099420208e+20	1.0	0.3477745722857248
-1330	GBM_5_AutoML_20190416_020809	city	3.368282623338296e+20	0.646405975121307	0.2248035615207494
-1331	GBM_5_AutoML_20190416_020809	exclusive_use_area	2.3911980089170146e+20	0.4588939983694737	0.1595916640074298
-1332	GBM_5_AutoML_20190416_020809	heat_fuel_gas	7.820231592482387e+19	0.15007779908928745	0.05219324238785988
-1333	GBM_5_AutoML_20190416_020809	total_parking_capacity_in_site	7.530459261223882e+19	0.14451678811436264	0.050259264174579175
-1334	GBM_5_AutoML_20190416_020809	apartment_building_count_in_sites	4.8376857956655825e+19	0.09283986392384251	0.032287343967179215
-1335	GBM_5_AutoML_20190416_020809	total_household_count_in_sites	4.719060365754132e+19	0.09056332732430687	0.03149562242498291
-1336	GBM_5_AutoML_20190416_020809	heat_type_individual	3.273506700144935e+19	0.06282175598662033	0.021847809318485057
-1337	GBM_5_AutoML_20190416_020809	floor	2.5164362096211657e+19	0.04829284189634234	0.016795022434962587
-1338	GBM_5_AutoML_20190416_020809	front_door_structure_stairway	2.1651695124351025e+19	0.041551694631889846	0.014450622828352537
-1339	GBM_5_AutoML_20190416_020809	heat_fuel_cogeneration	2.122593343575058e+19	0.04073461682024143	0.014166463941882352
-1340	GBM_5_AutoML_20190416_020809	heat_type_district	1.977114321276109e+19	0.03794273384055116	0.013195518032748776
-1341	GBM_5_AutoML_20190416_020809	total_household_count_of_area_type	1.6802796069300732e+19	0.03224618891147582	0.011214404556533183
-1342	GBM_5_AutoML_20190416_020809	bathroom_count	1.0432203707734032e+19	0.02002040673082987	0.006962588387800604
-1343	GBM_5_AutoML_20190416_020809	front_door_structure_corridor	3.3114395764253e+18	0.006354972452795561	0.0022100978266585396
-1344	GBM_5_AutoML_20190416_020809	room_count	6.030973148394947e+17	0.0011574020101243476	0.00040251498903363307
-1345	GBM_5_AutoML_20190416_020809	heat_type_central	5.239438163532841e+17	0.0010054987998096144	0.00034968691503759825
-1346	GBM_5_AutoML_20190416_020809	front_door_structure_mixed	0.0	0.0	0.0
-1347	GBM_5_AutoML_20190416_015849	supply_area	3.5811737590673546e+20	1.0	0.2425989195567782
-1348	GBM_5_AutoML_20190416_015849	city	3.464669155144489e+20	0.9674674808425919	0.23470656555873082
-1349	GBM_5_AutoML_20190416_015849	exclusive_use_area	3.261974098603053e+20	0.9108673072184493	0.22097542459078776
-1350	GBM_5_AutoML_20190416_015849	total_parking_capacity_in_site	7.203043610072187e+19	0.2011363897614417	0.04879547083967678
-1351	GBM_5_AutoML_20190416_015849	apartment_building_count_in_sites	6.176827626426991e+19	0.1724805340926999	0.04184359121546504
-1352	GBM_5_AutoML_20190416_015849	total_household_count_in_sites	5.3229372205938246e+19	0.14863666436503986	0.03605909418148214
-1353	GBM_5_AutoML_20190416_015849	heat_fuel_cogeneration	5.229796271190966e+19	0.14603581459708234	0.035428130837846156
-1354	GBM_5_AutoML_20190416_015849	heat_type_individual	3.7780275061546025e+19	0.1054969057725508	0.025593435357004063
-1355	GBM_5_AutoML_20190416_015849	heat_fuel_gas	3.3768698091512267e+19	0.09429505621170041	0.022875878756504188
-1356	GBM_5_AutoML_20190416_015849	room_count	3.266148768331858e+19	0.09120330338795014	0.022125822861925753
-1357	GBM_5_AutoML_20190416_015849	floor	2.749247241491107e+19	0.07676944561905574	0.01862418456215576
-1358	GBM_5_AutoML_20190416_015849	total_household_count_of_area_type	2.0945566766760722e+19	0.05848799353487829	0.014189124038605302
-1359	GBM_5_AutoML_20190416_015849	heat_type_district	1.8176799675439383e+19	0.05075654212370072	0.012313482279647894
-1360	GBM_5_AutoML_20190416_015849	front_door_structure_stairway	1.2777031001222152e+19	0.035678333029419036	0.00865552504452397
-1361	GBM_5_AutoML_20190416_015849	bathroom_count	1.2704203749044781e+19	0.03547497162593233	0.008606189787758546
-1362	GBM_5_AutoML_20190416_015849	front_door_structure_corridor	8.993240954626376e+18	0.025112551246238568	0.006092277799651701
-1363	GBM_5_AutoML_20190416_015849	heat_type_central	7.630070561678295e+17	0.0021306060735978905	0.0005168827314559577
-1364	GBM_5_AutoML_20190416_015849	front_door_structure_mixed	0.0	0.0	0.0
-1365	DeepLearning_1_AutoML_20190416_021340	city	1.0	1.0	0.07917597694267801
-1366	DeepLearning_1_AutoML_20190416_021340	heat_type_central	0.9536337852478027	0.9536337852478027	0.07550488659253878
-1367	DeepLearning_1_AutoML_20190416_021340	front_door_structure_stairway	0.9485752582550049	0.9485752582550049	0.0751043727759931
-1368	DeepLearning_1_AutoML_20190416_021340	front_door_structure_corridor	0.8994131684303284	0.8994131684303284	0.07121191628558066
-1369	DeepLearning_1_AutoML_20190416_021340	total_household_count_of_area_type	0.8682571649551392	0.8682571649551392	0.06874510927280307
-1370	DeepLearning_1_AutoML_20190416_021340	supply_area	0.8248660564422607	0.8248660564422607	0.06530957586567017
-1371	DeepLearning_1_AutoML_20190416_021340	floor	0.816993236541748	0.816993236541748	0.06468623765875332
-1372	DeepLearning_1_AutoML_20190416_021340	front_door_structure_mixed	0.753852903842926	0.753852903842926	0.05968704013283837
-1373	DeepLearning_1_AutoML_20190416_021340	exclusive_use_area	0.7090346217155457	0.7090346217155457	0.056138508860510465
-1374	DeepLearning_1_AutoML_20190416_021340	room_count	0.6656375527381897	0.6656375527381897	0.052702503527779526
-1375	DeepLearning_1_AutoML_20190416_021340	apartment_building_count_in_sites	0.6462345719337463	0.6462345719337463	0.051166253566987695
-1376	DeepLearning_1_AutoML_20190416_021340	total_parking_capacity_in_site	0.590965211391449	0.590965211391449	0.0467902479510542
-1377	DeepLearning_1_AutoML_20190416_021340	heat_type_individual	0.5707792043685913	0.5707792043685913	0.045192001124447684
-1378	DeepLearning_1_AutoML_20190416_021340	heat_fuel_gas	0.5197930335998535	0.5197930335998535	0.04115512124326666
-1379	DeepLearning_1_AutoML_20190416_021340	total_household_count_in_sites	0.49679240584373474	0.49679240584373474	0.03933402407038108
-1380	DeepLearning_1_AutoML_20190416_021340	bathroom_count	0.49193498492240906	0.49193498492240906	0.038949433023513315
-1381	DeepLearning_1_AutoML_20190416_021340	heat_fuel_cogeneration	0.4918498992919922	0.4918498992919922	0.03894269628560127
-1382	DeepLearning_1_AutoML_20190416_021340	heat_type_district	0.38148054480552673	0.38148054480552673	0.03020409481960263
-1383	DeepLearning_grid_1_AutoML_20190416_015849_model_3	city	1.0	1.0	0.10588649944601221
-1384	DeepLearning_grid_1_AutoML_20190416_015849_model_3	supply_area	0.6622630953788757	0.6622630953788757	0.07012472088194965
-1385	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_cogeneration	0.6041501760482788	0.6041501760482788	0.06397134728144425
-1386	DeepLearning_grid_1_AutoML_20190416_015849_model_3	exclusive_use_area	0.6031635403633118	0.6031635403633118	0.06386687588253458
-1387	DeepLearning_grid_1_AutoML_20190416_015849_model_3	apartment_building_count_in_sites	0.5966374278068542	0.5966374278068542	0.06317584866894062
-1388	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_parking_capacity_in_site	0.571448028087616	0.571448028087616	0.06050863130952412
-1389	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_fuel_gas	0.5541250109672546	0.5541250109672546	0.05867435766680572
-1390	DeepLearning_grid_1_AutoML_20190416_015849_model_3	room_count	0.5160220861434937	0.5160220861434937	0.054639772338563104
-1391	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_in_sites	0.49915698170661926	0.49915698170661926	0.05285398546695107
-1392	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_district	0.4731612205505371	0.4731612205505371	0.05010138531769891
-1393	DeepLearning_grid_1_AutoML_20190416_015849_model_3	bathroom_count	0.46317997574806213	0.46317997574806213	0.04904450624545113
-1394	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_mixed	0.462480366230011	0.462480366230011	0.04897042704260558
-1395	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_individual	0.4621308445930481	0.4621308445930481	0.04893341741998694
-1396	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_stairway	0.4467972218990326	0.4467972218990326	0.04730979378909171
-1397	DeepLearning_grid_1_AutoML_20190416_015849_model_3	heat_type_central	0.41894832253456116	0.41894832253456116	0.04436097132196355
-1398	DeepLearning_grid_1_AutoML_20190416_015849_model_3	floor	0.3929085433483124	0.3929085433483124	0.041603710257584546
-1399	DeepLearning_grid_1_AutoML_20190416_015849_model_3	front_door_structure_corridor	0.3895597457885742	0.3895597457885742	0.04124911780663052
-1400	DeepLearning_grid_1_AutoML_20190416_015849_model_3	total_household_count_of_area_type	0.32794201374053955	0.32794201374053955	0.03472463185626177
-1401	GBM_grid_1_AutoML_20190416_021340_model_16	exclusive_use_area	1.4002208451764578e+20	1.0	0.3222670832494813
-1402	GBM_grid_1_AutoML_20190416_021340_model_16	city	7.2501937473037795e+19	0.5177893024717897	0.1668664482453671
-1403	GBM_grid_1_AutoML_20190416_021340_model_16	apartment_building_count_in_sites	5.840061288588037e+19	0.41708144173871836	0.1344116197066252
-1404	GBM_grid_1_AutoML_20190416_021340_model_16	supply_area	2.8369508859922874e+19	0.20260738838199277	0.06529369209865965
-1405	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_of_area_type	2.765691537396125e+19	0.1975182377068232	0.06365362635435563
-1406	GBM_grid_1_AutoML_20190416_021340_model_16	total_household_count_in_sites	2.3945300569147572e+19	0.17101088483031368	0.05511117905817816
-1407	GBM_grid_1_AutoML_20190416_021340_model_16	bathroom_count	2.3058289354648584e+19	0.16467608973313597	0.05306968311922758
-1408	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_gas	1.7899563316053803e+19	0.12783385833538333	0.041196644666271376
-1409	GBM_grid_1_AutoML_20190416_021340_model_16	total_parking_capacity_in_site	1.6668209248991183e+19	0.11903985936511774	0.03836262826802494
-1410	GBM_grid_1_AutoML_20190416_021340_model_16	floor	1.2103352530302403e+19	0.08643888263766793	0.02785640658698547
-1411	GBM_grid_1_AutoML_20190416_021340_model_16	room_count	5.340218024945254e+18	0.03813839826297025	0.012290750368014504
-1412	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_individual	3.374144724557365e+18	0.0240972324914371	0.007765744829400064
-1413	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_district	1.4072911832306156e+18	0.010050494449347145	0.0032389435314062057
-1414	GBM_grid_1_AutoML_20190416_021340_model_16	heat_fuel_cogeneration	1.23718175356774e+18	0.008835618737070212	0.0028474290791000827
-1415	GBM_grid_1_AutoML_20190416_021340_model_16	heat_type_central	9.237517391385068e+17	0.006597186024766645	0.0021260558978557866
-1416	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_corridor	6.286921588277248e+17	0.004489950003197503	0.0014469630914664587
-1417	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_stairway	5.7345441263517696e+17	0.00409545690317808	0.001319830950761153
-1418	GBM_grid_1_AutoML_20190416_021340_model_16	front_door_structure_mixed	3.802971576698143e+17	0.0027159798326091104	0.0008752708988193523
-1419	DeepLearning_grid_1_AutoML_20190416_021340_model_2	city	1.0	1.0	0.09779695506860485
-1420	DeepLearning_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	0.6388648748397827	0.6388648748397827	0.06247903945961609
-1421	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_gas	0.6313660144805908	0.6313660144805908	0.06174567375000246
-1422	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	0.6248090863227844	0.6248090863227844	0.061104426141565395
-1423	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	0.6158559322357178	0.6158559322357178	0.06022883493359024
-1424	DeepLearning_grid_1_AutoML_20190416_021340_model_2	supply_area	0.5926145315170288	0.5926145315170288	0.057955896711773175
-1425	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	0.5540794730186462	0.5540794730186462	0.0541872853272408
-1426	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_district	0.5533953309059143	0.5533953309059143	0.05412037831178141
-1427	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	0.5470019578933716	0.5470019578933716	0.05349512589853694
-1428	DeepLearning_grid_1_AutoML_20190416_021340_model_2	room_count	0.5402866005897522	0.5402866005897522	0.052838384402045246
-1429	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_type_central	0.5360711216926575	0.5360711216926575	0.05242612340175342
-1430	DeepLearning_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	0.5242023468017578	0.5242023468017578	0.051265393357028725
-1431	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	0.5206319689750671	0.5206319689750671	0.05091622127713391
-1432	DeepLearning_grid_1_AutoML_20190416_021340_model_2	floor	0.4796963334083557	0.4796963334083557	0.04691284076491145
-1433	DeepLearning_grid_1_AutoML_20190416_021340_model_2	bathroom_count	0.4788256883621216	0.4788256883621216	0.04682769433044419
-1434	DeepLearning_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	0.4677640497684479	0.4677640497684479	0.04574589975791354
-1435	DeepLearning_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	0.46310484409332275	0.46310484409332275	0.04529024362984794
-1436	DeepLearning_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	0.4566970765590668	0.4566970765590668	0.04466358347621024
-1437	GBM_grid_1_AutoML_20190416_015849_model_5	supply_area	4.3020933803931976e+21	1.0	0.3216625664438349
-1438	GBM_grid_1_AutoML_20190416_015849_model_5	city	3.263800026776975e+21	0.7586539245409578	0.24403056841053195
-1439	GBM_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	2.6559255411727354e+21	0.6173565532717452	0.19858049333630964
-1440	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	8.746523167746928e+20	0.20330853829461795	0.0653967462077915
-1441	GBM_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	7.308864391449349e+20	0.16989088207056402	0.05464753714222452
-1442	GBM_grid_1_AutoML_20190416_015849_model_5	bathroom_count	3.293945433832733e+20	0.076566107301271	0.024628450577140876
-1443	GBM_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	2.5499873671380992e+20	0.059273175676745504	0.01906596180945825
-1444	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	2.490584712131222e+20	0.05789239079472493	0.018621815000600662
-1445	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	2.1792496384380764e+20	0.05065556336759245	0.016293998517478096
-1446	GBM_grid_1_AutoML_20190416_015849_model_5	floor	1.8856012208284054e+20	0.04382985337840499	0.014098423124554737
-1447	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_district	1.7203664374843677e+20	0.039989053824934215	0.012862981682988993
-1448	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	5.385988055181663e+19	0.012519458735434051	0.004027041227327405
-1449	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	2.9869680325837193e+19	0.006943057178156184	0.0022333215908920084
-1450	GBM_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	2.0449931114215113e+19	0.004753483782433857	0.001529017793006822
-1451	GBM_grid_1_AutoML_20190416_015849_model_5	heat_type_central	1.922962274096513e+19	0.0044698292297894295	0.0014377767416197378
-1452	GBM_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	6.928612104849064e+18	0.0016105210864148678	0.0005180443459681196
-1453	GBM_grid_1_AutoML_20190416_015849_model_5	room_count	4.885136759278535e+18	0.0011355255052209138	0.0003652560482717914
-1454	GBM_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.0	0.0	0.0
-1455	DeepLearning_1_AutoML_20190416_020809	city	1.0	1.0	0.07558075189856184
-1456	DeepLearning_1_AutoML_20190416_020809	front_door_structure_mixed	0.917976975440979	0.917976975440979	0.06938139002939683
-1457	DeepLearning_1_AutoML_20190416_020809	supply_area	0.8936480283737183	0.8936480283737183	0.06754258991715295
-1458	DeepLearning_1_AutoML_20190416_020809	heat_type_individual	0.8894039392471313	0.8894039392471313	0.067221818469841
-1459	DeepLearning_1_AutoML_20190416_020809	total_household_count_in_sites	0.867792546749115	0.867792546749115	0.06558841317526598
-1460	DeepLearning_1_AutoML_20190416_020809	heat_fuel_cogeneration	0.8673058152198792	0.8673058152198792	0.0655516256403136
-1461	DeepLearning_1_AutoML_20190416_020809	apartment_building_count_in_sites	0.8541399240493774	0.8541399240493774	0.06455653768623244
-1462	DeepLearning_1_AutoML_20190416_020809	heat_type_district	0.8024343252182007	0.8024343252182007	0.060648589649206705
-1463	DeepLearning_1_AutoML_20190416_020809	front_door_structure_corridor	0.8009785413742065	0.8009785413742065	0.06053856041167585
-1464	DeepLearning_1_AutoML_20190416_020809	total_parking_capacity_in_site	0.7319377064704895	0.7319377064704895	0.05532040219794845
-1465	DeepLearning_1_AutoML_20190416_020809	room_count	0.6987099051475525	0.6987099051475525	0.05280901999002484
-1466	DeepLearning_1_AutoML_20190416_020809	exclusive_use_area	0.6873521208763123	0.6873521208763123	0.05195059011490284
-1467	DeepLearning_1_AutoML_20190416_020809	bathroom_count	0.6764413118362427	0.6764413118362427	0.05112594296383276
-1468	DeepLearning_1_AutoML_20190416_020809	heat_fuel_gas	0.6638084053993225	0.6638084053993225	0.05017113839666615
-1469	DeepLearning_1_AutoML_20190416_020809	total_household_count_of_area_type	0.6400241851806641	0.6400241851806641	0.048373509149218966
-1470	DeepLearning_1_AutoML_20190416_020809	front_door_structure_stairway	0.5167799592018127	0.5167799592018127	0.039058617882581116
-1471	DeepLearning_1_AutoML_20190416_020809	heat_type_central	0.4085588753223419	0.4085588753223419	0.030879186991693383
-1472	DeepLearning_1_AutoML_20190416_020809	floor	0.31358930468559265	0.31358930468559265	0.02370131543548429
-1473	DeepLearning_grid_1_AutoML_20190416_021340_model_6	city	1.0	1.0	0.09140162674495823
-1474	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.6922146677970886	0.6922146677970886	0.06326954669337476
-1475	DeepLearning_grid_1_AutoML_20190416_021340_model_6	supply_area	0.6662620902061462	0.6662620902061462	0.06089743888333787
-1476	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_district	0.6578097939491272	0.6578097939491272	0.06012488525571601
-1477	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	0.6386852860450745	0.6386852860450745	0.058376874122588775
-1478	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	0.6231026649475098	0.6231026649475098	0.05695259720532106
-1479	DeepLearning_grid_1_AutoML_20190416_021340_model_6	bathroom_count	0.596828043460846	0.596828043460846	0.05455105405933195
-1480	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	0.5961317420005798	0.5961317420005798	0.05448741097315874
-1481	DeepLearning_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	0.5918883085250854	0.5918883085250854	0.05409955425051454
-1482	DeepLearning_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	0.5912916660308838	0.5912916660308838	0.05404502015595934
-1483	DeepLearning_grid_1_AutoML_20190416_021340_model_6	floor	0.5746373534202576	0.5746373534202576	0.05252278889102903
-1484	DeepLearning_grid_1_AutoML_20190416_021340_model_6	room_count	0.5734550952911377	0.5734550952911377	0.052414728574795025
-1485	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	0.5524595379829407	0.5524595379829407	0.05049570048240882
-1486	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	0.5348172783851624	0.5348172783851624	0.04888316925571503
-1487	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	0.531967043876648	0.531967043876648	0.04862265318503219
-1488	DeepLearning_grid_1_AutoML_20190416_021340_model_6	heat_type_central	0.5157274603843689	0.5157274603843689	0.04713832883617732
-1489	DeepLearning_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	0.5024674534797668	0.5024674534797668	0.045926342634447316
-1490	DeepLearning_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	0.5009788274765015	0.5009788274765015	0.04579027979613401
-1491	GBM_grid_1_AutoML_20190416_021340_model_6	supply_area	8.870111370933694e+21	1.0	0.3642780780398368
-1492	GBM_grid_1_AutoML_20190416_021340_model_6	city	5.739973958972425e+21	0.6471140799631492	0.23572947332149324
-1493	GBM_grid_1_AutoML_20190416_021340_model_6	exclusive_use_area	3.838601765567666e+21	0.4327568848962043	0.1576438462884962
-1494	GBM_grid_1_AutoML_20190416_021340_model_6	apartment_building_count_in_sites	9.956891604038095e+20	0.11225215995219237	0.04089100108320498
-1495	GBM_grid_1_AutoML_20190416_021340_model_6	total_parking_capacity_in_site	7.90052197774538e+20	0.08906902796772605	0.03244589432095972
-1496	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_district	6.907707662016205e+20	0.07787622244126434	0.02836860063590658
-1497	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_cogeneration	6.792183294699734e+20	0.07657382202614632	0.027894164715849105
-1498	GBM_grid_1_AutoML_20190416_021340_model_6	heat_fuel_gas	6.226802101167084e+20	0.07019981870319665	0.025572255035945464
-1499	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_in_sites	4.4170140542533684e+20	0.049796601976468985	0.018139810460902864
-1500	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_individual	4.260140661014381e+20	0.048028040267615556	0.017495562200706888
-1501	GBM_grid_1_AutoML_20190416_021340_model_6	floor	2.9783198018852146e+20	0.03357702826195414	0.012231375321553937
-1502	GBM_grid_1_AutoML_20190416_021340_model_6	room_count	2.8485895684160173e+20	0.03211447353130772	0.011698598695245987
-1503	GBM_grid_1_AutoML_20190416_021340_model_6	total_household_count_of_area_type	1.9459037161514546e+20	0.021937759682792157	0.007991444933747347
-1504	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_stairway	1.8535948771484972e+20	0.020897086853075016	0.007612350635469709
-1505	GBM_grid_1_AutoML_20190416_021340_model_6	bathroom_count	1.835242884588823e+20	0.020690189872955785	0.007536982601199629
-1506	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_corridor	9.66976496163881e+19	0.010901514713023204	0.003971182827383096
-1507	GBM_grid_1_AutoML_20190416_021340_model_6	heat_type_central	1.2159793760691028e+19	0.0013708727266421067	0.0004993788820984172
-1508	GBM_grid_1_AutoML_20190416_021340_model_6	front_door_structure_mixed	0.0	0.0	0.0
-1509	DeepLearning_grid_1_AutoML_20190416_020809_model_1	city	1.0	1.0	0.117216195630159
-1510	DeepLearning_grid_1_AutoML_20190416_020809_model_1	supply_area	0.700688898563385	0.700688898563385	0.08213208700988638
-1511	DeepLearning_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.6795383095741272	0.6795383095741272	0.07965289543322844
-1512	DeepLearning_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.6287859082221985	0.6287859082221985	0.07370389202766042
-1513	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.5363758206367493	0.5363758206367493	0.06287193312304427
-1514	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.4726800322532654	0.4726800322532654	0.05540575513106862
-1515	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.4637191891670227	0.4637191891670227	0.054355399194860446
-1516	DeepLearning_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.4558580815792084	0.4558580815792084	0.05343395006997747
-1517	DeepLearning_grid_1_AutoML_20190416_020809_model_1	room_count	0.4473789930343628	0.4473789930343628	0.05244006356833941
-1518	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.43798118829727173	0.43798118829727173	0.051338488649782514
-1519	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.42868953943252563	0.42868953943252563	0.05024935691872569
-1520	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.4058772921562195	0.4058772921562195	0.04757539207922262
-1521	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.37632983922958374	0.37632983922958374	0.04411195205660117
-1522	DeepLearning_grid_1_AutoML_20190416_020809_model_1	floor	0.35347601771354675	0.35347601771354675	0.041433114042880644
-1523	DeepLearning_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.3185288608074188	0.3185288608074188	0.03733674126225409
-1524	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.297958642244339	0.297958642244339	0.034925578499009
-1525	DeepLearning_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.2943436801433563	0.2943436801433563	0.034501846394184604
-1526	DeepLearning_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.23303399980068207	0.23303399980068207	0.027315358909115184
-1527	DeepLearning_1_AutoML_20190416_015849	city	1.0	1.0	0.10113582441701437
-1528	DeepLearning_1_AutoML_20190416_015849	exclusive_use_area	0.7808131575584412	0.7808131575584412	0.07896818240532508
-1529	DeepLearning_1_AutoML_20190416_015849	heat_type_individual	0.757499098777771	0.757499098777771	0.07661029585003527
-1530	DeepLearning_1_AutoML_20190416_015849	supply_area	0.6812328100204468	0.6812328100204468	0.06889704186133722
-1531	DeepLearning_1_AutoML_20190416_015849	bathroom_count	0.6282981038093567	0.6282981038093567	0.06354344670840616
-1532	DeepLearning_1_AutoML_20190416_015849	apartment_building_count_in_sites	0.568518877029419	0.568518877029419	0.0574976253250055
-1533	DeepLearning_1_AutoML_20190416_015849	total_household_count_in_sites	0.5374017953872681	0.5374017953872681	0.054350573619675026
-1534	DeepLearning_1_AutoML_20190416_015849	front_door_structure_corridor	0.5108906030654907	0.5108906030654907	0.05166934232793405
-1535	DeepLearning_1_AutoML_20190416_015849	floor	0.5063374042510986	0.5063374042510986	0.05120885081210593
-1536	DeepLearning_1_AutoML_20190416_015849	total_parking_capacity_in_site	0.5059372782707214	0.5059372782707214	0.05116838374120982
-1537	DeepLearning_1_AutoML_20190416_015849	heat_fuel_cogeneration	0.4903944432735443	0.4903944432735443	0.04959644630999269
-1538	DeepLearning_1_AutoML_20190416_015849	heat_type_district	0.48135486245155334	0.48135486245155334	0.0486822208511764
-1539	DeepLearning_1_AutoML_20190416_015849	total_household_count_of_area_type	0.4433438181877136	0.4433438181877136	0.044837942552601345
-1540	DeepLearning_1_AutoML_20190416_015849	heat_type_central	0.4407172203063965	0.4407172203063965	0.044572299410462354
-1541	DeepLearning_1_AutoML_20190416_015849	room_count	0.4216771721839905	0.4216771721839905	0.0426466684466632
-1542	DeepLearning_1_AutoML_20190416_015849	front_door_structure_mixed	0.4205125868320465	0.4205125868320465	0.042528887146990366
-1543	DeepLearning_1_AutoML_20190416_015849	heat_fuel_gas	0.3948497474193573	0.3948497474193573	0.03993345472610659
-1544	DeepLearning_1_AutoML_20190416_015849	front_door_structure_stairway	0.3179141879081726	0.3179141879081726	0.03215251348795865
-1545	GBM_grid_1_AutoML_20190416_020809_model_11	supply_area	6.623709262139338e+20	1.0	0.24497434277084765
-1546	GBM_grid_1_AutoML_20190416_020809_model_11	city	6.435682570321736e+20	0.9716130819792546	0.2380202761854256
-1547	GBM_grid_1_AutoML_20190416_020809_model_11	exclusive_use_area	4.093460679586795e+20	0.618001261466099	0.15139445285921238
-1548	GBM_grid_1_AutoML_20190416_020809_model_11	room_count	1.8274198153767315e+20	0.2758907045969146	0.06758614403521523
-1549	GBM_grid_1_AutoML_20190416_020809_model_11	apartment_building_count_in_sites	1.4728570462133866e+20	0.22236136701109982	0.05447282974117142
-1550	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_cogeneration	1.446871364324389e+20	0.21843823559627007	0.05351176320121984
-1551	GBM_grid_1_AutoML_20190416_020809_model_11	total_parking_capacity_in_site	1.1429969608108199e+20	0.17256146300745884	0.04227313098782817
-1552	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_in_sites	8.928639588741048e+19	0.1347981808286262	0.03302209575519858
-1553	GBM_grid_1_AutoML_20190416_020809_model_11	heat_fuel_gas	5.75739692577928e+19	0.08692103922326665	0.021293424456678818
-1554	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_district	4.9671176656594665e+19	0.07498997116390911	0.01837061890028345
-1555	GBM_grid_1_AutoML_20190416_020809_model_11	floor	4.846136202232018e+19	0.07316348001462256	0.017923175431410206
-1556	GBM_grid_1_AutoML_20190416_020809_model_11	total_household_count_of_area_type	4.774080367412694e+19	0.07207563282858753	0.017656680781976162
-1557	GBM_grid_1_AutoML_20190416_020809_model_11	bathroom_count	3.4857293767847707e+19	0.05262503589505291	0.012891783581682852
-1558	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_individual	2.804398744740351e+19	0.042338795888432174	0.01037191869647774
-1559	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_corridor	2.262390529586312e+19	0.03415594555935568	0.00836733031512001
-1560	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_stairway	1.9659239317332558e+19	0.029680106024132735	0.0072708644666309935
-1561	GBM_grid_1_AutoML_20190416_020809_model_11	heat_type_central	1.6200527305192243e+18	0.002445839130922206	0.0005991678336208885
-1562	GBM_grid_1_AutoML_20190416_020809_model_11	front_door_structure_mixed	0.0	0.0	0.0
-1563	GBM_grid_1_AutoML_20190416_021340_model_5	supply_area	5.009513180361021e+21	1.0	0.18980105693063345
-1564	GBM_grid_1_AutoML_20190416_021340_model_5	city	4.915845063511156e+21	0.9813019522102315	0.1862521476975959
-1565	GBM_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.3114296238957134e+21	0.8606484240420745	0.16335198052886976
-1566	GBM_grid_1_AutoML_20190416_021340_model_5	room_count	1.979770855718025e+21	0.3952022450962687	0.07500980382063106
-1567	GBM_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.552931082772406e+21	0.3099964062097728	0.05883764554331287
-1568	GBM_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2987325794173846e+21	0.25925325129572546	0.04920654110863181
-1569	GBM_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	1.2115517570932581e+21	0.24185019850690265	0.045903423295493635
-1570	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.1655495979619938e+21	0.2326672385115865	0.0441604877826309
-1571	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	9.634628792139739e+20	0.19232664822423723	0.03650380110888637
-1572	GBM_grid_1_AutoML_20190416_021340_model_5	floor	8.952148378795922e+20	0.1787029608763454	0.033918010850964
-1573	GBM_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.433803393049349e+20	0.14839372860006364	0.028165286530169645
-1574	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	5.942269602521909e+20	0.11861970192667837	0.02251414479848025
-1575	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_district	5.5368587306595045e+20	0.11052688218020577	0.020978119057050652
-1576	GBM_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	4.8620478067436107e+20	0.09705629333014784	0.018421387055831653
-1577	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	2.8579102604260698e+20	0.05704966046661062	0.010828085854096472
-1578	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	1.8640335525816723e+20	0.03720987420273315	0.007062473451934663
-1579	GBM_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.4018173360599885e+20	0.02798310505610774	0.005311222915850202
-1580	GBM_grid_1_AutoML_20190416_021340_model_5	heat_type_central	9.96191223801331e+19	0.019885988676639002	0.003774381668936692
-1581	XGBoost_grid_1_AutoML_20190416_021340_model_5	supply_area	5.06417006170744e+20	1.0	0.24043082919084116
-1582	XGBoost_grid_1_AutoML_20190416_021340_model_5	city	4.703938034669422e+20	0.9288665225202642	0.22332814821716027
-1583	XGBoost_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	4.433381120461651e+20	0.8754408059840882	0.21048295889025265
-1584	XGBoost_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	1.3337058452736836e+20	0.26336118831365035	0.06332014888293623
-1585	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	1.0324426499346871e+20	0.20387203378920252	0.04901712213276115
-1586	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	9.523684726381792e+19	0.18806012851730294	0.0452154526371513
-1587	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	7.639207118476044e+19	0.15084815528292905	0.0362685470565834
-1588	XGBoost_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	5.587984174171554e+19	0.11034353321632931	0.02652998718704918
-1589	XGBoost_grid_1_AutoML_20190416_021340_model_5	floor	5.390160042102096e+19	0.10643718470000876	0.02559078057416182
-1590	XGBoost_grid_1_AutoML_20190416_021340_model_5	room_count	4.513046631276347e+19	0.08911720136339032	0.021426522618967096
-1591	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	4.11925522237442e+19	0.08134117085684062	0.019556925156464074
-1592	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_district	2.888579773888463e+19	0.05703954919939135	0.013714066110681444
-1593	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	2.198051727077697e+19	0.04340398723372651	0.010435656640793548
-1594	XGBoost_grid_1_AutoML_20190416_021340_model_5	bathroom_count	1.2357648679086064e+19	0.02440212024577932	0.005867022004707335
-1595	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	9.54269770135162e+18	0.018843556960119533	0.004530572024826386
-1596	XGBoost_grid_1_AutoML_20190416_021340_model_5	heat_type_central	4.182091157414609e+18	0.00825819651878865	0.0019855250366332734
-1597	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	3.680914790898729e+18	0.007268544985745736	0.001747582297933778
-1598	XGBoost_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	1.1629949552626237e+18	0.0022965163908229957	0.0005521533400959307
-1599	XGBoost_grid_1_AutoML_20190416_020809_model_5	supply_area	5.802215042828825e+20	1.0	0.24278697890305997
-1600	XGBoost_grid_1_AutoML_20190416_020809_model_5	city	4.539904621710357e+20	0.7824433579588532	0.18996705904159553
-1601	XGBoost_grid_1_AutoML_20190416_020809_model_5	exclusive_use_area	3.962916807513043e+20	0.683000677889552	0.16582367117354632
-1602	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_parking_capacity_in_site	1.4486755309641741e+20	0.24967629091145915	0.060618152374114706
-1603	XGBoost_grid_1_AutoML_20190416_020809_model_5	apartment_building_count_in_sites	1.3447171463626044e+20	0.2317592740766461	0.05626813398583517
-1604	XGBoost_grid_1_AutoML_20190416_020809_model_5	bathroom_count	1.031102301279963e+20	0.1777083913072717	0.04314528345121531
-1605	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_cogeneration	9.41485330624592e+19	0.16226308809222936	0.03939536494539345
-1606	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_in_sites	9.39887960131759e+19	0.161987784526084	0.03932852482428779
-1607	XGBoost_grid_1_AutoML_20190416_020809_model_5	room_count	8.892377695256995e+19	0.15325832685652385	0.03720912616923313
-1608	XGBoost_grid_1_AutoML_20190416_020809_model_5	floor	6.1380214630362644e+19	0.10578755557539142	0.025683841023688845
-1609	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_individual	4.7878968305273274e+19	0.08251843124023589	0.02003440062463676
-1610	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_fuel_gas	4.466908044742309e+19	0.0769862545901867	0.01869126016901326
-1611	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_district	3.7830228073819144e+19	0.06519963116598883	0.015829621476384222
-1612	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_mixed	3.334731245919037e+19	0.05747341698478681	0.013953797276972204
-1613	XGBoost_grid_1_AutoML_20190416_020809_model_5	total_household_count_of_area_type	3.302315883913596e+19	0.0569147447920782	0.013818158943107332
-1614	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_stairway	2.0635033896751202e+19	0.03556406259408605	0.008634491314737475
-1615	XGBoost_grid_1_AutoML_20190416_020809_model_5	front_door_structure_corridor	1.1899703185628987e+19	0.02050889720183032	0.004979293192265804
-1616	XGBoost_grid_1_AutoML_20190416_020809_model_5	heat_type_central	9.159868643280945e+18	0.01578684791181942	0.003832841110912718
-1617	DeepLearning_grid_1_AutoML_20190416_015849_model_1	city	1.0	1.0	0.11758106587815784
-1618	DeepLearning_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.58933025598526	0.58933025598526	0.06929407965299447
-1619	DeepLearning_grid_1_AutoML_20190416_015849_model_1	supply_area	0.5573058724403381	0.5573058724403381	0.06552861850169163
-1620	DeepLearning_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.5437310934066772	0.5437310934066772	0.0639324815138533
-1621	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.5327525734901428	0.5327525734901428	0.06264161544030261
-1622	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.4413248300552368	0.4413248300552368	0.05189144391639161
-1623	DeepLearning_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.43260762095451355	0.43260762095451355	0.05086646517884579
-1624	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.4302734434604645	0.4302734434604645	0.050592010101146695
-1625	DeepLearning_grid_1_AutoML_20190416_015849_model_1	floor	0.4301404356956482	0.4301404356956482	0.05057637090638952
-1626	DeepLearning_grid_1_AutoML_20190416_015849_model_1	room_count	0.42886799573898315	0.42886799573898315	0.05042675606001889
-1627	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.4197019636631012	0.4197019636631012	0.049349004238663306
-1628	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.40755409002304077	0.40755409002304077	0.047920644307911826
-1629	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.4042295813560486	0.4042295813560486	0.04752974503532571
-1630	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.4011259377002716	0.4011259377002716	0.04716481530617347
-1631	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.38356807827949524	0.38356807827949524	0.045100343480939734
-1632	DeepLearning_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.3733125627040863	0.3733125627040863	0.043894489028453096
-1633	DeepLearning_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.3719974756240845	0.3719974756240845	0.04373985968786389
-1634	DeepLearning_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.3569468557834625	0.3569468557834625	0.04197019176487661
-1635	DeepLearning_grid_1_AutoML_20190416_021340_model_1	city	1.0	1.0	0.08918527340714033
-1636	DeepLearning_grid_1_AutoML_20190416_021340_model_1	supply_area	0.7942850589752197	0.7942850589752197	0.07083853014791155
-1637	DeepLearning_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.7561497092247009	0.7561497092247009	0.06743741855393462
-1638	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.6545669436454773	0.6545669436454773	0.058377731832298115
-1639	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.6474379897117615	0.6474379897117615	0.05774193412661276
-1640	DeepLearning_grid_1_AutoML_20190416_021340_model_1	room_count	0.6446866989135742	0.6446866989135742	0.05749655950455388
-1641	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.6326169967651367	0.6326169967651367	0.05642011981850273
-1642	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.6300554275512695	0.6300554275512695	0.056191665567812674
-1643	DeepLearning_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.5991654992103577	0.5991654992103577	0.05343673886320147
-1644	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.5937755107879639	0.5937755107879639	0.05295603127208896
-1645	DeepLearning_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.5841841101646423	0.5841841101646423	0.05210061958514062
-1646	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.5584558844566345	0.5584558844566345	0.04980604074109132
-1647	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.5520678758621216	0.5520678758621216	0.04923632444806252
-1648	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.5382525324821472	0.5382525324821472	0.04800419927150598
-1649	DeepLearning_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.5320796370506287	0.5320796370506287	0.047453667904732315
-1650	DeepLearning_grid_1_AutoML_20190416_021340_model_1	floor	0.5130593776702881	0.5130593776702881	0.045757340871621914
-1651	DeepLearning_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.5111504197120667	0.5111504197120667	0.0455870899341952
-1652	DeepLearning_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.47062382102012634	0.47062382102012634	0.04197271414959305
-1653	DeepLearning_grid_1_AutoML_20190416_020809_model_3	city	1.0	1.0	0.1144964082068361
-1654	DeepLearning_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	0.5743646025657654	0.5743646025657654	0.06576268399492705
-1655	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	0.5626169443130493	0.5626169443130493	0.06441761932014967
-1656	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	0.49234214425086975	0.49234214425086975	0.05637140712557656
-1657	DeepLearning_grid_1_AutoML_20190416_020809_model_3	supply_area	0.48573926091194153	0.48573926091194153	0.05561540069946052
-1658	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	0.4781739413738251	0.4781739413738251	0.05474919878540919
-1659	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	0.47582191228866577	0.47582191228866577	0.054479899903160434
-1660	DeepLearning_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	0.4524413049221039	0.4524413049221039	0.0518029043379948
-1661	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	0.4489237070083618	0.4489237070083618	0.05140015201135548
-1662	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	0.44274869561195374	0.44274869561195374	0.05069313538583047
-1663	DeepLearning_grid_1_AutoML_20190416_020809_model_3	room_count	0.44213664531707764	0.44213664531707764	0.05062305782542523
-1664	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	0.43108484148979187	0.43108484148979187	0.049357665982994445
-1665	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_district	0.4309975504875183	0.4309975504875183	0.049347671476765345
-1666	DeepLearning_grid_1_AutoML_20190416_020809_model_3	floor	0.4294818341732025	0.4294818341732025	0.049174127402915685
-1667	DeepLearning_grid_1_AutoML_20190416_020809_model_3	bathroom_count	0.42389464378356934	0.42389464378356934	0.04853441417133493
-1668	DeepLearning_grid_1_AutoML_20190416_020809_model_3	heat_type_central	0.4101783037185669	0.4101783037185669	0.04696394250014863
-1669	DeepLearning_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	0.40423399209976196	0.40423399209976196	0.0462833401705333
-1670	DeepLearning_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.3487181067466736	0.3487181067466736	0.039926970699182183
-1671	DeepLearning_grid_1_AutoML_20190416_015849_model_4	city	1.0	1.0	0.11456030938983702
-1672	DeepLearning_grid_1_AutoML_20190416_015849_model_4	supply_area	0.5479498505592346	0.5479498505592346	0.06277330441018088
-1673	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	0.517829418182373	0.517829418182373	0.059322698358131955
-1674	DeepLearning_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	0.5146306157112122	0.5146306157112122	0.05895624255735879
-1675	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	0.5035648345947266	0.5035648345947266	0.057688543249013985
-1676	DeepLearning_grid_1_AutoML_20190416_015849_model_4	bathroom_count	0.49091455340385437	0.49091455340385437	0.056239323121919226
-1677	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	0.4849349558353424	0.4849349558353424	0.05555429857444378
-1678	DeepLearning_grid_1_AutoML_20190416_015849_model_4	floor	0.47748738527297974	0.47748738527297974	0.05470110258661687
-1679	DeepLearning_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	0.4491879343986511	0.4491879343986511	0.05145910873889129
-1680	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_district	0.43740376830101013	0.43740376830101013	0.05010911102484431
-1681	DeepLearning_grid_1_AutoML_20190416_015849_model_4	room_count	0.42859286069869995	0.42859286069869995	0.04909973072391839
-1682	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	0.421460896730423	0.421460896730423	0.04828269072515541
-1683	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_central	0.41904228925704956	0.41904228925704956	0.04800561430471318
-1684	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	0.4162117838859558	0.4162117838859558	0.04768135073367108
-1685	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	0.41460445523262024	0.41460445523262024	0.04749721466585381
-1686	DeepLearning_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	0.41138172149658203	0.41138172149658203	0.047128017291972205
-1687	DeepLearning_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	0.39901843667030334	0.39901843667030334	0.045711675557199044
-1688	DeepLearning_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	0.3948109447956085	0.3948109447956085	0.04522966398627878
-1689	DeepLearning_grid_1_AutoML_20190416_015849_model_2	city	1.0	1.0	0.10054497828916853
-1690	DeepLearning_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	0.6759928464889526	0.6759928464889526	0.06796768607386497
-1691	DeepLearning_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	0.6548359394073486	0.6548359394073486	0.06584046531067915
-1692	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	0.5983142256736755	0.5983142256736755	0.06015749083046038
-1693	DeepLearning_grid_1_AutoML_20190416_015849_model_2	room_count	0.5966219305992126	0.5966219305992126	0.059987339058939645
-1694	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	0.5670989751815796	0.5670989751815796	0.05701895414744164
-1695	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_district	0.5425782203674316	0.5425782203674316	0.05455351538701911
-1696	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	0.541207492351532	0.541207492351532	0.054415695568420124
-1697	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	0.5209740400314331	0.5209740400314331	0.052381323544180854
-1698	DeepLearning_grid_1_AutoML_20190416_015849_model_2	supply_area	0.5028508305549622	0.5028508305549622	0.050559125840839034
-1699	DeepLearning_grid_1_AutoML_20190416_015849_model_2	floor	0.4965813457965851	0.4965813457965851	0.04992876063192374
-1700	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	0.49326959252357483	0.49326959252357483	0.049595780470989836
-1701	DeepLearning_grid_1_AutoML_20190416_015849_model_2	bathroom_count	0.48635435104370117	0.48635435104370117	0.04890048766653158
-1702	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	0.4859231412410736	0.4859231412410736	0.048857131686288316
-1703	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	0.4746173620223999	0.4746173620223999	0.04772039236020464
-1704	DeepLearning_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	0.4688268303871155	0.4688268303871155	0.04713818348265222
-1705	DeepLearning_grid_1_AutoML_20190416_015849_model_2	heat_type_central	0.4391572177410126	0.4391572177410126	0.04415505292330176
-1706	DeepLearning_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	0.40059322118759155	0.40059322118759155	0.04027763672709448
-1707	DeepLearning_grid_1_AutoML_20190416_020809_model_2	city	1.0	1.0	0.07829448261353092
-1708	DeepLearning_grid_1_AutoML_20190416_020809_model_2	supply_area	0.8004454970359802	0.8004454970359802	0.06267046605076267
-1709	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_individual	0.7461232542991638	0.7461232542991638	0.058417334161276986
-1710	DeepLearning_grid_1_AutoML_20190416_020809_model_2	exclusive_use_area	0.7327424883842468	0.7327424883842468	0.05736969401699579
-1711	DeepLearning_grid_1_AutoML_20190416_020809_model_2	bathroom_count	0.7218878865242004	0.7218878865242004	0.05651983858038759
-1712	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_parking_capacity_in_site	0.7135211229324341	0.7135211229324341	0.055864767153820515
-1713	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_stairway	0.7049736380577087	0.7049736380577087	0.055195546247906915
-1714	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_in_sites	0.6997419595718384	0.6997419595718384	0.05478593468765535
-1715	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_district	0.6938195824623108	0.6938195824623108	0.05432224523602267
-1716	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_type_central	0.6920918822288513	0.6920918822288513	0.054186975840132684
-1717	DeepLearning_grid_1_AutoML_20190416_020809_model_2	room_count	0.6832367777824402	0.6832367777824402	0.053493670019012146
-1718	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_gas	0.6743483543395996	0.6743483543395996	0.05279775550430497
-1719	DeepLearning_grid_1_AutoML_20190416_020809_model_2	floor	0.6739465594291687	0.6739465594291687	0.05276629717967603
-1720	DeepLearning_grid_1_AutoML_20190416_020809_model_2	apartment_building_count_in_sites	0.6666306853294373	0.6666306853294373	0.05219350460217183
-1721	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_corridor	0.6602783203125	0.6602783203125	0.051696149469798426
-1722	DeepLearning_grid_1_AutoML_20190416_020809_model_2	heat_fuel_cogeneration	0.6555473208427429	0.6555473208427429	0.051325738314068906
-1723	DeepLearning_grid_1_AutoML_20190416_020809_model_2	front_door_structure_mixed	0.6424811482429504	0.6424811482429504	0.050302729090629064
-1724	DeepLearning_grid_1_AutoML_20190416_020809_model_2	total_household_count_of_area_type	0.6104755997657776	0.6104755997657776	0.04779687123184653
-1725	GBM_grid_1_AutoML_20190416_021340_model_1	supply_area	6.259222670459594e+21	1.0	0.2339894731212298
-1726	GBM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	4.643045427057699e+21	0.7417926588505239	0.17357167340963026
-1727	GBM_grid_1_AutoML_20190416_021340_model_1	city	4.574851640025078e+21	0.7308977297797846	0.17102237469667478
-1728	GBM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	1.7031393596691175e+21	0.27210077821757084	0.063668717731006
-1729	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	1.518162589961664e+21	0.24254810379675953	0.05675370301395712
-1730	GBM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	1.5083780975587366e+21	0.2409848917306502	0.05638792784623145
-1731	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	9.827165416771688e+20	0.15700296880555156	0.03673704194927989
-1732	GBM_grid_1_AutoML_20190416_021340_model_1	room_count	9.027959441648286e+20	0.14423451468272167	0.033749358096506324
-1733	GBM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	8.203741600094376e+20	0.13106646035796013	0.03066817200302364
-1734	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	7.951506243964423e+20	0.1270366411709806	0.02972523673468848
-1735	GBM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	6.972286465922931e+20	0.11139221007152601	0.02606460454444572
-1736	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	6.794996637091957e+20	0.10855975246193028	0.025401839280738196
-1737	GBM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	5.551550668912638e+20	0.08869393151825682	0.02075344630500735
-1738	GBM_grid_1_AutoML_20190416_021340_model_1	floor	4.867414830862041e+20	0.0777638867815617	0.018195930895876587
-1739	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	2.7777384464970154e+20	0.04437832927092615	0.01038406188410446
-1740	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	2.6088457199087623e+20	0.04168002733344528	0.009752687635431318
-1741	GBM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	7.203409527541911e+19	0.011508473027391096	0.002692861540109127
-1742	GBM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	1.2863797861816467e+19	0.002055174985629952	0.00048088931205948353
-1743	DeepLearning_grid_1_AutoML_20190416_021340_model_3	city	1.0	1.0	0.1335516535514905
-1744	DeepLearning_grid_1_AutoML_20190416_021340_model_3	exclusive_use_area	0.4591478109359741	0.4591478109359741	0.061319949375046486
-1745	DeepLearning_grid_1_AutoML_20190416_021340_model_3	supply_area	0.4443511366844177	0.4443511366844177	0.05934382906168837
-1746	DeepLearning_grid_1_AutoML_20190416_021340_model_3	apartment_building_count_in_sites	0.4417937099933624	0.4417937099933624	0.059002280498261214
-1747	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_parking_capacity_in_site	0.43354275822639465	0.43354275822639465	0.057900352246409076
-1748	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_in_sites	0.3886672854423523	0.3886672854423523	0.051907158652195313
-1749	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_individual	0.3877770006656647	0.3877770006656647	0.05178825964813696
-1750	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_cogeneration	0.37823286652565	0.37823286652565	0.05051362475202077
-1751	DeepLearning_grid_1_AutoML_20190416_021340_model_3	room_count	0.3764110505580902	0.3764110505580902	0.05027031821708665
-1752	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_corridor	0.37468039989471436	0.37468039989471436	0.05003918695927282
-1753	DeepLearning_grid_1_AutoML_20190416_021340_model_3	bathroom_count	0.37269484996795654	0.37269484996795654	0.04977401348334527
-1754	DeepLearning_grid_1_AutoML_20190416_021340_model_3	floor	0.3716200590133667	0.3716200590133667	0.04963047337413761
-1755	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_stairway	0.36979037523269653	0.36979037523269653	0.04938611607975277
-1756	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_district	0.36421439051628113	0.36421439051628113	0.048641434100697656
-1757	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_type_central	0.3620169758796692	0.3620169758796692	0.04834796574243988
-1758	DeepLearning_grid_1_AutoML_20190416_021340_model_3	total_household_count_of_area_type	0.34027203917503357	0.34027203917503357	0.04544389348916329
-1759	DeepLearning_grid_1_AutoML_20190416_021340_model_3	heat_fuel_gas	0.33903953433036804	0.33903953433036804	0.04527929042914799
-1760	DeepLearning_grid_1_AutoML_20190416_021340_model_3	front_door_structure_mixed	0.28348731994628906	0.28348731994628906	0.03786020033970735
-1761	GBM_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	8.726815873174392e+19	1.0	0.2509238849098573
-1762	GBM_grid_1_AutoML_20190416_015849_model_2	supply_area	4.946622768917722e+19	0.5668301979560824	0.14223123535536364
-1763	GBM_grid_1_AutoML_20190416_015849_model_2	city	4.7952033051962245e+19	0.5494791427806259	0.13787744118345283
-1764	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_district	4.0288955975851835e+19	0.46166845458143796	0.11584364216390441
-1765	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	2.5822868406179725e+19	0.29590252368630093	0.0742490107979977
-1766	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.074752273236571e+19	0.23774447672423238	0.059655767715505535
-1767	GBM_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.8137000653048775e+19	0.20783067864191587	0.05214968128828164
-1768	GBM_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	1.691448885849673e+19	0.19382199767146066	0.04863456863671223
-1769	GBM_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	1.2190242536199029e+19	0.1396871747193723	0.03505084855266691
-1770	GBM_grid_1_AutoML_20190416_015849_model_2	floor	7.946243101704585e+18	0.09105546876645775	0.02284799196516775
-1771	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_central	5.38582246873052e+18	0.06171577981020721	0.01548596323021853
-1772	GBM_grid_1_AutoML_20190416_015849_model_2	bathroom_count	3.8853725514964664e+18	0.04452222446264535	0.011171689526995656
-1773	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	3.5024912666234716e+18	0.040134813401871805	0.010070783298929879
-1774	GBM_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	2.571031469937918e+18	0.029461277828045907	0.007392538287021922
-1775	GBM_grid_1_AutoML_20190416_015849_model_2	room_count	2.2370435430067732e+18	0.025634132489070673	0.006432216110451603
-1776	GBM_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	1.424085948466987e+18	0.01631850573179303	0.004094702854145281
-1777	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	1.0965776497167565e+18	0.01256561001920022	0.0031530116822799455
-1778	GBM_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	9.512062696061665e+17	0.01089980908764337	0.002735022441047242
-1779	GBM_grid_1_AutoML_20190416_021340_model_19	city	5.584904222199828e+19	1.0	0.18242653092121383
-1780	GBM_grid_1_AutoML_20190416_021340_model_19	exclusive_use_area	4.62542683514203e+19	0.8282016398340541	0.1510859520581871
-1781	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_in_sites	3.0608908381470065e+19	0.5480650547201967	0.09998160665175072
-1782	GBM_grid_1_AutoML_20190416_021340_model_19	bathroom_count	2.8969211089014227e+19	0.5187056023962323	0.09462566361454311
-1783	GBM_grid_1_AutoML_20190416_021340_model_19	supply_area	2.7364214383531e+19	0.4899674783098171	0.08938306733227501
-1784	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_gas	2.483239534653027e+19	0.4446342203653599	0.08111307835011113
-1785	GBM_grid_1_AutoML_20190416_021340_model_19	total_household_count_of_area_type	2.36451844722996e+19	0.4233767228865036	0.07723514682897692
-1786	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_corridor	1.8122271595283087e+19	0.32448670333946994	0.059194983620280556
-1787	GBM_grid_1_AutoML_20190416_021340_model_19	floor	1.2443681065913025e+19	0.22280921159667813	0.04064631152887268
-1788	GBM_grid_1_AutoML_20190416_021340_model_19	room_count	1.074507633848746e+19	0.19239499749657482	0.03509795195989576
-1789	GBM_grid_1_AutoML_20190416_021340_model_19	apartment_building_count_in_sites	9.934373429979382e+18	0.17787902951836745	0.03244985427866797
-1790	GBM_grid_1_AutoML_20190416_021340_model_19	total_parking_capacity_in_site	8.77645134648941e+18	0.1571459598466036	0.028667592303100255
-1791	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_district	2.3858346791576535e+18	0.04271934816131728	0.0077931424882846465
-1792	GBM_grid_1_AutoML_20190416_021340_model_19	heat_fuel_cogeneration	2.029723203886121e+18	0.03634302618508715	0.006629932190124284
-1793	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_individual	1.600172323338453e+18	0.028651741546037904	0.005226837815094911
-1794	GBM_grid_1_AutoML_20190416_021340_model_19	heat_type_central	1.303279719705215e+18	0.023335757747191384	0.004257061332237964
-1795	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_stairway	6.779120717230244e+17	0.01213829359916942	0.002214346792599652
-1796	GBM_grid_1_AutoML_20190416_021340_model_19	front_door_structure_mixed	6.033941829789942e+17	0.010804020247661908	0.0019709399337835155
-1797	DeepLearning_grid_1_AutoML_20190416_020809_model_4	city	1.0	1.0	0.10099911289943586
-1798	DeepLearning_grid_1_AutoML_20190416_020809_model_4	supply_area	0.6357630491256714	0.6357630491256714	0.06421150397593328
-1799	DeepLearning_grid_1_AutoML_20190416_020809_model_4	apartment_building_count_in_sites	0.5851655602455139	0.5851655602455139	0.0591012024840983
-1800	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_parking_capacity_in_site	0.5831006765365601	0.5831006765365601	0.058892651061253465
-1801	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_stairway	0.5815253853797913	0.5815253853797913	0.05873354805186149
-1802	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_district	0.5506886839866638	0.5506886839866638	0.05561906856641082
-1803	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_in_sites	0.5315724015235901	0.5315724015235901	0.05368834099570533
-1804	DeepLearning_grid_1_AutoML_20190416_020809_model_4	room_count	0.5235360264778137	0.5235360264778137	0.052876674245154756
-1805	DeepLearning_grid_1_AutoML_20190416_020809_model_4	exclusive_use_area	0.5208905339241028	0.5208905339241028	0.05260948184404789
-1806	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_gas	0.509010910987854	0.509010910987854	0.05140965046590697
-1807	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_corridor	0.5082725882530212	0.5082725882530212	0.05133508052465537
-1808	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_fuel_cogeneration	0.5052271485328674	0.5052271485328674	0.05102749381453113
-1809	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_individual	0.49917349219322205	0.49917349219322205	0.0504160798944289
-1810	DeepLearning_grid_1_AutoML_20190416_020809_model_4	bathroom_count	0.4991607964038849	0.4991607964038849	0.05041479763096829
-1811	DeepLearning_grid_1_AutoML_20190416_020809_model_4	floor	0.49660634994506836	0.49660634994506836	0.050156800804678714
-1812	DeepLearning_grid_1_AutoML_20190416_020809_model_4	heat_type_central	0.4784940779209137	0.4784940779209137	0.04832747739764583
-1813	DeepLearning_grid_1_AutoML_20190416_020809_model_4	total_household_count_of_area_type	0.47503191232681274	0.47503191232681274	0.04797780174393068
-1814	DeepLearning_grid_1_AutoML_20190416_020809_model_4	front_door_structure_mixed	0.41785746812820435	0.41785746812820435	0.042203233599352935
-1815	DeepLearning_grid_1_AutoML_20190416_021340_model_4	city	1.0	1.0	0.09986155302774685
-1816	DeepLearning_grid_1_AutoML_20190416_021340_model_4	supply_area	0.7093148827552795	0.7093148827552795	0.07083328577763638
-1817	DeepLearning_grid_1_AutoML_20190416_021340_model_4	room_count	0.6242623925209045	0.6242623925209045	0.06233981201395443
-1818	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_parking_capacity_in_site	0.6130431294441223	0.6130431294441223	0.061219438979280096
-1819	DeepLearning_grid_1_AutoML_20190416_021340_model_4	apartment_building_count_in_sites	0.6047936081886292	0.6047936081886292	0.06039562897497114
-1820	DeepLearning_grid_1_AutoML_20190416_021340_model_4	exclusive_use_area	0.6030193567276001	0.6030193567276001	0.06021844946861103
-1821	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_gas	0.5589218735694885	0.5589218735694885	0.055814806315827095
-1822	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_mixed	0.556253969669342	0.556253969669342	0.05554838528902969
-1823	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_fuel_cogeneration	0.5511273145675659	0.5511273145675659	0.0550364295487287
-1824	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_central	0.5313650369644165	0.5313650369644165	0.053062937815912745
-1825	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_in_sites	0.5224857330322266	0.5224857330322266	0.05217623673543888
-1826	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_district	0.5093684792518616	0.5093684792518616	0.050866327401472546
-1827	DeepLearning_grid_1_AutoML_20190416_021340_model_4	heat_type_individual	0.5021281242370605	0.5021281242370605	0.050143294305222276
-1828	DeepLearning_grid_1_AutoML_20190416_021340_model_4	total_household_count_of_area_type	0.4478154480457306	0.4478154480457306	0.04471954611166294
-1829	DeepLearning_grid_1_AutoML_20190416_021340_model_4	bathroom_count	0.43615829944610596	0.43615829944610596	0.0435554451486292
-1830	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_corridor	0.43472594022750854	0.43472594022750854	0.04341240753256645
-1831	DeepLearning_grid_1_AutoML_20190416_021340_model_4	front_door_structure_stairway	0.41862189769744873	0.41862189769744873	0.04180423283548979
-1832	DeepLearning_grid_1_AutoML_20190416_021340_model_4	floor	0.3904584050178528	0.3904584050178528	0.038991782717819765
-1833	GBM_grid_1_AutoML_20190416_021340_model_13	supply_area	1.219382936303116e+20	1.0	0.27318524758905416
-1834	GBM_grid_1_AutoML_20190416_021340_model_13	city	8.082047301288408e+19	0.6627981301584625	0.1810666712889017
-1835	GBM_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	7.0005285215939854e+19	0.5741041893548184	0.15683679511080928
-1836	GBM_grid_1_AutoML_20190416_021340_model_13	apartment_building_count_in_sites	3.5433785306476708e+19	0.2905878395666554	0.0793843108983851
-1837	GBM_grid_1_AutoML_20190416_021340_model_13	floor	2.845633069609858e+19	0.23336664675964322	0.06375232517406047
-1838	GBM_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	2.783400931380062e+19	0.2282630704853623	0.06235810342598141
-1839	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_district	2.4575056849072554e+19	0.20153682750046004	0.05505688811902567
-1840	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	1.7755494307466314e+19	0.14561048690165226	0.039778636915790595
-1841	GBM_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	1.6762011884491637e+19	0.13746306747009385	0.03755288212116844
-1842	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_individual	5.752700911617049e+18	0.04717714788643749	0.012888100825901846
-1843	GBM_grid_1_AutoML_20190416_021340_model_13	bathroom_count	4.388868612669047e+18	0.03599253755325682	0.009832630282844793
-1844	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_stairway	3.1640277776114647e+18	0.025947778039309435	0.007088550168054569
-1845	GBM_grid_1_AutoML_20190416_021340_model_13	room_count	2.8944319245273006e+18	0.023736857703639366	0.006484559348754867
-1846	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_mixed	2.56484204410726e+18	0.021033934195300957	0.005746160520915164
-1847	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_cogeneration	1.409814699855315e+18	0.011561705989830754	0.003158487513383765
-1848	GBM_grid_1_AutoML_20190416_021340_model_13	heat_fuel_gas	1.149436327624704e+18	0.009426377009256226	0.0025751471371414296
-1849	GBM_grid_1_AutoML_20190416_021340_model_13	front_door_structure_corridor	1.095290327759061e+18	0.008982332745115536	0.002453840794901656
-1850	GBM_grid_1_AutoML_20190416_021340_model_13	heat_type_central	3.573818578782126e+17	0.0029308418810723305	0.0008006627649251138
-1851	GBM_grid_1_AutoML_20190416_021340_model_10	supply_area	6.7788414687645794e+19	1.0	0.1780259206942399
-1852	GBM_grid_1_AutoML_20190416_021340_model_10	room_count	5.549179769999432e+19	0.8186029715503512	0.14573254769329194
-1853	GBM_grid_1_AutoML_20190416_021340_model_10	exclusive_use_area	4.28488301515469e+19	0.6320966547010274	0.11252958892089944
-1854	GBM_grid_1_AutoML_20190416_021340_model_10	city	3.8593610200891e+19	0.5693245723287957	0.10135453116268824
-1855	GBM_grid_1_AutoML_20190416_021340_model_10	total_parking_capacity_in_site	3.1071376166252184e+19	0.45835820633101243	0.08159964168983885
-1856	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_of_area_type	2.4810537055370084e+19	0.36599966483493707	0.06515742730602288
-1857	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_district	2.296646034251999e+19	0.3387962448796659	0.06031451342245368
-1858	GBM_grid_1_AutoML_20190416_021340_model_10	apartment_building_count_in_sites	2.0179787704340316e+19	0.29768785414623383	0.05299615431387587
-1859	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_individual	1.986570780981959e+19	0.29305461562062535	0.0521713177595584
-1860	GBM_grid_1_AutoML_20190416_021340_model_10	total_household_count_in_sites	1.8607818129132225e+19	0.27449849970489776	0.04886784813915196
-1861	GBM_grid_1_AutoML_20190416_021340_model_10	floor	1.6178569233351836e+19	0.2386627465459865	0.04248815518926526
-1862	GBM_grid_1_AutoML_20190416_021340_model_10	bathroom_count	8.344884786250121e+18	0.12310193157195853	0.021915334707337236
-1863	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_gas	4.801151113346679e+18	0.07082554055098256	0.012608782065255892
-1864	GBM_grid_1_AutoML_20190416_021340_model_10	heat_fuel_cogeneration	3.8188422024113684e+18	0.05633473241715062	0.01002904260562688
-1865	GBM_grid_1_AutoML_20190416_021340_model_10	heat_type_central	1.7491138177044316e+18	0.025802547909756644	0.004593522347891662
-1866	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_stairway	1.6815261507502735e+18	0.024805509296807998	0.004416023630853771
-1867	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_mixed	1.123964835097215e+18	0.016580485622450375	0.0029517562184943353
-1868	GBM_grid_1_AutoML_20190416_021340_model_10	front_door_structure_corridor	8.559486366247813e+17	0.012626768756413697	0.002247892133253811
-1869	DeepLearning_grid_1_AutoML_20190416_021340_model_7	city	1.0	1.0	0.11043662754183926
-1870	DeepLearning_grid_1_AutoML_20190416_021340_model_7	supply_area	0.5974629521369934	0.5974629521369934	0.06598179351520088
-1871	DeepLearning_grid_1_AutoML_20190416_021340_model_7	exclusive_use_area	0.5553152561187744	0.5553152561187744	0.06132714410829017
-1872	DeepLearning_grid_1_AutoML_20190416_021340_model_7	apartment_building_count_in_sites	0.5236496925354004	0.5236496925354004	0.05783010605693066
-1873	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_parking_capacity_in_site	0.5180709362030029	0.5180709362030029	0.057214007021703005
-1874	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_stairway	0.5120643973350525	0.5120643973350525	0.05655066512592758
-1875	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_gas	0.4818808436393738	0.4818808436393738	0.053217295248548804
-1876	DeepLearning_grid_1_AutoML_20190416_021340_model_7	bathroom_count	0.48013532161712646	0.48013532161712646	0.0530245256831118
-1877	DeepLearning_grid_1_AutoML_20190416_021340_model_7	floor	0.4776095151901245	0.4776095151901245	0.0527455841394902
-1878	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_in_sites	0.4589800536632538	0.4589800536632538	0.05068820923554216
-1879	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_individual	0.4482848048210144	0.4482848048210144	0.04950706202268448
-1880	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_district	0.44772404432296753	0.44772404432296753	0.0494451335244215
-1881	DeepLearning_grid_1_AutoML_20190416_021340_model_7	room_count	0.4409758150577545	0.4409758150577545	0.04869988184249223
-1882	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_corridor	0.43091046810150146	0.43091046810150146	0.047588298869605125
-1883	DeepLearning_grid_1_AutoML_20190416_021340_model_7	total_household_count_of_area_type	0.42951688170433044	0.42951688170433044	0.04743439588771338
-1884	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_type_central	0.42851996421813965	0.42851996421813965	0.047324299682600976
-1885	DeepLearning_grid_1_AutoML_20190416_021340_model_7	heat_fuel_cogeneration	0.41270434856414795	0.41270434856414795	0.04557767642727621
-1886	DeepLearning_grid_1_AutoML_20190416_021340_model_7	front_door_structure_mixed	0.41116154193878174	0.41116154193878174	0.04540729406662156
-1887	DeepLearning_grid_1_AutoML_20190416_021340_model_5	supply_area	1.0	1.0	0.0665087077774199
-1888	DeepLearning_grid_1_AutoML_20190416_021340_model_5	room_count	0.9186531901359558	0.9186531901359558	0.06109843657154686
-1889	DeepLearning_grid_1_AutoML_20190416_021340_model_5	apartment_building_count_in_sites	0.9114259481430054	0.9114259481430054	0.060617762045801014
-1890	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_of_area_type	0.8867244124412537	0.8867244124412537	0.05897489482615971
-1891	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_cogeneration	0.8809428215026855	0.8809428215026855	0.0585903686839379
-1892	DeepLearning_grid_1_AutoML_20190416_021340_model_5	city	0.8709022402763367	0.8709022402763367	0.05792258260123922
-1893	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_central	0.8575815558433533	0.8575815558433533	0.057036641092890694
-1894	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_household_count_in_sites	0.8467792868614197	0.8467792868614197	0.05631819614183819
-1895	DeepLearning_grid_1_AutoML_20190416_021340_model_5	floor	0.845142662525177	0.845142662525177	0.05620934637211761
-1896	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_district	0.823436975479126	0.823436975479126	0.05476572917526367
-1897	DeepLearning_grid_1_AutoML_20190416_021340_model_5	bathroom_count	0.812926709651947	0.812926709651947	0.054066704976700825
-1898	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_mixed	0.8029020428657532	0.8029020428657532	0.05339997734285185
-1899	DeepLearning_grid_1_AutoML_20190416_021340_model_5	total_parking_capacity_in_site	0.7853900194168091	0.7853900194168091	0.052235275292694706
-1900	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_corridor	0.7751805186271667	0.7751805186271667	0.051556254588123046
-1901	DeepLearning_grid_1_AutoML_20190416_021340_model_5	front_door_structure_stairway	0.774206280708313	0.774206280708313	0.05149145928307232
-1902	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_type_individual	0.7656461000442505	0.7656461000442505	0.050922132728764266
-1903	DeepLearning_grid_1_AutoML_20190416_021340_model_5	exclusive_use_area	0.7428159117698669	0.7428159117698669	0.04940372640831981
-1904	DeepLearning_grid_1_AutoML_20190416_021340_model_5	heat_fuel_gas	0.7349684834480286	0.7349684834480286	0.04888180409125841
-1905	GBM_grid_1_AutoML_20190416_020809_model_3	supply_area	4.166770063214899e+21	1.0	0.1931465378744332
-1906	GBM_grid_1_AutoML_20190416_020809_model_3	city	4.0054573170119756e+21	0.9612859016082923	0.1856690438031447
-1907	GBM_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	3.541830312722646e+21	0.8500181817064134	0.1641780689269146
-1908	GBM_grid_1_AutoML_20190416_020809_model_3	room_count	1.5117816929771219e+21	0.36281860290862716	0.07007715702824009
-1909	GBM_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	1.3418605975614563e+21	0.32203855197282827	0.062200631375647505
-1910	GBM_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	1.1507237479886902e+21	0.2761668463896089	0.05334067025585338
-1911	GBM_grid_1_AutoML_20190416_020809_model_3	bathroom_count	9.322823479313627e+20	0.22374221130216482	0.04321503348938301
-1912	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	8.080280342122107e+20	0.19392191600531258	0.03745534669440276
-1913	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	7.546584083030333e+20	0.18111352362956443	0.03498145005128972
-1914	GBM_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	7.501489680698961e+20	0.180031284829553	0.03477241937391413
-1915	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_district	6.813875163779941e+20	0.16352894593186768	0.03158504974899562
-1916	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	6.653582905105082e+20	0.15968202718561977	0.030842030711673584
-1917	GBM_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	4.054497154091901e+20	0.09730551704510489	0.018794223733343655
-1918	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	3.031111489298461e+20	0.07274487056671869	0.014050419898085472
-1919	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	2.6222066333657753e+20	0.06293139754735097	0.012154981559870435
-1920	GBM_grid_1_AutoML_20190416_020809_model_3	floor	2.5410542309866052e+20	0.06098378822051049	0.011778807561259243
-1921	GBM_grid_1_AutoML_20190416_020809_model_3	heat_type_central	3.7928273724691186e+19	0.009102559812342363	0.0017581279135488776
-1922	GBM_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	0.0	0.0	0.0
-1923	DeepLearning_grid_1_AutoML_20190416_015849_model_5	city	1.0	1.0	0.12292167047630163
-1924	DeepLearning_grid_1_AutoML_20190416_015849_model_5	supply_area	0.5566843152046204	0.5566843152046204	0.06842856595290799
-1925	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_parking_capacity_in_site	0.5210067629814148	0.5210067629814148	0.06404302163512605
-1926	DeepLearning_grid_1_AutoML_20190416_015849_model_5	apartment_building_count_in_sites	0.5073556303977966	0.5073556303977966	0.06236500161405425
-1927	DeepLearning_grid_1_AutoML_20190416_015849_model_5	exclusive_use_area	0.470718115568161	0.470718115568161	0.05786145708909516
-1928	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_stairway	0.45125481486320496	0.45125481486320496	0.055468995653459384
-1929	DeepLearning_grid_1_AutoML_20190416_015849_model_5	floor	0.43693533539772034	0.43693533539772034	0.053708821317210914
-1930	DeepLearning_grid_1_AutoML_20190416_015849_model_5	bathroom_count	0.43297556042671204	0.43297556042671204	0.053222079163064324
-1931	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_central	0.39531174302101135	0.39531174302101135	0.04859237981104119
-1932	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_district	0.39332646131515503	0.39332646131515503	0.04834834566739129
-1933	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_type_individual	0.39085933566093445	0.39085933566093445	0.04804508246069956
-1934	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_cogeneration	0.387646347284317	0.387646347284317	0.047650136562224804
-1935	DeepLearning_grid_1_AutoML_20190416_015849_model_5	room_count	0.38671767711639404	0.38671767711639404	0.0475359828738622
-1936	DeepLearning_grid_1_AutoML_20190416_015849_model_5	heat_fuel_gas	0.3857880234718323	0.3857880234718323	0.04742170829490829
-1937	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_in_sites	0.36729907989501953	0.36729907989501953	0.04514901646510438
-1938	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_corridor	0.36065393686294556	0.36065393686294556	0.04433218438304789
-1939	DeepLearning_grid_1_AutoML_20190416_015849_model_5	total_household_count_of_area_type	0.3498469293117523	0.3498469293117523	0.04300376896200521
-1940	DeepLearning_grid_1_AutoML_20190416_015849_model_5	front_door_structure_mixed	0.34088197350502014	0.34088197350502014	0.04190178161849547
-1941	GBM_grid_1_AutoML_20190416_020809_model_10	supply_area	4.46438087444047e+21	1.0	0.28898098981018877
-1942	GBM_grid_1_AutoML_20190416_020809_model_10	city	4.3319671640964297e+21	0.9703399611126065	0.2804098024147011
-1943	GBM_grid_1_AutoML_20190416_020809_model_10	exclusive_use_area	2.812839959389578e+21	0.6300627205652827	0.18207614863145574
-1944	GBM_grid_1_AutoML_20190416_020809_model_10	room_count	6.804704005351266e+20	0.1524221207090471	0.044047095311468505
-1945	GBM_grid_1_AutoML_20190416_020809_model_10	apartment_building_count_in_sites	5.918318193066157e+20	0.1325675017324303	0.03830948786730162
-1946	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_gas	4.38730085202435e+20	0.09827344430092379	0.02839915720613741
-1947	GBM_grid_1_AutoML_20190416_020809_model_10	heat_fuel_cogeneration	4.2738062711336835e+20	0.09573121987871001	0.02766450267628644
-1948	GBM_grid_1_AutoML_20190416_020809_model_10	total_parking_capacity_in_site	3.983471517687339e+20	0.08922786002631541	0.025785155309049602
-1949	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_individual	3.853681998551172e+20	0.08632063676767188	0.02494502305416759
-1950	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_district	3.024497531033202e+20	0.06774730060217518	0.019577681984984982
-1951	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_in_sites	1.91960234248389e+20	0.04299817592791022	0.012425655439680126
-1952	GBM_grid_1_AutoML_20190416_020809_model_10	bathroom_count	1.6582538821392086e+20	0.03714409520104041	0.01073393739680054
-1953	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_stairway	7.571551968995731e+19	0.0169599148951302	0.0049010929934912885
-1954	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_corridor	7.3433333772926845e+19	0.016448716146363833	0.004753366273083054
-1955	GBM_grid_1_AutoML_20190416_020809_model_10	total_household_count_of_area_type	6.5887719723035e+19	0.01475853462688549	0.004264935944625314
-1956	GBM_grid_1_AutoML_20190416_020809_model_10	floor	4.1677247735593435e+19	0.009335504498329105	0.0026977833303046144
-1957	GBM_grid_1_AutoML_20190416_020809_model_10	heat_type_central	4.3541168984057446e+17	9.753013958405721e-05	2.8184356273326724e-05
-1958	GBM_grid_1_AutoML_20190416_020809_model_10	front_door_structure_mixed	0.0	0.0	0.0
-1959	GBM_grid_1_AutoML_20190416_020809_model_13	exclusive_use_area	4.8956573263377465e+20	1.0	0.219737746189344
-1960	GBM_grid_1_AutoML_20190416_020809_model_13	city	4.525570860365088e+20	0.924405153117711	0.20312670491190124
-1961	GBM_grid_1_AutoML_20190416_020809_model_13	supply_area	3.751294772085229e+20	0.7662494578417376	0.16837392888495017
-1962	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_cogeneration	1.904124033514571e+20	0.3889414447516026	0.0854651164693444
-1963	GBM_grid_1_AutoML_20190416_020809_model_13	apartment_building_count_in_sites	1.4466692301067387e+20	0.2955005086495579	0.0649326157684586
-1964	GBM_grid_1_AutoML_20190416_020809_model_13	room_count	1.3022546230244069e+20	0.2660019965079079	0.058450679194513425
-1965	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_in_sites	1.0731561581363488e+20	0.21920573410294952	0.04816777396356275
-1966	GBM_grid_1_AutoML_20190416_020809_model_13	total_parking_capacity_in_site	7.956420621135931e+19	0.16251996597743543	0.03571177103465053
-1967	GBM_grid_1_AutoML_20190416_020809_model_13	heat_fuel_gas	6.449809975324705e+19	0.13174553579610035	0.02894946710634263
-1968	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_corridor	5.364028169147069e+19	0.10956706753737792	0.02407602047723906
-1969	GBM_grid_1_AutoML_20190416_020809_model_13	bathroom_count	4.259775447232099e+19	0.0870113074359858	0.019119668588971628
-1970	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_individual	3.9607658988863226e+19	0.0809036587911928	0.017777587641248413
-1971	GBM_grid_1_AutoML_20190416_020809_model_13	total_household_count_of_area_type	2.3513841211291992e+19	0.0480299981062641	0.010554003533348932
-1972	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_district	2.261638463632913e+19	0.04619682941176682	0.01015118717603524
-1973	GBM_grid_1_AutoML_20190416_020809_model_13	floor	6.950336805346476e+18	0.01419694300897027	0.003119604259569691
-1974	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_stairway	4.573295195554054e+18	0.009341534528878394	0.0020526877433256737
-1975	GBM_grid_1_AutoML_20190416_020809_model_13	heat_type_central	5.200871762396447e+17	0.0010623439133324757	0.000233437057193646
-1976	GBM_grid_1_AutoML_20190416_020809_model_13	front_door_structure_mixed	0.0	0.0	0.0
-1977	GBM_grid_1_AutoML_20190416_015849_model_10	supply_area	2.780485818191572e+21	1.0	0.19815624551150918
-1978	GBM_grid_1_AutoML_20190416_015849_model_10	city	2.7194651394654454e+21	0.9780539507423871	0.19380749878680995
-1979	GBM_grid_1_AutoML_20190416_015849_model_10	exclusive_use_area	2.1080283065559558e+21	0.7581510730117723	0.15023237015853488
-1980	GBM_grid_1_AutoML_20190416_015849_model_10	room_count	9.633253786878508e+20	0.3464593749715284	0.0686530889666222
-1981	GBM_grid_1_AutoML_20190416_015849_model_10	total_parking_capacity_in_site	7.816191371035426e+20	0.2811088378835565	0.05570347189510906
-1982	GBM_grid_1_AutoML_20190416_015849_model_10	bathroom_count	7.333752408890105e+20	0.2637579505318239	0.05226528520119659
-1983	GBM_grid_1_AutoML_20190416_015849_model_10	apartment_building_count_in_sites	7.076966306074182e+20	0.25452265427043397	0.05043525356785309
-1984	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_cogeneration	6.104074085509146e+20	0.21953264589852273	0.04350176487845887
-1985	GBM_grid_1_AutoML_20190416_015849_model_10	heat_fuel_gas	5.972630900884803e+20	0.21480529991587596	0.04256501174730368
-1986	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_in_sites	4.695897350115961e+20	0.16888765694802835	0.033466144014057043
-1987	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_individual	4.458504521351682e+20	0.16034983858509638	0.031774321982399226
-1988	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_district	4.290968855994895e+20	0.15432442877143468	0.03058034939605582
-1989	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_corridor	2.1844847211611737e+20	0.07856485751047501	0.015568117193422422
-1990	GBM_grid_1_AutoML_20190416_015849_model_10	total_household_count_of_area_type	1.9657019623258404e+20	0.07069634915830403	0.01400892312058027
-1991	GBM_grid_1_AutoML_20190416_015849_model_10	floor	1.4193584168039455e+20	0.05104713742892227	0.010115309097025271
-1992	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_stairway	1.1938677574298763e+20	0.04293737984991299	0.008508309983160286
-1993	GBM_grid_1_AutoML_20190416_015849_model_10	heat_type_central	9.240414467085304e+18	0.0033233093319984166	0.0006585344999021678
-1994	GBM_grid_1_AutoML_20190416_015849_model_10	front_door_structure_mixed	0.0	0.0	0.0
-1995	GBM_grid_1_AutoML_20190416_015849_model_12	supply_area	3.3029771214104476e+21	1.0	0.3337044246384953
-1996	GBM_grid_1_AutoML_20190416_015849_model_12	city	1.9971874013769735e+21	0.6046628020614713	0.20177865246222362
-1997	GBM_grid_1_AutoML_20190416_015849_model_12	exclusive_use_area	1.6638645932187263e+21	0.5037469325576853	0.16810258029256928
-1998	GBM_grid_1_AutoML_20190416_015849_model_12	apartment_building_count_in_sites	5.121714805946167e+20	0.155063587111953	0.05174540511957547
-1999	GBM_grid_1_AutoML_20190416_015849_model_12	total_parking_capacity_in_site	4.6628289661645514e+20	0.1411704893727334	0.04710921693206281
-2000	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_district	4.481366974491284e+20	0.1356765974987328	0.04527588090522334
-2001	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_cogeneration	3.0826822790002246e+20	0.09333041573366539	0.03114477268367438
-2002	GBM_grid_1_AutoML_20190416_015849_model_12	floor	2.8676723403839767e+20	0.0868208357180329	0.02897249702991949
-2003	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_in_sites	2.7898446852453407e+20	0.08446454767007325	0.028186193282592552
-2004	GBM_grid_1_AutoML_20190416_015849_model_12	total_household_count_of_area_type	2.6672545923259905e+20	0.08075304473156662	0.026947648329954114
-2005	GBM_grid_1_AutoML_20190416_015849_model_12	bathroom_count	1.4026016836747788e+20	0.042464771390115945	0.014170682104143876
-2006	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_individual	1.1090518702678868e+20	0.03357734036602397	0.011204907047734951
-2007	GBM_grid_1_AutoML_20190416_015849_model_12	room_count	4.126709031601439e+19	0.012493907405084412	0.0041692721821003295
-2008	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_stairway	3.555022138883493e+19	0.010763084357561086	0.003591688872875511
-2009	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_corridor	2.5001632176277553e+19	0.007569423358767099	0.002525950066782561
-2010	GBM_grid_1_AutoML_20190416_015849_model_12	heat_type_central	1.2702462122626384e+19	0.003845761461769417	0.001283347615896662
-2011	GBM_grid_1_AutoML_20190416_015849_model_12	front_door_structure_mixed	8.599349160312832e+17	0.00026035146003798874	8.688043417576923e-05
-2012	GBM_grid_1_AutoML_20190416_015849_model_12	heat_fuel_gas	0.0	0.0	0.0
-2013	GBM_grid_1_AutoML_20190416_021340_model_18	supply_area	2.2251566590272125e+21	1.0	0.23450783334238412
-2014	GBM_grid_1_AutoML_20190416_021340_model_18	city	1.4712522518180429e+21	0.6611904136499048	0.15505433133179392
-2015	GBM_grid_1_AutoML_20190416_021340_model_18	exclusive_use_area	1.2854040355826932e+21	0.5776690060755733	0.13546790700383124
-2016	GBM_grid_1_AutoML_20190416_021340_model_18	room_count	6.178871838445352e+20	0.27768255387225693	0.06511873406556283
-2017	GBM_grid_1_AutoML_20190416_021340_model_18	total_parking_capacity_in_site	5.203702485318726e+20	0.23385780341388032	0.05484148678879828
-2018	GBM_grid_1_AutoML_20190416_021340_model_18	bathroom_count	4.984615733508545e+20	0.22401190106262922	0.0525325455611057
-2019	GBM_grid_1_AutoML_20190416_021340_model_18	apartment_building_count_in_sites	4.9555893302227e+20	0.22270743545711386	0.052226638158286626
-2020	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_in_sites	4.0556811082126905e+20	0.18226496960379146	0.04274256311600064
-2021	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_cogeneration	3.814376832803296e+20	0.17142059716689134	0.04019947283186532
-2022	GBM_grid_1_AutoML_20190416_021340_model_18	heat_fuel_gas	3.7203416725838e+20	0.1671945953778485	0.039208442308615844
-2023	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_district	3.5500658483287346e+20	0.15954228813178223	0.03741391631627062
-2024	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_individual	2.7775795890570343e+20	0.12482624887504902	0.029272733167944962
-2025	GBM_grid_1_AutoML_20190416_021340_model_18	total_household_count_of_area_type	1.7276348250704786e+20	0.07764104239859503	0.018207432631338703
-2026	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_corridor	1.495066125563299e+20	0.06718925247343743	0.015756406021440236
-2027	GBM_grid_1_AutoML_20190416_021340_model_18	floor	1.2135734687056685e+20	0.05453878780994301	0.012789772962429766
-2028	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_stairway	1.167175573349335e+20	0.05245363595476453	0.012300788518682007
-2029	GBM_grid_1_AutoML_20190416_021340_model_18	heat_type_central	1.8828595665943134e+19	0.008461694411293524	0.001984333622797805
-2030	GBM_grid_1_AutoML_20190416_021340_model_18	front_door_structure_mixed	3.555029230733492e+18	0.0015976534579312134	0.00037466225085141673
-2031	GBM_grid_1_AutoML_20190416_020809_model_6	supply_area	2.863895072860259e+22	1.0	0.3147257805033109
-2032	GBM_grid_1_AutoML_20190416_020809_model_6	city	2.2950782802043716e+22	0.8013835080599538	0.2522160500566503
-2033	GBM_grid_1_AutoML_20190416_020809_model_6	exclusive_use_area	1.7706559460552701e+22	0.6182684424561903	0.19458501811259088
-2034	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_district	7.191432890428175e+21	0.2511067168129827	0.07902975743858984
-2035	GBM_grid_1_AutoML_20190416_020809_model_6	apartment_building_count_in_sites	4.3974936942497403e+21	0.1535493997640713	0.04832595468656225
-2036	GBM_grid_1_AutoML_20190416_020809_model_6	total_parking_capacity_in_site	3.467063522033878e+21	0.12106112248627936	0.038101056263101195
-2037	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_in_sites	2.041514221446856e+21	0.07128453276075976	0.022435080210943953
-2038	GBM_grid_1_AutoML_20190416_020809_model_6	total_household_count_of_area_type	1.1754871423835077e+21	0.041045049224150275	0.012917935152867512
-2039	GBM_grid_1_AutoML_20190416_020809_model_6	floor	1.02696131179134e+21	0.0358589014494055	0.011285720746655452
-2040	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_individual	9.333736264160699e+20	0.03259105528205966	0.01025724531107278
-2041	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_cogeneration	5.617773638527075e+20	0.019615850076924898	0.00617361372569612
-2042	GBM_grid_1_AutoML_20190416_020809_model_6	bathroom_count	4.7476359692725885e+20	0.016577548578031457	0.005217381915052503
-2043	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_stairway	3.325317227362019e+20	0.011611169902397727	0.0036543345100886774
-2044	GBM_grid_1_AutoML_20190416_020809_model_6	heat_type_central	5.331170363662611e+19	0.0018615103654402426	0.0005858653026781839
-2045	GBM_grid_1_AutoML_20190416_020809_model_6	room_count	2.7328288940605047e+19	0.0009542349927405495	0.00030032235287384066
-2046	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_corridor	1.7187760378952548e+19	0.0006001532857063303	0.00018888371126555138
-2047	GBM_grid_1_AutoML_20190416_020809_model_6	heat_fuel_gas	0.0	0.0	0.0
-2048	GBM_grid_1_AutoML_20190416_020809_model_6	front_door_structure_mixed	0.0	0.0	0.0
-2049	GBM_grid_1_AutoML_20190416_020809_model_8	supply_area	1.4834911215753942e+22	1.0	0.4045771451299066
-2050	GBM_grid_1_AutoML_20190416_020809_model_8	city	1.0623079542042458e+22	0.716086492702516	0.2897122288836716
-2051	GBM_grid_1_AutoML_20190416_020809_model_8	exclusive_use_area	6.187742100123923e+21	0.4171067834604124	0.1687518716667318
-2052	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_district	2.6053951533536384e+21	0.17562593502998775	0.0710542394052029
-2053	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_cogeneration	9.852116062394762e+20	0.06641169548714455	0.026868654163425643
-2054	GBM_grid_1_AutoML_20190416_020809_model_8	apartment_building_count_in_sites	6.556736513555688e+20	0.044198016544869906	0.017881507354127843
-2055	GBM_grid_1_AutoML_20190416_020809_model_8	total_parking_capacity_in_site	2.7182045537822468e+20	0.018323025424618975	0.00741307731643504
-2056	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_corridor	1.2765249074423556e+20	0.008604870557545025	0.0034813339643839534
-2057	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_in_sites	1.2456443757083597e+20	0.008396709340501796	0.003397116693465837
-2058	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_individual	9.837129982790966e+19	0.006631067648281184	0.0026827784183048853
-2059	GBM_grid_1_AutoML_20190416_020809_model_8	bathroom_count	6.110387657197696e+19	0.004118924318676586	0.001666422641856319
-2060	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_stairway	5.86184261393428e+19	0.003951383684527409	0.0015986395303989908
-2061	GBM_grid_1_AutoML_20190416_020809_model_8	floor	3.323936900464509e+19	0.002240617993678757	0.0009065028312092506
-2062	GBM_grid_1_AutoML_20190416_020809_model_8	heat_type_central	3.110154181751603e+17	2.0965101418664194e-05	8.482000879322114e-06
-2063	GBM_grid_1_AutoML_20190416_020809_model_8	total_household_count_of_area_type	0.0	0.0	0.0
-2064	GBM_grid_1_AutoML_20190416_020809_model_8	room_count	0.0	0.0	0.0
-2065	GBM_grid_1_AutoML_20190416_020809_model_8	heat_fuel_gas	0.0	0.0	0.0
-2066	GBM_grid_1_AutoML_20190416_020809_model_8	front_door_structure_mixed	0.0	0.0	0.0
-2067	GBM_grid_1_AutoML_20190416_021340_model_20	exclusive_use_area	9.775805381458736e+19	1.0	0.3021158959528529
-2068	GBM_grid_1_AutoML_20190416_021340_model_20	supply_area	7.807519478846692e+19	0.7986574173883217	0.2412871012136644
-2069	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_in_sites	3.147409868820421e+19	0.3219591374834395	0.09726897328101707
-2070	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_gas	2.9761266280315224e+19	0.304437998906585	0.09197555880175656
-2071	GBM_grid_1_AutoML_20190416_021340_model_20	total_parking_capacity_in_site	2.9058390278119883e+19	0.29724804396406485	0.08980335912243645
-2072	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_individual	2.4350145148541207e+19	0.24908582156028664	0.07525278614983844
-2073	GBM_grid_1_AutoML_20190416_021340_model_20	total_household_count_of_area_type	1.256085711959674e+19	0.12848923060007178	0.0388186390230334
-2074	GBM_grid_1_AutoML_20190416_021340_model_20	floor	1.0351691968790135e+19	0.10589093752238207	0.03199133546286202
-2075	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_district	3.9023951905176945e+18	0.03991891243988107	0.012060137997238153
-2076	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_stairway	3.5316684569339494e+18	0.03612662403889793	0.01091442738926352
-2077	GBM_grid_1_AutoML_20190416_021340_model_20	heat_fuel_cogeneration	2.078244377141969e+18	0.021259060466605313	0.0064227000999843385
-2078	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_corridor	6.759820852188938e+17	0.00691484802368298	0.0020890855060527974
-2079	GBM_grid_1_AutoML_20190416_021340_model_20	city	0.0	0.0	0.0
-2080	GBM_grid_1_AutoML_20190416_021340_model_20	apartment_building_count_in_sites	0.0	0.0	0.0
-2081	GBM_grid_1_AutoML_20190416_021340_model_20	room_count	0.0	0.0	0.0
-2082	GBM_grid_1_AutoML_20190416_021340_model_20	bathroom_count	0.0	0.0	0.0
-2083	GBM_grid_1_AutoML_20190416_021340_model_20	heat_type_central	0.0	0.0	0.0
-2084	GBM_grid_1_AutoML_20190416_021340_model_20	front_door_structure_mixed	0.0	0.0	0.0
-2085	XGBoost_grid_1_AutoML_20190416_020809_model_3	supply_area	5.3662736357737785e+20	1.0	0.291060801385347
-2086	XGBoost_grid_1_AutoML_20190416_020809_model_3	city	5.128557110786282e+20	0.9557017511364346	0.27816731757115015
-2087	XGBoost_grid_1_AutoML_20190416_020809_model_3	exclusive_use_area	4.08678092654573e+20	0.7615677477386866	0.22166251896605593
-2088	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_cogeneration	8.646950866969952e+19	0.16113510890174954	0.04690011392825839
-2089	XGBoost_grid_1_AutoML_20190416_020809_model_3	apartment_building_count_in_sites	8.639504974226653e+19	0.16099635539701468	0.046859728221975226
-2090	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_parking_capacity_in_site	5.575758924284638e+19	0.10390373847346034	0.030242305387018876
-2091	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_in_sites	3.4796094950645694e+19	0.06484219276236804	0.01887302058899799
-2092	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_individual	3.39466694416306e+19	0.06325929638646861	0.018412301501318742
-2093	XGBoost_grid_1_AutoML_20190416_020809_model_3	floor	2.367616870997033e+19	0.04412031572921531	0.012841694453519941
-2094	XGBoost_grid_1_AutoML_20190416_020809_model_3	total_household_count_of_area_type	1.872829601623415e+19	0.03490000191451971	0.010158022525590253
-2095	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_district	1.6272789683270844e+19	0.030324189163202116	0.008826182799202465
-2096	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_stairway	9.603395141251367e+18	0.017895835719653207	0.005208776286022781
-2097	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_fuel_gas	6.304931726179172e+18	0.011749180444597372	0.003419725875825559
-2098	XGBoost_grid_1_AutoML_20190416_020809_model_3	bathroom_count	5.766836782859551e+18	0.010746445623673481	0.003127869075270459
-2099	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_corridor	4.674793038059405e+18	0.008711432467579215	0.0025355565152279376
-2100	XGBoost_grid_1_AutoML_20190416_020809_model_3	room_count	2.311766902986244e+18	0.0043079556874905875	0.001253877034733574
-2101	XGBoost_grid_1_AutoML_20190416_020809_model_3	front_door_structure_mixed	7.435439823692759e+17	0.0013855871556987089	0.0004032901079269098
-2102	XGBoost_grid_1_AutoML_20190416_020809_model_3	heat_type_central	8.64651992713134e+16	0.00016112707837874865	4.6897776557798204e-05
-2103	GBM_grid_1_AutoML_20190416_020809_model_12	supply_area	1.295473802874517e+21	1.0	0.35971452031320317
-2104	GBM_grid_1_AutoML_20190416_020809_model_12	exclusive_use_area	5.5630264037131315e+20	0.42942021609154696	0.15446868704416286
-2105	GBM_grid_1_AutoML_20190416_020809_model_12	city	5.0762858002362296e+20	0.39184781575455235	0.1409533490799252
-2106	GBM_grid_1_AutoML_20190416_020809_model_12	apartment_building_count_in_sites	2.087310763107633e+20	0.16112334795779854	0.057958407821896825
-2107	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_gas	1.971062301413574e+20	0.15214991588714483	0.05473053400903851
-2108	GBM_grid_1_AutoML_20190416_020809_model_12	heat_fuel_cogeneration	1.880856432330366e+20	0.14518675932751	0.05222578548732373
-2109	GBM_grid_1_AutoML_20190416_020809_model_12	room_count	1.657565675821151e+20	0.12795053610062906	0.04602566571725497
-2110	GBM_grid_1_AutoML_20190416_020809_model_12	bathroom_count	1.471723229822824e+20	0.11360501667862588	0.040865374079725354
-2111	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_individual	1.3394676380469507e+20	0.10339596486434663	0.03719302990349926
-2112	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_district	6.366503497725326e+19	0.049144208733505376	0.017677885470744815
-2113	GBM_grid_1_AutoML_20190416_020809_model_12	total_parking_capacity_in_site	6.343840364053607e+19	0.04896926784607537	0.01761495669333977
-2114	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_in_sites	2.8739571488483443e+19	0.022184602594597765	0.007980123680654778
-2115	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_corridor	2.3950466074774864e+19	0.018487804247088097	0.006650331636385696
-2116	GBM_grid_1_AutoML_20190416_020809_model_12	total_household_count_of_area_type	1.202526081645124e+19	0.009282519484198353	0.0033390570435563724
-2117	GBM_grid_1_AutoML_20190416_020809_model_12	floor	5.712883197528769e+18	0.004409879369889608	0.0015862976421789309
-2118	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_stairway	3.6589963014769213e+18	0.002824446386610059	0.0010159943771097973
-2119	GBM_grid_1_AutoML_20190416_020809_model_12	heat_type_central	0.0	0.0	0.0
-2120	GBM_grid_1_AutoML_20190416_020809_model_12	front_door_structure_mixed	0.0	0.0	0.0
-2121	GBM_grid_1_AutoML_20190416_015849_model_14	supply_area	9.754002505684589e+19	1.0	0.39374702786906185
-2122	GBM_grid_1_AutoML_20190416_015849_model_14	city	5.797444657700091e+19	0.5943657133901048	0.23402973311462844
-2123	GBM_grid_1_AutoML_20190416_015849_model_14	exclusive_use_area	5.290487553825597e+19	0.5423914491248413	0.2135650210344997
-2124	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_individual	1.7658876922198753e+19	0.18104236606364657	0.07128489355594354
-2125	GBM_grid_1_AutoML_20190416_015849_model_14	apartment_building_count_in_sites	1.5402566911816368e+19	0.15791022098712626	0.06217668018382772
-2126	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_of_area_type	6.241777427547161e+18	0.06399196046863306	0.025196644242038765
-2127	GBM_grid_1_AutoML_20190416_015849_model_14	floor	0.0	0.0	0.0
-2128	GBM_grid_1_AutoML_20190416_015849_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-2129	GBM_grid_1_AutoML_20190416_015849_model_14	total_household_count_in_sites	0.0	0.0	0.0
-2130	GBM_grid_1_AutoML_20190416_015849_model_14	room_count	0.0	0.0	0.0
-2131	GBM_grid_1_AutoML_20190416_015849_model_14	bathroom_count	0.0	0.0	0.0
-2132	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_cogeneration	0.0	0.0	0.0
-2133	GBM_grid_1_AutoML_20190416_015849_model_14	heat_fuel_gas	0.0	0.0	0.0
-2134	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_central	0.0	0.0	0.0
-2135	GBM_grid_1_AutoML_20190416_015849_model_14	heat_type_district	0.0	0.0	0.0
-2136	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_corridor	0.0	0.0	0.0
-2137	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_mixed	0.0	0.0	0.0
-2138	GBM_grid_1_AutoML_20190416_015849_model_14	front_door_structure_stairway	0.0	0.0	0.0
-2139	GBM_grid_1_AutoML_20190416_020809_model_14	supply_area	9.722319858227898e+19	1.0	0.31571231746720185
-2140	GBM_grid_1_AutoML_20190416_020809_model_14	city	8.526192824305268e+19	0.8769710263224512	0.2768705550718515
-2141	GBM_grid_1_AutoML_20190416_020809_model_14	exclusive_use_area	6.72710988648237e+19	0.6919243539173715	0.21844904128724973
-2142	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_district	2.6720617451235574e+19	0.27483787656525405	0.08676970293818112
-2143	GBM_grid_1_AutoML_20190416_020809_model_14	apartment_building_count_in_sites	1.6793802064185524e+19	0.17273451510621823	0.05453441407075754
-2144	GBM_grid_1_AutoML_20190416_020809_model_14	floor	9.535666324491993e+18	0.09808015436173968	0.03096511283108572
-2145	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_in_sites	4.624045078879404e+18	0.04756112889009841	0.015015634223249256
-2146	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_cogeneration	5.18346065217323e+17	0.005331505985977741	0.0016832221104232914
-2147	GBM_grid_1_AutoML_20190416_020809_model_14	total_parking_capacity_in_site	0.0	0.0	0.0
-2148	GBM_grid_1_AutoML_20190416_020809_model_14	total_household_count_of_area_type	0.0	0.0	0.0
-2149	GBM_grid_1_AutoML_20190416_020809_model_14	room_count	0.0	0.0	0.0
-2150	GBM_grid_1_AutoML_20190416_020809_model_14	bathroom_count	0.0	0.0	0.0
-2151	GBM_grid_1_AutoML_20190416_020809_model_14	heat_fuel_gas	0.0	0.0	0.0
-2152	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_central	0.0	0.0	0.0
-2153	GBM_grid_1_AutoML_20190416_020809_model_14	heat_type_individual	0.0	0.0	0.0
-2154	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_corridor	0.0	0.0	0.0
-2155	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_mixed	0.0	0.0	0.0
-2156	GBM_grid_1_AutoML_20190416_020809_model_14	front_door_structure_stairway	0.0	0.0	0.0
-2157	GLM_grid_1_AutoML_20190416_020809_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-2158	GLM_grid_1_AutoML_20190416_020809_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-2159	GLM_grid_1_AutoML_20190416_020809_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-2160	GLM_grid_1_AutoML_20190416_020809_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-2161	GLM_grid_1_AutoML_20190416_020809_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-2162	GLM_grid_1_AutoML_20190416_020809_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-2163	GLM_grid_1_AutoML_20190416_020809_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-2164	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-2165	GLM_grid_1_AutoML_20190416_020809_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-2166	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-2167	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-2168	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-2169	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-2170	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-2171	GLM_grid_1_AutoML_20190416_020809_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-2172	GLM_grid_1_AutoML_20190416_020809_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-2173	GLM_grid_1_AutoML_20190416_020809_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-2174	GLM_grid_1_AutoML_20190416_020809_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-2175	GLM_grid_1_AutoML_20190416_021340_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-2176	GLM_grid_1_AutoML_20190416_021340_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-2177	GLM_grid_1_AutoML_20190416_021340_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-2178	GLM_grid_1_AutoML_20190416_021340_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-2179	GLM_grid_1_AutoML_20190416_021340_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-2180	GLM_grid_1_AutoML_20190416_021340_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-2181	GLM_grid_1_AutoML_20190416_021340_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-2182	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-2183	GLM_grid_1_AutoML_20190416_021340_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-2184	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-2185	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-2186	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-2187	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-2188	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-2189	GLM_grid_1_AutoML_20190416_021340_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-2190	GLM_grid_1_AutoML_20190416_021340_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-2191	GLM_grid_1_AutoML_20190416_021340_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-2192	GLM_grid_1_AutoML_20190416_021340_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-2193	GLM_grid_1_AutoML_20190416_015849_model_1	supply_area	0.041753189335542236	1.0	0.11103906092369716
-2194	GLM_grid_1_AutoML_20190416_015849_model_1	exclusive_use_area	0.04163643564710599	0.9972037180801214	0.11072856440523593
-2195	GLM_grid_1_AutoML_20190416_015849_model_1	city	0.0337402559954679	0.8080881133251931	0.08972934524723161
-2196	GLM_grid_1_AutoML_20190416_015849_model_1	room_count	0.03137101905102529	0.7513442577743596	0.08342856081367714
-2197	GLM_grid_1_AutoML_20190416_015849_model_1	bathroom_count	0.027381345783815753	0.6557905209053693	0.0728183636039944
-2198	GLM_grid_1_AutoML_20190416_015849_model_1	total_parking_capacity_in_site	0.024397458924032233	0.5843256362517915	0.06488296992304078
-2199	GLM_grid_1_AutoML_20190416_015849_model_1	apartment_building_count_in_sites	0.024300519747340665	0.5820039171631601	0.06462516841571053
-2200	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_cogeneration	0.02282164565148151	0.5465844888657325	0.06069222835910995
-2201	GLM_grid_1_AutoML_20190416_015849_model_1	heat_fuel_gas	0.02282164564925166	0.5465844888123271	0.060692228353179854
-2202	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_district	0.022393722813799033	0.5363356229828524	0.05955420391594201
-2203	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_individual	0.0210570895604752	0.504322900731093	0.05599954129949551
-2204	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_in_sites	0.0174048868611846	0.4168516738042035	0.04628681840369009
-2205	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_corridor	0.015736058954374292	0.37688280116553957	0.04184871231971399
-2206	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_stairway	0.014417769306997117	0.34530941315958463	0.03834283296535323
-2207	GLM_grid_1_AutoML_20190416_015849_model_1	floor	0.007399192749982091	0.17721263615384603	0.01967752470233589
-2208	GLM_grid_1_AutoML_20190416_015849_model_1	front_door_structure_mixed	0.0035210411863724443	0.08432987377505967	0.009363909991796543
-2209	GLM_grid_1_AutoML_20190416_015849_model_1	total_household_count_of_area_type	0.0027857741671791043	0.06672003292471182	0.007408529800758156
-2210	GLM_grid_1_AutoML_20190416_015849_model_1	heat_type_central	0.0010834850824724893	0.02594975616749298	0.002881436556037339
-2211	XGBoost_grid_1_AutoML_20190416_015849_model_2	supply_area	4.933924201265281e+20	1.0	0.2917664813628233
-2212	XGBoost_grid_1_AutoML_20190416_015849_model_2	city	4.318859155905991e+20	0.8753395836114467	0.2553947503079107
-2213	XGBoost_grid_1_AutoML_20190416_015849_model_2	exclusive_use_area	4.080034675041417e+20	0.8269350133095097	0.24127191914903512
-2214	XGBoost_grid_1_AutoML_20190416_015849_model_2	apartment_building_count_in_sites	8.116474329768028e+19	0.16450342564416773	0.04799658567232965
-2215	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_cogeneration	6.831497080618772e+19	0.13845970878245084	0.04039790204197689
-2216	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_parking_capacity_in_site	6.3661424181067645e+19	0.1290279736456875	0.037646037867977336
-2217	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_in_sites	3.721253123742761e+19	0.07542177325684216	0.022005545401293524
-2218	XGBoost_grid_1_AutoML_20190416_015849_model_2	bathroom_count	2.4492344987361477e+19	0.04964069975189431	0.014483492298998578
-2219	XGBoost_grid_1_AutoML_20190416_015849_model_2	total_household_count_of_area_type	1.866385803777671e+19	0.037827614037910136	0.011036829846191983
-2220	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_individual	1.7386246417021927e+19	0.035238170891566	0.010281317130694075
-2221	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_fuel_gas	1.1003572621689225e+19	0.022301867991541928	0.006506937551710364
-2222	XGBoost_grid_1_AutoML_20190416_015849_model_2	floor	1.058001105585596e+19	0.021443400069143272	0.006256465386629255
-2223	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_district	1.0114161173306802e+19	0.02049922285128149	0.005980986121990783
-2224	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_corridor	5.191425514404839e+18	0.010521899613037271	0.003069937627348737
-2225	XGBoost_grid_1_AutoML_20190416_015849_model_2	room_count	3.9228153204687503e+18	0.007950700417048895	0.0023197478850522876
-2226	XGBoost_grid_1_AutoML_20190416_015849_model_2	heat_type_central	3.12812047662737e+18	0.006340025401738394	0.0018498069032161315
-2227	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_stairway	2.1244616612207657e+18	0.004305825494189712	0.0012562955538020718
-2228	XGBoost_grid_1_AutoML_20190416_015849_model_2	front_door_structure_mixed	8.099496743235748e+17	0.0016415932658954654	0.00047896189101922555
-2229	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_in_sites	1.3056054067002868e+20	1.0	0.19320784828412976
-2230	GBM_grid_1_AutoML_20190416_015849_model_4	supply_area	1.0296593022196698e+20	0.7886450967003671	0.15237242219330738
-2231	GBM_grid_1_AutoML_20190416_015849_model_4	exclusive_use_area	8.673413912827265e+19	0.6643212312323339	0.12835207565586304
-2232	GBM_grid_1_AutoML_20190416_015849_model_4	floor	8.23772231481405e+19	0.6309503830589674	0.12190456588487054
-2233	GBM_grid_1_AutoML_20190416_015849_model_4	city	5.286245637965637e+19	0.40488846100337433	0.07822762834553473
-2234	GBM_grid_1_AutoML_20190416_015849_model_4	apartment_building_count_in_sites	4.382566706798867e+19	0.3356731432259551	0.0648546857294573
-2235	GBM_grid_1_AutoML_20190416_015849_model_4	total_parking_capacity_in_site	3.908273014753041e+19	0.2993456518099591	0.057835929279412515
-2236	GBM_grid_1_AutoML_20190416_015849_model_4	total_household_count_of_area_type	2.9949073861455643e+19	0.2293884025583751	0.044319639679637424
-2237	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_cogeneration	1.8354990927883272e+19	0.14058605175565747	0.027162328558471883
-2238	GBM_grid_1_AutoML_20190416_015849_model_4	room_count	1.7989867305554674e+19	0.13778946696476424	0.02662200642847928
-2239	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_stairway	1.7588279479602512e+19	0.13471359255515136	0.026027723352205757
-2240	GBM_grid_1_AutoML_20190416_015849_model_4	bathroom_count	9.255008284920775e+18	0.07088671843287904	0.013695870340339518
-2241	GBM_grid_1_AutoML_20190416_015849_model_4	heat_fuel_gas	8.828955775494783e+18	0.06762346211332401	0.013065383608438704
-2242	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_central	8.757136775480082e+18	0.06707338013873866	0.012959103453749182
-2243	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_corridor	8.315631729637327e+18	0.06369176848504161	0.012305749542405839
-2244	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_individual	6.827814926128513e+18	0.05229616001196522	0.010104028549434351
-2245	GBM_grid_1_AutoML_20190416_015849_model_4	front_door_structure_mixed	5.869667508335673e+18	0.04495743873465061	0.008686130002287434
-2246	GBM_grid_1_AutoML_20190416_015849_model_4	heat_type_district	5.606631891378635e+18	0.04294277476644738	0.008296881111975322
-2247	XGBoost_grid_1_AutoML_20190416_021340_model_2	supply_area	4.975218339567339e+20	1.0	0.27265847257280296
-2248	XGBoost_grid_1_AutoML_20190416_021340_model_2	exclusive_use_area	4.535151916728598e+20	0.9115483195302319	0.24854137247941835
-2249	XGBoost_grid_1_AutoML_20190416_021340_model_2	city	4.4973164022028724e+20	0.9039435247366397	0.24646786074676794
-2250	XGBoost_grid_1_AutoML_20190416_021340_model_2	apartment_building_count_in_sites	1.1001703671824332e+20	0.22113006748526087	0.06029298644045207
-2251	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_parking_capacity_in_site	8.64608269258866e+19	0.17378298001169837	0.04738340188913963
-2252	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_fuel_cogeneration	6.948710297795507e+19	0.13966643920997826	0.03808123798467491
-2253	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_in_sites	4.795363394089229e+19	0.09638498386999934	0.026280182480948273
-2254	XGBoost_grid_1_AutoML_20190416_021340_model_2	total_household_count_of_area_type	3.7283027524954096e+19	0.0749374700371368	0.02043233611879591
-2255	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_individual	3.041983416293445e+19	0.061142711910769844	0.016671078438549432
-2256	XGBoost_grid_1_AutoML_20190416_021340_model_2	floor	1.9605022398966923e+19	0.039405350802497324	0.010744202761004396
-2257	XGBoost_grid_1_AutoML_20190416_021340_model_2	bathroom_count	9.058068709955863e+18	0.01820637425682022	0.004964122195953402
-2258	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_corridor	6.729286589651878e+18	0.013525610597096083	0.0036878723260187355
-2259	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_stairway	3.1249772477614653e+18	0.006281085641827779	0.001712591217199726
-2260	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_central	1.8678899356844687e+18	0.0037543878644065833	0.0010236656605549666
-2261	XGBoost_grid_1_AutoML_20190416_021340_model_2	room_count	9.728950298172457e+17	0.0019554820782033294	0.0005331787565864102
-2262	XGBoost_grid_1_AutoML_20190416_021340_model_2	heat_type_district	8.698297647670231e+17	0.0017483248078770074	0.000476695571676884
-2263	XGBoost_grid_1_AutoML_20190416_021340_model_2	front_door_structure_mixed	8.894052636295168e+16	0.00017876708174919263	4.874235945603226e-05
-2264	XGBoost_grid_1_AutoML_20190416_021340_model_13	city	1.5938508241710665e+20	1.0	0.5436907761741018
-2265	XGBoost_grid_1_AutoML_20190416_021340_model_13	supply_area	8.691876032471577e+19	0.545338114499647	0.29649530274963426
-2266	XGBoost_grid_1_AutoML_20190416_021340_model_13	exclusive_use_area	4.409797651577019e+19	0.2766756828620066	0.150426016763744
-2267	XGBoost_grid_1_AutoML_20190416_021340_model_13	bathroom_count	1.9094499633859133e+18	0.011980104627288343	0.0065134723834573485
-2268	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_in_sites	3.9575271774355456e+17	0.0024829972274813014	0.0013499826898474517
-2269	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_parking_capacity_in_site	3.4796306331756134e+17	0.0021831595406585857	0.001186963705172562
-2270	XGBoost_grid_1_AutoML_20190416_021340_model_13	total_household_count_of_area_type	9.89352073185198e+16	0.0006207306594704323	0.0003374855340425414
diff --git a/DS/result/500/leaderboard.csv b/DS/result/500/leaderboard.csv
deleted file mode 100644
index cbd776a..0000000
--- a/DS/result/500/leaderboard.csv
+++ /dev/null
@@ -1,130 +0,0 @@
-	model_id	mean_residual_deviance	rmse	mse	mae	rmsle	system_date	runtime
-0	GBM_1_AutoML_20190416_015849	25146739460939084	158577235.00218776	25146739460939084	96028946.2887346	0.3325625379269681	2019-04-16	500
-1	XGBoost_grid_1_AutoML_20190416_021340_model_7	25287291314391604	159019782.77683443	25287291314391604	94756821.10638298	0.3265109694820456	2019-04-16	500
-2	XGBoost_1_AutoML_20190416_015849	25430683883193010	159470009.35346118	25430683883193010	94624321.24165732	0.3254745865205184	2019-04-16	500
-3	XGBoost_1_AutoML_20190416_021340	25444619375119092	159513696.5126164	25444619375119092	94909111.0844345	0.3247477245623427	2019-04-16	500
-4	XGBoost_grid_1_AutoML_20190416_020809_model_4	25650591781436650	160158021.2834707	25650591781436650	94959937.13863382	0.3256110044640297	2019-04-16	500
-5	GBM_1_AutoML_20190416_020809	25964562050560844	161135229.07967967	25964562050560844	97608203.53054428	0.334991125349722	2019-04-16	500
-6	GBM_grid_1_AutoML_20190416_021340_model_9	25998652512830424	161240976.53149593	25998652512830424	95539592.52258098	0.32993690143952065	2019-04-16	500
-7	XGBoost_1_AutoML_20190416_020809	26088676862485030	161519896.18150768	26088676862485030	95505214.75117579	0.3253468369950239	2019-04-16	500
-8	XGBoost_grid_1_AutoML_20190416_021340_model_6	26163254415399372	161750593.24589622	26163254415399372	94258641.51847704	0.32168225280342155	2019-04-16	500
-9	XGBoost_2_AutoML_20190416_021340	26203618972139588	161875319.21864924	26203618972139588	95122340.0206047	0.325948763409034	2019-04-16	500
-10	XGBoost_grid_1_AutoML_20190416_020809_model_7	26209289749989464	161892834.15268713	26209289749989464	94906747.54580069	0.3272081282103748	2019-04-16	500
-11	XGBoost_grid_1_AutoML_20190416_021340_model_8	26235333407713864	161973249.04969296	26235333407713864	95147860.00985442	0.32372215750963346	2019-04-16	500
-12	XGBoost_2_AutoML_20190416_015849	26397458426429430	162472946.7524653	26397458426429430	94996162.43673012	0.3265386957777082	2019-04-16	500
-13	GBM_1_AutoML_20190416_021340	26478298633983372	162721537.09322983	26478298633983372	97863201.38082694	0.3335275140291422	2019-04-16	500
-14	XGBoost_grid_1_AutoML_20190416_015849_model_3	26628202489753070	163181501.67758927	26628202489753070	95208478.14199328	0.32646039058643644	2019-04-16	500
-15	GBM_grid_1_AutoML_20190416_021340_model_7	26741315355422980	163527720.44954023	26741315355422980	98155567.38730218	0.3585041456238243	2019-04-16	500
-16	GBM_2_AutoML_20190416_020809	26790696006005864	163678636.37630248	26790696006005864	99095111.83379896	0.3348152369491441	2019-04-16	500
-17	GBM_grid_1_AutoML_20190416_015849_model_7	26802014565231010	163713208.27969566	26802014565231010	97371084.02584428	0.3566645052432887	2019-04-16	500
-18	DRF_1_AutoML_20190416_021340	26864263925279030	163903215.11574757	26864263925279030	98306040.955153	0.3352818522137272	2019-04-16	500
-19	GBM_4_AutoML_20190416_015849	26926564934872772	164093159.3177265	26926564934872772	97925160.3329406	0.33285590174880264	2019-04-16	500
-20	XGBoost_2_AutoML_20190416_020809	26952706603932320	164172794.9568147	26952706603932320	95513126.26830909	0.32517140178330245	2019-04-16	500
-21	GBM_4_AutoML_20190416_020809	26988357514766430	164281336.47729567	26988357514766430	97566053.13398948	0.33274044796307234	2019-04-16	500
-22	XGBoost_grid_1_AutoML_20190416_021340_model_10	27011332400653532	164351247.0310266	27011332400653532	97007786.637402	0.32867362308250625	2019-04-16	500
-23	GBM_2_AutoML_20190416_021340	27020692200376308	164379719.55316237	27020692200376308	100566446.39001158	0.3368220511385198	2019-04-16	500
-24	GBM_4_AutoML_20190416_021340	27128481211098464	164707259.13297948	27128481211098464	97611897.45148912	0.33089964101772645	2019-04-16	500
-25	XRT_1_AutoML_20190416_020809	27150302443024316	164773488.28930068	27150302443024316	97653895.54037158	0.3372920493951284	2019-04-16	500
-26	GBM_3_AutoML_20190416_020809	27200167268118450	164924732.1298975	27200167268118450	99454011.3965044	0.3355094937763093	2019-04-16	500
-27	DRF_1_AutoML_20190416_020809	27225306112403404	165000927.6107362	27225306112403404	98470437.44886236	0.3374464430076179	2019-04-16	500
-28	GBM_3_AutoML_20190416_021340	27251200422210460	165079376.126185	27251200422210460	99760053.14954758	0.3359700656642713	2019-04-16	500
-29	XGBoost_grid_1_AutoML_20190416_015849_model_4	27252377961065530	165082942.67145085	27252377961065530	96535857.85979845	0.3277680598860774	2019-04-16	500
-30	XRT_1_AutoML_20190416_015849	27417804068506330	165583223.99478254	27417804068506330	98496229.87690364	0.3367189463546034	2019-04-16	500
-31	XGBoost_grid_1_AutoML_20190416_020809_model_2	27482846588458908	165779511.96833372	27482846588458908	96750344.31086226	0.3266704325440277	2019-04-16	500
-32	GBM_3_AutoML_20190416_015849	27591064593120148	166105582.66692948	27591064593120148	100130390.09782983	0.33506538389333784	2019-04-16	500
-33	GBM_grid_1_AutoML_20190416_021340_model_12	27598287152839470	166127322.11421296	27598287152839470	98954473.64990582	0.3549969220882689	2019-04-16	500
-34	XGBoost_grid_1_AutoML_20190416_015849_model_1	27627708837558150	166215850.13938397	27627708837558150	98098056.7525196	0.3345603557609977	2019-04-16	500
-35	GBM_2_AutoML_20190416_015849	27654699672556740	166297022.4404416	27654699672556740	100149145.66231434	0.334040042814968	2019-04-16	500
-36	DRF_1_AutoML_20190416_015849	27815046156391240	166778434.32647768	27815046156391240	98831417.71212693	0.33805682218344474	2019-04-16	500
-37	XRT_1_AutoML_20190416_021340	28052843741775980	167489831.75636658	28052843741775980	99508628.88557936	0.33940276234900696	2019-04-16	500
-38	XGBoost_3_AutoML_20190416_021340	28088450936619604	167596094.6341519	28088450936619604	102769021.02486002	0.3448181642732311	2019-04-16	500
-39	GBM_grid_1_AutoML_20190416_015849_model_8	28130022164919252	167720070.84698972	28130022164919252	101269518.36952232	0.3655934411225064	2019-04-16	500
-40	XGBoost_grid_1_AutoML_20190416_020809_model_1	28391573749881816	168497993.31114247	28391573749881816	103181590.63157897	0.3434223244899615	2019-04-16	500
-41	GBM_grid_1_AutoML_20190416_020809_model_9	28431104171210812	168615254.85913432	28431104171210812	101660845.05689228	0.3656319179543465	2019-04-16	500
-42	XGBoost_3_AutoML_20190416_015849	28664642725816670	169306357.60601747	28664642725816670	103296865.01052631	0.3474103924403393	2019-04-16	500
-43	GBM_grid_1_AutoML_20190416_021340_model_14	28832520217998970	169801414.06360245	28832520217998970	100516950.00428955	0.3364121249297233	2019-04-16	500
-44	XGBoost_grid_1_AutoML_20190416_021340_model_12	28884359675879788	169953992.82123318	28884359675879788	103624340.4550952	0.34657457437351624	2019-04-16	500
-45	XGBoost_3_AutoML_20190416_020809	29085379692815670	170544362.82919368	29085379692815670	104097740.65845464	0.3480326028133832	2019-04-16	500
-46	XGBoost_grid_1_AutoML_20190416_021340_model_4	29246190974081480	171015177.61322087	29246190974081480	104354659.0387458	0.3471464006335264	2019-04-16	500
-47	GBM_grid_1_AutoML_20190416_015849_model_11	29290313638464400	171144131.18323514	29290313638464400	105498600.38741018	0.3511664443999445	2019-04-16	500
-48	GBM_grid_1_AutoML_20190416_015849_model_6	29408322597900150	171488549.46584672	29408322597900150	102961153.8471249	0.3504176717388723	2019-04-16	500
-49	GBM_grid_1_AutoML_20190416_020809_model_1	29441191664619380	171584357.28416324	29441191664619380	103396260.90152606	0.3426773232635252	2019-04-16	500
-50	GBM_grid_1_AutoML_20190416_020809_model_4	29931520400766628	173007284.24192616	29931520400766628	107391733.57712854		2019-04-16	500
-51	GBM_grid_1_AutoML_20190416_015849_model_9	30057834252932668	173371953.47844663	30057834252932668	102872059.59500144	0.3418653558395161	2019-04-16	500
-52	XGBoost_grid_1_AutoML_20190416_021340_model_9	30252689366868012	173933002.52358094	30252689366868012	101734577.45487122	0.33730155190157823	2019-04-16	500
-53	XGBoost_grid_1_AutoML_20190416_020809_model_6	30568125576670464	174837426.13259462	30568125576670464	100303077.5131019	0.33426659012493537	2019-04-16	500
-54	XGBoost_grid_1_AutoML_20190416_020809_model_8	30837961061819440	175607406.05629206	30837961061819440	102545160.8488242	0.3474454962700268	2019-04-16	500
-55	GBM_grid_1_AutoML_20190416_020809_model_2	31046607464839012	176200475.21172866	31046607464839012	104285464.23909764	0.3461128962964271	2019-04-16	500
-56	XGBoost_grid_1_AutoML_20190416_015849_model_6	31255604065618384	176792545.27727798	31255604065618384	98474533.51041432	0.3276404595806521	2019-04-16	500
-57	XGBoost_grid_1_AutoML_20190416_021340_model_1	31655113752904720	177918840.35397914	31655113752904720	107453446.15319148	0.35440161149597976	2019-04-16	500
-58	XGBoost_grid_1_AutoML_20190416_021340_model_11	31820119305873490	178381947.8138791	31820119305873490	103287060.16035834	2.1680413143117208	2019-04-16	500
-59	XGBoost_grid_1_AutoML_20190416_021340_model_3	31864613114687650	178506619.24614352	31864613114687650	106656095.85890256	0.3506573501920822	2019-04-16	500
-60	GBM_grid_1_AutoML_20190416_020809_model_7	32012409254671496	178920119.75926992	32012409254671496	112712050.01559491		2019-04-16	500
-61	GBM_grid_1_AutoML_20190416_021340_model_3	32152436247443828	179311004.2564143	32152436247443828	110644817.16134046		2019-04-16	500
-62	GBM_grid_1_AutoML_20190416_015849_model_3	32558287322821108	180439151.30265132	32558287322821108	112373045.5310324		2019-04-16	500
-63	GBM_grid_1_AutoML_20190416_021340_model_8	32745711624916960	180957761.99134693	32745711624916960	112167299.67828412		2019-04-16	500
-64	GBM_grid_1_AutoML_20190416_021340_model_17	32872039617659396	181306479.80052835	32872039617659396	107872216.80728096	0.3615752164938271	2019-04-16	500
-65	GBM_grid_1_AutoML_20190416_020809_model_5	32985173396975956	181618207.77933016	32985173396975956	112538285.44875485	0.3896586371006099	2019-04-16	500
-66	GBM_grid_1_AutoML_20190416_015849_model_13	33738829909624892	183681327.0575561	33738829909624892	113382174.31065664		2019-04-16	500
-67	GBM_grid_1_AutoML_20190416_021340_model_11	33776648562943710	183784244.5993228	33776648562943710	114564769.50180468	0.40004936243263706	2019-04-16	500
-68	XGBoost_grid_1_AutoML_20190416_015849_model_5	33966688651325416	184300538.93389845	33966688651325416	104352528.27278836	2.172881641884881	2019-04-16	500
-69	GBM_grid_1_AutoML_20190416_021340_model_2	34482983375350828	185695943.3465115	34482983375350828	117277179.5962654		2019-04-16	500
-70	GBM_5_AutoML_20190416_021340	34538689210600616	185845874.881851	34538689210600616	111112223.00821821	0.3605133175542463	2019-04-16	500
-71	GBM_grid_1_AutoML_20190416_021340_model_15	34600596949164356	186012356.97975647	34600596949164356	114962231.99415012	0.3789008835503118	2019-04-16	500
-72	GBM_grid_1_AutoML_20190416_021340_model_4	34671100241010244	186201772.92660305	34671100241010244	115758599.15593033	0.40242793431512697	2019-04-16	500
-73	GBM_grid_1_AutoML_20190416_015849_model_1	34734715309091520	186372517.57995737	34734715309091520	115267205.42110462	0.41537297463641937	2019-04-16	500
-74	GBM_5_AutoML_20190416_020809	34737944337337696	186381180.21232104	34737944337337696	111294493.87105602	0.36222999707383213	2019-04-16	500
-75	GBM_5_AutoML_20190416_015849	34827163429201804	186620372.49239916	34827163429201804	111692434.31671734	0.3621448348433773	2019-04-16	500
-76	DeepLearning_1_AutoML_20190416_021340	35595099347654640	188666635.49142608	35595099347654640	119520036.18148968		2019-04-16	500
-77	DeepLearning_grid_1_AutoML_20190416_015849_model_3	35628622684222636	188755457.3627545	35628622684222636	119267856.53622822	0.4183762499070847	2019-04-16	500
-78	GBM_grid_1_AutoML_20190416_021340_model_16	35663834881531904	188848708.97502032	35663834881531904	119902352.88373476		2019-04-16	500
-79	DeepLearning_grid_1_AutoML_20190416_021340_model_2	35808317806942350	189230858.4954958	35808317806942350	118441684.36023596		2019-04-16	500
-80	GBM_grid_1_AutoML_20190416_015849_model_5	36129171968493640	190076752.83551547	36129171968493640	120382051.66094068	0.4149424823328258	2019-04-16	500
-81	DeepLearning_1_AutoML_20190416_020809	36166709522931960	190175470.350232	36166709522931960	118219966.64228489	0.3982522032421204	2019-04-16	500
-82	DeepLearning_grid_1_AutoML_20190416_021340_model_6	36402500461789700	190794393.16130257	36402500461789700	118021989.91975611	0.4115798415963096	2019-04-16	500
-83	GBM_grid_1_AutoML_20190416_021340_model_6	36719967222451000	191624547.54663092	36719967222451000	117048767.22912458	0.4134314251162081	2019-04-16	500
-84	DeepLearning_grid_1_AutoML_20190416_020809_model_1	36853149944821960	191971742.5685925	36853149944821960	121679042.76206385		2019-04-16	500
-85	DeepLearning_1_AutoML_20190416_015849	37130153721913030	192691862.1060916	37130153721913030	119390220.25326052		2019-04-16	500
-86	GBM_grid_1_AutoML_20190416_020809_model_11	37280230266290820	193080890.47415027	37280230266290820	117701054.40458056	0.3814093544496499	2019-04-16	500
-87	GBM_grid_1_AutoML_20190416_021340_model_5	37387395898908760	193358206.18455467	37387395898908760	124224337.86216621	0.4476435810811893	2019-04-16	500
-88	XGBoost_grid_1_AutoML_20190416_021340_model_5	37568216817040930	193825222.3448768	37568216817040930	110076632.38969764	3.0696036677343503	2019-04-16	500
-89	XGBoost_grid_1_AutoML_20190416_020809_model_5	38086467526589280	195157545.4000928	38086467526589280	115218830.11791714	3.0677499957995487	2019-04-16	500
-90	DeepLearning_grid_1_AutoML_20190416_015849_model_1	38181519300856110	195400919.39613825	38181519300856110	124307340.17945512		2019-04-16	500
-91	DeepLearning_grid_1_AutoML_20190416_021340_model_1	38652330704461830	196601960.07278728	38652330704461830	119486570.63808572		2019-04-16	500
-92	DeepLearning_grid_1_AutoML_20190416_020809_model_3	38689752618325064	196697108.82045284	38689752618325064	125689464.10320136		2019-04-16	500
-93	DeepLearning_grid_1_AutoML_20190416_015849_model_4	39126230843777730	197803515.751813	39126230843777730	125113580.41558827		2019-04-16	500
-94	DeepLearning_grid_1_AutoML_20190416_015849_model_2	39184171037704500	197949920.52967465	39184171037704500	123575929.25352515		2019-04-16	500
-95	DeepLearning_grid_1_AutoML_20190416_020809_model_2	39583937874646320	198957125.71970457	39583937874646320	122474280.91900894		2019-04-16	500
-96	GBM_grid_1_AutoML_20190416_021340_model_1	40144916725674470	200361964.26885635	40144916725674470	123884541.23955688	0.4452419795524665	2019-04-16	500
-97	DeepLearning_grid_1_AutoML_20190416_021340_model_3	40483442684282670	201204976.78805733	40483442684282670	125028501.71115029	0.4051530653073521	2019-04-16	500
-98	GBM_grid_1_AutoML_20190416_015849_model_2	40517783090088110	201290295.5685845	40517783090088110	125542813.86608344		2019-04-16	500
-99	GBM_grid_1_AutoML_20190416_021340_model_19	40959382450195620	202384244.5700643	40959382450195620	130689618.9160578		2019-04-16	500
-100	DeepLearning_grid_1_AutoML_20190416_020809_model_4	41147554028435064	202848598.78351405	41147554028435064	128741191.89599232	0.4473386933276268	2019-04-16	500
-101	DeepLearning_grid_1_AutoML_20190416_021340_model_4	41450203932335660	203593231.54843745	41450203932335660	122674753.85159072	0.41471260492153494	2019-04-16	500
-102	GBM_grid_1_AutoML_20190416_021340_model_13	42112087578729510	205212298.79987583	42112087578729510	125506755.90958166		2019-04-16	500
-103	GBM_grid_1_AutoML_20190416_021340_model_10	42262114581365550	205577514.77573016	42262114581365550	134519155.92424047		2019-04-16	500
-104	DeepLearning_grid_1_AutoML_20190416_021340_model_7	43767942129380160	209207892.12976685	43767942129380160	132579427.81451428	0.4541206095649007	2019-04-16	500
-105	DeepLearning_grid_1_AutoML_20190416_021340_model_5	44521576639132600	211001366.43901765	44521576639132600	128582524.11424474		2019-04-16	500
-106	GBM_grid_1_AutoML_20190416_020809_model_3	52084985892576930	228221352.8410015	52084985892576930	143565390.35372362	0.5082964036929806	2019-04-16	500
-107	DeepLearning_grid_1_AutoML_20190416_015849_model_5	52579041440034500	229301202.43913788	52579041440034500	169670497.97604132	0.6270976247746434	2019-04-16	500
-108	GBM_grid_1_AutoML_20190416_020809_model_10	53534958462981370	231376227.0912493	53534958462981370	146194269.00201336	0.518590545855089	2019-04-16	500
-109	GBM_grid_1_AutoML_20190416_020809_model_13	56822514259445430	238374734.94362912	56822514259445430	152776734.66150075	0.5517142785052354	2019-04-16	500
-110	GBM_grid_1_AutoML_20190416_015849_model_10	58246382415426400	241342873.13990942	58246382415426400	153255150.72056198	0.5427086649682205	2019-04-16	500
-111	GBM_grid_1_AutoML_20190416_015849_model_12	59601545243725860	244134277.07662407	59601545243725860	160670829.04590026	0.5960430592393098	2019-04-16	500
-112	GBM_grid_1_AutoML_20190416_021340_model_18	61863744563783070	248724233.9696377	61863744563783070	161562976.07291737	0.5839031645887277	2019-04-16	500
-113	GBM_grid_1_AutoML_20190416_020809_model_6	65073732625540140	255095536.27129608	65073732625540140	168402402.76986253	0.6159169770584755	2019-04-16	500
-114	GBM_grid_1_AutoML_20190416_020809_model_8	82719326417047070	287609677.19645154	82719326417047070	194366777.62034872	0.6883429221969091	2019-04-16	500
-115	GBM_grid_1_AutoML_20190416_021340_model_20	91527814027623710	302535640.9212371	91527814027623710	206916682.32586908	0.7258822530828132	2019-04-16	500
-116	XGBoost_grid_1_AutoML_20190416_020809_model_3	95071398064270450	308336501.3492085	95071398064270450	186248631.22631583	9.622077081204404	2019-04-16	500
-117	GBM_grid_1_AutoML_20190416_020809_model_12	98445968437345340	313761005.2848272	98445968437345340	214502791.5438589	0.7481156565199785	2019-04-16	500
-118	GBM_grid_1_AutoML_20190416_015849_model_14	98927233506913980	314526999.6469524	98927233506913980	215301736.37901503	0.7503232186892468	2019-04-16	500
-119	GBM_grid_1_AutoML_20190416_020809_model_14	99005285005609140	314651052.76418376	99005285005609140	215466408.32463992	0.7506776516778659	2019-04-16	500
-120	StackedEnsemble_AllModels_AutoML_20190416_015849	100484242766098110	316992496.3876876	100484242766098110	217180190.02486664	0.7558775693636208	2019-04-16	500
-121	GLM_grid_1_AutoML_20190416_020809_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	500
-122	GLM_grid_1_AutoML_20190416_021340_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	500
-123	GLM_grid_1_AutoML_20190416_015849_model_1	100489433637289090	317000683.9697496	100489433637289090	217195869.40621948	0.7559078362971621	2019-04-16	500
-124	StackedEnsemble_BestOfFamily_AutoML_20190416_015849	100495854999988340	317010812.1184329	100495854999988340	217194254.21912342	0.7559186219924334	2019-04-16	500
-125	XGBoost_grid_1_AutoML_20190416_015849_model_2	107801180437006900	328330900.8256867	107801180437006900	201224123.26674137	10.313649722496443	2019-04-16	500
-126	GBM_grid_1_AutoML_20190416_015849_model_4	121124756589055410	348029821.40767103	121124756589055410	224273882.54226708		2019-04-16	500
-127	XGBoost_grid_1_AutoML_20190416_021340_model_2	130129964941904400	360735311.47075754	130129964941904400	230687802.27290028	12.315010235914373	2019-04-16	500
-128	XGBoost_grid_1_AutoML_20190416_021340_model_13	170031094700569340	412348268.7008269	170031094700569340	293766704.42911536	1.3131646172853368	2019-04-16	500
diff --git a/DS/result/500/leaderboard_500.csv b/DS/result/500/leaderboard_500.csv
deleted file mode 100644
index 28113bb..0000000
--- a/DS/result/500/leaderboard_500.csv
+++ /dev/null
@@ -1,94 +0,0 @@
-,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
-0,GBM_grid_1_AutoML_20190421_193852_model_8,25571141404123644,159909791.45794562,25571141404123644,95197723.51631412,0.3294268464571294,2019-04-21,500
-1,GBM_1_AutoML_20190421_193027,25608395790612116,160026234.69485283,25608395790612116,96819212.36758102,0.3331421052832879,2019-04-21,500
-2,XGBoost_1_AutoML_20190421_193852,25797215186942024,160615115.06375116,25797215186942024,94810332.9899216,0.32450802399745704,2019-04-21,500
-3,XGBoost_grid_1_AutoML_20190421_193852_model_2,25952266820254724,161097072.6619659,25952266820254724,94894840.43001121,0.3312410095198983,2019-04-21,500
-4,XGBoost_1_AutoML_20190421_193027,25963672277632090,161132468.10507214,25963672277632090,94764756.53930572,0.3259822280000789,2019-04-21,500
-5,XGBoost_grid_1_AutoML_20190421_193852_model_4,26041375084170424,161373402.65412518,26041375084170424,93939690.124972,0.3258318217475044,2019-04-21,500
-6,XGBoost_grid_1_AutoML_20190421_193852_model_5,26119480117433132,161615222.41866058,26119480117433132,93547247.57267638,0.32035796372325376,2019-04-21,500
-7,XGBoost_2_AutoML_20190421_193027,26134884730871340,161662873.69359532,26134884730871340,94910189.58297873,0.3257761568094641,2019-04-21,500
-8,XGBoost_grid_1_AutoML_20190421_193027_model_6,26210185668222092,161895601.13919738,26210185668222092,94276247.68555433,0.32725795145226344,2019-04-21,500
-9,XGBoost_grid_1_AutoML_20190421_193027_model_4,26245533553365630,162004733.1202568,26245533553365630,94036116.99888018,0.32265116904251684,2019-04-21,500
-10,XGBoost_2_AutoML_20190421_193852,26264856485215030,162064359.08371413,26264856485215030,94315665.56237404,0.3245158988519105,2019-04-21,500
-11,GBM_1_AutoML_20190421_193852,26279155633803444,162108468.7294388,26279155633803444,97327058.64444073,0.3321160066321965,2019-04-21,500
-12,GBM_grid_1_AutoML_20190421_193852_model_5,26397887611581510,162474267.5366826,26397887611581510,95846051.24052164,0.32871123380665457,2019-04-21,500
-13,XGBoost_grid_1_AutoML_20190421_193852_model_7,26440379055855956,162604978.57032531,26440379055855956,98378239.81724524,0.3347187320143341,2019-04-21,500
-14,XGBoost_grid_1_AutoML_20190421_193027_model_1,26686565270913868,163360231.60767698,26686565270913868,95577150.18589026,0.3336293424643191,2019-04-21,500
-15,DRF_1_AutoML_20190421_193852,26740901050850308,163526453.67294648,26740901050850308,98123769.62061173,0.3381709947649401,2019-04-21,500
-16,XRT_1_AutoML_20190421_193852,26800758131434212,163709370.93347532,26800758131434212,97507679.0992101,0.3355553951861386,2019-04-21,500
-17,GBM_grid_1_AutoML_20190421_193852_model_18,26851196304206972,163863346.43295607,26851196304206972,97276308.73585878,0.33903167082554625,2019-04-21,500
-18,GBM_4_AutoML_20190421_193027,27007662534862990,164340081.94857088,27007662534862990,97393457.22641207,0.3312914754145201,2019-04-21,500
-19,GBM_4_AutoML_20190421_193852,27249419765676480,165073982.70374554,27249419765676480,98502566.73291816,0.3328970479644612,2019-04-21,500
-20,GBM_grid_1_AutoML_20190421_193027_model_2,27388079208336188,165493441.58707982,27388079208336188,98562865.55332977,0.336311590042542,2019-04-21,500
-21,GBM_3_AutoML_20190421_193852,27418320451079012,165584783.27152833,27418320451079012,99587680.72650307,0.33538926428496274,2019-04-21,500
-22,XGBoost_grid_1_AutoML_20190421_193852_model_10,27419574434052736,165588569.75664935,27419574434052736,96152521.0956327,0.32640355785193,2019-04-21,500
-23,GBM_grid_1_AutoML_20190421_193852_model_15,27507817383138616,165854808.13994697,27507817383138616,97947971.33540766,0.3302751494734535,2019-04-21,500
-24,GBM_2_AutoML_20190421_193027,27583374052185924,166082431.49769312,27583374052185924,101012846.90034136,0.3388681406396465,2019-04-21,500
-25,GBM_3_AutoML_20190421_193027,27664062115152828,166325169.8184999,27664062115152828,99311822.14091992,0.33381452374477977,2019-04-21,500
-26,XGBoost_grid_1_AutoML_20190421_193027_model_2,27678389956980028,166368236.0217239,27678389956980028,97946028.47928332,0.32966277380840164,2019-04-21,500
-27,GBM_grid_1_AutoML_20190421_193852_model_7,27797080832182332,166724565.7729608,27797080832182332,100784946.62844037,0.35029267343570797,2019-04-21,500
-28,GBM_2_AutoML_20190421_193852,27812828429957544,166771785.47331542,27812828429957544,100681017.58989777,0.33896955154256136,2019-04-21,500
-29,XRT_1_AutoML_20190421_193027,27932997379142360,167131676.76757857,27932997379142360,99459972.8864157,0.33818160810970993,2019-04-21,500
-30,XGBoost_grid_1_AutoML_20190421_193027_model_3,27953486006755252,167192960.39832315,27953486006755252,98370607.3961926,0.3315897108850539,2019-04-21,500
-31,DRF_1_AutoML_20190421_193027,28016822318871584,167382264.05109826,28016822318871584,99031387.1455244,0.3408470418439786,2019-04-21,500
-32,GBM_grid_1_AutoML_20190421_193027_model_6,28134553045982250,167733577.57462353,28134553045982250,100545795.54841888,0.3410622703819653,2019-04-21,500
-33,XGBoost_grid_1_AutoML_20190421_193852_model_1,28151999485235524,167785575.91531974,28151999485235524,97642684.97827548,0.3289291112922155,2019-04-21,500
-34,GBM_grid_1_AutoML_20190421_193852_model_16,28185621089782890,167885738.19649747,28185621089782890,101147494.05638872,0.3381587959483219,2019-04-21,500
-35,XGBoost_3_AutoML_20190421_193027,28277404641281270,168158867.26926202,28277404641281270,102986364.77849944,0.3448139231128953,2019-04-21,500
-36,XGBoost_3_AutoML_20190421_193852,28885997592958524,169958811.46018443,28885997592958524,103392672.50167972,0.3469717034470748,2019-04-21,500
-37,XGBoost_grid_1_AutoML_20190421_193852_model_3,28939752817875344,170116879.87344274,28939752817875344,98972962.58544232,0.3311129575530889,2019-04-21,500
-38,GBM_grid_1_AutoML_20190421_193852_model_20,29422910103265144,171531076.20272526,29422910103265144,103225153.25718318,0.3443803378738321,2019-04-21,500
-39,XGBoost_grid_1_AutoML_20190421_193852_model_9,29523497473880540,171824030.54835066,29523497473880540,101114085.57222845,2.1711774175615197,2019-04-21,500
-40,XGBoost_grid_1_AutoML_20190421_193027_model_7,30221592374024116,173843585.94444638,30221592374024116,100653351.80111982,0.3334617282611888,2019-04-21,500
-41,GBM_grid_1_AutoML_20190421_193027_model_5,30326662038471210,174145519.7197769,30326662038471210,105627531.44532976,0.3931418050179547,2019-04-21,500
-42,GBM_grid_1_AutoML_20190421_193852_model_12,30474929865168812,174570701.62306392,30474929865168812,109249906.29225989,,2019-04-21,500
-43,GBM_grid_1_AutoML_20190421_193852_model_13,30619632271711468,174984662.9613906,30619632271711468,105414169.10187142,0.38647636218648096,2019-04-21,500
-44,GBM_grid_1_AutoML_20190421_193027_model_3,31000459976176770,176069474.85630998,31000459976176770,109830366.99763626,,2019-04-21,500
-45,GBM_grid_1_AutoML_20190421_193852_model_17,32114681272632548,179205695.42465034,32114681272632548,108556100.5826916,0.3779122020051669,2019-04-21,500
-46,GBM_grid_1_AutoML_20190421_193027_model_7,32344904736735096,179846892.48562258,32344904736735096,108877347.5101598,0.3771165089819253,2019-04-21,500
-47,GBM_grid_1_AutoML_20190421_193027_model_10,33524110504641880,183095905.20992512,33524110504641880,116694037.04303204,,2019-04-21,500
-48,GBM_grid_1_AutoML_20190421_193852_model_3,33999501737146870,184389538.03604716,33999501737146870,116637095.52664834,0.4056652556790789,2019-04-21,500
-49,GBM_grid_1_AutoML_20190421_193852_model_14,34040942718537708,184501877.27645943,34040942718537708,111253956.20000891,0.3630153994697393,2019-04-21,500
-50,GBM_5_AutoML_20190421_193027,34108814013565956,184685716.86399025,34108814013565956,110479219.98152792,0.3600436406456561,2019-04-21,500
-51,GBM_5_AutoML_20190421_193852,34321046423633780,185259403.06401125,34321046423633780,110900073.81838158,0.3627046067492603,2019-04-21,500
-52,GBM_grid_1_AutoML_20190421_193852_model_9,35031886078541972,187168069.0677285,35031886078541972,115726848.8384715,0.40751538462957976,2019-04-21,500
-53,GBM_grid_1_AutoML_20190421_193027_model_4,35977009196031210,189676063.84578732,35977009196031210,114548846.66121855,0.4050911555463272,2019-04-21,500
-54,DeepLearning_grid_1_AutoML_20190421_193852_model_1,36156747323155990,190149276.42027983,36156747323155990,124517103.21276984,,2019-04-21,500
-55,DeepLearning_1_AutoML_20190421_193027,36441408972133860,190896330.4312942,36441408972133860,122463715.79679014,,2019-04-21,500
-56,GBM_grid_1_AutoML_20190421_193852_model_2,36729046473233680,191648236.2904331,36729046473233680,122603441.18863752,0.4338300802438681,2019-04-21,500
-57,GBM_grid_1_AutoML_20190421_193852_model_21,36871421503284610,192019325.85884318,36871421503284610,121497390.90462384,0.4162682750212663,2019-04-21,500
-58,DeepLearning_1_AutoML_20190421_193852,36989523405090160,192326606.07698083,36989523405090160,120956465.32542856,,2019-04-21,500
-59,GBM_grid_1_AutoML_20190421_193852_model_1,38210626910409000,195475386.9683061,38210626910409000,126817896.24776244,,2019-04-21,500
-60,DeepLearning_grid_1_AutoML_20190421_193852_model_2,38794605601624810,196963462.60569447,38794605601624810,122630084.04224932,,2019-04-21,500
-61,DeepLearning_grid_1_AutoML_20190421_193027_model_3,39410689702069660,198521257.55714342,39410689702069660,129178541.22321574,,2019-04-21,500
-62,DeepLearning_grid_1_AutoML_20190421_193852_model_7,39970021925900940,199925040.76753604,39970021925900940,123401057.68302982,0.4262770524411264,2019-04-21,500
-63,GBM_grid_1_AutoML_20190421_193027_model_9,40278059846717420,200693945.71515465,40278059846717420,125847625.89919583,0.4784418326882552,2019-04-21,500
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diff --git a/DS/result/500/params.json b/DS/result/500/params.json
deleted file mode 100644
index 08090f5..0000000
--- a/DS/result/500/params.json
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/DS/result/500/varimp_percentage_500.csv b/DS/result/500/varimp_percentage_500.csv
deleted file mode 100644
index 1a03095..0000000
--- a/DS/result/500/varimp_percentage_500.csv
+++ /dev/null
@@ -1,92 +0,0 @@
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diff --git a/DS/result/500/varimp_relative_importance_500.csv b/DS/result/500/varimp_relative_importance_500.csv
deleted file mode 100644
index 5fd723d..0000000
--- a/DS/result/500/varimp_relative_importance_500.csv
+++ /dev/null
@@ -1,92 +0,0 @@
-,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
-0,GBM_grid_1_AutoML_20190421_193852_model_8,1.189184770281411e+21,5.0679527335507106e+20,3.808660076026302e+20,1.9710010806061394e+20,1.9624730924992483e+20,1.8449794558769653e+20,1.4659802606886244e+20,1.4469529920676351e+20,1.0476742284947331e+20,8.092481226831351e+19,5.715531041430779e+19,5.631280743050117e+19,4.704902614230237e+19,4.4022448863035e+19,2.04015855879418e+19,1.8939153759139267e+19,1.1397191187363267e+19,7.456283128181555e+18
-1,GBM_1_AutoML_20190421_193027,4.616726179729113e+20,3.472102557435696e+20,3.287329364505149e+20,1.1901065480535802e+20,1.0660337856944066e+20,1.0094290799169634e+20,8.070194565940983e+19,7.691747941316297e+19,5.583690361362763e+19,5.1258774690079965e+19,4.6704804236017795e+19,4.446396875228473e+19,4.377449579683198e+19,2.0301193579256087e+19,1.7373620725000176e+19,1.2660116631305847e+19,9.608042776901976e+18,5.202507492101194e+18
-2,XGBoost_1_AutoML_20190421_193852,7.619545211743502e+20,4.565837263158431e+20,4.429435193131889e+20,1.77924431758154e+20,1.7728189475506776e+20,1.536750458551822e+20,1.0544442294502058e+20,1.0390523860752951e+20,9.893457523677279e+19,7.416662446576973e+19,6.76804866262633e+19,4.584657823593398e+19,3.857311090610274e+19,2.022367800949788e+19,1.9577171769435357e+19,1.2685289950023778e+19,7.381829698306703e+18,6.207812413853532e+18
-3,XGBoost_grid_1_AutoML_20190421_193852_model_2,1.1053397079062825e+21,1.0196668877698834e+21,7.471654036855073e+20,2.873746746303253e+20,2.3627734343157495e+20,2.1944024919655737e+20,1.7926529058627335e+20,1.6946137640995285e+20,1.6740411098954675e+20,9.765330114278588e+19,6.724512840017563e+19,5.898850416106616e+19,2.9828026427330527e+19,2.6004430761274376e+19,2.287101833518252e+19,1.4383302040681972e+19,1.2558631708062122e+19,1.1415742147547103e+19
-4,XGBoost_1_AutoML_20190421_193027,6.374396319955084e+20,6.206835673694114e+20,4.1474570799003625e+20,1.8224255696805822e+20,1.775357148153166e+20,1.2390095707026384e+20,1.0464272063869747e+20,9.778390553197963e+19,8.396694104004415e+19,6.241417337489064e+19,6.122478766666023e+19,5.175066100797486e+19,4.714971501912759e+19,2.9715832260832264e+19,1.9040003164662137e+19,9.100116783381086e+18,7.506242187768627e+18,6.178445557787263e+18
-5,XGBoost_grid_1_AutoML_20190421_193852_model_4,8.572744035562978e+20,5.712883681313885e+20,5.578417103595949e+20,3.016627490684372e+20,2.9019679552338448e+20,2.4668350850494e+20,1.6771978517592775e+20,1.6423053340369224e+20,1.395998368682077e+20,1.1905719493353852e+20,9.45332829673436e+19,7.823091202323907e+19,5.389466909971946e+19,3.218011929365499e+19,2.405686361597149e+19,2.315049879780039e+19,2.0359476491621237e+19,1.8550755674673906e+19
-6,XGBoost_grid_1_AutoML_20190421_193852_model_5,6.49297257970654e+20,5.404140112546942e+20,4.947626403131556e+20,1.6317716607991074e+20,1.515740110758976e+20,1.3194231892288733e+20,1.0999858251508272e+20,8.467682093130842e+19,6.049205992377077e+19,5.8373846374813794e+19,5.258499242136384e+19,5.015260441988615e+19,3.214586950644977e+19,1.6533047384100307e+19,1.2042653990891028e+19,1.012051525100372e+19,8.985389342092427e+18,3.9623235220338115e+18
-7,XGBoost_2_AutoML_20190421_193027,6.604597814908126e+20,6.219848261867447e+20,4.752576558801302e+20,1.5605087058048057e+20,1.4884417879082743e+20,1.3982216691543704e+20,1.1510093219447492e+20,9.004756579708725e+19,8.375103214072103e+19,6.9019788545917714e+19,6.657822182137135e+19,5.114530069204697e+19,2.424024676232174e+19,1.2811221414799475e+19,1.0237527477454897e+19,7.058806925961462e+18,6.778566700808798e+18,3.35514571338521e+18
-8,XGBoost_grid_1_AutoML_20190421_193027_model_6,8.099533230529116e+20,6.416221390431962e+20,5.167648003708137e+20,2.8744516651980528e+20,2.4449903398724672e+20,1.98627408876432e+20,1.6346071693457464e+20,1.6111471096462154e+20,1.3037877820381777e+20,1.2584426910556724e+20,1.0739683893660195e+20,8.534443559560099e+19,8.43759945499489e+19,8.251717778421685e+19,3.1759661649146937e+19,2.4827517912949457e+19,1.6979953780814512e+19,1.1513089608535507e+19
-9,XGBoost_grid_1_AutoML_20190421_193027_model_4,7.431782402716567e+20,6.762151322059591e+20,5.980355277933186e+20,2.0896966153789768e+20,1.8947444076812698e+20,1.6784490080307564e+20,1.3129094184631376e+20,1.0272009701418231e+20,1.0026986613800908e+20,9.804604669622747e+19,9.09329013558655e+19,7.191445961422406e+19,6.186019103830547e+19,6.098336130147969e+19,4.0389904337421206e+19,2.373034824494062e+19,8.535264674843722e+18,4.552572150149546e+18
-10,XGBoost_2_AutoML_20190421_193852,6.970779871110087e+20,5.467952248985852e+20,4.544821285866051e+20,1.8024823638931905e+20,1.520554916157472e+20,1.4168923441642393e+20,9.2781593818529e+19,9.086424784982717e+19,8.886272327090281e+19,6.466506279294809e+19,6.239356852698612e+19,5.819642478050935e+19,3.4082934116684136e+19,2.5065832660223394e+19,2.109391287558026e+19,8.396056057406816e+18,5.045243244468765e+18,3.232446263039361e+18
-11,GBM_1_AutoML_20190421_193852,5.8234431818849006e+20,3.379085632944451e+20,2.6941020274483737e+20,1.3432613050064988e+20,1.1414397005021682e+20,8.47665234879489e+19,6.505169945978575e+19,6.426050408657768e+19,5.364858520328366e+19,4.88433499539956e+19,4.0183706324794606e+19,2.9269885737769107e+19,2.8815701673590653e+19,1.9127080087535485e+19,1.8671767924426932e+19,9.144645904794386e+18,8.707973212555706e+18,3.300621206641705e+18
-12,GBM_grid_1_AutoML_20190421_193852_model_5,5.85114067143695e+20,3.466285173354529e+20,2.9363140596576603e+20,2.1897111837131093e+20,1.4316707480117812e+20,1.3234558460358348e+20,1.2133337751708133e+20,1.1359986132804908e+20,7.98460506239769e+19,7.805766417507366e+19,5.103922420824565e+19,4.241386774964522e+19,3.779908550647402e+19,2.853524264562406e+19,2.3871083534272692e+19,1.9817874655964824e+19,1.215085912920372e+19,1.1894443122001707e+19
-13,XGBoost_grid_1_AutoML_20190421_193852_model_7,1.082127381370629e+21,8.062074540628461e+20,7.537954763931826e+20,2.6942439963897522e+20,2.353362494391289e+20,1.5340359842451685e+20,1.4773909044007535e+20,1.2287536780824648e+20,9.37433058530191e+19,8.00846886276694e+19,6.830468377539825e+19,6.109504969262917e+19,5.953888449755873e+19,5.194774626823045e+19,1.9626289152871367e+19,1.8069537918103323e+19,1.5260260420368204e+19,1.3472297283441656e+19
-14,XGBoost_grid_1_AutoML_20190421_193027_model_1,1.1616904352938024e+21,6.725494835842562e+20,5.8353112224341846e+20,3.2777838443574487e+20,3.017796667368884e+20,2.9489996090924283e+20,1.9458078387375125e+20,1.8740890702028e+20,1.7210520049745186e+20,1.574288313289676e+20,1.0983893342672965e+20,9.909666963898604e+19,8.219096587839524e+19,6.295005335203611e+19,3.4818278697247703e+19,2.8498947766791176e+19,1.5025238710419456e+19,1.212140871025374e+19
-15,DRF_1_AutoML_20190421_193852,1.2760304966457633e+21,6.605765232374034e+20,5.055699424127054e+20,2.6965056478276223e+20,2.5398074727616374e+20,2.3629553375194487e+20,2.1982451531632555e+20,1.830202899208958e+20,1.6726207167942414e+20,1.511453070941812e+20,1.176875904734226e+20,1.0457128756726412e+20,9.62939705193199e+19,5.996720145118213e+19,2.9455305179653997e+19,2.7971949644574884e+19,2.457946808972319e+19,1.9377737952342835e+19
-16,XRT_1_AutoML_20190421_193852,1.1213081351787989e+21,1.038602413140651e+21,8.978109519585387e+20,4.3260758224651315e+20,3.202612081545938e+20,2.834104162427045e+20,2.7810077783515097e+20,2.734088890405471e+20,2.1369946149342727e+20,1.8595881830901088e+20,1.2781732952747173e+20,1.2157808482495916e+20,1.1747475141056424e+20,1.0910707209900288e+20,7.490950729805332e+19,4.309438628240137e+19,2.1064723040886063e+19,1.707221160247794e+19
-17,GBM_grid_1_AutoML_20190421_193852_model_18,3.355488178271913e+20,3.0123863664727844e+20,2.8973668948957882e+20,2.65691672011885e+20,2.636409508846874e+20,1.7351542531514434e+20,1.5746596843370735e+20,1.3633990803715418e+20,1.1851682455090522e+20,7.026062700028153e+19,6.455554263872858e+19,6.170295207944048e+19,4.478776613057174e+19,3.846713117932467e+19,3.3008062544486597e+19,1.25548504875742e+19,6.783472721691935e+18,5.304290382996046e+18
-18,GBM_4_AutoML_20190421_193027,5.455164840793887e+20,3.586166069623039e+20,3.193382517059596e+20,1.1730633261746802e+20,9.551972081931911e+19,7.527383267494016e+19,6.794690269171994e+19,6.4241174672161374e+19,5.60600824838336e+19,4.301760958445702e+19,3.7933727302364955e+19,3.5823929415406977e+19,2.538486695413888e+19,1.292515940673939e+19,1.2414804592032743e+19,1.0853182520753652e+19,3.710266528680116e+18,2.8448510969401836e+18
-19,GBM_4_AutoML_20190421_193852,5.1795170997885836e+20,3.459004119394466e+20,3.180616219490884e+20,1.2485135732912737e+20,1.0542923209237122e+20,6.371015013836417e+19,6.320894435991224e+19,5.803177951131966e+19,5.216560350215799e+19,5.158807842259888e+19,4.702635421253763e+19,3.877161233733491e+19,3.3434094712947474e+19,1.9195847942783107e+19,1.6710906584032608e+19,4.154680332534153e+18,3.17049180647116e+18,3.132244194987344e+18
-20,GBM_grid_1_AutoML_20190421_193027_model_2,4.6689563245638215e+20,3.107650868653064e+20,3.049670893731599e+20,1.6629663010149263e+20,1.1737581295625044e+20,1.0309481057692837e+20,8.834644538705733e+19,8.743223225488717e+19,8.106712425731981e+19,7.016681666819968e+19,6.870420671851345e+19,5.242565559431306e+19,5.235969369273952e+19,3.0164351641104417e+19,2.0625065724333785e+19,1.6837718757622153e+19,6.142638312361296e+18,2.91179623678686e+18
-21,GBM_3_AutoML_20190421_193852,4.6354418027743255e+20,3.481355695451338e+20,3.2702417223564866e+20,1.0008982770603052e+20,8.513310066464942e+19,8.098464329305057e+19,5.597877579798282e+19,5.2493253569188725e+19,5.190981751511869e+19,4.86546165840646e+19,4.576576413129245e+19,4.259524318776315e+19,3.959460558681827e+19,1.440802675865577e+19,1.4230986694886162e+19,8.640987665656709e+18,7.600610522001572e+18,4.2541220882955633e+18
-22,XGBoost_grid_1_AutoML_20190421_193852_model_10,1.1381186652128894e+21,8.331855639431673e+20,8.082221815773968e+20,2.433767756629153e+20,2.21562289045979e+20,1.708403399130444e+20,1.4611249053012958e+20,1.2142744293586082e+20,1.1143919783416693e+20,1.104907766962334e+20,8.065566061792697e+19,6.50855028452701e+19,1.991237768037217e+19,1.0921567745954808e+19,7.146350591520801e+18,6.248706549825405e+18,1.087649202982355e+18,1.0073018410268099e+18
-23,GBM_grid_1_AutoML_20190421_193852_model_15,7.279391850325418e+20,6.644901513135884e+20,6.611413731469175e+20,1.9960094285994394e+20,1.9735779840179254e+20,1.701041948880158e+20,1.6490841310854172e+20,1.2669899426062821e+20,1.040593109729065e+20,9.91411338892133e+19,9.820543190178988e+19,9.30007044957122e+19,6.916600160217937e+19,5.530492470373751e+19,3.3238309075435913e+19,1.5336904077405585e+19,5.471343032894751e+18,3.050203310247117e+18
-24,GBM_2_AutoML_20190421_193027,4.014600539049212e+20,3.510005977799553e+20,3.47355356094064e+20,9.741370436495396e+19,9.576357490617378e+19,7.247276083248313e+19,7.177241590605493e+19,7.051585003736741e+19,5.8727726391236755e+19,5.330263486472022e+19,5.280327626580296e+19,3.882559835825871e+19,2.74866230130513e+19,2.5075976754501255e+19,1.18742901733762e+19,7.965973837865026e+18,6.181981587182191e+18,2.1523612190197678e+18
-25,GBM_3_AutoML_20190421_193027,6.127273253089638e+20,3.435498847776801e+20,2.0359301449370095e+20,1.0158570008148024e+20,9.10774651446855e+19,7.844826348181783e+19,7.325783412494775e+19,5.8433483885504365e+19,4.255687463000028e+19,4.078524034025783e+19,3.884088596793131e+19,3.5389030785179714e+19,2.8955933386597204e+19,2.8440952926472503e+19,2.6101638584286052e+19,5.146808981817131e+18,3.208753711606137e+18,2.0659499129980846e+18
-26,XGBoost_grid_1_AutoML_20190421_193027_model_2,7.859656736939086e+20,6.633280115034942e+20,5.424939705950976e+20,2.4066886324165647e+20,2.0059792722745308e+20,1.2378577223213803e+20,1.1211467620562135e+20,1.0871095764193378e+20,8.857369245028608e+19,8.154182300944931e+19,7.15702069216139e+19,6.962106307663679e+19,4.7530792555175215e+19,3.2948051199842583e+19,2.219521450828628e+19,2.1533308508365128e+19,7.453302352158654e+18,5.096873011974242e+18
-27,GBM_grid_1_AutoML_20190421_193852_model_7,3.957561042393681e+20,2.641674146442526e+20,1.776643312874873e+20,1.701550890822423e+20,1.0298134097694189e+20,9.343574166440457e+19,8.999660123411658e+19,8.481950235622166e+19,8.417711488671678e+19,5.914578710039626e+19,5.309329664688469e+19,4.835628829312339e+19,4.197087891286078e+19,2.465824369980683e+19,1.277266703957151e+19,1.2272269402166002e+19,6.65245821466103e+18,3.6580097646688993e+18
-28,GBM_2_AutoML_20190421_193852,5.2670723542004793e+20,3.679608021329117e+20,2.6401251544613152e+20,8.268316005954591e+19,7.831920720499599e+19,7.2693318466968486e+19,5.978681117548269e+19,5.265784606182028e+19,5.181986866787359e+19,5.174280609690603e+19,4.6167714796081775e+19,2.984860048890947e+19,2.430392387873276e+19,2.158275134724296e+19,9.772748519231193e+18,5.922787114096787e+18,5.394027574252798e+18,4.1972446266686177e+18
-29,XRT_1_AutoML_20190421_193027,7.602259833423701e+20,7.53798009667973e+20,7.330636480897918e+20,2.8334657419954933e+20,2.7064353813185325e+20,2.0276690302924122e+20,2.0074883299934208e+20,1.8054795446295776e+20,1.7886054716194947e+20,1.3375738392192693e+20,1.2712434693090312e+20,7.134566025894298e+19,4.6890203886693384e+19,4.0211946181442404e+19,3.2220983742812914e+19,2.4522023005218406e+19,1.7562669654768353e+19,1.5088762994714214e+19
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diff --git a/DS/result/500/varimp_scaled_importance_500.csv b/DS/result/500/varimp_scaled_importance_500.csv
deleted file mode 100644
index 31a862a..0000000
--- a/DS/result/500/varimp_scaled_importance_500.csv
+++ /dev/null
@@ -1,92 +0,0 @@
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diff --git a/DS/result/bestModel/1000/GBM_grid_1_AutoML_20190421_195113_model_42 b/DS/result/bestModel/1000/GBM_grid_1_AutoML_20190421_195113_model_42
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diff --git a/DS/results/CzanFF2000/CzanFF2000_meta_data.json b/DS/results/CzanFF2000/CzanFF2000_meta_data.json
new file mode 100644
index 0000000..25e8bee
--- /dev/null
+++ b/DS/results/CzanFF2000/CzanFF2000_meta_data.json
@@ -0,0 +1,75 @@
+{
+    "start_time": 1556187167.476568,
+    "target": "transaction_real_price",
+    "server_path": "/Users/bonnie/6105/project/DS/project/results",
+    "data_path": "/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv",
+    "test_path": null,
+    "max_models": 9,
+    "run_time": 2000,
+    "run_id": "CzanFF2000",
+    "scale": false,
+    "classification": false,
+    "model_path": null,
+    "balance": false,
+    "balance_threshold": 0.2,
+    "project": null,
+    "end_time": 1556189506.807585,
+    "execution_time": 2339.3310170173645,
+    "run_path": "/Users/bonnie/6105/project/DS/project/results/CzanFF2000",
+    "nthreads": 1,
+    "min_mem_size": 1,
+    "analysis": 0,
+    "X": [
+        "city",
+        "exclusive_use_area",
+        "floor",
+        "total_parking_capacity_in_site",
+        "total_household_count_in_sites",
+        "apartment_building_count_in_sites",
+        "supply_area",
+        "total_household_count_of_area_type",
+        "room_count",
+        "bathroom_count",
+        "heat_fuel_cogeneration",
+        "heat_fuel_gas",
+        "heat_type_central",
+        "heat_type_district",
+        "heat_type_individual",
+        "front_door_structure_corridor",
+        "front_door_structure_mixed",
+        "front_door_structure_stairway"
+    ],
+    "variables": {
+        "transaction_real_price": "int",
+        "city": "int",
+        "exclusive_use_area": "real",
+        "floor": "int",
+        "total_parking_capacity_in_site": "int",
+        "total_household_count_in_sites": "int",
+        "apartment_building_count_in_sites": "int",
+        "supply_area": "real",
+        "total_household_count_of_area_type": "int",
+        "room_count": "int",
+        "bathroom_count": "int",
+        "heat_fuel_cogeneration": "int",
+        "heat_fuel_gas": "int",
+        "heat_type_central": "int",
+        "heat_type_district": "int",
+        "heat_type_individual": "int",
+        "front_door_structure_corridor": "int",
+        "front_door_structure_mixed": "int",
+        "front_door_structure_stairway": "int"
+    },
+    "model_execution_time_sec": 1797.248456954956,
+    "model_execution_time": 1797.248547077179,
+    "mod_best": "XGBoost_grid_1_AutoML_20190425_061247_model_5",
+    "mod_best_algo": "xgboost",
+    "models": [
+        "XGBoost_grid_1_AutoML_20190425_061247_model_5",
+        "GBM_1_AutoML_20190425_061247",
+        "XRT_1_AutoML_20190425_031629",
+        "DRF_1_AutoML_20190425_040839",
+        "DeepLearning_grid_1_AutoML_20190425_054218_model_1",
+        "StackedEnsemble_AllModels_AutoML_20190425_031629"
+    ]
+}
diff --git a/DS/results/CzanFF2000/bestModel/XGBoost_grid_1_AutoML_20190425_061247_model_5 b/DS/results/CzanFF2000/bestModel/XGBoost_grid_1_AutoML_20190425_061247_model_5
new file mode 100644
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diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_DL_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_DL_CzanFF2000.csv
new file mode 100644
index 0000000..4149370
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_DL_CzanFF2000.csv
@@ -0,0 +1,55 @@
+,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
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+40,DeepLearning_grid_1_AutoML_20190425_054218_model_3,False,[50],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
+41,DeepLearning_grid_1_AutoML_20190425_054218_model_4,False,[200],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
+42,DeepLearning_grid_1_AutoML_20190425_054218_model_5,False,"[50, 50]",257.6,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
+43,DeepLearning_grid_1_AutoML_20190425_054218_model_6,False,"[500, 500]",3.058187331536388,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
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+53,DeepLearning_grid_1_AutoML_20190425_061247_model_8,False,"[50, 50, 50]",8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_DRF_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_DRF_CzanFF2000.csv
new file mode 100644
index 0000000..e0dfc35
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_DRF_CzanFF2000.csv
@@ -0,0 +1,8 @@
+,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
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diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_GBM_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_GBM_CzanFF2000.csv
new file mode 100644
index 0000000..0eb79f9
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_GBM_CzanFF2000.csv
@@ -0,0 +1,211 @@
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diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_GLM_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_GLM_CzanFF2000.csv
new file mode 100644
index 0000000..9aba1f1
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_GLM_CzanFF2000.csv
@@ -0,0 +1,8 @@
+,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
+0,GLM_grid_1_AutoML_20190425_031629_model_1,-4880951606538223235,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True
+1,GLM_grid_1_AutoML_20190425_034434_model_1,7189351013797971946,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True
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diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_XGBoost_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_XGBoost_CzanFF2000.csv
new file mode 100644
index 0000000..ebaa2f0
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_XGBoost_CzanFF2000.csv
@@ -0,0 +1,93 @@
+,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
+0,XGBoost_1_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
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diff --git a/DS/results/CzanFF2000/hyperparameter/hyperparameter_XRT_CzanFF2000.csv b/DS/results/CzanFF2000/hyperparameter/hyperparameter_XRT_CzanFF2000.csv
new file mode 100644
index 0000000..49790ac
--- /dev/null
+++ b/DS/results/CzanFF2000/hyperparameter/hyperparameter_XRT_CzanFF2000.csv
@@ -0,0 +1,8 @@
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diff --git a/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv b/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv
new file mode 100644
index 0000000..16f4de6
--- /dev/null
+++ b/DS/results/CzanFF2000/leaderboard/leaderboard_CzanFF2000.csv
@@ -0,0 +1,380 @@
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+29,XGBoost_grid_1_AutoML_20190425_050348_model_5,24195308463742336,155548411.961493,24195308463742336,91106878.77088948,0.3204509912303415,2019-04-25,2000
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+32,GBM_1_AutoML_20190425_034434,24265166305648100,155772803.48523006,24265166305648100,94068502.12981234,0.3203401257870397,2019-04-25,2000
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+36,XGBoost_1_AutoML_20190425_050348,24320881824039604,155951536.77998692,24320881824039604,92148659.01725069,0.3174144657664537,2019-04-25,2000
+37,XGBoost_2_AutoML_20190425_034434,24352497787983850,156052868.56698233,24352497787983850,91627074.0787062,0.3171568759489795,2019-04-25,2000
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+42,XGBoost_grid_1_AutoML_20190425_050348_model_1,24383442307897100,156151984.64283794,24383442307897100,92240310.27331536,0.32526614982937224,2019-04-25,2000
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+48,GBM_1_AutoML_20190425_054218,24499722694863076,156523872.60371205,24499722694863076,94965404.70660023,0.324444606579866,2019-04-25,2000
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+51,XGBoost_grid_1_AutoML_20190425_034434_model_4,24539476828015330,156650811.76941067,24539476828015330,91960965.7245283,0.3154096132962391,2019-04-25,2000
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+56,XGBoost_2_AutoML_20190425_040839,24618845024912124,156903935.65781617,24618845024912124,92058031.92075472,0.31652564493015434,2019-04-25,2000
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+61,GBM_grid_1_AutoML_20190425_040839_model_18,24668240855717610,157061264.6571955,24668240855717610,93004531.06661148,0.33620035578448737,2019-04-25,2000
+62,XGBoost_2_AutoML_20190425_050348,24693426194483656,157141421.00185952,24693426194483656,91818408.38221024,0.31705066429884,2019-04-25,2000
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+65,XGBoost_grid_1_AutoML_20190425_061247_model_12,24752583450867124,157329537.75711387,24752583450867124,92447104.55633424,0.32885667129213303,2019-04-25,2000
+66,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,2000
+67,GBM_4_AutoML_20190425_050348,24771929265689876,157391007.57568672,24771929265689876,94649325.88833241,0.3234662168656697,2019-04-25,2000
+68,XGBoost_grid_1_AutoML_20190425_050348_model_2,24773980369287216,157397523.3899416,24773980369287216,95742887.71967655,0.3250334268081574,2019-04-25,2000
+69,GBM_grid_1_AutoML_20190425_040839_model_4,24775528053031364,157402439.79376993,24775528053031364,93338351.42101955,0.3240377717405764,2019-04-25,2000
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+71,XGBoost_2_AutoML_20190425_044008,24794121219816068,157461491.228224,24794121219816068,91926429.24366575,0.3166498684472247,2019-04-25,2000
+72,GBM_4_AutoML_20190425_054218,24803234736308964,157490427.44341308,24803234736308964,94058658.2548442,0.3216304365001136,2019-04-25,2000
+73,GBM_4_AutoML_20190425_031629,24814875998401084,157527381.74171844,24814875998401084,94635071.73507772,0.32495766337992205,2019-04-25,2000
+74,XRT_1_AutoML_20190425_031629,24821773831486484,157549274.2969211,24821773831486484,94415308.89892767,0.3253525542337009,2019-04-25,2000
+75,XGBoost_grid_1_AutoML_20190425_061247_model_3,24825256448338740,157560326.37799004,24825256448338740,96545592.0684636,0.3288555871025851,2019-04-25,2000
+76,XGBoost_grid_1_AutoML_20190425_050348_model_3,24834461101080704,157589533.6025864,24834461101080704,93072059.56981131,0.3251547812997941,2019-04-25,2000
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+78,DRF_1_AutoML_20190425_040839,24849988548945270,157638791.38380018,24849988548945270,94040413.48057562,0.3229163739400784,2019-04-25,2000
+79,XRT_1_AutoML_20190425_050348,24889262951266228,157763313.07140526,24889262951266228,93958379.68338697,0.3237020234978323,2019-04-25,2000
+80,GBM_grid_1_AutoML_20190425_054218_model_17,24909413301611610,157827162.7496725,24909413301611610,94007426.47972149,0.322220854471634,2019-04-25,2000
+81,XGBoost_grid_1_AutoML_20190425_050348_model_6,24919954342914764,157860553.4733575,24919954342914764,95994232.2161725,0.325870378298178,2019-04-25,2000
+82,GBM_3_AutoML_20190425_050348,24936989918004550,157914501.92431518,24936989918004550,95826090.05932042,0.32543534261064944,2019-04-25,2000
+83,XGBoost_grid_1_AutoML_20190425_054218_model_4,24947965264607464,157949249.0156489,24947965264607464,97127917.3115903,0.3287921240638682,2019-04-25,2000
+84,DRF_1_AutoML_20190425_061247,24952927150073370,157964955.44921783,24952927150073370,95467407.83258672,0.3267896032010521,2019-04-25,2000
+85,DRF_1_AutoML_20190425_031629,24969446332052852,158017234.2880765,24969446332052852,93945780.40816893,0.3242510610147755,2019-04-25,2000
+86,GBM_grid_1_AutoML_20190425_054218_model_3,25015435267992884,158162686.07984906,25015435267992884,93794269.51616372,0.32672833130069384,2019-04-25,2000
+87,GBM_grid_1_AutoML_20190425_061247_model_6,25019243754982710,158174725.39879027,25019243754982710,94835384.29461436,0.3226882655657413,2019-04-25,2000
+88,XGBoost_grid_1_AutoML_20190425_044008_model_5,25034972257868830,158224436.34871584,25034972257868830,92336136.31644204,0.3303005763328003,2019-04-25,2000
+89,GBM_4_AutoML_20190425_044008,25048320140207412,158266610.94560474,25048320140207412,94530357.25931896,0.32342491056483696,2019-04-25,2000
+90,GBM_grid_1_AutoML_20190425_040839_model_14,25077192067893000,158357797.62263998,25077192067893000,93940441.68320404,0.3313013182854759,2019-04-25,2000
+91,XGBoost_grid_1_AutoML_20190425_040839_model_4,25132389004305440,158531981.0142592,25132389004305440,93549257.86792453,0.33148114515650584,2019-04-25,2000
+92,GBM_grid_1_AutoML_20190425_031629_model_3,25135162788820784,158540729.11659262,25135162788820784,94510062.05599141,0.32367695730487833,2019-04-25,2000
+93,GBM_2_AutoML_20190425_061247,25155360583232620,158604415.39639625,25155360583232620,96803201.03321728,0.3282884362446937,2019-04-25,2000
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+96,XGBoost_grid_1_AutoML_20190425_050348_model_12,25204952219299900,158760675.92228216,25204952219299900,92971761.01563342,0.32001741894078034,2019-04-25,2000
+97,DRF_1_AutoML_20190425_034434,25225871239041110,158826544.50387412,25225871239041110,94560522.416278,0.32378776089386474,2019-04-25,2000
+98,GBM_grid_1_AutoML_20190425_031629_model_1,25229476606959136,158837894.1152241,25229476606959136,94007503.5975976,0.32146823335561503,2019-04-25,2000
+99,GBM_3_AutoML_20190425_044008,25294570032274956,159042667.33262163,25294570032274956,96104408.89198159,0.32541349351907994,2019-04-25,2000
+100,GBM_2_AutoML_20190425_031629,25308852080644044,159087561.04939204,25308852080644044,96784539.8033259,0.3279367156954517,2019-04-25,2000
+101,XGBoost_grid_1_AutoML_20190425_054218_model_5,25356194267686344,159236284.39424962,25356194267686344,93468130.32452829,0.3183562187611827,2019-04-25,2000
+102,GBM_2_AutoML_20190425_034434,25399535866277716,159372318.38144827,25399535866277716,97020315.40667504,0.32891699850227424,2019-04-25,2000
+103,XGBoost_grid_1_AutoML_20190425_061247_model_9,25409150854898310,159402480.70496994,25409150854898310,95074202.73962264,0.3212856439402595,2019-04-25,2000
+104,GBM_3_AutoML_20190425_040839,25423179167651148,159446477.43882945,25423179167651148,96317126.61255205,0.3258178577052748,2019-04-25,2000
+105,GBM_4_AutoML_20190425_061247,25436742726421276,159489005.0330156,25436742726421276,94537980.62120555,0.32393661317293404,2019-04-25,2000
+106,XGBoost_grid_1_AutoML_20190425_050348_model_7,25469638873443860,159592101.53840277,25469638873443860,93905289.22210242,0.31951801544069713,2019-04-25,2000
+107,GBM_grid_1_AutoML_20190425_050348_model_18,25495247583144132,159672313.13895383,25495247583144132,95365870.7915038,0.3555546058709504,2019-04-25,2000
+108,GBM_2_AutoML_20190425_040839,25501613381065770,159692245.8388815,25501613381065770,97284554.93587379,0.3286162712764544,2019-04-25,2000
+109,GBM_3_AutoML_20190425_054218,25507390548480228,159710333.25517866,25507390548480228,96115968.6117765,0.3258502155851055,2019-04-25,2000
+110,GBM_3_AutoML_20190425_061247,25510803249892532,159721016.93231398,25510803249892532,96336688.78293996,0.3252439076359366,2019-04-25,2000
+111,GBM_3_AutoML_20190425_031629,25526087376836304,159768856.09165606,25526087376836304,96092158.51362908,0.3261237257059677,2019-04-25,2000
+112,GBM_grid_1_AutoML_20190425_054218_model_13,25561369998702436,159879235.67087266,25561369998702436,95601620.4203876,0.3280293406073865,2019-04-25,2000
+113,GBM_grid_1_AutoML_20190425_040839_model_27,25585022357179732,159953188.01818153,25585022357179732,96275431.03940424,0.3261920099601289,2019-04-25,2000
+114,GBM_grid_1_AutoML_20190425_050348_model_5,25593481937036784,159979629.75653115,25593481937036784,95865835.62879048,0.3303322293694625,2019-04-25,2000
+115,GBM_3_AutoML_20190425_034434,25628186250929108,160088057.80235168,25628186250929108,96387000.97903717,0.32625916645078146,2019-04-25,2000
+116,GBM_2_AutoML_20190425_050348,25630395968246130,160094959.221851,25630395968246130,96887241.56299514,0.3280382008912137,2019-04-25,2000
+117,GBM_grid_1_AutoML_20190425_040839_model_24,25657975900680950,160181072.22977674,25657975900680950,94756800.62512231,0.3281677477855931,2019-04-25,2000
+118,GBM_2_AutoML_20190425_044008,25696625271057870,160301669.582877,25696625271057870,97025888.5379408,0.3286228814027673,2019-04-25,2000
+119,GBM_grid_1_AutoML_20190425_044008_model_1,25724597877957660,160388895.74393132,25724597877957660,96605503.66788872,0.3321474806434272,2019-04-25,2000
+120,XRT_1_AutoML_20190425_034434,25770661484876564,160532431.25573274,25770661484876564,95167142.80071364,0.3246171883087283,2019-04-25,2000
+121,XGBoost_grid_1_AutoML_20190425_050348_model_8,25772244445668428,160537361.5258094,25772244445668428,95679565.87061995,0.3235245076296686,2019-04-25,2000
+122,GBM_grid_1_AutoML_20190425_040839_model_16,25825628685795080,160703542.85389942,25825628685795080,95626827.22867818,0.32886011517933394,2019-04-25,2000
+123,XGBoost_grid_1_AutoML_20190425_034434_model_7,25849360260450172,160777362.40046412,25849360260450172,98286014.97843666,0.3307810164451993,2019-04-25,2000
+124,XRT_1_AutoML_20190425_061247,25928103083167748,161022057.7534884,25928103083167748,94700970.92581552,0.3224567166817581,2019-04-25,2000
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diff --git a/DS/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip b/DS/results/CzanFF2000/logs/CzanFF2000_autoh2o_log.zip
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diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..8ccad50
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..871dffd
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 19}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3927840289394080204}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..de2ad6a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 18}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3760058581049223230}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b8ef8d2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 19}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4477005182244811168}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..beebce9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3465120126922232374}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..9e0585a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 12}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7991581400575865866}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_061247.json
new file mode 100644
index 0000000..9818bb8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DRF_1_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 14}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -39027317935955149}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..5e2ddea
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..2e4e04a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..06a334d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9b8c7d6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..3638397
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..88518db
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_061247.json
new file mode 100644
index 0000000..bde59f1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_1_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..f87fc42
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..ffd2e57
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..f7c6744
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..22f3c51
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..b7ec4d6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..cc60935
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..11ccfc6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b9f3c3d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..6c2c8d9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..5ccd19f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..9ecc6c1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..f24d68c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..05b3a1c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..fd690e4
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..76577eb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..ecbfa4c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..690fc8a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6ac11a3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..112e8c1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..f209893
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..6d9467d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..1b85dad
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..d48d8a8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..4835fd8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..0f4bbf9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..92e88ed
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..322846a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..b2f1520
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..22ca1e5
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..dff9f1d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..282afcc
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..e4b444f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..ccad0ba
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..1c8aa33
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..fbd65b7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..bb87f50
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..b934b9a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..53a7855
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..18a063d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_1.json
new file mode 100644
index 0000000..9fb3816
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_2.json
new file mode 100644
index 0000000..8e05893
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_3.json
new file mode 100644
index 0000000..0f8e61a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_4.json
new file mode 100644
index 0000000..4a74711
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_5.json
new file mode 100644
index 0000000..231174f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_6.json
new file mode 100644
index 0000000..4365f60
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_6.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_7.json
new file mode 100644
index 0000000..4b10f46
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_8.json
new file mode 100644
index 0000000..8591512
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_DeepLearning_grid_1_AutoML_20190425_061247_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_061247_model_8", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_061247_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..780206e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..0d77ad1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..eff58f9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..27dd02f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..dcbe596
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..a9fa05b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_061247.json
new file mode 100644
index 0000000..f860787
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_1_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6738790339162224727}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..d9c2ba8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..aca1938
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..035c70e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..ace8140
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_050348.json
new file mode 100644
index 0000000..44c4cdb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_054218.json
new file mode 100644
index 0000000..5ed4beb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_061247.json
new file mode 100644
index 0000000..e1f0c9a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_2_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6738790339162224727}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..a1b9753
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6b763d9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..c60c74c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b52ff85
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_050348.json
new file mode 100644
index 0000000..3dd744f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_054218.json
new file mode 100644
index 0000000..230538f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_061247.json
new file mode 100644
index 0000000..d0e90f8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_3_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6738790339162224727}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_031629.json
new file mode 100644
index 0000000..0f78ce4
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6d434f9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_040839.json
new file mode 100644
index 0000000..d2539c9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f4e2cf1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_050348.json
new file mode 100644
index 0000000..dc0c524
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_054218.json
new file mode 100644
index 0000000..5f16eeb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_061247.json
new file mode 100644
index 0000000..460937a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_4_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6738790339162224727}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_031629.json
new file mode 100644
index 0000000..60d2f3f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b53d730
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_040839.json
new file mode 100644
index 0000000..f4cb605
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9a4164f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_050348.json
new file mode 100644
index 0000000..cf69214
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_054218.json
new file mode 100644
index 0000000..7ca92f6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_061247.json
new file mode 100644
index 0000000..6180336
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_5_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6738790339162224727}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ebe4720
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8207528746136263964}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..0541121
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5601301954470354295}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..5a3b20d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 47605658123363556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_4.json
new file mode 100644
index 0000000..d840d6d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4890404642995617793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_5.json
new file mode 100644
index 0000000..d4be7a7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3753904886134921359}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_6.json
new file mode 100644
index 0000000..b884526
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_031629_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1305402648528411279}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..e723692
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 729}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1410357535471554209}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..3802c87
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 334}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 444921593099312736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..ed0e414
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 487}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3917196823294341591}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..48dbe57
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 699962976991480881}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b0f9d38
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3681137519580778394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..1e381b1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7217941094633065686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..bfa9f72
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 4}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3342921263531951771}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..f4b3dd2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 357}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2648944990099949971}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_10.json
new file mode 100644
index 0000000..d893e61
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 277}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1745231259963397662}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_11.json
new file mode 100644
index 0000000..3858271
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 311}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1276172678072786484}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_12.json
new file mode 100644
index 0000000..6770724
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3870717101120213072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_13.json
new file mode 100644
index 0000000..5882843
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8150671539268290391}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_14.json
new file mode 100644
index 0000000..24c013c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 55}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7045985887688379629}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_15.json
new file mode 100644
index 0000000..befc748
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 448}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 606085004681480862}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_16.json
new file mode 100644
index 0000000..ad51b99
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 156}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2048560504733410558}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_17.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_17.json
new file mode 100644
index 0000000..9ec2ac9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1588338376828620350}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_18.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_18.json
new file mode 100644
index 0000000..ca78fe9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 260}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1200822257441343333}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_19.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_19.json
new file mode 100644
index 0000000..1bc2129
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 67}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1363329384422632462}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..bc05bf0
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4274705796470630362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_20.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_20.json
new file mode 100644
index 0000000..1486c0f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 436}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348441687563003820}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_21.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_21.json
new file mode 100644
index 0000000..f241f85
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 415}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3099765816924326757}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_22.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_22.json
new file mode 100644
index 0000000..e16b8a5
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 63}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3536219307378433182}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_23.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_23.json
new file mode 100644
index 0000000..248d39f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 642}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3661980969011207301}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_24.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_24.json
new file mode 100644
index 0000000..2ad5b1b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2673030473880562494}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_25.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_25.json
new file mode 100644
index 0000000..049e754
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 293}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6097498990510367974}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_26.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_26.json
new file mode 100644
index 0000000..757ea19
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5004331174401921267}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_27.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_27.json
new file mode 100644
index 0000000..c32bf99
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 80}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 792624493303092840}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_28.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_28.json
new file mode 100644
index 0000000..bf181a1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 116}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1691396691505618896}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_29.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_29.json
new file mode 100644
index 0000000..3020b86
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 92}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348166776104330507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..4dc0bb1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5698494297708781256}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_30.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_30.json
new file mode 100644
index 0000000..8ae0797
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4406575484820745939}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_31.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_31.json
new file mode 100644
index 0000000..9c27f2c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1781734522232379578}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_32.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_32.json
new file mode 100644
index 0000000..6a9c686
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9188517246338338125}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_33.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_33.json
new file mode 100644
index 0000000..959dc88
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_33.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_33", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_33"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6634361204192029663}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_34.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_34.json
new file mode 100644
index 0000000..d33f838
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_34.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_34", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_34"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 207413042864157790}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..3df159b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 71}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9169096600081472207}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..0fbe390
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 37}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3846649455465332253}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..196d2b9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1464168459831752575}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..74b1b9b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 146}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6677212343259294683}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..f1a97c1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 84}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6353264181190747711}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_9.json
new file mode 100644
index 0000000..c0ab491
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_040839_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 42}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8438608121014343408}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..dd4e2a1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 107}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2145753676651330398}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_10.json
new file mode 100644
index 0000000..93cb463
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2835167148929930167}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_11.json
new file mode 100644
index 0000000..def7250
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7319556230840783082}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_12.json
new file mode 100644
index 0000000..e534a82
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 99}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1286529176532891972}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_13.json
new file mode 100644
index 0000000..5cf67b7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 32}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5239838716188652147}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_14.json
new file mode 100644
index 0000000..1792eab
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5532608390363354808}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_15.json
new file mode 100644
index 0000000..a2e3ef1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 40}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2259474453243476228}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_16.json
new file mode 100644
index 0000000..6f5b4bc
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 308}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 114504730336431193}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_17.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_17.json
new file mode 100644
index 0000000..80fae12
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 472}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1637140648421013566}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_18.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_18.json
new file mode 100644
index 0000000..2225a4c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 147}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5391656200793786218}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_19.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_19.json
new file mode 100644
index 0000000..b45488d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 318}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2455693033529863044}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6581417
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 72}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7317451229729062013}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_20.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_20.json
new file mode 100644
index 0000000..744e572
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 457}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6108439048023938191}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_21.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_21.json
new file mode 100644
index 0000000..cd752a9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 299}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2719273485049911756}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_22.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_22.json
new file mode 100644
index 0000000..4f05489
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6066227451235123838}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_23.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_23.json
new file mode 100644
index 0000000..67ad3c6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2235475147790138101}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_24.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_24.json
new file mode 100644
index 0000000..29a2d46
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 48}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3443545936679401686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_25.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_25.json
new file mode 100644
index 0000000..17392de
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5037886019587648118}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_26.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_26.json
new file mode 100644
index 0000000..f95b6b0
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4210338702322100548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_27.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_27.json
new file mode 100644
index 0000000..eccb417
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 572}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 126848077407799910}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_28.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_28.json
new file mode 100644
index 0000000..8cbc637
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 215}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4926057188501907556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_29.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_29.json
new file mode 100644
index 0000000..31120b0
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5163791532154329733}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..2276d41
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4296390749183871072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_30.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_30.json
new file mode 100644
index 0000000..eb6badf
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 771113891342150806}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_31.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_31.json
new file mode 100644
index 0000000..ca68c36
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8460710322061659507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..c06a6c2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6103050740151744702}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..0adca32
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 33}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4577818648390299730}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..90aae13
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1023905247349020337}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..2808d25
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6364228127700380813}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..299f1b7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 413}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4636523128825234362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_9.json
new file mode 100644
index 0000000..688b1f3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_044008_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9056734827137660161}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..2c1c0c5
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 154}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -86606693445993340}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_10.json
new file mode 100644
index 0000000..cae9ff1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 76}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5681759701291087414}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_11.json
new file mode 100644
index 0000000..6a16501
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5874993611367975741}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_12.json
new file mode 100644
index 0000000..0e1b24f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 271}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5327237720494407692}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_13.json
new file mode 100644
index 0000000..83c4dda
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 739}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1038382090931042987}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_14.json
new file mode 100644
index 0000000..c98ff47
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1236855722298648969}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_15.json
new file mode 100644
index 0000000..e132a97
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 82}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5141448949977512238}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_16.json
new file mode 100644
index 0000000..2e47097
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 372}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 383813281832345368}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_17.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_17.json
new file mode 100644
index 0000000..20e2813
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7106568327061183987}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_18.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_18.json
new file mode 100644
index 0000000..4373446
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 415}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2105730668892628398}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_19.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_19.json
new file mode 100644
index 0000000..f353a44
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 316}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -511594374782659968}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..13dc500
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 401}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1473776048966591994}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_20.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_20.json
new file mode 100644
index 0000000..36d0bf2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 128}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9013539032432083513}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_21.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_21.json
new file mode 100644
index 0000000..71cfd4e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 454}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4010221049332325167}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_22.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_22.json
new file mode 100644
index 0000000..7ce5ced
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 387}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4683489061081535654}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_23.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_23.json
new file mode 100644
index 0000000..3bab94a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 41}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -892492536887931995}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_24.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_24.json
new file mode 100644
index 0000000..da73a2f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 384}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5200509593428754951}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_25.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_25.json
new file mode 100644
index 0000000..a713c20
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 302}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3985013298001394736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_26.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_26.json
new file mode 100644
index 0000000..593b24b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 393}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3071412814285855190}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_27.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_27.json
new file mode 100644
index 0000000..70b0cd9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 373}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 360806971618850036}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_28.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_28.json
new file mode 100644
index 0000000..e7f368b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 243}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1947835251997054039}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_29.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_29.json
new file mode 100644
index 0000000..735e9e7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 52}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6085720321900248558}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..0fb3312
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 361}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4693409593656071073}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_30.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_30.json
new file mode 100644
index 0000000..13db883
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 63}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1028254104148962128}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_31.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_31.json
new file mode 100644
index 0000000..1c19a5e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 10}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1169020146513022850}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_32.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_32.json
new file mode 100644
index 0000000..52485d7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3514771258380315286}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..615c31d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 330}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5304411314950184593}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..24e44d9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 120}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7490644698617271210}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..4d445ce
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 31}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7394817351480439369}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..0e2b62c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 251}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6772486033635049389}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..25a58fb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 133}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2064857727399988223}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..c64c810
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 268}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1977642792601040938}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..e8a8d26
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 80}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -879418150635119413}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_10.json
new file mode 100644
index 0000000..0acd200
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 285}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 756776867910414161}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_11.json
new file mode 100644
index 0000000..e9ce093
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 430}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3512993172529364599}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_12.json
new file mode 100644
index 0000000..6b31646
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 76}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7071699074500013340}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_13.json
new file mode 100644
index 0000000..6574824
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 77}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1195096968689268162}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_14.json
new file mode 100644
index 0000000..7ada0b6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 356}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3390928130285025615}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_15.json
new file mode 100644
index 0000000..4b8624f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 269}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -84336316991849457}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_16.json
new file mode 100644
index 0000000..3f19411
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2148488315449010706}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_17.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_17.json
new file mode 100644
index 0000000..2467509
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7441321593463288290}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_18.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_18.json
new file mode 100644
index 0000000..c610db3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 534}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3773834947236597187}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_19.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_19.json
new file mode 100644
index 0000000..b1ee570
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3544218620295199818}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..3d1cf22
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 317}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6902512985313716301}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_20.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_20.json
new file mode 100644
index 0000000..91c98f9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 332}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8411040866066527708}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_22.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_22.json
new file mode 100644
index 0000000..ac3eae2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 536}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1937243602340272077}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_23.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_23.json
new file mode 100644
index 0000000..2ca1aaa
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8314364849112387478}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_24.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_24.json
new file mode 100644
index 0000000..37caf76
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1083365813058782793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_25.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_25.json
new file mode 100644
index 0000000..7469b97
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4016813820312959408}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_26.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_26.json
new file mode 100644
index 0000000..784dabe
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 257}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2875707409119732154}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_27.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_27.json
new file mode 100644
index 0000000..d14a1dd
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 55}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2317704150590274184}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_28.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_28.json
new file mode 100644
index 0000000..334568f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 51}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6279129095150142694}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_29.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_29.json
new file mode 100644
index 0000000..7d55d7d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 39}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4660574669981222251}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..0e0d003
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8054614333856496531}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_30.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_30.json
new file mode 100644
index 0000000..53b0c17
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -9111061617578221222}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..1d070ca
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 75}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1834427129776346514}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..23bc55c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5434423346248332098}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..90b321e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2189882721986307854}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..b6811ab
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8214058923898992175}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..15ddea1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 556}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2584477217195001901}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_9.json
new file mode 100644
index 0000000..70b9d68
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_054218_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 74}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4779477671221946436}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_1.json
new file mode 100644
index 0000000..4c63143
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 125}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -228851975461510986}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_10.json
new file mode 100644
index 0000000..107e265
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 486}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6557422311574526261}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_11.json
new file mode 100644
index 0000000..054206f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 419}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4830502795371762422}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_12.json
new file mode 100644
index 0000000..7cbe75a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 372}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 441881790974559754}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_13.json
new file mode 100644
index 0000000..5f89783
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 746586672645425007}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_14.json
new file mode 100644
index 0000000..b52eea1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2820320376236673635}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_15.json
new file mode 100644
index 0000000..9deed93
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 383}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9209026673105970395}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_16.json
new file mode 100644
index 0000000..7ba00b1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 380}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7573362326597504525}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_17.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_17.json
new file mode 100644
index 0000000..8f98942
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2216160788910186271}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_18.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_18.json
new file mode 100644
index 0000000..70843be
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8960327987946840821}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_19.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_19.json
new file mode 100644
index 0000000..840b60b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 103}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6676318119597955219}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_2.json
new file mode 100644
index 0000000..c0a6154
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -849222574580928224}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_20.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_20.json
new file mode 100644
index 0000000..89668bc
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 425}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5691909555705235350}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_21.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_21.json
new file mode 100644
index 0000000..708984f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 95}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5303378003499722626}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_22.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_22.json
new file mode 100644
index 0000000..8ba374a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7992422224979340500}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_23.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_23.json
new file mode 100644
index 0000000..90209e8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 59}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7160188762047940497}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_25.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_25.json
new file mode 100644
index 0000000..7ded6c1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 72}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4615332097800387733}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_26.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_26.json
new file mode 100644
index 0000000..f2580ec
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 254}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7199780323751665776}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_27.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_27.json
new file mode 100644
index 0000000..3ed418f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 259}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6400485139887812175}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_28.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_28.json
new file mode 100644
index 0000000..fb075c6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 120}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2447332325735639035}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_29.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_29.json
new file mode 100644
index 0000000..07c5c7d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 95}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4987400196598579704}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_3.json
new file mode 100644
index 0000000..0e24f9b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 40}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3512834274960599215}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_30.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_30.json
new file mode 100644
index 0000000..ff321a7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 419}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5716082209674929294}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_31.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_31.json
new file mode 100644
index 0000000..0b8d253
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 658}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3004703143608685172}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_32.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_32.json
new file mode 100644
index 0000000..6c1717f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 416}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8180126290519641327}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_33.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_33.json
new file mode 100644
index 0000000..853cad6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_33.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_33", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_33"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 360}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -348260842456573394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_34.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_34.json
new file mode 100644
index 0000000..03fe9a3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_34.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_34", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_34"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 171}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3992425112575855952}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_35.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_35.json
new file mode 100644
index 0000000..b76a0de
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_35.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_35", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_35"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 49}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -657864180643387394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_36.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_36.json
new file mode 100644
index 0000000..1325a62
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_36.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_36", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_36"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 4}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8883646788240879533}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_37.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_37.json
new file mode 100644
index 0000000..d734894
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_37.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_37", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_37"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2734334134943642883}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_4.json
new file mode 100644
index 0000000..544d8eb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 146}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3387611754185376415}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_5.json
new file mode 100644
index 0000000..def362e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 74}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -584922259830689}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_6.json
new file mode 100644
index 0000000..ffaed6c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3222342916878951954}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_7.json
new file mode 100644
index 0000000..7872eab
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 401}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1013281937498042180}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_8.json
new file mode 100644
index 0000000..fe39e97
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 360}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3941351198093721989}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_9.json
new file mode 100644
index 0000000..45c8a52
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GBM_grid_1_AutoML_20190425_061247_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_061247_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_061247_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 33}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3721343156586162875}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ae99226
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4880951606538223235}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..3921cda
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 7189351013797971946}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..616a1ac
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4844715198400296124}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..5b1fa82
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -3042194167376305624}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..17707ae
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 4101717973656451104}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..aa19fd1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 8910322714045525139}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_061247_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_061247_model_1.json
new file mode 100644
index 0000000..1ba2d71
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_GLM_grid_1_AutoML_20190425_061247_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_061247_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_061247_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -2252716009947965509}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_AllModels_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_AllModels_AutoML_20190425_031629.json
new file mode 100644
index 0000000..538754c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_AllModels_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_AllModels_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_AllModels_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": 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\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f64a610
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_BestOfFamily_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_BestOfFamily_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}]}, "metalearner_algorithm": {"default": "AUTO", "actual": "AUTO"}, "metalearner_nfolds": {"default": 0, "actual": 5}, "metalearner_fold_assignment": {"default": null, "actual": null}, "metalearner_fold_column": {"default": null, "actual": null}, "metalearner_params": {"default": "", "actual": ""}, "seed": {"default": -1, "actual": -1404783178768676144}, "keep_levelone_frame": {"default": false, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..fcfb301
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..1624d6b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..cf08f0e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..10c0cc1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..a10713b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..6846c1e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_061247.json
new file mode 100644
index 0000000..cefc344
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_1_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9029067611563076446}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..97f06cf
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..5cd1a3a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..1c948f2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9d34d78
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_050348.json
new file mode 100644
index 0000000..f4a6617
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_054218.json
new file mode 100644
index 0000000..6eae772
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_061247.json
new file mode 100644
index 0000000..c123f09
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_2_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9029067611563076446}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..395450a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..466fda0
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..9775e31
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f3f2089
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_050348.json
new file mode 100644
index 0000000..d103051
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_054218.json
new file mode 100644
index 0000000..3c761e3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_061247.json
new file mode 100644
index 0000000..1f5d655
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_3_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9029067611563076446}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..4c084dd
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6395740594459439245}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..be17ed5
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4054137908598021881}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..35cff48
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5779941366896525440}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..598a336
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6884607768925499364}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 86}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..f378cdb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2465542187004738723}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 117}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..387366c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8539189752952144055}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..8819791
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2272108584447827933}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..9844ac4
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1203042584475410659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..dd6a466
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -628356744286002048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 183}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
new file mode 100644
index 0000000..2199734
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6523959619730099752}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..d59e9b7
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1530081880822287089}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..7998ada
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4304983475382058711}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 202}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..e7b4a9a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 604549568096783977}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 162}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..7e5e77b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2411828694468173610}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 101}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..eca8f45
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7205501380284197369}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 115}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..cdbf62e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6308005814284455071}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..af78bb3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7357782945086892099}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..a3122ac
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -61916048732675974}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..baa7be1
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6352440822126653384}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 140}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..4fbed31
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 480464323566383820}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 97}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..196c1dc
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1690502735858080532}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 301}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..cc2daf2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1927727768066859706}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 180}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..97d8e98
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6226904616747742470}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 93}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..9667978
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961447772859692016}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 125}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..69c0337
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4346169380819792659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 77}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..868bbea
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8998242818136420271}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 2}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..d9998ff
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8812428314726501427}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 101}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_10.json
new file mode 100644
index 0000000..a752eee
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_10", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8978445246174024747}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 105}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_11.json
new file mode 100644
index 0000000..76d7552
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_11", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3313935992808011059}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 342}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_12.json
new file mode 100644
index 0000000..d745bfb
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_12", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5786478517955668784}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_13.json
new file mode 100644
index 0000000..fdaa93e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_13", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4915753551083076130}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 230}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_14.json
new file mode 100644
index 0000000..7b15f8e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_14", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 852717614406039596}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 96}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_15.json
new file mode 100644
index 0000000..3af0a75
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_15", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 483333916761236253}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 69}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..90e8a89
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8430239447191959709}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 257}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..f0ba256
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3384676310408015048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..9f882e3
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5402249057856003225}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..41df06a
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5569381139228112576}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..9cd34c8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8686034341340101726}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 246}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..6124b63
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4164455131881243353}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..3dab1cf
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4128975183044023424}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 180}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..ed80870
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6904926939658349270}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 187}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..c3bec76
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7095385250348773307}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 123}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 15.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_10.json
new file mode 100644
index 0000000..2bd5db2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_10", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4239042311456205962}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_11.json
new file mode 100644
index 0000000..0a6dce9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_11", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1890635334650361663}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 75}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_12.json
new file mode 100644
index 0000000..7fa1f2e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_12", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2977682302805851952}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 123}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_13.json
new file mode 100644
index 0000000..5d086ce
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_13", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4352110591450110493}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_14.json
new file mode 100644
index 0000000..2e41441
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_14", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7403195095140425808}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 26}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..a99c29c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1007820492429168366}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..2e5dd67
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1114504893383177901}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 84}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..5f66c95
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5707209751279890533}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 233}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..7feeb9b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -220612972657063119}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 317}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..065d56b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3284892471574756797}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 153}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..3bc0ced
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1297895846602351638}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..67d672f
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -9085632511738749858}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_9.json
new file mode 100644
index 0000000..3a4894c
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_054218_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_9", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2173971084511364982}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 231}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_1.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_1.json
new file mode 100644
index 0000000..924a7a8
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3347396820538203826}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_10.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_10.json
new file mode 100644
index 0000000..0ca41d2
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_10", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 48843706985696630}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 112}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_11.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_11.json
new file mode 100644
index 0000000..9e77b53
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_11", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3046314867664844737}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 87}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_12.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_12.json
new file mode 100644
index 0000000..37c8b58
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_12", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3635938292804883542}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_13.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_13.json
new file mode 100644
index 0000000..0efdaf5
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_13", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4745859955965647681}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_14.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_14.json
new file mode 100644
index 0000000..7433717
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_14", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 893861067412367125}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 15.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_15.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_15.json
new file mode 100644
index 0000000..3920a79
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_15", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4719193167058958803}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 68}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 15.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_16.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_16.json
new file mode 100644
index 0000000..9837919
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_16", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7687303964173537748}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 35}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_2.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_2.json
new file mode 100644
index 0000000..e8cf32e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1439734357746455753}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 139}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_3.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_3.json
new file mode 100644
index 0000000..4490ef6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 81578391032172089}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 254}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_4.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_4.json
new file mode 100644
index 0000000..2150d42
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7175634062460433343}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 107}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_5.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_5.json
new file mode 100644
index 0000000..094868e
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -963876798353044738}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 169}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_6.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_6.json
new file mode 100644
index 0000000..b476163
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7478327950780854809}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 109}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_7.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_7.json
new file mode 100644
index 0000000..43fbb3d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1852626263027214465}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_8.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_8.json
new file mode 100644
index 0000000..d3e15fe
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1707084657567225557}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 107}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_9.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_9.json
new file mode 100644
index 0000000..1aa98de
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XGBoost_grid_1_AutoML_20190425_061247_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_061247_model_9", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_061247_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1303506185495577016}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 143}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 15.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_031629.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f0a71a9
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4628012047370416590}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_034434.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b4fcd46
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5142220278587894502}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_040839.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..a626eb6
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8169382873339601}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_044008.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..747e98d
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -542286521019288021}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_050348.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..4b54c8b
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 17}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4459023187792658759}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_054218.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..3d6eb76
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 15}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5061120222178819186}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_061247.json b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_061247.json
new file mode 100644
index 0000000..ef2bd00
--- /dev/null
+++ b/DS/results/CzanFF2000/param/param_CzanFF2000_XRT_1_AutoML_20190425_061247.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_061247", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_061247"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 35}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8348626130045625785}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/CzanFF2000/varimp/varimp_percentage_CzanFF2000.csv b/DS/results/CzanFF2000/varimp/varimp_percentage_CzanFF2000.csv
new file mode 100644
index 0000000..06b8d48
--- /dev/null
+++ b/DS/results/CzanFF2000/varimp/varimp_percentage_CzanFF2000.csv
@@ -0,0 +1,378 @@
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diff --git a/DS/results/CzanFF2000/varimp/varimp_relative_importance_CzanFF2000.csv b/DS/results/CzanFF2000/varimp/varimp_relative_importance_CzanFF2000.csv
new file mode 100644
index 0000000..dcd5315
--- /dev/null
+++ b/DS/results/CzanFF2000/varimp/varimp_relative_importance_CzanFF2000.csv
@@ -0,0 +1,378 @@
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diff --git a/DS/results/CzanFF2000/varimp/varimp_scaled_importance_CzanFF2000.csv b/DS/results/CzanFF2000/varimp/varimp_scaled_importance_CzanFF2000.csv
new file mode 100644
index 0000000..4abfb33
--- /dev/null
+++ b/DS/results/CzanFF2000/varimp/varimp_scaled_importance_CzanFF2000.csv
@@ -0,0 +1,378 @@
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diff --git a/DS/results/MhjELnB300/MhjELnB300_meta_data.json b/DS/results/MhjELnB300/MhjELnB300_meta_data.json
new file mode 100644
index 0000000..625991e
--- /dev/null
+++ b/DS/results/MhjELnB300/MhjELnB300_meta_data.json
@@ -0,0 +1,75 @@
+{
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+    "data_path": "/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv",
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+    "nthreads": 1,
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+    "X": [
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+        "floor",
+        "total_parking_capacity_in_site",
+        "total_household_count_in_sites",
+        "apartment_building_count_in_sites",
+        "supply_area",
+        "total_household_count_of_area_type",
+        "room_count",
+        "bathroom_count",
+        "heat_fuel_cogeneration",
+        "heat_fuel_gas",
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+        "heat_type_district",
+        "heat_type_individual",
+        "front_door_structure_corridor",
+        "front_door_structure_mixed",
+        "front_door_structure_stairway"
+    ],
+    "variables": {
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+        "exclusive_use_area": "real",
+        "floor": "int",
+        "total_parking_capacity_in_site": "int",
+        "total_household_count_in_sites": "int",
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+        "heat_fuel_gas": "int",
+        "heat_type_central": "int",
+        "heat_type_district": "int",
+        "heat_type_individual": "int",
+        "front_door_structure_corridor": "int",
+        "front_door_structure_mixed": "int",
+        "front_door_structure_stairway": "int"
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+    "mod_best_algo": "gbm",
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+        "XGBoost_1_AutoML_20190425_031629",
+        "XRT_1_AutoML_20190425_031629",
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+        "DeepLearning_1_AutoML_20190425_031629",
+        "GLM_grid_1_AutoML_20190425_031629_model_1"
+    ]
+}
diff --git a/DS/results/MhjELnB300/MhjELnB300_predictions.csv b/DS/results/MhjELnB300/MhjELnB300_predictions.csv
new file mode 100644
index 0000000..4e659d2
--- /dev/null
+++ b/DS/results/MhjELnB300/MhjELnB300_predictions.csv
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diff --git a/DS/results/MhjELnB300/MhjELnB300_test_stats.json b/DS/results/MhjELnB300/MhjELnB300_test_stats.json
new file mode 100644
index 0000000..3c95fa8
--- /dev/null
+++ b/DS/results/MhjELnB300/MhjELnB300_test_stats.json
@@ -0,0 +1,8 @@
+{
+    "mse": 1.0151121699063134e+16,
+    "rmse": 100752775.14323431,
+    "null_degrees_of_freedom": null,
+    "residual_degrees_of_freedom": null,
+    "residual_deviance": null,
+    "null_deviance": null
+}
diff --git a/DS/results/MhjELnB300/bestModel/GBM_1_AutoML_20190425_031629 b/DS/results/MhjELnB300/bestModel/GBM_1_AutoML_20190425_031629
new file mode 100644
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diff --git a/DS/results/MhjELnB300/hyperparameter/hyperparameter_DL_MhjELnB300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_DL_MhjELnB300.csv
new file mode 100644
index 0000000..fc53b14
--- /dev/null
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_DL_MhjELnB300.csv
@@ -0,0 +1,5 @@
+,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
+0,DeepLearning_1_AutoML_20190425_031629,False,"[10, 10, 10]",10.389150943396226,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
+1,DeepLearning_grid_1_AutoML_20190425_031629_model_1,False,[500],8.0,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
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diff --git a/DB/result/result/organized/300/Hyperparameter_XRT_300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_DRF_MhjELnB300.csv
similarity index 61%
rename from DB/result/result/organized/300/Hyperparameter_XRT_300.csv
rename to DS/results/MhjELnB300/hyperparameter/hyperparameter_DRF_MhjELnB300.csv
index 2f2dd7a..d563788 100644
--- a/DB/result/result/organized/300/Hyperparameter_XRT_300.csv
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_DRF_MhjELnB300.csv
@@ -1,2 +1,2 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,XRT_1_AutoML_20190421_193027,FALSE,0,5,1,13,20,0,FALSE,0.014965432,5.69391E+16
\ No newline at end of file
+,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
+0,DRF_1_AutoML_20190425_031629,False,,5.0,1.0,29,20,0,False,0.011609086505314302,-109059479828034882
diff --git a/DS/results/MhjELnB300/hyperparameter/hyperparameter_GBM_MhjELnB300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_GBM_MhjELnB300.csv
new file mode 100644
index 0000000..1979b8f
--- /dev/null
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_GBM_MhjELnB300.csv
@@ -0,0 +1,12 @@
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+10,GBM_grid_1_AutoML_20190425_031629_model_6,5,0.8,17,1.0,0.7,False,-1305402648528411279,0,deviance,0.011609086505314302
diff --git a/DS/results/MhjELnB300/hyperparameter/hyperparameter_GLM_MhjELnB300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_GLM_MhjELnB300.csv
new file mode 100644
index 0000000..4163a04
--- /dev/null
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_GLM_MhjELnB300.csv
@@ -0,0 +1,2 @@
+,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
+0,GLM_grid_1_AutoML_20190425_031629_model_1,-4880951606538223235,0.0,1.0,"[0.0, 0.2, 0.4, 0.6, 0.8, 1.0]","[15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]",MeanImputation,True
diff --git a/DS/results/MhjELnB300/hyperparameter/hyperparameter_XGBoost_MhjELnB300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_XGBoost_MhjELnB300.csv
new file mode 100644
index 0000000..2103a2f
--- /dev/null
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_XGBoost_MhjELnB300.csv
@@ -0,0 +1,6 @@
+,model_id,ntrees,max_depth,min_rows,min_sum_hessian_in_leaf,sample_rate,col_sample_rate,col_sample_rate_per_tree,booster,reg_lambda,reg_alpha
+0,XGBoost_1_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
+1,XGBoost_2_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
+2,XGBoost_3_AutoML_20190425_031629,98,5,3.0,100.0,0.8,0.8,0.8,gbtree,1.0,0.0
+3,XGBoost_grid_1_AutoML_20190425_031629_model_1,94,20,10.0,100.0,0.6,0.8,1.0,dart,1.0,0.01
+4,XGBoost_grid_1_AutoML_20190425_031629_model_2,70,15,0.1,100.0,0.8,0.8,0.7,gbtree,0.001,0.01
diff --git a/DB/result/result/organized/300/Hyperparameter_DRF_300.csv b/DS/results/MhjELnB300/hyperparameter/hyperparameter_XRT_MhjELnB300.csv
similarity index 60%
rename from DB/result/result/organized/300/Hyperparameter_DRF_300.csv
rename to DS/results/MhjELnB300/hyperparameter/hyperparameter_XRT_MhjELnB300.csv
index fbd0744..d897034 100644
--- a/DB/result/result/organized/300/Hyperparameter_DRF_300.csv
+++ b/DS/results/MhjELnB300/hyperparameter/hyperparameter_XRT_MhjELnB300.csv
@@ -1,2 +1,2 @@
-,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
-0,DRF_1_AutoML_20190421_193027,FALSE,0,5,1,14,20,0,FALSE,0.014965432,2.89858E+17
\ No newline at end of file
+,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
+0,XRT_1_AutoML_20190425_031629,False,,5.0,1.0,16,20,0,False,0.011609086505314302,-4628012047370416590
diff --git a/DS/results/MhjELnB300/leaderboard/leaderboard_MhjELnB300.csv b/DS/results/MhjELnB300/leaderboard/leaderboard_MhjELnB300.csv
new file mode 100644
index 0000000..6bc0498
--- /dev/null
+++ b/DS/results/MhjELnB300/leaderboard/leaderboard_MhjELnB300.csv
@@ -0,0 +1,26 @@
+,model_id,mean_residual_deviance,rmse,mse,mae,rmsle,system_date,runtime
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+4,XGBoost_grid_1_AutoML_20190425_031629_model_2,24760693062879860,157355308.34032848,24760693062879860,91812991.18167116,0.3256404216870056,2019-04-25,300
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+19,DeepLearning_grid_1_AutoML_20190425_031629_model_1,40993065259361710,202467442.46757728,40993065259361710,127887219.6413645,,2019-04-25,300
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new file mode 100644
index 0000000..8ccad50
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_DRF_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_1_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..5e2ddea
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..f87fc42
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..ffd2e57
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..f7c6744
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.1, 0.1]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_1_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..780206e
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_2_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..d9c2ba8
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_3_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..a1b9753
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_4_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_4_AutoML_20190425_031629.json
new file mode 100644
index 0000000..0f78ce4
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_4_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_5_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_5_AutoML_20190425_031629.json
new file mode 100644
index 0000000..60d2f3f
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_5_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ebe4720
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8207528746136263964}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..0541121
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5601301954470354295}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..5a3b20d
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 47605658123363556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_4.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_4.json
new file mode 100644
index 0000000..d840d6d
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4890404642995617793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_5.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_5.json
new file mode 100644
index 0000000..d4be7a7
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3753904886134921359}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_6.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_6.json
new file mode 100644
index 0000000..b884526
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GBM_grid_1_AutoML_20190425_031629_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1305402648528411279}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_GLM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/MhjELnB300/param/param_MhjELnB300_GLM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ae99226
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_GLM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4880951606538223235}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_AllModels_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_AllModels_AutoML_20190425_031629.json
new file mode 100644
index 0000000..538754c
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_AllModels_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_AllModels_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_AllModels_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": 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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f64a610
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_1_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..fcfb301
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_2_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..97f06cf
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_3_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..395450a
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..4c084dd
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6395740594459439245}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..be17ed5
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4054137908598021881}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/param/param_MhjELnB300_XRT_1_AutoML_20190425_031629.json b/DS/results/MhjELnB300/param/param_MhjELnB300_XRT_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f0a71a9
--- /dev/null
+++ b/DS/results/MhjELnB300/param/param_MhjELnB300_XRT_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4628012047370416590}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/MhjELnB300/varimp/varimp_percentage_MhjELnB300.csv b/DS/results/MhjELnB300/varimp/varimp_percentage_MhjELnB300.csv
new file mode 100644
index 0000000..a6cbea3
--- /dev/null
+++ b/DS/results/MhjELnB300/varimp/varimp_percentage_MhjELnB300.csv
@@ -0,0 +1,24 @@
+,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
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diff --git a/DS/results/MhjELnB300/varimp/varimp_relative_importance_MhjELnB300.csv b/DS/results/MhjELnB300/varimp/varimp_relative_importance_MhjELnB300.csv
new file mode 100644
index 0000000..e3a0e44
--- /dev/null
+++ b/DS/results/MhjELnB300/varimp/varimp_relative_importance_MhjELnB300.csv
@@ -0,0 +1,24 @@
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diff --git a/DS/results/MhjELnB300/varimp/varimp_scaled_importance_MhjELnB300.csv b/DS/results/MhjELnB300/varimp/varimp_scaled_importance_MhjELnB300.csv
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index 0000000..6e7b2d4
--- /dev/null
+++ b/DS/results/MhjELnB300/varimp/varimp_scaled_importance_MhjELnB300.csv
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diff --git a/DS/results/eFMvlPR500/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5 b/DS/results/eFMvlPR500/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5
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diff --git a/DS/results/eFMvlPR500/eFMvlPR500_meta_data.json b/DS/results/eFMvlPR500/eFMvlPR500_meta_data.json
new file mode 100644
index 0000000..0308d38
--- /dev/null
+++ b/DS/results/eFMvlPR500/eFMvlPR500_meta_data.json
@@ -0,0 +1,76 @@
+{
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+    "target": "transaction_real_price",
+    "server_path": "/Users/bonnie/6105/project/DS/project/results",
+    "data_path": "/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv",
+    "test_path": null,
+    "max_models": 9,
+    "run_time": 500,
+    "run_id": "eFMvlPR500",
+    "scale": false,
+    "classification": false,
+    "model_path": null,
+    "balance": false,
+    "balance_threshold": 0.2,
+    "project": null,
+    "end_time": 1556179502.538707,
+    "execution_time": 1233.2159280776978,
+    "run_path": "/Users/bonnie/6105/project/DS/project/results/eFMvlPR500",
+    "nthreads": 1,
+    "min_mem_size": 1,
+    "analysis": 0,
+    "X": [
+        "city",
+        "exclusive_use_area",
+        "floor",
+        "total_parking_capacity_in_site",
+        "total_household_count_in_sites",
+        "apartment_building_count_in_sites",
+        "supply_area",
+        "total_household_count_of_area_type",
+        "room_count",
+        "bathroom_count",
+        "heat_fuel_cogeneration",
+        "heat_fuel_gas",
+        "heat_type_central",
+        "heat_type_district",
+        "heat_type_individual",
+        "front_door_structure_corridor",
+        "front_door_structure_mixed",
+        "front_door_structure_stairway"
+    ],
+    "variables": {
+        "transaction_real_price": "int",
+        "city": "int",
+        "exclusive_use_area": "real",
+        "floor": "int",
+        "total_parking_capacity_in_site": "int",
+        "total_household_count_in_sites": "int",
+        "apartment_building_count_in_sites": "int",
+        "supply_area": "real",
+        "total_household_count_of_area_type": "int",
+        "room_count": "int",
+        "bathroom_count": "int",
+        "heat_fuel_cogeneration": "int",
+        "heat_fuel_gas": "int",
+        "heat_type_central": "int",
+        "heat_type_district": "int",
+        "heat_type_individual": "int",
+        "front_door_structure_corridor": "int",
+        "front_door_structure_mixed": "int",
+        "front_door_structure_stairway": "int"
+    },
+    "model_execution_time_sec": 483.5366759300232,
+    "model_execution_time": 483.53679895401,
+    "mod_best": "XGBoost_grid_1_AutoML_20190425_034434_model_5",
+    "mod_best_algo": "xgboost",
+    "models": [
+        "XGBoost_grid_1_AutoML_20190425_034434_model_5",
+        "GBM_1_AutoML_20190425_031629",
+        "XRT_1_AutoML_20190425_031629",
+        "DRF_1_AutoML_20190425_031629",
+        "DeepLearning_grid_1_AutoML_20190425_034434_model_4",
+        "GLM_grid_1_AutoML_20190425_034434_model_1",
+        "XGBoost_grid_1_AutoML_20190425_034434_model_2"
+    ]
+}
diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DL_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DL_eFMvlPR500.csv
new file mode 100644
index 0000000..461ab59
--- /dev/null
+++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DL_eFMvlPR500.csv
@@ -0,0 +1,13 @@
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diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv
new file mode 100644
index 0000000..113d6c8
--- /dev/null
+++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_DRF_eFMvlPR500.csv
@@ -0,0 +1,3 @@
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diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv
new file mode 100644
index 0000000..5ad0f9c
--- /dev/null
+++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GBM_eFMvlPR500.csv
@@ -0,0 +1,26 @@
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diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv
new file mode 100644
index 0000000..3d6ec32
--- /dev/null
+++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_GLM_eFMvlPR500.csv
@@ -0,0 +1,3 @@
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diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv
new file mode 100644
index 0000000..a1a99d1
--- /dev/null
+++ b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XGBoost_eFMvlPR500.csv
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diff --git a/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XRT_eFMvlPR500.csv b/DS/results/eFMvlPR500/hyperparameter/hyperparameter_XRT_eFMvlPR500.csv
new file mode 100644
index 0000000..871248a
--- /dev/null
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diff --git a/DS/results/eFMvlPR500/leaderboard/leaderboard_eFMvlPR500.csv b/DS/results/eFMvlPR500/leaderboard/leaderboard_eFMvlPR500.csv
new file mode 100644
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diff --git a/DS/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip b/DS/results/eFMvlPR500/logs/eFMvlPR500_autoh2o_log.zip
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diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..8ccad50
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 29}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -109059479828034882}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..871dffd
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DRF_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..5e2ddea
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..2e4e04a
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..f87fc42
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..ffd2e57
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..f7c6744
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..22f3c51
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..b7ec4d6
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [50]}, "epochs": {"default": 10.0, "actual": 8.0}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": -3788708703345838816}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.95}, "epsilon": {"default": 1e-08, "actual": 1e-08}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.5]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..cc60935
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..11ccfc6
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b9f3c3d
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..6c2c8d9
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..5ccd19f
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..780206e
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..0d77ad1
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..d9c2ba8
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..aca1938
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..a1b9753
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6b763d9
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_031629.json
new file mode 100644
index 0000000..0f78ce4
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6d434f9
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_4_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_031629.json
new file mode 100644
index 0000000..60d2f3f
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b53d730
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_5_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ebe4720
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8207528746136263964}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..0541121
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5601301954470354295}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..5a3b20d
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 47605658123363556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_4.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_4.json
new file mode 100644
index 0000000..d840d6d
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4890404642995617793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_5.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_5.json
new file mode 100644
index 0000000..d4be7a7
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3753904886134921359}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_6.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_6.json
new file mode 100644
index 0000000..b884526
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_031629_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1305402648528411279}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..e723692
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 729}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1410357535471554209}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..3802c87
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 334}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 444921593099312736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..ed0e414
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 487}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3917196823294341591}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..48dbe57
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 699962976991480881}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b0f9d38
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3681137519580778394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..1e381b1
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7217941094633065686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..bfa9f72
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GBM_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 4}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3342921263531951771}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ae99226
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4880951606538223235}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..3921cda
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_GLM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 7189351013797971946}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_AllModels_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_AllModels_AutoML_20190425_031629.json
new file mode 100644
index 0000000..538754c
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_AllModels_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_AllModels_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_AllModels_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": 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\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f64a610
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_BestOfFamily_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_BestOfFamily_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}]}, "metalearner_algorithm": {"default": "AUTO", "actual": "AUTO"}, "metalearner_nfolds": {"default": 0, "actual": 5}, "metalearner_fold_assignment": {"default": null, "actual": null}, "metalearner_fold_column": {"default": null, "actual": null}, "metalearner_params": {"default": "", "actual": ""}, "seed": {"default": -1, "actual": -1404783178768676144}, "keep_levelone_frame": {"default": false, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..fcfb301
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..1624d6b
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..97f06cf
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..5cd1a3a
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..395450a
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..466fda0
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..4c084dd
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6395740594459439245}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..be17ed5
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4054137908598021881}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..35cff48
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5779941366896525440}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..598a336
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6884607768925499364}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 86}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..f378cdb
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2465542187004738723}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 117}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..387366c
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8539189752952144055}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..8819791
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2272108584447827933}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..9844ac4
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1203042584475410659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..dd6a466
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -628356744286002048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 183}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
new file mode 100644
index 0000000..2199734
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6523959619730099752}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_031629.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f0a71a9
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4628012047370416590}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_034434.json b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b4fcd46
--- /dev/null
+++ b/DS/results/eFMvlPR500/param/param_eFMvlPR500_XRT_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5142220278587894502}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/eFMvlPR500/varimp/varimp_percentage_eFMvlPR500.csv b/DS/results/eFMvlPR500/varimp/varimp_percentage_eFMvlPR500.csv
new file mode 100644
index 0000000..cb5676c
--- /dev/null
+++ b/DS/results/eFMvlPR500/varimp/varimp_percentage_eFMvlPR500.csv
@@ -0,0 +1,58 @@
+,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
+0,XGBoost_grid_1_AutoML_20190425_034434_model_5,0.2793376849616361,0.16814316694845863,0.15514549699170202,0.11625285058968177,0.06512523689044374,0.053838234811348924,0.053165195694137794,0.0371778799475837,0.02871206105492286,0.014038795518820648,0.008442865331974482,0.006995088051997011,0.0056737050820469415,0.0026668345545619947,0.0020889873704098955,0.002070096748780084,0.0009234036548889259,0.00020241579660452765
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diff --git a/DS/results/eFMvlPR500/varimp/varimp_relative_importance_eFMvlPR500.csv b/DS/results/eFMvlPR500/varimp/varimp_relative_importance_eFMvlPR500.csv
new file mode 100644
index 0000000..e054cf7
--- /dev/null
+++ b/DS/results/eFMvlPR500/varimp/varimp_relative_importance_eFMvlPR500.csv
@@ -0,0 +1,58 @@
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diff --git a/DS/results/eFMvlPR500/varimp/varimp_scaled_importance_eFMvlPR500.csv b/DS/results/eFMvlPR500/varimp/varimp_scaled_importance_eFMvlPR500.csv
new file mode 100644
index 0000000..c9bdbb7
--- /dev/null
+++ b/DS/results/eFMvlPR500/varimp/varimp_scaled_importance_eFMvlPR500.csv
@@ -0,0 +1,58 @@
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diff --git a/DS/results/ihFSck1500/bestModel/XGBoost_grid_1_AutoML_20190425_054218_model_6 b/DS/results/ihFSck1500/bestModel/XGBoost_grid_1_AutoML_20190425_054218_model_6
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_DL_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_DL_ihFSck1500.csv
new file mode 100644
index 0000000..85e7bd8
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_DL_ihFSck1500.csv
@@ -0,0 +1,46 @@
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_DRF_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_DRF_ihFSck1500.csv
new file mode 100644
index 0000000..cbb192a
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_DRF_ihFSck1500.csv
@@ -0,0 +1,7 @@
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_GBM_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_GBM_ihFSck1500.csv
new file mode 100644
index 0000000..2e12fb6
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_GBM_ihFSck1500.csv
@@ -0,0 +1,170 @@
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_GLM_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_GLM_ihFSck1500.csv
new file mode 100644
index 0000000..567cd63
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_GLM_ihFSck1500.csv
@@ -0,0 +1,7 @@
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_XGBoost_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_XGBoost_ihFSck1500.csv
new file mode 100644
index 0000000..7303644
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_XGBoost_ihFSck1500.csv
@@ -0,0 +1,74 @@
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diff --git a/DS/results/ihFSck1500/hyperparameter/hyperparameter_XRT_ihFSck1500.csv b/DS/results/ihFSck1500/hyperparameter/hyperparameter_XRT_ihFSck1500.csv
new file mode 100644
index 0000000..df7d676
--- /dev/null
+++ b/DS/results/ihFSck1500/hyperparameter/hyperparameter_XRT_ihFSck1500.csv
@@ -0,0 +1,7 @@
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diff --git a/DS/results/ihFSck1500/ihFSck1500_meta_data.json b/DS/results/ihFSck1500/ihFSck1500_meta_data.json
new file mode 100644
index 0000000..ca1e80a
--- /dev/null
+++ b/DS/results/ihFSck1500/ihFSck1500_meta_data.json
@@ -0,0 +1,75 @@
+{
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+    "data_path": "/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv",
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+        "heat_fuel_gas",
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+        "heat_type_individual",
+        "front_door_structure_corridor",
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+        "floor": "int",
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+        "DeepLearning_grid_1_AutoML_20190425_054218_model_1",
+        "GLM_grid_1_AutoML_20190425_044008_model_1"
+    ]
+}
diff --git a/DS/results/ihFSck1500/leaderboard/leaderboard_ihFSck1500.csv b/DS/results/ihFSck1500/leaderboard/leaderboard_ihFSck1500.csv
new file mode 100644
index 0000000..72edc84
--- /dev/null
+++ b/DS/results/ihFSck1500/leaderboard/leaderboard_ihFSck1500.csv
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diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..8ccad50
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..871dffd
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..de2ad6a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 18}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3760058581049223230}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b8ef8d2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 19}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4477005182244811168}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..beebce9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3465120126922232374}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..9e0585a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DRF_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 12}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7991581400575865866}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..5e2ddea
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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null, "actual": null}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, "col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..2e4e04a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..06a334d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9b8c7d6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..3638397
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..88518db
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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{"default": null, "actual": null}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..f87fc42
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..ffd2e57
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..f7c6744
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..22f3c51
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [500]}, "epochs": {"default": 10.0, "actual": 30.4}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": 4599399753447290479}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.95}, "epsilon": {"default": 1e-08, "actual": 1e-06}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.05}, "hidden_dropout_ratios": {"default": null, "actual": [0.1]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..b7ec4d6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..cc60935
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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"regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..11ccfc6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b9f3c3d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..6c2c8d9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..5ccd19f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..9ecc6c1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..f24d68c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..05b3a1c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..fd690e4
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..76577eb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..ecbfa4c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..690fc8a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6ac11a3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [500]}, "epochs": {"default": 10.0, "actual": 8.0}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": -1643160953793250177}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.95}, "epsilon": {"default": 1e-08, "actual": 1e-07}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.15}, "hidden_dropout_ratios": {"default": null, "actual": [0.0]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, 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"col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..112e8c1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, "actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [200, 200]}, "epochs": {"default": 10.0, "actual": 17.6}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": -4307084405582360707}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.95}, "epsilon": {"default": 1e-08, "actual": 1e-08}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.2, 0.2]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, "col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..f209893
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": 0.0}, "regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, "col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..6d9467d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..1b85dad
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [200, 200, 200]}, "epochs": {"default": 10.0, "actual": 8.0}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": 169786607445456053}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.99}, "epsilon": {"default": 1e-08, "actual": 1e-09}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.2}, "hidden_dropout_ratios": {"default": null, "actual": [0.4, 0.4, 0.4]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..d48d8a8
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..4835fd8
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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"regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..0f4bbf9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..92e88ed
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..322846a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..b2f1520
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..22ca1e5
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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0.0, "actual": 0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.2, 0.2, 0.2]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..dff9f1d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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0.1}, "hidden_dropout_ratios": {"default": null, "actual": [0.3, 0.3, 0.3]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..282afcc
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..e4b444f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..ccad0ba
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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"actual": true}, "standardize": {"default": true, "actual": true}, "activation": {"default": "Rectifier", "actual": "RectifierWithDropout"}, "hidden": {"default": [200, 200], "actual": [50]}, "epochs": {"default": 10.0, "actual": 91.2}, "train_samples_per_iteration": {"default": -2, "actual": -2}, "target_ratio_comm_to_comp": {"default": 0.05, "actual": 0.05}, "seed": {"default": -1, "actual": -1177152340115307395}, "adaptive_rate": {"default": true, "actual": true}, "rho": {"default": 0.99, "actual": 0.95}, "epsilon": {"default": 1e-08, "actual": 1e-06}, "rate": {"default": 0.005, "actual": 0.005}, "rate_annealing": {"default": 1e-06, "actual": 1e-06}, "rate_decay": {"default": 1.0, "actual": 1.0}, "momentum_start": {"default": 0.0, "actual": 0.0}, "momentum_ramp": {"default": 1000000.0, "actual": 1000000.0}, "momentum_stable": {"default": 0.0, "actual": 0.0}, "nesterov_accelerated_gradient": {"default": true, "actual": true}, "input_dropout_ratio": {"default": 0.0, "actual": 0.1}, "hidden_dropout_ratios": {"default": null, "actual": [0.5]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..1c8aa33
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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"hidden_dropout_ratios": {"default": null, "actual": [0.4]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, "col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..fbd65b7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "weights_column": {"default": null, "actual": null}, "offset_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "checkpoint": {"default": null, "actual": null}, "pretrained_autoencoder": {"default": null, "actual": null}, "overwrite_with_best_model": {"default": true, "actual": false}, "use_all_factor_levels": {"default": true, 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"regression_stop": {"default": 1e-06, "actual": 1e-06}, "stopping_rounds": {"default": 5, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.0, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "score_validation_sampling": {"default": "Uniform", "actual": "Uniform"}, "diagnostics": {"default": true, "actual": true}, "fast_mode": {"default": true, "actual": true}, "force_load_balance": {"default": true, "actual": true}, "variable_importances": {"default": true, "actual": true}, "replicate_training_data": {"default": true, "actual": true}, "single_node_mode": {"default": false, "actual": false}, "shuffle_training_data": {"default": false, "actual": false}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "quiet_mode": {"default": false, "actual": false}, "autoencoder": {"default": false, "actual": false}, "sparse": {"default": false, "actual": false}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..bb87f50
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..b934b9a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..53a7855
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..18a063d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_DeepLearning_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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false}, "sparse": {"default": false, "actual": false}, "col_major": {"default": false, "actual": false}, "average_activation": {"default": 0.0, "actual": 0.0}, "sparsity_beta": {"default": 0.0, "actual": 0.0}, "max_categorical_features": {"default": 2147483647, "actual": 2147483647}, "reproducible": {"default": false, "actual": false}, "export_weights_and_biases": {"default": false, "actual": false}, "mini_batch_size": {"default": 1, "actual": 1}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "elastic_averaging": {"default": false, "actual": false}, "elastic_averaging_moving_rate": {"default": 0.9, "actual": 0.9}, "elastic_averaging_regularization": {"default": 0.001, "actual": 0.001}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..780206e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..0d77ad1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..eff58f9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..27dd02f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..dcbe596
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..a9fa05b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..d9c2ba8
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..aca1938
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..035c70e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..ace8140
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_050348.json
new file mode 100644
index 0000000..44c4cdb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_054218.json
new file mode 100644
index 0000000..5ed4beb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_2_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..a1b9753
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6b763d9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..c60c74c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b52ff85
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_050348.json
new file mode 100644
index 0000000..3dd744f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_054218.json
new file mode 100644
index 0000000..230538f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_3_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_031629.json
new file mode 100644
index 0000000..0f78ce4
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6d434f9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_040839.json
new file mode 100644
index 0000000..d2539c9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f4e2cf1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_050348.json
new file mode 100644
index 0000000..dc0c524
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_054218.json
new file mode 100644
index 0000000..5f16eeb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_4_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_031629.json
new file mode 100644
index 0000000..60d2f3f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b53d730
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_040839.json
new file mode 100644
index 0000000..f4cb605
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9a4164f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_050348.json
new file mode 100644
index 0000000..cf69214
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8572296394851566548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_054218.json
new file mode 100644
index 0000000..7ca92f6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_5_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -781757531037794459}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ebe4720
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8207528746136263964}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..0541121
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5601301954470354295}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..5a3b20d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 47605658123363556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_4.json
new file mode 100644
index 0000000..d840d6d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4890404642995617793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_5.json
new file mode 100644
index 0000000..d4be7a7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3753904886134921359}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_6.json
new file mode 100644
index 0000000..b884526
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_031629_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1305402648528411279}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..e723692
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 729}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1410357535471554209}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..3802c87
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 334}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 444921593099312736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..ed0e414
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 487}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3917196823294341591}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..48dbe57
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 699962976991480881}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b0f9d38
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3681137519580778394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..1e381b1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7217941094633065686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..bfa9f72
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 4}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3342921263531951771}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..f4b3dd2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 357}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2648944990099949971}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_10.json
new file mode 100644
index 0000000..d893e61
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 277}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1745231259963397662}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_11.json
new file mode 100644
index 0000000..3858271
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 311}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1276172678072786484}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_12.json
new file mode 100644
index 0000000..6770724
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3870717101120213072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_13.json
new file mode 100644
index 0000000..5882843
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8150671539268290391}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_14.json
new file mode 100644
index 0000000..24c013c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 55}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7045985887688379629}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_15.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_15.json
new file mode 100644
index 0000000..befc748
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 448}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 606085004681480862}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_16.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_16.json
new file mode 100644
index 0000000..ad51b99
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 156}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2048560504733410558}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_17.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_17.json
new file mode 100644
index 0000000..9ec2ac9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1588338376828620350}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_18.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_18.json
new file mode 100644
index 0000000..ca78fe9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 260}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1200822257441343333}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_19.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_19.json
new file mode 100644
index 0000000..1bc2129
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 67}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1363329384422632462}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..bc05bf0
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4274705796470630362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_20.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_20.json
new file mode 100644
index 0000000..1486c0f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 436}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348441687563003820}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_21.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_21.json
new file mode 100644
index 0000000..f241f85
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 415}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3099765816924326757}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_22.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_22.json
new file mode 100644
index 0000000..e16b8a5
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 63}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3536219307378433182}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_23.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_23.json
new file mode 100644
index 0000000..248d39f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 642}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3661980969011207301}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_24.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_24.json
new file mode 100644
index 0000000..2ad5b1b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2673030473880562494}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_25.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_25.json
new file mode 100644
index 0000000..049e754
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 293}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6097498990510367974}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_26.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_26.json
new file mode 100644
index 0000000..757ea19
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5004331174401921267}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_27.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_27.json
new file mode 100644
index 0000000..c32bf99
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 80}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 792624493303092840}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_28.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_28.json
new file mode 100644
index 0000000..bf181a1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 116}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1691396691505618896}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_29.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_29.json
new file mode 100644
index 0000000..3020b86
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 92}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348166776104330507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..4dc0bb1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5698494297708781256}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_30.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_30.json
new file mode 100644
index 0000000..8ae0797
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4406575484820745939}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_31.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_31.json
new file mode 100644
index 0000000..9c27f2c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1781734522232379578}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_32.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_32.json
new file mode 100644
index 0000000..6a9c686
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9188517246338338125}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_33.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_33.json
new file mode 100644
index 0000000..959dc88
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_33.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_33", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_33"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6634361204192029663}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_34.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_34.json
new file mode 100644
index 0000000..d33f838
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_34.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_34", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_34"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 207413042864157790}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..3df159b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 71}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9169096600081472207}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..0fbe390
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 37}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3846649455465332253}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..196d2b9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1464168459831752575}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..74b1b9b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 146}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6677212343259294683}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..f1a97c1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 84}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6353264181190747711}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_9.json
new file mode 100644
index 0000000..c0ab491
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_040839_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 42}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8438608121014343408}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..dd4e2a1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 107}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2145753676651330398}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_10.json
new file mode 100644
index 0000000..93cb463
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2835167148929930167}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_11.json
new file mode 100644
index 0000000..def7250
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7319556230840783082}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_12.json
new file mode 100644
index 0000000..e534a82
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 99}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1286529176532891972}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_13.json
new file mode 100644
index 0000000..5cf67b7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 32}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5239838716188652147}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_14.json
new file mode 100644
index 0000000..1792eab
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5532608390363354808}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_15.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_15.json
new file mode 100644
index 0000000..a2e3ef1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 40}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2259474453243476228}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_16.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_16.json
new file mode 100644
index 0000000..6f5b4bc
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 308}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 114504730336431193}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_17.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_17.json
new file mode 100644
index 0000000..80fae12
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 472}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1637140648421013566}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_18.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_18.json
new file mode 100644
index 0000000..2225a4c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 147}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5391656200793786218}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_19.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_19.json
new file mode 100644
index 0000000..b45488d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 318}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2455693033529863044}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6581417
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 72}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7317451229729062013}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_20.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_20.json
new file mode 100644
index 0000000..744e572
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 457}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6108439048023938191}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_21.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_21.json
new file mode 100644
index 0000000..cd752a9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 299}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2719273485049911756}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_22.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_22.json
new file mode 100644
index 0000000..4f05489
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6066227451235123838}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_23.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_23.json
new file mode 100644
index 0000000..67ad3c6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2235475147790138101}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_24.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_24.json
new file mode 100644
index 0000000..29a2d46
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 48}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3443545936679401686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_25.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_25.json
new file mode 100644
index 0000000..17392de
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5037886019587648118}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_26.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_26.json
new file mode 100644
index 0000000..f95b6b0
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4210338702322100548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_27.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_27.json
new file mode 100644
index 0000000..eccb417
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 572}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 126848077407799910}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_28.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_28.json
new file mode 100644
index 0000000..8cbc637
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 215}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4926057188501907556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_29.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_29.json
new file mode 100644
index 0000000..31120b0
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5163791532154329733}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..2276d41
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4296390749183871072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_30.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_30.json
new file mode 100644
index 0000000..eb6badf
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 771113891342150806}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_31.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_31.json
new file mode 100644
index 0000000..ca68c36
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8460710322061659507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..c06a6c2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6103050740151744702}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..0adca32
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 33}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4577818648390299730}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..90aae13
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1023905247349020337}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..2808d25
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6364228127700380813}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..299f1b7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 413}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4636523128825234362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_9.json
new file mode 100644
index 0000000..688b1f3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_044008_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9056734827137660161}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..2c1c0c5
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 154}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -86606693445993340}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_10.json
new file mode 100644
index 0000000..cae9ff1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 76}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5681759701291087414}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_11.json
new file mode 100644
index 0000000..6a16501
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5874993611367975741}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_12.json
new file mode 100644
index 0000000..0e1b24f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 271}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5327237720494407692}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_13.json
new file mode 100644
index 0000000..83c4dda
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 739}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1038382090931042987}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_14.json
new file mode 100644
index 0000000..c98ff47
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1236855722298648969}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_15.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_15.json
new file mode 100644
index 0000000..e132a97
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 82}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5141448949977512238}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_16.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_16.json
new file mode 100644
index 0000000..2e47097
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 372}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 383813281832345368}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_17.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_17.json
new file mode 100644
index 0000000..20e2813
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7106568327061183987}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_18.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_18.json
new file mode 100644
index 0000000..4373446
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 415}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2105730668892628398}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_19.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_19.json
new file mode 100644
index 0000000..f353a44
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 316}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -511594374782659968}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..13dc500
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 401}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1473776048966591994}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_20.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_20.json
new file mode 100644
index 0000000..36d0bf2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 128}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9013539032432083513}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_21.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_21.json
new file mode 100644
index 0000000..71cfd4e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 454}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4010221049332325167}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_22.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_22.json
new file mode 100644
index 0000000..7ce5ced
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 387}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4683489061081535654}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_23.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_23.json
new file mode 100644
index 0000000..3bab94a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 41}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -892492536887931995}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_24.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_24.json
new file mode 100644
index 0000000..da73a2f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 384}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5200509593428754951}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_25.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_25.json
new file mode 100644
index 0000000..a713c20
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 302}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3985013298001394736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_26.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_26.json
new file mode 100644
index 0000000..593b24b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 393}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3071412814285855190}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_27.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_27.json
new file mode 100644
index 0000000..70b0cd9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 373}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 360806971618850036}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_28.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_28.json
new file mode 100644
index 0000000..e7f368b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 243}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1947835251997054039}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_29.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_29.json
new file mode 100644
index 0000000..735e9e7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 52}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6085720321900248558}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..0fb3312
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 361}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4693409593656071073}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_30.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_30.json
new file mode 100644
index 0000000..13db883
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 63}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1028254104148962128}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_31.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_31.json
new file mode 100644
index 0000000..1c19a5e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 10}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1169020146513022850}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_32.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_32.json
new file mode 100644
index 0000000..52485d7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3514771258380315286}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..615c31d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 330}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5304411314950184593}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..24e44d9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 120}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7490644698617271210}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..4d445ce
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 31}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7394817351480439369}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..0e2b62c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 251}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6772486033635049389}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..25a58fb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 133}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2064857727399988223}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..c64c810
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 268}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1977642792601040938}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..e8a8d26
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 80}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -879418150635119413}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_10.json
new file mode 100644
index 0000000..0acd200
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 285}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 756776867910414161}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_11.json
new file mode 100644
index 0000000..e9ce093
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 430}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3512993172529364599}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_12.json
new file mode 100644
index 0000000..6b31646
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 76}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7071699074500013340}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_13.json
new file mode 100644
index 0000000..6574824
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 77}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1195096968689268162}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_14.json
new file mode 100644
index 0000000..7ada0b6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 356}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3390928130285025615}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_15.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_15.json
new file mode 100644
index 0000000..4b8624f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 269}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -84336316991849457}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_16.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_16.json
new file mode 100644
index 0000000..3f19411
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2148488315449010706}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_17.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_17.json
new file mode 100644
index 0000000..2467509
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7441321593463288290}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_18.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_18.json
new file mode 100644
index 0000000..c610db3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 534}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3773834947236597187}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_19.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_19.json
new file mode 100644
index 0000000..b1ee570
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3544218620295199818}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..3d1cf22
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 317}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6902512985313716301}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_20.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_20.json
new file mode 100644
index 0000000..91c98f9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 332}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8411040866066527708}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_22.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_22.json
new file mode 100644
index 0000000..ac3eae2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 536}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1937243602340272077}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_23.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_23.json
new file mode 100644
index 0000000..2ca1aaa
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8314364849112387478}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_24.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_24.json
new file mode 100644
index 0000000..37caf76
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1083365813058782793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_25.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_25.json
new file mode 100644
index 0000000..7469b97
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4016813820312959408}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_26.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_26.json
new file mode 100644
index 0000000..784dabe
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 257}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2875707409119732154}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_27.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_27.json
new file mode 100644
index 0000000..d14a1dd
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 55}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2317704150590274184}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_28.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_28.json
new file mode 100644
index 0000000..334568f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 51}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6279129095150142694}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_29.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_29.json
new file mode 100644
index 0000000..7d55d7d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 39}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4660574669981222251}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..0e0d003
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8054614333856496531}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_30.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_30.json
new file mode 100644
index 0000000..53b0c17
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -9111061617578221222}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..1d070ca
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 75}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1834427129776346514}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..23bc55c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5434423346248332098}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..90b321e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2189882721986307854}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..b6811ab
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8214058923898992175}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..15ddea1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 556}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2584477217195001901}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_9.json
new file mode 100644
index 0000000..70b9d68
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GBM_grid_1_AutoML_20190425_054218_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_054218_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_054218_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 74}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4779477671221946436}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ae99226
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4880951606538223235}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..3921cda
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 7189351013797971946}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..616a1ac
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4844715198400296124}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..5b1fa82
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -3042194167376305624}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..17707ae
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 4101717973656451104}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..aa19fd1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_GLM_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 8910322714045525139}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_AllModels_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_AllModels_AutoML_20190425_031629.json
new file mode 100644
index 0000000..538754c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_AllModels_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_AllModels_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_AllModels_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": 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\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f64a610
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "StackedEnsemble_BestOfFamily_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/StackedEnsemble_BestOfFamily_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "validation_frame": {"default": null, "actual": null}, "blending_frame": {"default": null, "actual": null}, "base_models": {"default": [], "actual": [{"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_031629"}, {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}]}, "metalearner_algorithm": {"default": "AUTO", "actual": "AUTO"}, "metalearner_nfolds": {"default": 0, "actual": 5}, "metalearner_fold_assignment": {"default": null, "actual": null}, "metalearner_fold_column": {"default": null, "actual": null}, "metalearner_params": {"default": "", "actual": ""}, "seed": {"default": -1, "actual": -1404783178768676144}, "keep_levelone_frame": {"default": false, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..fcfb301
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..1624d6b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..cf08f0e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..10c0cc1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..a10713b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..6846c1e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..97f06cf
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..5cd1a3a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..1c948f2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9d34d78
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_050348.json
new file mode 100644
index 0000000..f4a6617
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_054218.json
new file mode 100644
index 0000000..6eae772
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_2_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..395450a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..466fda0
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..9775e31
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f3f2089
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_050348.json
new file mode 100644
index 0000000..d103051
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6818153890738078861}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_054218.json
new file mode 100644
index 0000000..3c761e3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_3_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6608942078550196272}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..4c084dd
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6395740594459439245}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..be17ed5
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4054137908598021881}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..35cff48
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5779941366896525440}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..598a336
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6884607768925499364}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 86}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..f378cdb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2465542187004738723}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 117}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..387366c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8539189752952144055}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..8819791
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2272108584447827933}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..9844ac4
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1203042584475410659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..dd6a466
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -628356744286002048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 183}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
new file mode 100644
index 0000000..2199734
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6523959619730099752}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..d59e9b7
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1530081880822287089}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..7998ada
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4304983475382058711}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 202}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..e7b4a9a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 604549568096783977}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 162}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..7e5e77b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2411828694468173610}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 101}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..eca8f45
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7205501380284197369}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 115}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..cdbf62e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6308005814284455071}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..af78bb3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7357782945086892099}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..a3122ac
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -61916048732675974}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..baa7be1
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6352440822126653384}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 140}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..4fbed31
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 480464323566383820}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 97}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..196c1dc
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1690502735858080532}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 301}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..cc2daf2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1927727768066859706}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 180}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..97d8e98
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6226904616747742470}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 93}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..9667978
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961447772859692016}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 125}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..69c0337
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4346169380819792659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 77}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..868bbea
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8998242818136420271}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 2}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_1.json
new file mode 100644
index 0000000..d9998ff
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8812428314726501427}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 101}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_10.json
new file mode 100644
index 0000000..a752eee
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_10", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8978445246174024747}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 105}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_11.json
new file mode 100644
index 0000000..76d7552
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_11", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3313935992808011059}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 342}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_12.json
new file mode 100644
index 0000000..d745bfb
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_12", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5786478517955668784}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_13.json
new file mode 100644
index 0000000..fdaa93e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_13", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4915753551083076130}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 230}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_14.json
new file mode 100644
index 0000000..7b15f8e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_14", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 852717614406039596}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 96}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_15.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_15.json
new file mode 100644
index 0000000..3af0a75
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_15", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 483333916761236253}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 69}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_2.json
new file mode 100644
index 0000000..90e8a89
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8430239447191959709}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 257}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_3.json
new file mode 100644
index 0000000..f0ba256
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3384676310408015048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_4.json
new file mode 100644
index 0000000..9f882e3
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5402249057856003225}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_5.json
new file mode 100644
index 0000000..41df06a
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5569381139228112576}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_6.json
new file mode 100644
index 0000000..9cd34c8
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8686034341340101726}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 246}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_7.json
new file mode 100644
index 0000000..6124b63
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4164455131881243353}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_8.json
new file mode 100644
index 0000000..3dab1cf
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4128975183044023424}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 180}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_9.json
new file mode 100644
index 0000000..ed80870
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_050348_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_050348_model_9", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_050348_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6904926939658349270}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 187}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_1.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_1.json
new file mode 100644
index 0000000..c3bec76
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7095385250348773307}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 123}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 15.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_10.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_10.json
new file mode 100644
index 0000000..2bd5db2
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_10", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4239042311456205962}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_11.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_11.json
new file mode 100644
index 0000000..0a6dce9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_11", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1890635334650361663}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 75}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_12.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_12.json
new file mode 100644
index 0000000..7fa1f2e
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_12", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2977682302805851952}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 123}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_13.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_13.json
new file mode 100644
index 0000000..5d086ce
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_13", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4352110591450110493}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_14.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_14.json
new file mode 100644
index 0000000..2e41441
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_14", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7403195095140425808}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 26}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_2.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_2.json
new file mode 100644
index 0000000..a99c29c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1007820492429168366}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_3.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_3.json
new file mode 100644
index 0000000..2e5dd67
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1114504893383177901}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 84}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_4.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_4.json
new file mode 100644
index 0000000..5f66c95
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5707209751279890533}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 233}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_5.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_5.json
new file mode 100644
index 0000000..7feeb9b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -220612972657063119}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 317}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_6.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_6.json
new file mode 100644
index 0000000..065d56b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3284892471574756797}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 153}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_7.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_7.json
new file mode 100644
index 0000000..3bc0ced
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1297895846602351638}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_8.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_8.json
new file mode 100644
index 0000000..67d672f
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -9085632511738749858}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_9.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_9.json
new file mode 100644
index 0000000..3a4894c
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XGBoost_grid_1_AutoML_20190425_054218_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_054218_model_9", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_054218_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2173971084511364982}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 231}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_031629.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f0a71a9
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4628012047370416590}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_034434.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b4fcd46
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5142220278587894502}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_040839.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..a626eb6
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8169382873339601}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_044008.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..747e98d
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -542286521019288021}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_050348.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_050348.json
new file mode 100644
index 0000000..4b54c8b
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_050348.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_050348", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_050348"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 17}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4459023187792658759}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_054218.json b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_054218.json
new file mode 100644
index 0000000..3d6eb76
--- /dev/null
+++ b/DS/results/ihFSck1500/param/param_ihFSck1500_XRT_1_AutoML_20190425_054218.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_054218", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_054218"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 15}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5061120222178819186}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/ihFSck1500/varimp/varimp_percentage_ihFSck1500.csv b/DS/results/ihFSck1500/varimp/varimp_percentage_ihFSck1500.csv
new file mode 100644
index 0000000..a6057a4
--- /dev/null
+++ b/DS/results/ihFSck1500/varimp/varimp_percentage_ihFSck1500.csv
@@ -0,0 +1,306 @@
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diff --git a/DS/results/ihFSck1500/varimp/varimp_relative_importance_ihFSck1500.csv b/DS/results/ihFSck1500/varimp/varimp_relative_importance_ihFSck1500.csv
new file mode 100644
index 0000000..39b2ecd
--- /dev/null
+++ b/DS/results/ihFSck1500/varimp/varimp_relative_importance_ihFSck1500.csv
@@ -0,0 +1,306 @@
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diff --git a/DS/results/ihFSck1500/varimp/varimp_scaled_importance_ihFSck1500.csv b/DS/results/ihFSck1500/varimp/varimp_scaled_importance_ihFSck1500.csv
new file mode 100644
index 0000000..bf39465
--- /dev/null
+++ b/DS/results/ihFSck1500/varimp/varimp_scaled_importance_ihFSck1500.csv
@@ -0,0 +1,306 @@
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diff --git a/DS/results/msBMSK1000/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5 b/DS/results/msBMSK1000/bestModel/XGBoost_grid_1_AutoML_20190425_034434_model_5
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_DL_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_DL_msBMSK1000.csv
new file mode 100644
index 0000000..2bd91db
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_DL_msBMSK1000.csv
@@ -0,0 +1,27 @@
+,model_id,overwrite_with_best_model,hidden,epochs,score_validation_samples,score_duty_cycle,adaptive_rate,rate,rate_annealing,momentum_start,momentum_stable,momentum_ramp,l1,l2,max_w2
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+22,DeepLearning_grid_1_AutoML_20190425_044008_model_3,False,"[200, 200]",17.6,0,0.1,True,0.005,1e-06,0.0,0.0,1000000.0,0.0,0.0,3.4028235e+38
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_DRF_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_DRF_msBMSK1000.csv
new file mode 100644
index 0000000..d30776a
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_DRF_msBMSK1000.csv
@@ -0,0 +1,5 @@
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_GBM_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_GBM_msBMSK1000.csv
new file mode 100644
index 0000000..a9ee053
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_GBM_msBMSK1000.csv
@@ -0,0 +1,99 @@
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_GLM_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_GLM_msBMSK1000.csv
new file mode 100644
index 0000000..75ee146
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_GLM_msBMSK1000.csv
@@ -0,0 +1,5 @@
+,model_id,seed,tweedie_variance_power,tweedie_link_power,alpha,lambda,missing_values_handling,standardize
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv
new file mode 100644
index 0000000..b949190
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XGBoost_msBMSK1000.csv
@@ -0,0 +1,39 @@
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diff --git a/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv
new file mode 100644
index 0000000..ecff027
--- /dev/null
+++ b/DS/results/msBMSK1000/hyperparameter/hyperparameter_XRT_msBMSK1000.csv
@@ -0,0 +1,5 @@
+,model_id,balance_classes,class_sampling_factors,max_after_balance_size,min_rows,ntrees,max_depth,stopping_rounds,score_each_iteration,stopping_tolerance,seed
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+3,XRT_1_AutoML_20190425_044008,False,,5.0,1.0,13,20,0,False,0.011609086505314302,-542286521019288021
diff --git a/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv b/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv
new file mode 100644
index 0000000..2677cec
--- /dev/null
+++ b/DS/results/msBMSK1000/leaderboard/leaderboard_msBMSK1000.csv
@@ -0,0 +1,177 @@
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+66,DRF_1_AutoML_20190425_044008,26672498270546420,163317170.77682438,26672498270546420,94945780.68300152,0.3236233103032619,2019-04-25,1000
+67,XGBoost_grid_1_AutoML_20190425_040839_model_3,27015205134244564,164363028.4895133,27015205134244564,100454547.56172508,0.3364977528007401,2019-04-25,1000
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diff --git a/DS/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip b/DS/results/msBMSK1000/logs/msBMSK1000_autoh2o_log.zip
new file mode 100644
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diff --git a/DS/results/msBMSK1000/msBMSK1000_meta_data.json b/DS/results/msBMSK1000/msBMSK1000_meta_data.json
new file mode 100644
index 0000000..55e4eaf
--- /dev/null
+++ b/DS/results/msBMSK1000/msBMSK1000_meta_data.json
@@ -0,0 +1,75 @@
+{
+    "start_time": 1556181606.957847,
+    "target": "transaction_real_price",
+    "server_path": "/Users/bonnie/6105/project/DS/project/results",
+    "data_path": "/Users/bonnie/6105/project/DS/project/data/trainPriceCleaned.csv",
+    "test_path": null,
+    "max_models": 9,
+    "run_time": 1000,
+    "run_id": "msBMSK1000",
+    "scale": false,
+    "classification": false,
+    "model_path": null,
+    "balance": false,
+    "balance_threshold": 0.2,
+    "project": null,
+    "end_time": 1556183013.0109608,
+    "execution_time": 1406.0531136989594,
+    "run_path": "/Users/bonnie/6105/project/DS/project/results/msBMSK1000",
+    "nthreads": 1,
+    "min_mem_size": 1,
+    "analysis": 0,
+    "X": [
+        "city",
+        "exclusive_use_area",
+        "floor",
+        "total_parking_capacity_in_site",
+        "total_household_count_in_sites",
+        "apartment_building_count_in_sites",
+        "supply_area",
+        "total_household_count_of_area_type",
+        "room_count",
+        "bathroom_count",
+        "heat_fuel_cogeneration",
+        "heat_fuel_gas",
+        "heat_type_central",
+        "heat_type_district",
+        "heat_type_individual",
+        "front_door_structure_corridor",
+        "front_door_structure_mixed",
+        "front_door_structure_stairway"
+    ],
+    "variables": {
+        "transaction_real_price": "int",
+        "city": "int",
+        "exclusive_use_area": "real",
+        "floor": "int",
+        "total_parking_capacity_in_site": "int",
+        "total_household_count_in_sites": "int",
+        "apartment_building_count_in_sites": "int",
+        "supply_area": "real",
+        "total_household_count_of_area_type": "int",
+        "room_count": "int",
+        "bathroom_count": "int",
+        "heat_fuel_cogeneration": "int",
+        "heat_fuel_gas": "int",
+        "heat_type_central": "int",
+        "heat_type_district": "int",
+        "heat_type_individual": "int",
+        "front_door_structure_corridor": "int",
+        "front_door_structure_mixed": "int",
+        "front_door_structure_stairway": "int"
+    },
+    "model_execution_time_sec": 955.7841777801514,
+    "model_execution_time": 955.78426861763,
+    "mod_best": "XGBoost_grid_1_AutoML_20190425_034434_model_5",
+    "mod_best_algo": "xgboost",
+    "models": [
+        "XGBoost_grid_1_AutoML_20190425_034434_model_5",
+        "GBM_1_AutoML_20190425_031629",
+        "XRT_1_AutoML_20190425_031629",
+        "DRF_1_AutoML_20190425_040839",
+        "DeepLearning_grid_1_AutoML_20190425_034434_model_4",
+        "GLM_grid_1_AutoML_20190425_044008_model_1"
+    ]
+}
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..8ccad50
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..871dffd
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..de2ad6a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 18}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3760058581049223230}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b8ef8d2
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DRF_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DRF_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/DRF_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 19}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4477005182244811168}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..5e2ddea
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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null, "actual": null}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": {"default": 1e-06, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..2e4e04a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..06a334d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9b8c7d6
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, 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{"default": null, "actual": null}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, "actual": 0.0}, "regression_stop": 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..f87fc42
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..ffd2e57
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..f7c6744
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..22f3c51
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..b7ec4d6
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..cc60935
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..11ccfc6
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b9f3c3d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..6c2c8d9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..5ccd19f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..9ecc6c1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..f24d68c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..05b3a1c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..fd690e4
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
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0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.0, 0.0]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..76577eb
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..ecbfa4c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..690fc8a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6ac11a3
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..112e8c1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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0.0}, "hidden_dropout_ratios": {"default": null, "actual": [0.2, 0.2]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..f209893
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..6d9467d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..1b85dad
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_DeepLearning_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "DeepLearning_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/DeepLearning_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, 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0.2}, "hidden_dropout_ratios": {"default": null, "actual": [0.4, 0.4, 0.4]}, "l1": {"default": 0.0, "actual": 0.0}, "l2": {"default": 0.0, "actual": 0.0}, "max_w2": {"default": 3.4028235e+38, "actual": 3.4028235e+38}, "initial_weight_distribution": {"default": "UniformAdaptive", "actual": "UniformAdaptive"}, "initial_weight_scale": {"default": 1.0, "actual": 1.0}, "initial_weights": {"default": null, "actual": null}, "initial_biases": {"default": null, "actual": null}, "loss": {"default": "Automatic", "actual": "Automatic"}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "score_interval": {"default": 5.0, "actual": 5.0}, "score_training_samples": {"default": 10000, "actual": 10000}, "score_validation_samples": {"default": 0, "actual": 0}, "score_duty_cycle": {"default": 0.1, "actual": 0.1}, "classification_stop": {"default": 0.0, 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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..780206e
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..0d77ad1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..eff58f9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..27dd02f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..d9c2ba8
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..aca1938
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..035c70e
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..ace8140
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..a1b9753
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6b763d9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..c60c74c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..b52ff85
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_031629.json
new file mode 100644
index 0000000..0f78ce4
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_034434.json
new file mode 100644
index 0000000..6d434f9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_040839.json
new file mode 100644
index 0000000..d2539c9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f4e2cf1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_4_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_4_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_4_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_031629.json
new file mode 100644
index 0000000..60d2f3f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7224883551881429633}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b53d730
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 60}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4047498393464258297}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_040839.json
new file mode 100644
index 0000000..f4cb605
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 58}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6175533692118079760}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9a4164f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_5_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_5_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/GBM_5_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -441285879644080979}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ebe4720
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8207528746136263964}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..0541121
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5601301954470354295}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_3.json
new file mode 100644
index 0000000..5a3b20d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 47605658123363556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_4.json
new file mode 100644
index 0000000..d840d6d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4890404642995617793}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_5.json
new file mode 100644
index 0000000..d4be7a7
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3753904886134921359}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_6.json
new file mode 100644
index 0000000..b884526
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_031629_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_031629_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_031629_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1305402648528411279}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..e723692
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 729}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1410357535471554209}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..3802c87
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 334}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 444921593099312736}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..ed0e414
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 487}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3917196823294341591}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..48dbe57
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 61}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 699962976991480881}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..b0f9d38
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3681137519580778394}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..1e381b1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 145}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7217941094633065686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..bfa9f72
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 4}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3342921263531951771}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..f4b3dd2
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 357}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2648944990099949971}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_10.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_10.json
new file mode 100644
index 0000000..d893e61
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 277}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1745231259963397662}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_11.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_11.json
new file mode 100644
index 0000000..3858271
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 311}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1276172678072786484}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_12.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_12.json
new file mode 100644
index 0000000..6770724
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3870717101120213072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_13.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_13.json
new file mode 100644
index 0000000..5882843
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 89}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8150671539268290391}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_14.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_14.json
new file mode 100644
index 0000000..24c013c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 55}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7045985887688379629}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_15.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_15.json
new file mode 100644
index 0000000..befc748
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 448}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 606085004681480862}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_16.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_16.json
new file mode 100644
index 0000000..ad51b99
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 156}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2048560504733410558}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_17.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_17.json
new file mode 100644
index 0000000..9ec2ac9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1588338376828620350}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_18.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_18.json
new file mode 100644
index 0000000..ca78fe9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 260}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1200822257441343333}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_19.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_19.json
new file mode 100644
index 0000000..1bc2129
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 67}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1363329384422632462}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..bc05bf0
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4274705796470630362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_20.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_20.json
new file mode 100644
index 0000000..1486c0f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 436}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348441687563003820}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_21.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_21.json
new file mode 100644
index 0000000..f241f85
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 415}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3099765816924326757}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_22.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_22.json
new file mode 100644
index 0000000..e16b8a5
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 63}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3536219307378433182}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_23.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_23.json
new file mode 100644
index 0000000..248d39f
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 642}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3661980969011207301}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_24.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_24.json
new file mode 100644
index 0000000..2ad5b1b
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2673030473880562494}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_25.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_25.json
new file mode 100644
index 0000000..049e754
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 293}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6097498990510367974}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_26.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_26.json
new file mode 100644
index 0000000..757ea19
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 54}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5004331174401921267}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_27.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_27.json
new file mode 100644
index 0000000..c32bf99
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 80}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 792624493303092840}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_28.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_28.json
new file mode 100644
index 0000000..bf181a1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 116}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1691396691505618896}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_29.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_29.json
new file mode 100644
index 0000000..3020b86
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 92}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3348166776104330507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..4dc0bb1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 325}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5698494297708781256}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_30.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_30.json
new file mode 100644
index 0000000..8ae0797
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 30}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4406575484820745939}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_31.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_31.json
new file mode 100644
index 0000000..9c27f2c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1781734522232379578}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_32.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_32.json
new file mode 100644
index 0000000..6a9c686
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_32.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_32", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_32"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9188517246338338125}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_33.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_33.json
new file mode 100644
index 0000000..959dc88
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_33.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_33", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_33"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 5}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6634361204192029663}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_34.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_34.json
new file mode 100644
index 0000000..d33f838
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_34.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_34", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_34"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 207413042864157790}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..3df159b
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 71}, "max_depth": {"default": 5, "actual": 13}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9169096600081472207}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..0fbe390
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 37}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 3846649455465332253}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..196d2b9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1464168459831752575}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..74b1b9b
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 146}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6677212343259294683}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..f1a97c1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 84}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6353264181190747711}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_9.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_9.json
new file mode 100644
index 0000000..c0ab491
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_040839_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_040839_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_040839_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 42}, "max_depth": {"default": 5, "actual": 6}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8438608121014343408}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..dd4e2a1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 107}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2145753676651330398}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_10.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_10.json
new file mode 100644
index 0000000..93cb463
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_10.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_10", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_10"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 34}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2835167148929930167}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_11.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_11.json
new file mode 100644
index 0000000..def7250
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_11.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_11", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_11"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7319556230840783082}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_12.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_12.json
new file mode 100644
index 0000000..e534a82
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_12.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_12", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_12"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 99}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1286529176532891972}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_13.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_13.json
new file mode 100644
index 0000000..5cf67b7
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_13.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_13", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_13"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 32}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5239838716188652147}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_14.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_14.json
new file mode 100644
index 0000000..1792eab
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_14.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_14", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_14"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5532608390363354808}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_15.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_15.json
new file mode 100644
index 0000000..a2e3ef1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_15.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_15", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_15"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 40}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2259474453243476228}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_16.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_16.json
new file mode 100644
index 0000000..6f5b4bc
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_16.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_16", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_16"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 308}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 114504730336431193}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_17.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_17.json
new file mode 100644
index 0000000..80fae12
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_17.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_17", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_17"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 472}, "max_depth": {"default": 5, "actual": 9}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1637140648421013566}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_18.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_18.json
new file mode 100644
index 0000000..2225a4c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_18.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_18", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_18"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 147}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5391656200793786218}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_19.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_19.json
new file mode 100644
index 0000000..b45488d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_19.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_19", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_19"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 318}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2455693033529863044}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.01}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..6581417
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 72}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7317451229729062013}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_20.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_20.json
new file mode 100644
index 0000000..744e572
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_20.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_20", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_20"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 457}, "max_depth": {"default": 5, "actual": 12}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6108439048023938191}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_21.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_21.json
new file mode 100644
index 0000000..cd752a9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_21.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_21", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_21"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 299}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2719273485049911756}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.008}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.6}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_22.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_22.json
new file mode 100644
index 0000000..4f05489
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_22.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_22", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_22"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 62}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6066227451235123838}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_23.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_23.json
new file mode 100644
index 0000000..67ad3c6
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_23.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_23", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_23"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 90}, "max_depth": {"default": 5, "actual": 15}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2235475147790138101}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_24.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_24.json
new file mode 100644
index 0000000..29a2d46
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_24.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_24", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_24"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 48}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -3443545936679401686}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_25.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_25.json
new file mode 100644
index 0000000..17392de
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_25.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_25", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_25"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 471}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5037886019587648118}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_26.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_26.json
new file mode 100644
index 0000000..f95b6b0
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_26.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_26", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_26"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 65}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 30.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4210338702322100548}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_27.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_27.json
new file mode 100644
index 0000000..eccb417
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_27.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_27", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_27"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 572}, "max_depth": {"default": 5, "actual": 7}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 126848077407799910}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.5}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_28.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_28.json
new file mode 100644
index 0000000..8cbc637
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_28.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_28", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_28"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 215}, "max_depth": {"default": 5, "actual": 11}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4926057188501907556}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_29.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_29.json
new file mode 100644
index 0000000..31120b0
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_29.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_29", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_29"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 110}, "max_depth": {"default": 5, "actual": 5}, "min_rows": {"default": 10.0, "actual": 10.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5163791532154329733}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.001}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..2276d41
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 134}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4296390749183871072}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.05}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_30.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_30.json
new file mode 100644
index 0000000..eb6badf
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_30.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_30", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_30"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 771113891342150806}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.1}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.7}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_31.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_31.json
new file mode 100644
index 0000000..ca68c36
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_31.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_31", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_31"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 1}, "max_depth": {"default": 5, "actual": 3}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8460710322061659507}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..c06a6c2
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 5, "actual": 4}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6103050740151744702}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..0adca32
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 33}, "max_depth": {"default": 5, "actual": 16}, "min_rows": {"default": 10.0, "actual": 15.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4577818648390299730}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.8}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..90aae13
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 79}, "max_depth": {"default": 5, "actual": 14}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1023905247349020337}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.8}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..2808d25
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 64}, "max_depth": {"default": 5, "actual": 10}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6364228127700380813}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.08}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.4}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..299f1b7
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 413}, "max_depth": {"default": 5, "actual": 8}, "min_rows": {"default": 10.0, "actual": 5.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4636523128825234362}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.005}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 0.9}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_9.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_9.json
new file mode 100644
index 0000000..688b1f3
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GBM_grid_1_AutoML_20190425_044008_model_9.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GBM_grid_1_AutoML_20190425_044008_model_9", "type": "Key<Model>", "URL": "/3/Models/GBM_grid_1_AutoML_20190425_044008_model_9"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 5}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 81}, "max_depth": {"default": 5, "actual": 17}, "min_rows": {"default": 10.0, "actual": 100.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 9056734827137660161}, "build_tree_one_node": {"default": false, "actual": false}, "learn_rate": {"default": 0.1, "actual": 0.5}, "learn_rate_annealing": {"default": 1.0, "actual": 1.0}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "quantile_alpha": {"default": 0.5, "actual": 0.5}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "huber_alpha": {"default": 0.9, "actual": 0.9}, "checkpoint": {"default": null, "actual": null}, "sample_rate": {"default": 1.0, "actual": 1.0}, "sample_rate_per_class": {"default": null, "actual": null}, "col_sample_rate": {"default": 1.0, "actual": 0.7}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.4}, "min_split_improvement": {"default": 1e-05, "actual": 0.0001}, "histogram_type": {"default": "AUTO", "actual": "AUTO"}, "max_abs_leafnode_pred": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "pred_noise_bandwidth": {"default": 0.0, "actual": 0.0}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "monotone_constraints": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..ae99226
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4880951606538223235}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..3921cda
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": 7189351013797971946}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..616a1ac
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -4844715198400296124}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..5b1fa82
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_GLM_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "GLM_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/GLM_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "seed": {"default": -1, "actual": -3042194167376305624}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "score_each_iteration": {"default": false, "actual": false}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "family": {"default": "gaussian", "actual": "gaussian"}, "tweedie_variance_power": {"default": 0.0, "actual": 0.0}, "tweedie_link_power": {"default": 1.0, "actual": 1.0}, "theta": {"default": 1e-10, "actual": 1e-10}, "solver": {"default": "AUTO", "actual": "COORDINATE_DESCENT"}, "alpha": {"default": null, "actual": [0.0, 0.2, 0.4, 0.6, 0.8, 1.0]}, "lambda": {"default": null, "actual": [15960969243.255198, 9912032309.071613, 6155539992.510007, 3822694621.8397703, 2373958123.8402534, 1474268214.245903]}, "lambda_search": {"default": false, "actual": true}, "early_stopping": {"default": true, "actual": true}, "nlambdas": {"default": -1, "actual": 30}, "standardize": {"default": true, "actual": true}, "missing_values_handling": {"default": "MeanImputation", "actual": "MeanImputation"}, "compute_p_values": {"default": false, "actual": false}, "remove_collinear_columns": {"default": false, "actual": false}, "intercept": {"default": true, "actual": true}, "non_negative": {"default": false, "actual": false}, "max_iterations": {"default": -1, "actual": 300}, "objective_epsilon": {"default": -1.0, "actual": 0.0001}, "beta_epsilon": {"default": 0.0001, "actual": 0.0001}, "gradient_epsilon": {"default": -1.0, "actual": 1.0000000000000002e-06}, "link": {"default": "family_default", "actual": "identity"}, "prior": {"default": -1.0, "actual": -1.0}, "lambda_min_ratio": {"default": -1.0, "actual": 1.0000000000000002e-06}, "beta_constraints": {"default": null, "actual": null}, "max_active_predictors": {"default": -1, "actual": 5000}, "interactions": {"default": null, "actual": null}, "interaction_pairs": {"default": null, "actual": null}, "obj_reg": {"default": -1.0, "actual": 0.00013477088948787063}, "export_checkpoints_dir": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "custom_metric_func": {"default": null, "actual": null}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_AllModels_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_AllModels_AutoML_20190425_031629.json
new file mode 100644
index 0000000..538754c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_AllModels_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f64a610
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_StackedEnsemble_BestOfFamily_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..fcfb301
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..1624d6b
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..cf08f0e
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..10c0cc1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_031629.json
new file mode 100644
index 0000000..97f06cf
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_034434.json
new file mode 100644
index 0000000..5cd1a3a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_040839.json
new file mode 100644
index 0000000..1c948f2
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_044008.json
new file mode 100644
index 0000000..9d34d78
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_2_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_2_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_2_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_031629.json
new file mode 100644
index 0000000..395450a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -7716342643894783951}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 98}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_034434.json
new file mode 100644
index 0000000..466fda0
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2386338691087638792}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_040839.json
new file mode 100644
index 0000000..9775e31
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961909540244838467}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_044008.json
new file mode 100644
index 0000000..f3f2089
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_3_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_3_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XGBoost_3_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -5125921721342670463}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 104}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
new file mode 100644
index 0000000..4c084dd
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6395740594459439245}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 94}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
new file mode 100644
index 0000000..be17ed5
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_031629_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_031629_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_031629_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4054137908598021881}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 70}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
new file mode 100644
index 0000000..35cff48
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5779941366896525440}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 102}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
new file mode 100644
index 0000000..598a336
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6884607768925499364}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 86}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
new file mode 100644
index 0000000..f378cdb
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2465542187004738723}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 117}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
new file mode 100644
index 0000000..387366c
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8539189752952144055}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 106}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
new file mode 100644
index 0000000..8819791
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2272108584447827933}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
new file mode 100644
index 0000000..9844ac4
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1203042584475410659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 135}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
new file mode 100644
index 0000000..dd6a466
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -628356744286002048}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 183}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 1.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
new file mode 100644
index 0000000..2199734
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_034434_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_034434_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_034434_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6523959619730099752}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
new file mode 100644
index 0000000..d59e9b7
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1530081880822287089}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 132}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
new file mode 100644
index 0000000..7998ada
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 4304983475382058711}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 202}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
new file mode 100644
index 0000000..e7b4a9a
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 604549568096783977}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 162}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
new file mode 100644
index 0000000..7e5e77b
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 2411828694468173610}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 101}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
new file mode 100644
index 0000000..eca8f45
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7205501380284197369}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 115}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
new file mode 100644
index 0000000..cdbf62e
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -6308005814284455071}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 88}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
new file mode 100644
index 0000000..af78bb3
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 7357782945086892099}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 100}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 3.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.001}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
new file mode 100644
index 0000000..a3122ac
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_040839_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_040839_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_040839_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -61916048732675974}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 38}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 0.1}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
new file mode 100644
index 0000000..baa7be1
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_1.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_1", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_1"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6352440822126653384}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 140}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.8}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 1.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
new file mode 100644
index 0000000..4fbed31
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_2.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_2", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_2"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 480464323566383820}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 97}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 10.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.8}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 1.0}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
new file mode 100644
index 0000000..196c1dc
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_3.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_3", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_3"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 1690502735858080532}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 301}, "max_depth": {"default": 6, "actual": 15}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.8}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.9}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
new file mode 100644
index 0000000..cc2daf2
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_4.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_4", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_4"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -1927727768066859706}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 180}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 0.01}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 10.0}, "reg_alpha": {"default": 0.0, "actual": 0.5}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
new file mode 100644
index 0000000..97d8e98
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_5.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_5", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_5"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 6226904616747742470}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 93}, "max_depth": {"default": 6, "actual": 20}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 1.0}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 1.0}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "dart"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
new file mode 100644
index 0000000..9667978
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_6.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_6", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_6"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -2961447772859692016}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 125}, "max_depth": {"default": 6, "actual": 10}, "min_rows": {"default": 1.0, "actual": 20.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.1}, "reg_alpha": {"default": 0.0, "actual": 0.01}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
new file mode 100644
index 0000000..69c0337
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_7.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_7", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_7"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4346169380819792659}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 77}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 100.0}, "reg_alpha": {"default": 0.0, "actual": 0.1}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
new file mode 100644
index 0000000..868bbea
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XGBoost_grid_1_AutoML_20190425_044008_model_8.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XGBoost_grid_1_AutoML_20190425_044008_model_8", "type": "Key<Model>", "URL": "/3/Models/XGBoost_grid_1_AutoML_20190425_044008_model_8"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 8998242818136420271}, "distribution": {"default": "AUTO", "actual": "AUTO"}, "tweedie_power": {"default": 1.5, "actual": 1.5}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "quiet_mode": {"default": true, "actual": true}, "export_checkpoints_dir": {"default": null, "actual": null}, "ntrees": {"default": 50, "actual": 2}, "max_depth": {"default": 6, "actual": 5}, "min_rows": {"default": 1.0, "actual": 5.0}, "min_child_weight": {"default": 1.0, "actual": 1.0}, "learn_rate": {"default": 0.3, "actual": 0.05}, "eta": {"default": 0.3, "actual": 0.3}, "sample_rate": {"default": 1.0, "actual": 0.6}, "subsample": {"default": 1.0, "actual": 1.0}, "col_sample_rate": {"default": 1.0, "actual": 0.6}, "colsample_bylevel": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 0.7}, "colsample_bytree": {"default": 1.0, "actual": 1.0}, "max_abs_leafnode_pred": {"default": 0.0, "actual": 0.0}, "max_delta_step": {"default": 0.0, "actual": 0.0}, "monotone_constraints": {"default": null, "actual": null}, "score_tree_interval": {"default": 0, "actual": 5}, "min_split_improvement": {"default": 0.0, "actual": 0.0}, "gamma": {"default": 0.0, "actual": 0.0}, "nthread": {"default": -1, "actual": -1}, "max_bins": {"default": 256, "actual": 256}, "max_leaves": {"default": 0, "actual": 0}, "min_sum_hessian_in_leaf": {"default": 100.0, "actual": 100.0}, "min_data_in_leaf": {"default": 0.0, "actual": 0.0}, "sample_type": {"default": "uniform", "actual": "uniform"}, "normalize_type": {"default": "tree", "actual": "tree"}, "rate_drop": {"default": 0.0, "actual": 0.0}, "one_drop": {"default": false, "actual": false}, "skip_drop": {"default": 0.0, "actual": 0.0}, "tree_method": {"default": "auto", "actual": "auto"}, "grow_policy": {"default": "depthwise", "actual": "depthwise"}, "booster": {"default": "gbtree", "actual": "gbtree"}, "reg_lambda": {"default": 1.0, "actual": 0.01}, "reg_alpha": {"default": 0.0, "actual": 0.001}, "dmatrix_type": {"default": "auto", "actual": "auto"}, "backend": {"default": "auto", "actual": "auto"}, "gpu_id": {"default": 0, "actual": 0}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_031629.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_031629.json
new file mode 100644
index 0000000..f0a71a9
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_031629.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_031629", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_031629"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -4628012047370416590}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_034434.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_034434.json
new file mode 100644
index 0000000..b4fcd46
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_034434.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_034434", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_034434"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": 5142220278587894502}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_040839.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_040839.json
new file mode 100644
index 0000000..a626eb6
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_040839.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_040839", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_040839"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 16}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -8169382873339601}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_044008.json b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_044008.json
new file mode 100644
index 0000000..747e98d
--- /dev/null
+++ b/DS/results/msBMSK1000/param/param_msBMSK1000_XRT_1_AutoML_20190425_044008.json
@@ -0,0 +1 @@
+[{"model_id": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ModelKeyV3", "schema_type": "Key<Model>"}, "name": "XRT_1_AutoML_20190425_044008", "type": "Key<Model>", "URL": "/3/Models/XRT_1_AutoML_20190425_044008"}}, "training_frame": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "FrameKeyV3", "schema_type": "Key<Frame>"}, "name": "automl_training_trainPriceCleaned.hex", "type": "Key<Frame>", "URL": "/3/Frames/automl_training_trainPriceCleaned.hex"}}, "validation_frame": {"default": null, "actual": null}, "nfolds": {"default": 0, "actual": 5}, "keep_cross_validation_models": {"default": true, "actual": false}, "keep_cross_validation_predictions": {"default": false, "actual": true}, "keep_cross_validation_fold_assignment": {"default": false, "actual": false}, "score_each_iteration": {"default": false, "actual": false}, "score_tree_interval": {"default": 0, "actual": 0}, "fold_assignment": {"default": "AUTO", "actual": "Modulo"}, "fold_column": {"default": null, "actual": null}, "response_column": {"default": null, "actual": {"__meta": {"schema_version": 3, "schema_name": "ColSpecifierV3", "schema_type": "VecSpecifier"}, "column_name": "transaction_real_price", "is_member_of_frames": null}}, "ignored_columns": {"default": null, "actual": []}, "ignore_const_cols": {"default": true, "actual": true}, "offset_column": {"default": null, "actual": null}, "weights_column": {"default": null, "actual": null}, "balance_classes": {"default": false, "actual": false}, "class_sampling_factors": {"default": null, "actual": null}, "max_after_balance_size": {"default": 5.0, "actual": 5.0}, "max_confusion_matrix_size": {"default": 20, "actual": 20}, "max_hit_ratio_k": {"default": 0, "actual": 0}, "ntrees": {"default": 50, "actual": 13}, "max_depth": {"default": 20, "actual": 20}, "min_rows": {"default": 1.0, "actual": 1.0}, "nbins": {"default": 20, "actual": 20}, "nbins_top_level": {"default": 1024, "actual": 1024}, "nbins_cats": {"default": 1024, "actual": 1024}, "r2_stopping": {"default": 1.7976931348623157e+308, "actual": 1.7976931348623157e+308}, "stopping_rounds": {"default": 0, "actual": 0}, "stopping_metric": {"default": "AUTO", "actual": "deviance"}, "stopping_tolerance": {"default": 0.001, "actual": 0.011609086505314302}, "max_runtime_secs": {"default": 0.0, "actual": 0.0}, "seed": {"default": -1, "actual": -542286521019288021}, "build_tree_one_node": {"default": false, "actual": false}, "mtries": {"default": -1, "actual": -1}, "sample_rate": {"default": 0.6320000290870667, "actual": 0.6320000290870667}, "sample_rate_per_class": {"default": null, "actual": null}, "binomial_double_trees": {"default": false, "actual": false}, "checkpoint": {"default": null, "actual": null}, "col_sample_rate_change_per_level": {"default": 1.0, "actual": 1.0}, "col_sample_rate_per_tree": {"default": 1.0, "actual": 1.0}, "min_split_improvement": {"default": 1e-05, "actual": 1e-05}, "histogram_type": {"default": "AUTO", "actual": "Random"}, "categorical_encoding": {"default": "AUTO", "actual": "AUTO"}, "calibrate_model": {"default": false, "actual": false}, "calibration_frame": {"default": null, "actual": null}, "distribution": {"default": "AUTO", "actual": "gaussian"}, "custom_metric_func": {"default": null, "actual": null}, "export_checkpoints_dir": {"default": null, "actual": null}, "check_constant_response": {"default": true, "actual": true}}]
\ No newline at end of file
diff --git a/DS/results/msBMSK1000/varimp/varimp_percentage_msBMSK1000.csv b/DS/results/msBMSK1000/varimp/varimp_percentage_msBMSK1000.csv
new file mode 100644
index 0000000..33c6dcc
--- /dev/null
+++ b/DS/results/msBMSK1000/varimp/varimp_percentage_msBMSK1000.csv
@@ -0,0 +1,175 @@
+,model_id,exclusive_use_area,city,supply_area,apartment_building_count_in_sites,total_parking_capacity_in_site,room_count,total_household_count_in_sites,floor,bathroom_count,heat_type_district,total_household_count_of_area_type,heat_fuel_cogeneration,heat_type_individual,heat_fuel_gas,front_door_structure_mixed,front_door_structure_stairway,front_door_structure_corridor,heat_type_central
+0,XGBoost_grid_1_AutoML_20190425_034434_model_5,0.2793376849616361,0.16814316694845863,0.15514549699170202,0.11625285058968177,0.06512523689044374,0.053838234811348924,0.053165195694137794,0.0371778799475837,0.02871206105492286,0.014038795518820648,0.008442865331974482,0.006995088051997011,0.0056737050820469415,0.0026668345545619947,0.0020889873704098955,0.002070096748780084,0.0009234036548889259,0.00020241579660452765
+1,XGBoost_grid_1_AutoML_20190425_040839_model_7,0.23498170641431293,0.1697416495628398,0.14307365712250755,0.06792600971767551,0.06782707799239601,0.06286876081030318,0.056255396772249604,0.043061675412570916,0.040081413067585045,0.03488084358396614,0.028259744901617784,0.02255115002937454,0.009681196851670654,0.007680763986456782,0.004530428198019449,0.004161795271990226,0.0020991372364087373,0.00033759306805513744
+2,GBM_1_AutoML_20190425_031629,0.23461252454006,0.18311103003655207,0.1680731394118001,0.0633306398511979,0.061695846382301224,0.05190479896381766,0.04724756984331684,0.038105972381550605,0.03351555069202854,0.03332262009612266,0.029157969336946088,0.023295429042188197,0.015430592623921118,0.006546688562097758,0.003954871747586412,0.003275278630325271,0.0028992014382193277,0.0005202764199681956
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diff --git a/DS/results/msBMSK1000/varimp/varimp_relative_importance_msBMSK1000.csv b/DS/results/msBMSK1000/varimp/varimp_relative_importance_msBMSK1000.csv
new file mode 100644
index 0000000..6602ab3
--- /dev/null
+++ b/DS/results/msBMSK1000/varimp/varimp_relative_importance_msBMSK1000.csv
@@ -0,0 +1,175 @@
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diff --git a/DS/results/msBMSK1000/varimp/varimp_scaled_importance_msBMSK1000.csv b/DS/results/msBMSK1000/varimp/varimp_scaled_importance_msBMSK1000.csv
new file mode 100644
index 0000000..7d8edbc
--- /dev/null
+++ b/DS/results/msBMSK1000/varimp/varimp_scaled_importance_msBMSK1000.csv
@@ -0,0 +1,175 @@
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diff --git a/DS/trash.ipynb b/DS/trash.ipynb
deleted file mode 100644
index dfdff5e..0000000
--- a/DS/trash.ipynb
+++ /dev/null
@@ -1,2144 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import h2o\n",
-    "from h2o.automl import H2OAutoML\n",
-    "import random, os, sys\n",
-    "from datetime import datetime\n",
-    "import pandas as pd\n",
-    "import logging\n",
-    "import csv\n",
-    "import optparse\n",
-    "import time\n",
-    "import json\n",
-    "from distutils.util import strtobool\n",
-    "import psutil\n",
-    "import numpy as np\n",
-    "import datetime"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "%matplotlib inline\n",
-    "\n",
-    "import warnings\n",
-    "import matplotlib.cbook\n",
-    "warnings.filterwarnings(\"ignore\", category = matplotlib.cbook.mplDeprecation)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "target='transaction_real_price'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Checking whether there is an H2O instance running at http://localhost:54321 ..... not found.\n",
-      "Attempting to start a local H2O server...\n",
-      "  Java Version: java version \"1.8.0_191\"; Java(TM) SE Runtime Environment (build 1.8.0_191-b12); Java HotSpot(TM) 64-Bit Server VM (build 25.191-b12, mixed mode)\n",
-      "  Starting server from /Users/bonnie/anaconda3/lib/python3.7/site-packages/h2o/backend/bin/h2o.jar\n",
-      "  Ice root: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpc7jjgbpz\n",
-      "  JVM stdout: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpc7jjgbpz/h2o_bonnie_started_from_python.out\n",
-      "  JVM stderr: /var/folders/f1/2lb7b2n57j9d7ktf62rd4mkh0000gn/T/tmpc7jjgbpz/h2o_bonnie_started_from_python.err\n",
-      "  Server is running at http://127.0.0.1:54321\n",
-      "Connecting to H2O server at http://127.0.0.1:54321 ... successful.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td>H2O cluster uptime:</td>\n",
-       "<td>02 secs</td></tr>\n",
-       "<tr><td>H2O cluster timezone:</td>\n",
-       "<td>America/New_York</td></tr>\n",
-       "<tr><td>H2O data parsing timezone:</td>\n",
-       "<td>UTC</td></tr>\n",
-       "<tr><td>H2O cluster version:</td>\n",
-       "<td>3.24.0.1</td></tr>\n",
-       "<tr><td>H2O cluster version age:</td>\n",
-       "<td>14 days, 20 hours and 3 minutes </td></tr>\n",
-       "<tr><td>H2O cluster name:</td>\n",
-       "<td>H2O_from_python_bonnie_80b2xd</td></tr>\n",
-       "<tr><td>H2O cluster total nodes:</td>\n",
-       "<td>1</td></tr>\n",
-       "<tr><td>H2O cluster free memory:</td>\n",
-       "<td>1.778 Gb</td></tr>\n",
-       "<tr><td>H2O cluster total cores:</td>\n",
-       "<td>4</td></tr>\n",
-       "<tr><td>H2O cluster allowed cores:</td>\n",
-       "<td>4</td></tr>\n",
-       "<tr><td>H2O cluster status:</td>\n",
-       "<td>accepting new members, healthy</td></tr>\n",
-       "<tr><td>H2O connection url:</td>\n",
-       "<td>http://127.0.0.1:54321</td></tr>\n",
-       "<tr><td>H2O connection proxy:</td>\n",
-       "<td>None</td></tr>\n",
-       "<tr><td>H2O internal security:</td>\n",
-       "<td>False</td></tr>\n",
-       "<tr><td>H2O API Extensions:</td>\n",
-       "<td>Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4</td></tr>\n",
-       "<tr><td>Python version:</td>\n",
-       "<td>3.7.1 final</td></tr></table></div>"
-      ],
-      "text/plain": [
-       "--------------------------  ---------------------------------------------------\n",
-       "H2O cluster uptime:         02 secs\n",
-       "H2O cluster timezone:       America/New_York\n",
-       "H2O data parsing timezone:  UTC\n",
-       "H2O cluster version:        3.24.0.1\n",
-       "H2O cluster version age:    14 days, 20 hours and 3 minutes\n",
-       "H2O cluster name:           H2O_from_python_bonnie_80b2xd\n",
-       "H2O cluster total nodes:    1\n",
-       "H2O cluster free memory:    1.778 Gb\n",
-       "H2O cluster total cores:    4\n",
-       "H2O cluster allowed cores:  4\n",
-       "H2O cluster status:         accepting new members, healthy\n",
-       "H2O connection url:         http://127.0.0.1:54321\n",
-       "H2O connection proxy:\n",
-       "H2O internal security:      False\n",
-       "H2O API Extensions:         Amazon S3, XGBoost, Algos, AutoML, Core V3, Core V4\n",
-       "Python version:             3.7.1 final\n",
-       "--------------------------  ---------------------------------------------------"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "h2o.init() # start h2o"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Parse progress: |█████████████████████████████████████████████████████████| 100%\n"
-     ]
-    }
-   ],
-   "source": [
-    "df = h2o.import_file(path = 'data/trainPriceCleaned.csv')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Rows:4465\n",
-      "Cols:19\n",
-      "\n",
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<table>\n",
-       "<thead>\n",
-       "<tr><th>       </th><th>transaction_real_price  </th><th>city               </th><th>exclusive_use_area  </th><th>floor             </th><th>total_parking_capacity_in_site  </th><th>total_household_count_in_sites  </th><th>apartment_building_count_in_sites  </th><th>supply_area      </th><th>total_household_count_of_area_type  </th><th>room_count        </th><th>bathroom_count    </th><th>heat_fuel_cogeneration  </th><th>heat_fuel_gas     </th><th>heat_type_central  </th><th>heat_type_district  </th><th>heat_type_individual  </th><th>front_door_structure_corridor  </th><th>front_door_structure_mixed  </th><th>front_door_structure_stairway  </th></tr>\n",
-       "</thead>\n",
-       "<tbody>\n",
-       "<tr><td>type   </td><td>int                     </td><td>int                </td><td>real                </td><td>int               </td><td>int                             </td><td>int                             </td><td>int                                </td><td>real             </td><td>int                                 </td><td>int               </td><td>int               </td><td>int                     </td><td>int               </td><td>int                </td><td>int                 </td><td>int                   </td><td>int                            </td><td>int                         </td><td>int                            </td></tr>\n",
-       "<tr><td>mins   </td><td>15150000.0              </td><td>0.0                </td><td>23.32               </td><td>1.0               </td><td>0.0                             </td><td>100.0                           </td><td>1.0                                </td><td>25.52            </td><td>0.0                                 </td><td>0.0               </td><td>0.0               </td><td>0.0                     </td><td>0.0               </td><td>0.0                </td><td>0.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
-       "<tr><td>mean   </td><td>407325225.0839865       </td><td>0.6326987681970885 </td><td>78.98916750279955   </td><td>10.478387458006718</td><td>1358.196640537514               </td><td>1205.4591265397537              </td><td>13.059350503919374                 </td><td>101.8436640537514</td><td>302.55341545352746                  </td><td>2.9393057110862264</td><td>1.5979843225083987</td><td>0.23829787234042554     </td><td>0.7617021276595745</td><td>0.08421052631578947</td><td>0.23852183650615902 </td><td>0.6772676371780515    </td><td>0.26382978723404255            </td><td>0.01702127659574468         </td><td>0.7191489361702128             </td></tr>\n",
-       "<tr><td>maxs   </td><td>3878340000.0            </td><td>1.0                </td><td>244.8647            </td><td>59.0              </td><td>9766.0                          </td><td>6864.0                          </td><td>124.0                              </td><td>309.36           </td><td>2960.0                              </td><td>6.0               </td><td>3.0               </td><td>1.0                     </td><td>1.0               </td><td>1.0                </td><td>1.0                 </td><td>1.0                   </td><td>1.0                            </td><td>1.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>sigma  </td><td>316990725.1286814       </td><td>0.48212352757671595</td><td>27.536207663209645  </td><td>7.258355776752853 </td><td>1511.328449626355               </td><td>1147.2439103271977              </td><td>14.478395659958464                 </td><td>32.50384704917918</td><td>342.17734963028045                  </td><td>0.6466331065494135</td><td>0.5029887953511339</td><td>0.4260899642891898      </td><td>0.4260899642891898</td><td>0.27773438634871633</td><td>0.42622747160873403 </td><td>0.4675736829724452    </td><td>0.4407574610598276             </td><td>0.12936499080697303         </td><td>0.4494652253397927             </td></tr>\n",
-       "<tr><td>zeros  </td><td>0                       </td><td>1640               </td><td>0                   </td><td>0                 </td><td>5                               </td><td>0                               </td><td>0                                  </td><td>0                </td><td>54                                  </td><td>8                 </td><td>8                 </td><td>3401                    </td><td>1064              </td><td>4089               </td><td>3400                </td><td>1441                  </td><td>3287                           </td><td>4389                        </td><td>1254                           </td></tr>\n",
-       "<tr><td>missing</td><td>0                       </td><td>0                  </td><td>0                   </td><td>0                 </td><td>0                               </td><td>0                               </td><td>0                                  </td><td>0                </td><td>0                                   </td><td>0                 </td><td>0                 </td><td>0                       </td><td>0                 </td><td>0                  </td><td>0                   </td><td>0                     </td><td>0                              </td><td>0                           </td><td>0                              </td></tr>\n",
-       "<tr><td>0      </td><td>570000000.0             </td><td>1.0                </td><td>84.91               </td><td>15.0              </td><td>1391.0                          </td><td>1606.0                          </td><td>15.0                               </td><td>104.75           </td><td>958.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>1      </td><td>1050000000.0            </td><td>1.0                </td><td>84.99               </td><td>17.0              </td><td>7876.0                          </td><td>5563.0                          </td><td>65.0                               </td><td>109.35           </td><td>828.0                               </td><td>3.0               </td><td>2.0               </td><td>1.0                     </td><td>0.0               </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>2      </td><td>586050000.0             </td><td>0.0                </td><td>156.7997            </td><td>13.0              </td><td>857.0                           </td><td>390.0                           </td><td>4.0                                </td><td>198.7            </td><td>154.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>3      </td><td>389370000.0             </td><td>1.0                </td><td>84.93               </td><td>9.0               </td><td>492.0                           </td><td>455.0                           </td><td>6.0                                </td><td>109.81           </td><td>78.0                                </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>4      </td><td>1130000000.0            </td><td>1.0                </td><td>76.5                </td><td>6.0               </td><td>3930.0                          </td><td>3930.0                          </td><td>30.0                               </td><td>112.39           </td><td>1170.0                              </td><td>3.0               </td><td>1.0               </td><td>1.0                     </td><td>0.0               </td><td>0.0                </td><td>1.0                 </td><td>0.0                   </td><td>1.0                            </td><td>0.0                         </td><td>0.0                            </td></tr>\n",
-       "<tr><td>5      </td><td>128000000.0             </td><td>0.0                </td><td>84.92               </td><td>10.0              </td><td>225.0                           </td><td>343.0                           </td><td>1.0                                </td><td>125.62           </td><td>164.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>6      </td><td>350000000.0             </td><td>1.0                </td><td>59.54               </td><td>26.0              </td><td>2990.0                          </td><td>2182.0                          </td><td>22.0                               </td><td>76.62            </td><td>176.0                               </td><td>3.0               </td><td>1.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>7      </td><td>305000000.0             </td><td>1.0                </td><td>84.96               </td><td>9.0               </td><td>169.0                           </td><td>165.0                           </td><td>1.0                                </td><td>111.28           </td><td>60.0                                </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>8      </td><td>315000000.0             </td><td>1.0                </td><td>60.054              </td><td>4.0               </td><td>635.0                           </td><td>620.0                           </td><td>22.0                               </td><td>81.54            </td><td>256.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "<tr><td>9      </td><td>350000000.0             </td><td>1.0                </td><td>84.99               </td><td>6.0               </td><td>209.0                           </td><td>194.0                           </td><td>2.0                                </td><td>108.79           </td><td>108.0                               </td><td>3.0               </td><td>2.0               </td><td>0.0                     </td><td>1.0               </td><td>0.0                </td><td>0.0                 </td><td>1.0                   </td><td>0.0                            </td><td>0.0                         </td><td>1.0                            </td></tr>\n",
-       "</tbody>\n",
-       "</table>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "df.describe()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "['city', 'exclusive_use_area', 'floor', 'total_parking_capacity_in_site', 'total_household_count_in_sites', 'apartment_building_count_in_sites', 'supply_area', 'total_household_count_of_area_type', 'room_count', 'bathroom_count', 'heat_fuel_cogeneration', 'heat_fuel_gas', 'heat_type_central', 'heat_type_district', 'heat_type_individual', 'front_door_structure_corridor', 'front_door_structure_mixed', 'front_door_structure_stairway']\n"
-     ]
-    }
-   ],
-   "source": [
-    "X  = [name for name in df.columns if name != target]\n",
-    "print(X)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Set target and predictor variables\n",
-    "y = target\n",
-    "project = 'hyper'"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# MODEL ONE (300)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "runtime = 300"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "AutoML progress: |████████████████████████████████████████████████████████| 100%\n"
-     ]
-    }
-   ],
-   "source": [
-    "# Set up AutoML\n",
-    "aml = H2OAutoML(max_runtime_secs=runtime,                \n",
-    "                project_name = project)\n",
-    "                \n",
-    "aml.train(x=X,\n",
-    "          y=y,\n",
-    "          training_frame=df)  # Change training_frame=train"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "board = aml.leaderboard"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
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-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>model_id</th>\n",
-       "      <th>mean_residual_deviance</th>\n",
-       "      <th>rmse</th>\n",
-       "      <th>mse</th>\n",
-       "      <th>mae</th>\n",
-       "      <th>rmsle</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>GBM_1_AutoML_20190415_192126</td>\n",
-       "      <td>25308559289889640</td>\n",
-       "      <td>1.590866e+08</td>\n",
-       "      <td>25308559289889640</td>\n",
-       "      <td>9.537870e+07</td>\n",
-       "      <td>0.331267</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>XGBoost_1_AutoML_20190415_192126</td>\n",
-       "      <td>25792706929455124</td>\n",
-       "      <td>1.606011e+08</td>\n",
-       "      <td>25792706929455124</td>\n",
-       "      <td>9.468537e+07</td>\n",
-       "      <td>0.325136</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_5</td>\n",
-       "      <td>26095516169994532</td>\n",
-       "      <td>1.615411e+08</td>\n",
-       "      <td>26095516169994532</td>\n",
-       "      <td>9.439783e+07</td>\n",
-       "      <td>0.326511</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>XGBoost_2_AutoML_20190415_192126</td>\n",
-       "      <td>26410633391141760</td>\n",
-       "      <td>1.625135e+08</td>\n",
-       "      <td>26410633391141760</td>\n",
-       "      <td>9.510714e+07</td>\n",
-       "      <td>0.325820</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>XRT_1_AutoML_20190415_192126</td>\n",
-       "      <td>26785737850991984</td>\n",
-       "      <td>1.636635e+08</td>\n",
-       "      <td>26785737850991984</td>\n",
-       "      <td>9.760681e+07</td>\n",
-       "      <td>0.336689</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_4</td>\n",
-       "      <td>26786705406232530</td>\n",
-       "      <td>1.636664e+08</td>\n",
-       "      <td>26786705406232530</td>\n",
-       "      <td>9.896766e+07</td>\n",
-       "      <td>0.336037</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>GBM_4_AutoML_20190415_192126</td>\n",
-       "      <td>27062394146374224</td>\n",
-       "      <td>1.645065e+08</td>\n",
-       "      <td>27062394146374224</td>\n",
-       "      <td>9.787243e+07</td>\n",
-       "      <td>0.331311</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_2</td>\n",
-       "      <td>27502291350696010</td>\n",
-       "      <td>1.658381e+08</td>\n",
-       "      <td>27502291350696010</td>\n",
-       "      <td>1.010520e+08</td>\n",
-       "      <td>0.340350</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>GBM_3_AutoML_20190415_192126</td>\n",
-       "      <td>27587065086166110</td>\n",
-       "      <td>1.660935e+08</td>\n",
-       "      <td>27587065086166110</td>\n",
-       "      <td>9.919472e+07</td>\n",
-       "      <td>0.335290</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>DRF_1_AutoML_20190415_192126</td>\n",
-       "      <td>27776273091140736</td>\n",
-       "      <td>1.666622e+08</td>\n",
-       "      <td>27776273091140736</td>\n",
-       "      <td>9.836043e+07</td>\n",
-       "      <td>0.335013</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>GBM_2_AutoML_20190415_192126</td>\n",
-       "      <td>27834456439354892</td>\n",
-       "      <td>1.668366e+08</td>\n",
-       "      <td>27834456439354892</td>\n",
-       "      <td>1.005662e+08</td>\n",
-       "      <td>0.336361</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_6</td>\n",
-       "      <td>28222284747124140</td>\n",
-       "      <td>1.679949e+08</td>\n",
-       "      <td>28222284747124140</td>\n",
-       "      <td>9.727968e+07</td>\n",
-       "      <td>0.328433</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>28224422821754576</td>\n",
-       "      <td>1.680013e+08</td>\n",
-       "      <td>28224422821754576</td>\n",
-       "      <td>1.031329e+08</td>\n",
-       "      <td>0.344605</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>XGBoost_3_AutoML_20190415_192126</td>\n",
-       "      <td>28472480188788372</td>\n",
-       "      <td>1.687379e+08</td>\n",
-       "      <td>28472480188788372</td>\n",
-       "      <td>1.029203e+08</td>\n",
-       "      <td>0.345239</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_3</td>\n",
-       "      <td>28704304353777444</td>\n",
-       "      <td>1.694234e+08</td>\n",
-       "      <td>28704304353777444</td>\n",
-       "      <td>1.007916e+08</td>\n",
-       "      <td>0.360656</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_4</td>\n",
-       "      <td>28835372300746188</td>\n",
-       "      <td>1.698098e+08</td>\n",
-       "      <td>28835372300746188</td>\n",
-       "      <td>1.051512e+08</td>\n",
-       "      <td>0.352389</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_6</td>\n",
-       "      <td>31235508715252756</td>\n",
-       "      <td>1.767357e+08</td>\n",
-       "      <td>31235508715252756</td>\n",
-       "      <td>1.091218e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_5</td>\n",
-       "      <td>32486831811171100</td>\n",
-       "      <td>1.802410e+08</td>\n",
-       "      <td>32486831811171100</td>\n",
-       "      <td>1.118427e+08</td>\n",
-       "      <td>0.412798</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_2</td>\n",
-       "      <td>32900899722741524</td>\n",
-       "      <td>1.813861e+08</td>\n",
-       "      <td>32900899722741524</td>\n",
-       "      <td>1.130909e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>GBM_5_AutoML_20190415_192126</td>\n",
-       "      <td>34524494024544944</td>\n",
-       "      <td>1.858077e+08</td>\n",
-       "      <td>34524494024544944</td>\n",
-       "      <td>1.111863e+08</td>\n",
-       "      <td>0.361113</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>35674534779050044</td>\n",
-       "      <td>1.888770e+08</td>\n",
-       "      <td>35674534779050044</td>\n",
-       "      <td>1.139623e+08</td>\n",
-       "      <td>0.371114</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>36606558916232610</td>\n",
-       "      <td>1.913284e+08</td>\n",
-       "      <td>36606558916232610</td>\n",
-       "      <td>1.189734e+08</td>\n",
-       "      <td>0.391810</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>DeepLearning_1_AutoML_20190415_192126</td>\n",
-       "      <td>37207460313061780</td>\n",
-       "      <td>1.928924e+08</td>\n",
-       "      <td>37207460313061780</td>\n",
-       "      <td>1.219173e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>41516197511540930</td>\n",
-       "      <td>2.037552e+08</td>\n",
-       "      <td>41516197511540930</td>\n",
-       "      <td>1.238504e+08</td>\n",
-       "      <td>0.410692</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>42367675561119510</td>\n",
-       "      <td>2.058341e+08</td>\n",
-       "      <td>42367675561119510</td>\n",
-       "      <td>1.291344e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>47775200973851120</td>\n",
-       "      <td>2.185754e+08</td>\n",
-       "      <td>47775200973851120</td>\n",
-       "      <td>1.356357e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_7</td>\n",
-       "      <td>55640336725919920</td>\n",
-       "      <td>2.358820e+08</td>\n",
-       "      <td>55640336725919920</td>\n",
-       "      <td>1.520138e+08</td>\n",
-       "      <td>0.557983</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_9</td>\n",
-       "      <td>72685884787157380</td>\n",
-       "      <td>2.696032e+08</td>\n",
-       "      <td>72685884787157380</td>\n",
-       "      <td>1.574291e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_8</td>\n",
-       "      <td>87667041162793970</td>\n",
-       "      <td>2.960862e+08</td>\n",
-       "      <td>87667041162793970</td>\n",
-       "      <td>2.007414e+08</td>\n",
-       "      <td>0.708954</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_3</td>\n",
-       "      <td>87936719424676750</td>\n",
-       "      <td>2.965413e+08</td>\n",
-       "      <td>87936719424676750</td>\n",
-       "      <td>1.725897e+08</td>\n",
-       "      <td>8.593036</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>StackedEnsemble_AllModels_AutoML_20190415_192126</td>\n",
-       "      <td>100486261757534690</td>\n",
-       "      <td>3.169957e+08</td>\n",
-       "      <td>100486261757534690</td>\n",
-       "      <td>2.171826e+08</td>\n",
-       "      <td>0.755885</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>GLM_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>100489433637289090</td>\n",
-       "      <td>3.170007e+08</td>\n",
-       "      <td>100489433637289090</td>\n",
-       "      <td>2.171959e+08</td>\n",
-       "      <td>0.755908</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>StackedEnsemble_BestOfFamily_AutoML_20190415_1...</td>\n",
-       "      <td>100495858611738160</td>\n",
-       "      <td>3.170108e+08</td>\n",
-       "      <td>100495858611738160</td>\n",
-       "      <td>2.171942e+08</td>\n",
-       "      <td>0.755919</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_7</td>\n",
-       "      <td>178618832560290700</td>\n",
-       "      <td>4.226332e+08</td>\n",
-       "      <td>178618832560290700</td>\n",
-       "      <td>3.153531e+08</td>\n",
-       "      <td>4.005973</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                             model_id  mean_residual_deviance  \\\n",
-       "0                        GBM_1_AutoML_20190415_192126       25308559289889640   \n",
-       "1                    XGBoost_1_AutoML_20190415_192126       25792706929455124   \n",
-       "2       XGBoost_grid_1_AutoML_20190415_192126_model_5       26095516169994532   \n",
-       "3                    XGBoost_2_AutoML_20190415_192126       26410633391141760   \n",
-       "4                        XRT_1_AutoML_20190415_192126       26785737850991984   \n",
-       "5       XGBoost_grid_1_AutoML_20190415_192126_model_4       26786705406232530   \n",
-       "6                        GBM_4_AutoML_20190415_192126       27062394146374224   \n",
-       "7       XGBoost_grid_1_AutoML_20190415_192126_model_2       27502291350696010   \n",
-       "8                        GBM_3_AutoML_20190415_192126       27587065086166110   \n",
-       "9                        DRF_1_AutoML_20190415_192126       27776273091140736   \n",
-       "10                       GBM_2_AutoML_20190415_192126       27834456439354892   \n",
-       "11      XGBoost_grid_1_AutoML_20190415_192126_model_6       28222284747124140   \n",
-       "12      XGBoost_grid_1_AutoML_20190415_192126_model_1       28224422821754576   \n",
-       "13                   XGBoost_3_AutoML_20190415_192126       28472480188788372   \n",
-       "14          GBM_grid_1_AutoML_20190415_192126_model_3       28704304353777444   \n",
-       "15          GBM_grid_1_AutoML_20190415_192126_model_4       28835372300746188   \n",
-       "16          GBM_grid_1_AutoML_20190415_192126_model_6       31235508715252756   \n",
-       "17          GBM_grid_1_AutoML_20190415_192126_model_5       32486831811171100   \n",
-       "18          GBM_grid_1_AutoML_20190415_192126_model_2       32900899722741524   \n",
-       "19                       GBM_5_AutoML_20190415_192126       34524494024544944   \n",
-       "20          GBM_grid_1_AutoML_20190415_192126_model_1       35674534779050044   \n",
-       "21  DeepLearning_grid_1_AutoML_20190415_192126_mod...       36606558916232610   \n",
-       "22              DeepLearning_1_AutoML_20190415_192126       37207460313061780   \n",
-       "23  DeepLearning_grid_1_AutoML_20190415_192126_mod...       41516197511540930   \n",
-       "24  DeepLearning_grid_1_AutoML_20190415_192126_mod...       42367675561119510   \n",
-       "25  DeepLearning_grid_1_AutoML_20190415_192126_mod...       47775200973851120   \n",
-       "26          GBM_grid_1_AutoML_20190415_192126_model_7       55640336725919920   \n",
-       "27          GBM_grid_1_AutoML_20190415_192126_model_9       72685884787157380   \n",
-       "28          GBM_grid_1_AutoML_20190415_192126_model_8       87667041162793970   \n",
-       "29      XGBoost_grid_1_AutoML_20190415_192126_model_3       87936719424676750   \n",
-       "30   StackedEnsemble_AllModels_AutoML_20190415_192126      100486261757534690   \n",
-       "31          GLM_grid_1_AutoML_20190415_192126_model_1      100489433637289090   \n",
-       "32  StackedEnsemble_BestOfFamily_AutoML_20190415_1...      100495858611738160   \n",
-       "33      XGBoost_grid_1_AutoML_20190415_192126_model_7      178618832560290700   \n",
-       "\n",
-       "            rmse                 mse           mae     rmsle  \n",
-       "0   1.590866e+08   25308559289889640  9.537870e+07  0.331267  \n",
-       "1   1.606011e+08   25792706929455124  9.468537e+07  0.325136  \n",
-       "2   1.615411e+08   26095516169994532  9.439783e+07  0.326511  \n",
-       "3   1.625135e+08   26410633391141760  9.510714e+07  0.325820  \n",
-       "4   1.636635e+08   26785737850991984  9.760681e+07  0.336689  \n",
-       "5   1.636664e+08   26786705406232530  9.896766e+07  0.336037  \n",
-       "6   1.645065e+08   27062394146374224  9.787243e+07  0.331311  \n",
-       "7   1.658381e+08   27502291350696010  1.010520e+08  0.340350  \n",
-       "8   1.660935e+08   27587065086166110  9.919472e+07  0.335290  \n",
-       "9   1.666622e+08   27776273091140736  9.836043e+07  0.335013  \n",
-       "10  1.668366e+08   27834456439354892  1.005662e+08  0.336361  \n",
-       "11  1.679949e+08   28222284747124140  9.727968e+07  0.328433  \n",
-       "12  1.680013e+08   28224422821754576  1.031329e+08  0.344605  \n",
-       "13  1.687379e+08   28472480188788372  1.029203e+08  0.345239  \n",
-       "14  1.694234e+08   28704304353777444  1.007916e+08  0.360656  \n",
-       "15  1.698098e+08   28835372300746188  1.051512e+08  0.352389  \n",
-       "16  1.767357e+08   31235508715252756  1.091218e+08       NaN  \n",
-       "17  1.802410e+08   32486831811171100  1.118427e+08  0.412798  \n",
-       "18  1.813861e+08   32900899722741524  1.130909e+08       NaN  \n",
-       "19  1.858077e+08   34524494024544944  1.111863e+08  0.361113  \n",
-       "20  1.888770e+08   35674534779050044  1.139623e+08  0.371114  \n",
-       "21  1.913284e+08   36606558916232610  1.189734e+08  0.391810  \n",
-       "22  1.928924e+08   37207460313061780  1.219173e+08       NaN  \n",
-       "23  2.037552e+08   41516197511540930  1.238504e+08  0.410692  \n",
-       "24  2.058341e+08   42367675561119510  1.291344e+08       NaN  \n",
-       "25  2.185754e+08   47775200973851120  1.356357e+08       NaN  \n",
-       "26  2.358820e+08   55640336725919920  1.520138e+08  0.557983  \n",
-       "27  2.696032e+08   72685884787157380  1.574291e+08       NaN  \n",
-       "28  2.960862e+08   87667041162793970  2.007414e+08  0.708954  \n",
-       "29  2.965413e+08   87936719424676750  1.725897e+08  8.593036  \n",
-       "30  3.169957e+08  100486261757534690  2.171826e+08  0.755885  \n",
-       "31  3.170007e+08  100489433637289090  2.171959e+08  0.755908  \n",
-       "32  3.170108e+08  100495858611738160  2.171942e+08  0.755919  \n",
-       "33  4.226332e+08  178618832560290700  3.153531e+08  4.005973  "
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "board_csv = board.as_data_frame()\n",
-    "board_csv"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2019-04-15\n"
-     ]
-    }
-   ],
-   "source": [
-    "system_date = datetime.date.today()\n",
-    "print (system_date)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>model_id</th>\n",
-       "      <th>mean_residual_deviance</th>\n",
-       "      <th>rmse</th>\n",
-       "      <th>mse</th>\n",
-       "      <th>mae</th>\n",
-       "      <th>rmsle</th>\n",
-       "      <th>system_date</th>\n",
-       "      <th>runtime</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>GBM_1_AutoML_20190415_192126</td>\n",
-       "      <td>25308559289889640</td>\n",
-       "      <td>1.590866e+08</td>\n",
-       "      <td>25308559289889640</td>\n",
-       "      <td>9.537870e+07</td>\n",
-       "      <td>0.331267</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>XGBoost_1_AutoML_20190415_192126</td>\n",
-       "      <td>25792706929455124</td>\n",
-       "      <td>1.606011e+08</td>\n",
-       "      <td>25792706929455124</td>\n",
-       "      <td>9.468537e+07</td>\n",
-       "      <td>0.325136</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_5</td>\n",
-       "      <td>26095516169994532</td>\n",
-       "      <td>1.615411e+08</td>\n",
-       "      <td>26095516169994532</td>\n",
-       "      <td>9.439783e+07</td>\n",
-       "      <td>0.326511</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>XGBoost_2_AutoML_20190415_192126</td>\n",
-       "      <td>26410633391141760</td>\n",
-       "      <td>1.625135e+08</td>\n",
-       "      <td>26410633391141760</td>\n",
-       "      <td>9.510714e+07</td>\n",
-       "      <td>0.325820</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>XRT_1_AutoML_20190415_192126</td>\n",
-       "      <td>26785737850991984</td>\n",
-       "      <td>1.636635e+08</td>\n",
-       "      <td>26785737850991984</td>\n",
-       "      <td>9.760681e+07</td>\n",
-       "      <td>0.336689</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_4</td>\n",
-       "      <td>26786705406232530</td>\n",
-       "      <td>1.636664e+08</td>\n",
-       "      <td>26786705406232530</td>\n",
-       "      <td>9.896766e+07</td>\n",
-       "      <td>0.336037</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>GBM_4_AutoML_20190415_192126</td>\n",
-       "      <td>27062394146374224</td>\n",
-       "      <td>1.645065e+08</td>\n",
-       "      <td>27062394146374224</td>\n",
-       "      <td>9.787243e+07</td>\n",
-       "      <td>0.331311</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_2</td>\n",
-       "      <td>27502291350696010</td>\n",
-       "      <td>1.658381e+08</td>\n",
-       "      <td>27502291350696010</td>\n",
-       "      <td>1.010520e+08</td>\n",
-       "      <td>0.340350</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>GBM_3_AutoML_20190415_192126</td>\n",
-       "      <td>27587065086166110</td>\n",
-       "      <td>1.660935e+08</td>\n",
-       "      <td>27587065086166110</td>\n",
-       "      <td>9.919472e+07</td>\n",
-       "      <td>0.335290</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>DRF_1_AutoML_20190415_192126</td>\n",
-       "      <td>27776273091140736</td>\n",
-       "      <td>1.666622e+08</td>\n",
-       "      <td>27776273091140736</td>\n",
-       "      <td>9.836043e+07</td>\n",
-       "      <td>0.335013</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>GBM_2_AutoML_20190415_192126</td>\n",
-       "      <td>27834456439354892</td>\n",
-       "      <td>1.668366e+08</td>\n",
-       "      <td>27834456439354892</td>\n",
-       "      <td>1.005662e+08</td>\n",
-       "      <td>0.336361</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_6</td>\n",
-       "      <td>28222284747124140</td>\n",
-       "      <td>1.679949e+08</td>\n",
-       "      <td>28222284747124140</td>\n",
-       "      <td>9.727968e+07</td>\n",
-       "      <td>0.328433</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>28224422821754576</td>\n",
-       "      <td>1.680013e+08</td>\n",
-       "      <td>28224422821754576</td>\n",
-       "      <td>1.031329e+08</td>\n",
-       "      <td>0.344605</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>XGBoost_3_AutoML_20190415_192126</td>\n",
-       "      <td>28472480188788372</td>\n",
-       "      <td>1.687379e+08</td>\n",
-       "      <td>28472480188788372</td>\n",
-       "      <td>1.029203e+08</td>\n",
-       "      <td>0.345239</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_3</td>\n",
-       "      <td>28704304353777444</td>\n",
-       "      <td>1.694234e+08</td>\n",
-       "      <td>28704304353777444</td>\n",
-       "      <td>1.007916e+08</td>\n",
-       "      <td>0.360656</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_4</td>\n",
-       "      <td>28835372300746188</td>\n",
-       "      <td>1.698098e+08</td>\n",
-       "      <td>28835372300746188</td>\n",
-       "      <td>1.051512e+08</td>\n",
-       "      <td>0.352389</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_6</td>\n",
-       "      <td>31235508715252756</td>\n",
-       "      <td>1.767357e+08</td>\n",
-       "      <td>31235508715252756</td>\n",
-       "      <td>1.091218e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_5</td>\n",
-       "      <td>32486831811171100</td>\n",
-       "      <td>1.802410e+08</td>\n",
-       "      <td>32486831811171100</td>\n",
-       "      <td>1.118427e+08</td>\n",
-       "      <td>0.412798</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_2</td>\n",
-       "      <td>32900899722741524</td>\n",
-       "      <td>1.813861e+08</td>\n",
-       "      <td>32900899722741524</td>\n",
-       "      <td>1.130909e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>GBM_5_AutoML_20190415_192126</td>\n",
-       "      <td>34524494024544944</td>\n",
-       "      <td>1.858077e+08</td>\n",
-       "      <td>34524494024544944</td>\n",
-       "      <td>1.111863e+08</td>\n",
-       "      <td>0.361113</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>35674534779050044</td>\n",
-       "      <td>1.888770e+08</td>\n",
-       "      <td>35674534779050044</td>\n",
-       "      <td>1.139623e+08</td>\n",
-       "      <td>0.371114</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>36606558916232610</td>\n",
-       "      <td>1.913284e+08</td>\n",
-       "      <td>36606558916232610</td>\n",
-       "      <td>1.189734e+08</td>\n",
-       "      <td>0.391810</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>DeepLearning_1_AutoML_20190415_192126</td>\n",
-       "      <td>37207460313061780</td>\n",
-       "      <td>1.928924e+08</td>\n",
-       "      <td>37207460313061780</td>\n",
-       "      <td>1.219173e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>41516197511540930</td>\n",
-       "      <td>2.037552e+08</td>\n",
-       "      <td>41516197511540930</td>\n",
-       "      <td>1.238504e+08</td>\n",
-       "      <td>0.410692</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>42367675561119510</td>\n",
-       "      <td>2.058341e+08</td>\n",
-       "      <td>42367675561119510</td>\n",
-       "      <td>1.291344e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>DeepLearning_grid_1_AutoML_20190415_192126_mod...</td>\n",
-       "      <td>47775200973851120</td>\n",
-       "      <td>2.185754e+08</td>\n",
-       "      <td>47775200973851120</td>\n",
-       "      <td>1.356357e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_7</td>\n",
-       "      <td>55640336725919920</td>\n",
-       "      <td>2.358820e+08</td>\n",
-       "      <td>55640336725919920</td>\n",
-       "      <td>1.520138e+08</td>\n",
-       "      <td>0.557983</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_9</td>\n",
-       "      <td>72685884787157380</td>\n",
-       "      <td>2.696032e+08</td>\n",
-       "      <td>72685884787157380</td>\n",
-       "      <td>1.574291e+08</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>GBM_grid_1_AutoML_20190415_192126_model_8</td>\n",
-       "      <td>87667041162793970</td>\n",
-       "      <td>2.960862e+08</td>\n",
-       "      <td>87667041162793970</td>\n",
-       "      <td>2.007414e+08</td>\n",
-       "      <td>0.708954</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_3</td>\n",
-       "      <td>87936719424676750</td>\n",
-       "      <td>2.965413e+08</td>\n",
-       "      <td>87936719424676750</td>\n",
-       "      <td>1.725897e+08</td>\n",
-       "      <td>8.593036</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>StackedEnsemble_AllModels_AutoML_20190415_192126</td>\n",
-       "      <td>100486261757534690</td>\n",
-       "      <td>3.169957e+08</td>\n",
-       "      <td>100486261757534690</td>\n",
-       "      <td>2.171826e+08</td>\n",
-       "      <td>0.755885</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>GLM_grid_1_AutoML_20190415_192126_model_1</td>\n",
-       "      <td>100489433637289090</td>\n",
-       "      <td>3.170007e+08</td>\n",
-       "      <td>100489433637289090</td>\n",
-       "      <td>2.171959e+08</td>\n",
-       "      <td>0.755908</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>StackedEnsemble_BestOfFamily_AutoML_20190415_1...</td>\n",
-       "      <td>100495858611738160</td>\n",
-       "      <td>3.170108e+08</td>\n",
-       "      <td>100495858611738160</td>\n",
-       "      <td>2.171942e+08</td>\n",
-       "      <td>0.755919</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>XGBoost_grid_1_AutoML_20190415_192126_model_7</td>\n",
-       "      <td>178618832560290700</td>\n",
-       "      <td>4.226332e+08</td>\n",
-       "      <td>178618832560290700</td>\n",
-       "      <td>3.153531e+08</td>\n",
-       "      <td>4.005973</td>\n",
-       "      <td>2019-04-15</td>\n",
-       "      <td>300</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                             model_id  mean_residual_deviance  \\\n",
-       "0                        GBM_1_AutoML_20190415_192126       25308559289889640   \n",
-       "1                    XGBoost_1_AutoML_20190415_192126       25792706929455124   \n",
-       "2       XGBoost_grid_1_AutoML_20190415_192126_model_5       26095516169994532   \n",
-       "3                    XGBoost_2_AutoML_20190415_192126       26410633391141760   \n",
-       "4                        XRT_1_AutoML_20190415_192126       26785737850991984   \n",
-       "5       XGBoost_grid_1_AutoML_20190415_192126_model_4       26786705406232530   \n",
-       "6                        GBM_4_AutoML_20190415_192126       27062394146374224   \n",
-       "7       XGBoost_grid_1_AutoML_20190415_192126_model_2       27502291350696010   \n",
-       "8                        GBM_3_AutoML_20190415_192126       27587065086166110   \n",
-       "9                        DRF_1_AutoML_20190415_192126       27776273091140736   \n",
-       "10                       GBM_2_AutoML_20190415_192126       27834456439354892   \n",
-       "11      XGBoost_grid_1_AutoML_20190415_192126_model_6       28222284747124140   \n",
-       "12      XGBoost_grid_1_AutoML_20190415_192126_model_1       28224422821754576   \n",
-       "13                   XGBoost_3_AutoML_20190415_192126       28472480188788372   \n",
-       "14          GBM_grid_1_AutoML_20190415_192126_model_3       28704304353777444   \n",
-       "15          GBM_grid_1_AutoML_20190415_192126_model_4       28835372300746188   \n",
-       "16          GBM_grid_1_AutoML_20190415_192126_model_6       31235508715252756   \n",
-       "17          GBM_grid_1_AutoML_20190415_192126_model_5       32486831811171100   \n",
-       "18          GBM_grid_1_AutoML_20190415_192126_model_2       32900899722741524   \n",
-       "19                       GBM_5_AutoML_20190415_192126       34524494024544944   \n",
-       "20          GBM_grid_1_AutoML_20190415_192126_model_1       35674534779050044   \n",
-       "21  DeepLearning_grid_1_AutoML_20190415_192126_mod...       36606558916232610   \n",
-       "22              DeepLearning_1_AutoML_20190415_192126       37207460313061780   \n",
-       "23  DeepLearning_grid_1_AutoML_20190415_192126_mod...       41516197511540930   \n",
-       "24  DeepLearning_grid_1_AutoML_20190415_192126_mod...       42367675561119510   \n",
-       "25  DeepLearning_grid_1_AutoML_20190415_192126_mod...       47775200973851120   \n",
-       "26          GBM_grid_1_AutoML_20190415_192126_model_7       55640336725919920   \n",
-       "27          GBM_grid_1_AutoML_20190415_192126_model_9       72685884787157380   \n",
-       "28          GBM_grid_1_AutoML_20190415_192126_model_8       87667041162793970   \n",
-       "29      XGBoost_grid_1_AutoML_20190415_192126_model_3       87936719424676750   \n",
-       "30   StackedEnsemble_AllModels_AutoML_20190415_192126      100486261757534690   \n",
-       "31          GLM_grid_1_AutoML_20190415_192126_model_1      100489433637289090   \n",
-       "32  StackedEnsemble_BestOfFamily_AutoML_20190415_1...      100495858611738160   \n",
-       "33      XGBoost_grid_1_AutoML_20190415_192126_model_7      178618832560290700   \n",
-       "\n",
-       "            rmse                 mse           mae     rmsle system_date  \\\n",
-       "0   1.590866e+08   25308559289889640  9.537870e+07  0.331267  2019-04-15   \n",
-       "1   1.606011e+08   25792706929455124  9.468537e+07  0.325136  2019-04-15   \n",
-       "2   1.615411e+08   26095516169994532  9.439783e+07  0.326511  2019-04-15   \n",
-       "3   1.625135e+08   26410633391141760  9.510714e+07  0.325820  2019-04-15   \n",
-       "4   1.636635e+08   26785737850991984  9.760681e+07  0.336689  2019-04-15   \n",
-       "5   1.636664e+08   26786705406232530  9.896766e+07  0.336037  2019-04-15   \n",
-       "6   1.645065e+08   27062394146374224  9.787243e+07  0.331311  2019-04-15   \n",
-       "7   1.658381e+08   27502291350696010  1.010520e+08  0.340350  2019-04-15   \n",
-       "8   1.660935e+08   27587065086166110  9.919472e+07  0.335290  2019-04-15   \n",
-       "9   1.666622e+08   27776273091140736  9.836043e+07  0.335013  2019-04-15   \n",
-       "10  1.668366e+08   27834456439354892  1.005662e+08  0.336361  2019-04-15   \n",
-       "11  1.679949e+08   28222284747124140  9.727968e+07  0.328433  2019-04-15   \n",
-       "12  1.680013e+08   28224422821754576  1.031329e+08  0.344605  2019-04-15   \n",
-       "13  1.687379e+08   28472480188788372  1.029203e+08  0.345239  2019-04-15   \n",
-       "14  1.694234e+08   28704304353777444  1.007916e+08  0.360656  2019-04-15   \n",
-       "15  1.698098e+08   28835372300746188  1.051512e+08  0.352389  2019-04-15   \n",
-       "16  1.767357e+08   31235508715252756  1.091218e+08       NaN  2019-04-15   \n",
-       "17  1.802410e+08   32486831811171100  1.118427e+08  0.412798  2019-04-15   \n",
-       "18  1.813861e+08   32900899722741524  1.130909e+08       NaN  2019-04-15   \n",
-       "19  1.858077e+08   34524494024544944  1.111863e+08  0.361113  2019-04-15   \n",
-       "20  1.888770e+08   35674534779050044  1.139623e+08  0.371114  2019-04-15   \n",
-       "21  1.913284e+08   36606558916232610  1.189734e+08  0.391810  2019-04-15   \n",
-       "22  1.928924e+08   37207460313061780  1.219173e+08       NaN  2019-04-15   \n",
-       "23  2.037552e+08   41516197511540930  1.238504e+08  0.410692  2019-04-15   \n",
-       "24  2.058341e+08   42367675561119510  1.291344e+08       NaN  2019-04-15   \n",
-       "25  2.185754e+08   47775200973851120  1.356357e+08       NaN  2019-04-15   \n",
-       "26  2.358820e+08   55640336725919920  1.520138e+08  0.557983  2019-04-15   \n",
-       "27  2.696032e+08   72685884787157380  1.574291e+08       NaN  2019-04-15   \n",
-       "28  2.960862e+08   87667041162793970  2.007414e+08  0.708954  2019-04-15   \n",
-       "29  2.965413e+08   87936719424676750  1.725897e+08  8.593036  2019-04-15   \n",
-       "30  3.169957e+08  100486261757534690  2.171826e+08  0.755885  2019-04-15   \n",
-       "31  3.170007e+08  100489433637289090  2.171959e+08  0.755908  2019-04-15   \n",
-       "32  3.170108e+08  100495858611738160  2.171942e+08  0.755919  2019-04-15   \n",
-       "33  4.226332e+08  178618832560290700  3.153531e+08  4.005973  2019-04-15   \n",
-       "\n",
-       "    runtime  \n",
-       "0       300  \n",
-       "1       300  \n",
-       "2       300  \n",
-       "3       300  \n",
-       "4       300  \n",
-       "5       300  \n",
-       "6       300  \n",
-       "7       300  \n",
-       "8       300  \n",
-       "9       300  \n",
-       "10      300  \n",
-       "11      300  \n",
-       "12      300  \n",
-       "13      300  \n",
-       "14      300  \n",
-       "15      300  \n",
-       "16      300  \n",
-       "17      300  \n",
-       "18      300  \n",
-       "19      300  \n",
-       "20      300  \n",
-       "21      300  \n",
-       "22      300  \n",
-       "23      300  \n",
-       "24      300  \n",
-       "25      300  \n",
-       "26      300  \n",
-       "27      300  \n",
-       "28      300  \n",
-       "29      300  \n",
-       "30      300  \n",
-       "31      300  \n",
-       "32      300  \n",
-       "33      300  "
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "board_csv['system_date'] = system_date\n",
-    "board_csv['runtime'] = runtime\n",
-    "board_csv"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "board_csv.to_csv('result/300/leaderboard.csv', sep='\\t')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Model Details\n",
-      "=============\n",
-      "H2OXGBoostEstimator :  XGBoost\n",
-      "Model Key:  XGBoost_grid_1_AutoML_20190415_192126_model_5\n",
-      "\n",
-      "\n",
-      "ModelMetricsRegression: xgboost\n",
-      "** Reported on train data. **\n",
-      "\n",
-      "MSE: 4081997771173957.5\n",
-      "RMSE: 63890513.937312774\n",
-      "MAE: 42931685.867413215\n",
-      "RMSLE: 0.17120698343478208\n",
-      "Mean Residual Deviance: 4081997771173957.5\n",
-      "\n",
-      "ModelMetricsRegression: xgboost\n",
-      "** Reported on cross-validation data. **\n",
-      "\n",
-      "MSE: 2.6095516169994532e+16\n",
-      "RMSE: 161541066.5124956\n",
-      "MAE: 94397834.49227324\n",
-      "RMSLE: 0.3265109681457912\n",
-      "Mean Residual Deviance: 2.6095516169994532e+16\n",
-      "Cross-Validation Metrics Summary: \n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
-       "<td><b>mean</b></td>\n",
-       "<td><b>sd</b></td>\n",
-       "<td><b>cv_1_valid</b></td>\n",
-       "<td><b>cv_2_valid</b></td>\n",
-       "<td><b>cv_3_valid</b></td>\n",
-       "<td><b>cv_4_valid</b></td>\n",
-       "<td><b>cv_5_valid</b></td></tr>\n",
-       "<tr><td>mae</td>\n",
-       "<td>94397832.0000000</td>\n",
-       "<td>3150388.5</td>\n",
-       "<td>98904528.0000000</td>\n",
-       "<td>88932304.0000000</td>\n",
-       "<td>98593896.0000000</td>\n",
-       "<td>89158424.0000000</td>\n",
-       "<td>96400016.0000000</td></tr>\n",
-       "<tr><td>mean_residual_deviance</td>\n",
-       "<td>26095516900000000.0000000</td>\n",
-       "<td>4161983830000000.0000000</td>\n",
-       "<td>26145776600000000.0000000</td>\n",
-       "<td>19876926100000000.0000000</td>\n",
-       "<td>33714919900000000.0000000</td>\n",
-       "<td>19228334500000000.0000000</td>\n",
-       "<td>31511625300000000.0000000</td></tr>\n",
-       "<tr><td>mse</td>\n",
-       "<td>26095516900000000.0000000</td>\n",
-       "<td>4161983830000000.0000000</td>\n",
-       "<td>26145776600000000.0000000</td>\n",
-       "<td>19876926100000000.0000000</td>\n",
-       "<td>33714919900000000.0000000</td>\n",
-       "<td>19228334500000000.0000000</td>\n",
-       "<td>31511625300000000.0000000</td></tr>\n",
-       "<tr><td>r2</td>\n",
-       "<td>0.7425417</td>\n",
-       "<td>0.0202928</td>\n",
-       "<td>0.7628383</td>\n",
-       "<td>0.7504266</td>\n",
-       "<td>0.7109876</td>\n",
-       "<td>0.7805769</td>\n",
-       "<td>0.7078791</td></tr>\n",
-       "<tr><td>residual_deviance</td>\n",
-       "<td>26095516900000000.0000000</td>\n",
-       "<td>4161983830000000.0000000</td>\n",
-       "<td>26145776600000000.0000000</td>\n",
-       "<td>19876926100000000.0000000</td>\n",
-       "<td>33714919900000000.0000000</td>\n",
-       "<td>19228334500000000.0000000</td>\n",
-       "<td>31511625300000000.0000000</td></tr>\n",
-       "<tr><td>rmse</td>\n",
-       "<td>160495952.0000000</td>\n",
-       "<td>12972401.0000000</td>\n",
-       "<td>161696560.0000000</td>\n",
-       "<td>140985552.0000000</td>\n",
-       "<td>183616224.0000000</td>\n",
-       "<td>138666272.0000000</td>\n",
-       "<td>177515136.0000000</td></tr>\n",
-       "<tr><td>rmsle</td>\n",
-       "<td>0.3264200</td>\n",
-       "<td>0.0054481</td>\n",
-       "<td>0.3378062</td>\n",
-       "<td>0.3182584</td>\n",
-       "<td>0.3304232</td>\n",
-       "<td>0.317402</td>\n",
-       "<td>0.3282105</td></tr></table></div>"
-      ],
-      "text/plain": [
-       "                        mean         sd           cv_1_valid    cv_2_valid    cv_3_valid    cv_4_valid    cv_5_valid\n",
-       "----------------------  -----------  -----------  ------------  ------------  ------------  ------------  ------------\n",
-       "mae                     9.43978e+07  3.15039e+06  9.89045e+07   8.89323e+07   9.85939e+07   8.91584e+07   9.64e+07\n",
-       "mean_residual_deviance  2.60955e+16  4.16198e+15  2.61458e+16   1.98769e+16   3.37149e+16   1.92283e+16   3.15116e+16\n",
-       "mse                     2.60955e+16  4.16198e+15  2.61458e+16   1.98769e+16   3.37149e+16   1.92283e+16   3.15116e+16\n",
-       "r2                      0.742542     0.0202928    0.762838      0.750427      0.710988      0.780577      0.707879\n",
-       "residual_deviance       2.60955e+16  4.16198e+15  2.61458e+16   1.98769e+16   3.37149e+16   1.92283e+16   3.15116e+16\n",
-       "rmse                    1.60496e+08  1.29724e+07  1.61697e+08   1.40986e+08   1.83616e+08   1.38666e+08   1.77515e+08\n",
-       "rmsle                   0.32642      0.00544805   0.337806      0.318258      0.330423      0.317402      0.32821"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Scoring History: \n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b></b></td>\n",
-       "<td><b>timestamp</b></td>\n",
-       "<td><b>duration</b></td>\n",
-       "<td><b>number_of_trees</b></td>\n",
-       "<td><b>training_rmse</b></td>\n",
-       "<td><b>training_mae</b></td>\n",
-       "<td><b>training_deviance</b></td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  5.767 sec</td>\n",
-       "<td>0.0</td>\n",
-       "<td>516114768.6270046</td>\n",
-       "<td>407325224.7237402</td>\n",
-       "<td>266374454394906464.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  5.834 sec</td>\n",
-       "<td>5.0</td>\n",
-       "<td>407516264.3605769</td>\n",
-       "<td>315187974.4100784</td>\n",
-       "<td>166069505718399616.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  5.902 sec</td>\n",
-       "<td>10.0</td>\n",
-       "<td>324418668.7303272</td>\n",
-       "<td>243908948.4797312</td>\n",
-       "<td>105247472620757776.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  5.980 sec</td>\n",
-       "<td>15.0</td>\n",
-       "<td>261139448.8606504</td>\n",
-       "<td>189291154.2893617</td>\n",
-       "<td>68193811751244272.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  6.079 sec</td>\n",
-       "<td>20.0</td>\n",
-       "<td>212764460.2953650</td>\n",
-       "<td>148474267.3720045</td>\n",
-       "<td>45268715564777968.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  6.205 sec</td>\n",
-       "<td>25.0</td>\n",
-       "<td>176304302.6804448</td>\n",
-       "<td>118575152.2517357</td>\n",
-       "<td>31083207143637908.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  6.328 sec</td>\n",
-       "<td>30.0</td>\n",
-       "<td>148799721.7921432</td>\n",
-       "<td>97094539.8544233</td>\n",
-       "<td>22141357205419216.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:17</td>\n",
-       "<td> 1 min  6.453 sec</td>\n",
-       "<td>35.0</td>\n",
-       "<td>127926786.0645605</td>\n",
-       "<td>82036013.9099664</td>\n",
-       "<td>16365262592807832.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:18</td>\n",
-       "<td> 1 min  6.599 sec</td>\n",
-       "<td>40.0</td>\n",
-       "<td>112614031.2330098</td>\n",
-       "<td>71459099.2434490</td>\n",
-       "<td>12681920030549316.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:18</td>\n",
-       "<td> 1 min  6.747 sec</td>\n",
-       "<td>45.0</td>\n",
-       "<td>100807123.1833963</td>\n",
-       "<td>64002563.7007839</td>\n",
-       "<td>10162076084512438.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:18</td>\n",
-       "<td> 1 min  6.944 sec</td>\n",
-       "<td>50.0</td>\n",
-       "<td>92177625.1091197</td>\n",
-       "<td>58655636.5057111</td>\n",
-       "<td>8496714570757422.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:18</td>\n",
-       "<td> 1 min  7.187 sec</td>\n",
-       "<td>55.0</td>\n",
-       "<td>85839195.2809448</td>\n",
-       "<td>55092429.5722284</td>\n",
-       "<td>7368367446480172.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:18</td>\n",
-       "<td> 1 min  7.370 sec</td>\n",
-       "<td>60.0</td>\n",
-       "<td>80652294.9813850</td>\n",
-       "<td>52070324.4129899</td>\n",
-       "<td>6504792685764336.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:19</td>\n",
-       "<td> 1 min  7.564 sec</td>\n",
-       "<td>65.0</td>\n",
-       "<td>76732088.6576617</td>\n",
-       "<td>49897407.3594625</td>\n",
-       "<td>5887813429767259.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:19</td>\n",
-       "<td> 1 min  7.783 sec</td>\n",
-       "<td>70.0</td>\n",
-       "<td>73048531.9113259</td>\n",
-       "<td>47972625.2246361</td>\n",
-       "<td>5336088014399999.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:19</td>\n",
-       "<td> 1 min  7.986 sec</td>\n",
-       "<td>75.0</td>\n",
-       "<td>70223062.6117019</td>\n",
-       "<td>46402340.0125420</td>\n",
-       "<td>4931278522567006.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:19</td>\n",
-       "<td> 1 min  8.196 sec</td>\n",
-       "<td>80.0</td>\n",
-       "<td>68094453.5753276</td>\n",
-       "<td>45309539.6886898</td>\n",
-       "<td>4636854607722452.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:19</td>\n",
-       "<td> 1 min  8.412 sec</td>\n",
-       "<td>85.0</td>\n",
-       "<td>66133815.0096335</td>\n",
-       "<td>44233547.4064950</td>\n",
-       "<td>4373681487728424.5000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:20</td>\n",
-       "<td> 1 min  8.638 sec</td>\n",
-       "<td>90.0</td>\n",
-       "<td>64489858.9741140</td>\n",
-       "<td>43273284.2835386</td>\n",
-       "<td>4158941910501107.0000000</td></tr>\n",
-       "<tr><td></td>\n",
-       "<td>2019-04-15 19:24:20</td>\n",
-       "<td> 1 min  8.852 sec</td>\n",
-       "<td>92.0</td>\n",
-       "<td>63890513.9373128</td>\n",
-       "<td>42931685.8674132</td>\n",
-       "<td>4081997771173957.5000000</td></tr></table></div>"
-      ],
-      "text/plain": [
-       "    timestamp            duration          number_of_trees    training_rmse    training_mae    training_deviance\n",
-       "--  -------------------  ----------------  -----------------  ---------------  --------------  -------------------\n",
-       "    2019-04-15 19:24:17  1 min  5.767 sec  0                  5.16115e+08      4.07325e+08     2.66374e+17\n",
-       "    2019-04-15 19:24:17  1 min  5.834 sec  5                  4.07516e+08      3.15188e+08     1.6607e+17\n",
-       "    2019-04-15 19:24:17  1 min  5.902 sec  10                 3.24419e+08      2.43909e+08     1.05247e+17\n",
-       "    2019-04-15 19:24:17  1 min  5.980 sec  15                 2.61139e+08      1.89291e+08     6.81938e+16\n",
-       "    2019-04-15 19:24:17  1 min  6.079 sec  20                 2.12764e+08      1.48474e+08     4.52687e+16\n",
-       "    2019-04-15 19:24:17  1 min  6.205 sec  25                 1.76304e+08      1.18575e+08     3.10832e+16\n",
-       "    2019-04-15 19:24:17  1 min  6.328 sec  30                 1.488e+08        9.70945e+07     2.21414e+16\n",
-       "    2019-04-15 19:24:17  1 min  6.453 sec  35                 1.27927e+08      8.2036e+07      1.63653e+16\n",
-       "    2019-04-15 19:24:18  1 min  6.599 sec  40                 1.12614e+08      7.14591e+07     1.26819e+16\n",
-       "    2019-04-15 19:24:18  1 min  6.747 sec  45                 1.00807e+08      6.40026e+07     1.01621e+16\n",
-       "    2019-04-15 19:24:18  1 min  6.944 sec  50                 9.21776e+07      5.86556e+07     8.49671e+15\n",
-       "    2019-04-15 19:24:18  1 min  7.187 sec  55                 8.58392e+07      5.50924e+07     7.36837e+15\n",
-       "    2019-04-15 19:24:18  1 min  7.370 sec  60                 8.06523e+07      5.20703e+07     6.50479e+15\n",
-       "    2019-04-15 19:24:19  1 min  7.564 sec  65                 7.67321e+07      4.98974e+07     5.88781e+15\n",
-       "    2019-04-15 19:24:19  1 min  7.783 sec  70                 7.30485e+07      4.79726e+07     5.33609e+15\n",
-       "    2019-04-15 19:24:19  1 min  7.986 sec  75                 7.02231e+07      4.64023e+07     4.93128e+15\n",
-       "    2019-04-15 19:24:19  1 min  8.196 sec  80                 6.80945e+07      4.53095e+07     4.63685e+15\n",
-       "    2019-04-15 19:24:19  1 min  8.412 sec  85                 6.61338e+07      4.42335e+07     4.37368e+15\n",
-       "    2019-04-15 19:24:20  1 min  8.638 sec  90                 6.44899e+07      4.32733e+07     4.15894e+15\n",
-       "    2019-04-15 19:24:20  1 min  8.852 sec  92                 6.38905e+07      4.29317e+07     4.082e+15"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Variable Importances: \n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div style=\"overflow:auto\"><table style=\"width:50%\"><tr><td><b>variable</b></td>\n",
-       "<td><b>relative_importance</b></td>\n",
-       "<td><b>scaled_importance</b></td>\n",
-       "<td><b>percentage</b></td></tr>\n",
-       "<tr><td>supply_area</td>\n",
-       "<td>951330252186581991424.0000000</td>\n",
-       "<td>1.0</td>\n",
-       "<td>0.2155488</td></tr>\n",
-       "<tr><td>exclusive_use_area</td>\n",
-       "<td>867554643761956913152.0000000</td>\n",
-       "<td>0.9119385</td>\n",
-       "<td>0.1965672</td></tr>\n",
-       "<tr><td>city</td>\n",
-       "<td>786726641293445824512.0000000</td>\n",
-       "<td>0.8269753</td>\n",
-       "<td>0.1782535</td></tr>\n",
-       "<tr><td>total_parking_capacity_in_site</td>\n",
-       "<td>305895006818258649088.0000000</td>\n",
-       "<td>0.3215445</td>\n",
-       "<td>0.0693085</td></tr>\n",
-       "<tr><td>apartment_building_count_in_sites</td>\n",
-       "<td>234611064346005995520.0000000</td>\n",
-       "<td>0.2466137</td>\n",
-       "<td>0.0531573</td></tr>\n",
-       "<tr><td>total_household_count_in_sites</td>\n",
-       "<td>233429942567169949696.0000000</td>\n",
-       "<td>0.2453721</td>\n",
-       "<td>0.0528897</td></tr>\n",
-       "<tr><td>room_count</td>\n",
-       "<td>179693290880547946496.0000000</td>\n",
-       "<td>0.1888863</td>\n",
-       "<td>0.0407142</td></tr>\n",
-       "<tr><td>floor</td>\n",
-       "<td>178548936770544730112.0000000</td>\n",
-       "<td>0.1876834</td>\n",
-       "<td>0.0404549</td></tr>\n",
-       "<tr><td>total_household_count_of_area_type</td>\n",
-       "<td>159622858403682975744.0000000</td>\n",
-       "<td>0.1677891</td>\n",
-       "<td>0.0361667</td></tr>\n",
-       "<tr><td>heat_type_district</td>\n",
-       "<td>158832318339405053952.0000000</td>\n",
-       "<td>0.1669581</td>\n",
-       "<td>0.0359876</td></tr>\n",
-       "<tr><td>heat_fuel_cogeneration</td>\n",
-       "<td>86318532529066344448.0000000</td>\n",
-       "<td>0.0907346</td>\n",
-       "<td>0.0195577</td></tr>\n",
-       "<tr><td>bathroom_count</td>\n",
-       "<td>85632507642078298112.0000000</td>\n",
-       "<td>0.0900134</td>\n",
-       "<td>0.0194023</td></tr>\n",
-       "<tr><td>heat_fuel_gas</td>\n",
-       "<td>66902678906635026432.0000000</td>\n",
-       "<td>0.0703254</td>\n",
-       "<td>0.0151586</td></tr>\n",
-       "<tr><td>heat_type_individual</td>\n",
-       "<td>50040819271713423360.0000000</td>\n",
-       "<td>0.0526009</td>\n",
-       "<td>0.0113381</td></tr>\n",
-       "<tr><td>front_door_structure_stairway</td>\n",
-       "<td>21125825101064830976.0000000</td>\n",
-       "<td>0.0222066</td>\n",
-       "<td>0.0047866</td></tr>\n",
-       "<tr><td>front_door_structure_corridor</td>\n",
-       "<td>21082645080418811904.0000000</td>\n",
-       "<td>0.0221612</td>\n",
-       "<td>0.0047768</td></tr>\n",
-       "<tr><td>heat_type_central</td>\n",
-       "<td>13515415731436519424.0000000</td>\n",
-       "<td>0.0142069</td>\n",
-       "<td>0.0030623</td></tr>\n",
-       "<tr><td>front_door_structure_mixed</td>\n",
-       "<td>12663195263863619584.0000000</td>\n",
-       "<td>0.0133110</td>\n",
-       "<td>0.0028692</td></tr></table></div>"
-      ],
-      "text/plain": [
-       "variable                            relative_importance    scaled_importance    percentage\n",
-       "----------------------------------  ---------------------  -------------------  ------------\n",
-       "supply_area                         9.5133e+20             1                    0.215549\n",
-       "exclusive_use_area                  8.67555e+20            0.911938             0.196567\n",
-       "city                                7.86727e+20            0.826975             0.178254\n",
-       "total_parking_capacity_in_site      3.05895e+20            0.321544             0.0693085\n",
-       "apartment_building_count_in_sites   2.34611e+20            0.246614             0.0531573\n",
-       "total_household_count_in_sites      2.3343e+20             0.245372             0.0528897\n",
-       "room_count                          1.79693e+20            0.188886             0.0407142\n",
-       "floor                               1.78549e+20            0.187683             0.0404549\n",
-       "total_household_count_of_area_type  1.59623e+20            0.167789             0.0361667\n",
-       "heat_type_district                  1.58832e+20            0.166958             0.0359876\n",
-       "heat_fuel_cogeneration              8.63185e+19            0.0907346            0.0195577\n",
-       "bathroom_count                      8.56325e+19            0.0900134            0.0194023\n",
-       "heat_fuel_gas                       6.69027e+19            0.0703254            0.0151586\n",
-       "heat_type_individual                5.00408e+19            0.0526009            0.0113381\n",
-       "front_door_structure_stairway       2.11258e+19            0.0222066            0.00478661\n",
-       "front_door_structure_corridor       2.10826e+19            0.0221612            0.00477683\n",
-       "heat_type_central                   1.35154e+19            0.0142069            0.00306227\n",
-       "front_door_structure_mixed          1.26632e+19            0.013311             0.00286918"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": []
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "best_model = h2o.get_model(aml.leaderboard[2,'model_id'])\n",
-    "best_model"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'model_id': {'default': None,\n",
-       "  'actual': {'__meta': {'schema_version': 3,\n",
-       "    'schema_name': 'ModelKeyV3',\n",
-       "    'schema_type': 'Key<Model>'},\n",
-       "   'name': 'XGBoost_grid_1_AutoML_20190415_192126_model_5',\n",
-       "   'type': 'Key<Model>',\n",
-       "   'URL': '/3/Models/XGBoost_grid_1_AutoML_20190415_192126_model_5'}},\n",
-       " 'training_frame': {'default': None,\n",
-       "  'actual': {'__meta': {'schema_version': 3,\n",
-       "    'schema_name': 'FrameKeyV3',\n",
-       "    'schema_type': 'Key<Frame>'},\n",
-       "   'name': 'automl_training_trainPriceCleaned.hex',\n",
-       "   'type': 'Key<Frame>',\n",
-       "   'URL': '/3/Frames/automl_training_trainPriceCleaned.hex'}},\n",
-       " 'validation_frame': {'default': None, 'actual': None},\n",
-       " 'nfolds': {'default': 0, 'actual': 5},\n",
-       " 'keep_cross_validation_models': {'default': True, 'actual': False},\n",
-       " 'keep_cross_validation_predictions': {'default': False, 'actual': True},\n",
-       " 'keep_cross_validation_fold_assignment': {'default': False, 'actual': False},\n",
-       " 'score_each_iteration': {'default': False, 'actual': False},\n",
-       " 'fold_assignment': {'default': 'AUTO', 'actual': 'Modulo'},\n",
-       " 'fold_column': {'default': None, 'actual': None},\n",
-       " 'response_column': {'default': None,\n",
-       "  'actual': {'__meta': {'schema_version': 3,\n",
-       "    'schema_name': 'ColSpecifierV3',\n",
-       "    'schema_type': 'VecSpecifier'},\n",
-       "   'column_name': 'transaction_real_price',\n",
-       "   'is_member_of_frames': None}},\n",
-       " 'ignored_columns': {'default': None, 'actual': []},\n",
-       " 'ignore_const_cols': {'default': True, 'actual': True},\n",
-       " 'offset_column': {'default': None, 'actual': None},\n",
-       " 'weights_column': {'default': None, 'actual': None},\n",
-       " 'stopping_rounds': {'default': 0, 'actual': 0},\n",
-       " 'stopping_metric': {'default': 'AUTO', 'actual': 'deviance'},\n",
-       " 'stopping_tolerance': {'default': 0.001, 'actual': 0.014965432360392486},\n",
-       " 'max_runtime_secs': {'default': 0.0, 'actual': 0.0},\n",
-       " 'seed': {'default': -1, 'actual': 8606093949258519742},\n",
-       " 'distribution': {'default': 'AUTO', 'actual': 'AUTO'},\n",
-       " 'tweedie_power': {'default': 1.5, 'actual': 1.5},\n",
-       " 'categorical_encoding': {'default': 'AUTO', 'actual': 'AUTO'},\n",
-       " 'quiet_mode': {'default': True, 'actual': True},\n",
-       " 'export_checkpoints_dir': {'default': None, 'actual': None},\n",
-       " 'ntrees': {'default': 50, 'actual': 92},\n",
-       " 'max_depth': {'default': 6, 'actual': 10},\n",
-       " 'min_rows': {'default': 1.0, 'actual': 3.0},\n",
-       " 'min_child_weight': {'default': 1.0, 'actual': 1.0},\n",
-       " 'learn_rate': {'default': 0.3, 'actual': 0.05},\n",
-       " 'eta': {'default': 0.3, 'actual': 0.3},\n",
-       " 'sample_rate': {'default': 1.0, 'actual': 1.0},\n",
-       " 'subsample': {'default': 1.0, 'actual': 1.0},\n",
-       " 'col_sample_rate': {'default': 1.0, 'actual': 0.8},\n",
-       " 'colsample_bylevel': {'default': 1.0, 'actual': 1.0},\n",
-       " 'col_sample_rate_per_tree': {'default': 1.0, 'actual': 0.8},\n",
-       " 'colsample_bytree': {'default': 1.0, 'actual': 1.0},\n",
-       " 'max_abs_leafnode_pred': {'default': 0.0, 'actual': 0.0},\n",
-       " 'max_delta_step': {'default': 0.0, 'actual': 0.0},\n",
-       " 'monotone_constraints': {'default': None, 'actual': None},\n",
-       " 'score_tree_interval': {'default': 0, 'actual': 5},\n",
-       " 'min_split_improvement': {'default': 0.0, 'actual': 0.0},\n",
-       " 'gamma': {'default': 0.0, 'actual': 0.0},\n",
-       " 'nthread': {'default': -1, 'actual': -1},\n",
-       " 'max_bins': {'default': 256, 'actual': 256},\n",
-       " 'max_leaves': {'default': 0, 'actual': 0},\n",
-       " 'min_sum_hessian_in_leaf': {'default': 100.0, 'actual': 100.0},\n",
-       " 'min_data_in_leaf': {'default': 0.0, 'actual': 0.0},\n",
-       " 'sample_type': {'default': 'uniform', 'actual': 'uniform'},\n",
-       " 'normalize_type': {'default': 'tree', 'actual': 'tree'},\n",
-       " 'rate_drop': {'default': 0.0, 'actual': 0.0},\n",
-       " 'one_drop': {'default': False, 'actual': False},\n",
-       " 'skip_drop': {'default': 0.0, 'actual': 0.0},\n",
-       " 'tree_method': {'default': 'auto', 'actual': 'auto'},\n",
-       " 'grow_policy': {'default': 'depthwise', 'actual': 'depthwise'},\n",
-       " 'booster': {'default': 'gbtree', 'actual': 'gbtree'},\n",
-       " 'reg_lambda': {'default': 1.0, 'actual': 0.001},\n",
-       " 'reg_alpha': {'default': 0.0, 'actual': 0.01},\n",
-       " 'dmatrix_type': {'default': 'auto', 'actual': 'auto'},\n",
-       " 'backend': {'default': 'auto', 'actual': 'auto'},\n",
-       " 'gpu_id': {'default': 0, 'actual': 0}}"
-      ]
-     },
-     "execution_count": 19,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "params = best_model.params\n",
-    "params"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [],
-   "source": [
-    "model_id = params['model_id']['actual']['name']\n",
-    "stopping_tolerance  = params['stopping_tolerance']['actual']\n",
-    "ntrees = params['ntrees']['actual']\n",
-    "max_depth = params['max_depth']['actual']\n",
-    "learn_rate = params['learn_rate']['actual']\n",
-    "sample_rate = params['sample_rate']['actual']\n",
-    "col_sample_rate = params['col_sample_rate']['actual']"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'model_id': 'XGBoost_grid_1_AutoML_20190415_192126_model_5',\n",
-       " 'stopping_tolerance': 0.014965432360392486,\n",
-       " 'ntrees': 92,\n",
-       " 'max_depth': 10,\n",
-       " 'learn_rate': 0.05,\n",
-       " 'sample_rate': 1.0,\n",
-       " 'col_sample_rate': 0.8}"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "params_json = {\n",
-    "    'model_id': model_id,\n",
-    "    'stopping_tolerance' : stopping_tolerance,\n",
-    "    'ntrees' : ntrees,\n",
-    "    'max_depth' : max_depth,\n",
-    "    'learn_rate' : learn_rate,\n",
-    "    'sample_rate' : sample_rate,\n",
-    "    'col_sample_rate' : col_sample_rate \n",
-    "}\n",
-    "\n",
-    "params_json"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "with open('daddddta.json', 'w') as f:\n",
-    "    json.dump(params_json, f)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "model_list = get_modelList(board_csv) \n",
-    "a = []\n",
-    "for i in model_list:  \n",
-    "    print (i)\n",
-    "    model = h2o.get_model(i)\n",
-    "   \n",
-    "    \n",
-    "    varimp = model.varimp()\n",
-    "    vamp_csv = pd.DataFrame(varimp, \n",
-    "                                columns = ['variable', \n",
-    "                                           'relative_importance', \n",
-    "                                           'scaled_importance',\n",
-    "                                           'percentage']) \n",
-    "    vamp_csv['model_id'] = i\n",
-    "print ('done')\n",
-    "print (len(model_list))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def get_all_varimp()\n",
-    "model_list = get_modelList(board_csv) \n",
-    "\n",
-    "tup=[]\n",
-    "gg = 1\n",
-    "for mid in model_list:  \n",
-    "    \n",
-    "    model = h2o.get_model(mid)\n",
-    "    varimp = model.varimp()     \n",
-    "    \n",
-    "    print(\"tryyyyyyyyyyyyyyyy          \", gg)\n",
-    "    gg+= 1\n",
-    "    try:\n",
-    "        for var_item in varimp:\n",
-    "            vv = []\n",
-    "            vv.append(mid)  \n",
-    "            ass = []\n",
-    "                       \n",
-    "            for tit in var_item:       \n",
-    "                ass.append(tit)             \n",
-    "                cound += 1\n",
-    "            item = vv + ass\n",
-    "            tup.append(item)         \n",
-    "        print('done')\n",
-    "    except:  \n",
-    "        print(mid)  \n",
-    "        print('pass')  \n",
-    "        pass\n",
-    "    continue\n",
-    "\n",
-    "new_varimp = pd.DataFrame(tup, columns = ['model_id',\n",
-    "                                'variable', \n",
-    "                                'relative_importance', \n",
-    "                                'scaled_importance',\n",
-    "                                'percentage'                                \n",
-    "                               ]) \n",
-    "            \n",
-    "new_varimp\n",
-    "\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}